Hugging Face's logo

Datasets:
bpHigh
/
FloodGate

RL Environment
Modalities:
Tabular
Text
Video
Formats:
json
Size:
< 1K
Tags:
openenv
flood-control
water-resources
operations-research
benchmark
beam
Libraries:
Datasets
pandas
Polars
License:
Dataset card Data Studio Files
xet
 Community
1
bpHigh commited on
Commit
d03da91
·
verified ·
1 Parent(s): a0b7a16

FloodGate v1: live mode, 3D replay, Beam and Opus runs

Browse files
Files changed (24) hide show
  1. README.md +44 -0
  2. assets/replay_beam_live.webp +3 -0
  3. assets/replay_optimum.webp +3 -0
  4. data/SOURCE.md +87 -0
  5. data/basin.json +1744 -0
  6. data/forecasts.csv.gz +3 -0
  7. data/record.csv.gz +3 -0
  8. runs/2026-10-30-beam-pilot3/board.md +5 -0
  9. runs/2026-10-30-beam-pilot3/index.json +447 -0
  10. runs/2026-10-30-opus-cli-sample24/board.md +5 -0
  11. runs/2026-10-30-opus-cli-sample24/index.json +6546 -0
  12. runs/2026-10-31-beam-live-24/board.md +5 -0
  13. runs/2026-10-31-beam-live-24/index.json +2859 -0
  14. runs/2026-10-31-opus-live-10/board.md +5 -0
  15. runs/2026-10-31-opus-live-10/index.json +1450 -0
  16. runs/2026-10-31-opus-live-pilot2/board.md +5 -0
  17. runs/2026-10-31-opus-live-pilot2/index.json +280 -0
  18. runs/2026-11-01-beam-high-live-24/board.md +5 -0
  19. runs/2026-11-01-beam-high-live-24/index.json +2547 -0
  20. runs/live-baselines-24h.md +9 -0
  21. runs/pilot-opus-cli/board.md +5 -0
  22. runs/pilot-opus-cli/index.json +224 -0
  23. tasks/flood-v1-sample/manifest.json +181 -0
  24. tasks/flood-v1-sample/tasks.jsonl +0 -0
README.md ADDED
@@ -0,0 +1,44 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ license: mit
3
+ pretty_name: FloodGate v1
4
+ tags: [rl-environment, openenv, flood-control, water-resources, operations-research, benchmark, beam]
5
+ configs:
6
+ - config_name: tasks
7
+ data_files: tasks/flood-v1-sample/tasks.jsonl
8
+ ---
9
+
10
+ # FloodGate v1: Cumberland River flood control on the real 2025 floods
11
+
12
+ Tasks, data and every model run for [FloodGate](https://huggingface.co/spaces/bpHigh/FloodGate). The task: run the
13
+ U.S. Army Corps' four flood-control dams above Nashville through the February and April 2025 floods. The code is MIT.
14
+ All data are U.S. federal works in the public domain (USACE, USGS, NOAA NWS); NWS products come via the Iowa
15
+ Environmental Mesonet archive.
16
+
17
+ | path | what |
18
+ |---|---|
19
+ | `tasks/flood-v1-sample/tasks.jsonl` | 24 tasks around 13-16 February and 1-4 April 2025, in three tiers: the record, a storm 1.5 times bigger, lakes starting half full. Each holds the dams, gauges, inflows and local runoff per 6-hour step, the travel times, and the reference (LP optimum and its plan, baselines, the Corps' real releases) |
20
+ | `data/basin.json` | the dams' official pool levels and release limits, the gauges' NWS flood categories and ratings, the travel times |
21
+ | `data/record.csv.gz` | the curated record, Jan-Jun 2025, 6-hour steps: dam releases, storage and pool elevations, gauge flows |
22
+ | `data/forecasts.csv.gz` | the 9,540 river-forecast values the NWS Ohio River Forecast Center issued for Burkesville, Celina and Nashville in Jan-Jun 2025 (stage, and flow through the NWS rating) |
23
+ | `data/SOURCE.md` | every rule and number, as real, derived or assumed |
24
+ | `runs/<run>/index.json` | every episode: reward, grade, the submitted plan (plan mode) or the commits (live mode), tokens, time |
25
+ | `runs/<run>/board.md` | the run's board |
26
+ | `runs/live-baselines-24h.md` | live mode's policies without a model: scenario-optimal 1.000, a perfect solver on the mean forecast 0.552, one scenario 0.444, hold 0.215 |
27
+
28
+ ## Results
29
+
30
+ | model | live mode | plan mode |
31
+ |---|---:|---:|
32
+ | Claude Opus 5.5 (effort high) | 0.596 (10 tasks) | 0.977 (24) |
33
+ | Beam-1.0-501B-A23B (default effort) | 0.236 (24) | 0.402 (3) |
34
+ | Beam-1.0-501B-A23B (reasoning_effort high) | 0.237 (24) | - |
35
+
36
+ ## Grading
37
+
38
+ - **Plan mode:** reward = 0.2 + 0.8·exp(−ρ/0.25), where ρ = (cost − optimum) / (lazy − optimum). Plans that break a
39
+ rule score below 0.2.
40
+ - **Live mode:** ρ = Σ regret / Σ (the lazy operator's regret). Each decision's regret is its expected extra cost over
41
+ the scenario-optimal decision, from a two-stage stochastic LP over the 8 scenarios.
42
+ - **Both are deterministic, with no LLM judge.**
43
+
44
+ <img src="assets/replay_beam_live.webp" alt="FloodGate 3D replay: Beam's live-mode plan with Nashville in major flood" width="100%">
assets/replay_beam_live.webp ADDED

Git LFS Details

  • SHA256: 96f53195f6ac31a9a3f5dc00d715df3ab1ba378b8f9080dca4729fe8beb49ad3
  • Pointer size: 131 Bytes
  • Size of remote file: 127 kB
assets/replay_optimum.webp ADDED

Git LFS Details

  • SHA256: d5517ae57aad47add2d5b6573d8d9d0f3d1f2fc048ac55c63901c560517833b7
  • Pointer size: 131 Bytes
  • Size of remote file: 122 kB
data/SOURCE.md ADDED
@@ -0,0 +1,87 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ # Sources: the Cumberland River record (January-June 2025)
2
+
3
+ All sources are works of the U.S. federal government (public domain). `envs/flood_ops/tools/curate_cumberland.py`
4
+ fetches them, caches the raw responses in `raw/` (git-ignored), and writes `basin.json` and `record.csv.gz`.
5
+
6
+ ## Real (the record)
7
+
8
+ | what | where | series |
9
+ |---|---|---|
10
+ | dam release, cfs (hourly mean) | USACE CWMS Data API, office LRN | `<dam>.Flow.Ave.1Hour.1Hour.man-rev` |
11
+ | dam storage, acre-feet (hourly) | same | `<dam>.Stor.Inst.1Hour.0.man-rev` |
12
+ | pool elevation, ft (hourly) | same | `<dam>.Elev-Pool.Inst.1Hour.0.man-rev` |
13
+ | top and bottom of the flood pool, top of the inactive pool | CWMS location levels | `<loc>.Stor.Inst.0.Top of Flood` etc. J. Percy Priest's bottom of flood pool is seasonal: 483 ft to 21 March, 490.5 ft from 21 April to 9 October |
14
+ | flow at Burkesville KY | USGS 03414100 (Water Data OGC API) | discharge, 00060 |
15
+ | flow at Nashville TN | USGS 03431500 | discharge, 00060 |
16
+ | stage at Celina TN | USGS 03417500 | gage height, 00065 (no discharge is published) |
17
+ | flood categories, stage-flow ratings | NOAA NWPS, gauges BRKK2, CLAT1, NAST1 | action / minor / moderate / major |
18
+
19
+ Dams: WLCK2-WOLF_CREEK, DLHT1-DALE_HOLLOW, CEHT1-CENTER_HILL, JPHT1-J_PERCY_PRIEST.
20
+
21
+ Flood thresholds used (flow, cfs):
22
+
23
+ | gauge | action | minor | moderate | major | from |
24
+ |---|---:|---:|---:|---:|---|
25
+ | Burkesville (BRK) | 32,500 | 40,000 | 57,500 | 90,000 | NWS published flows |
26
+ | Celina (CEL) | 52,006 | 76,030 | 91,010 | 110,011 | NWS stages 30/40/45/50 ft through the NWS rating |
27
+ | Nashville (NAS) | 70,072 | 119,465 | 128,065 | 154,611 | NWS stages 30/40/42/45 ft through the NWS rating |
28
+
29
+ Gaps: the hourly series are complete except Celina (85 hours) and Nashville (3 hours), filled by linear
30
+ interpolation (`basin.json`, `gap_hours_filled`).
31
+
32
+ | river forecasts NWS issued, Jan-Jun 2025 (live mode) | Ohio River Forecast Center products RVFCMU and RVFCML, from the Iowa Environmental Mesonet's NWS text archive (`mesonet.agron.iastate.edu/cgi-bin/afos/retrieve.py`) | SHEF `.ER ... HGIFF` stage forecasts, 6-hourly to about 5 days, at BRKK2 (30 issues), CLAT1 (219), NAST1 (228); turned into flow through the NWS ratings; `forecasts.csv.gz` (`tools/curate_forecasts.py`) |
33
+
34
+ | the 3D replay's map: terrain, rivers, reservoirs | USGS 3D Elevation Program (3DEPElevation ImageServer); USGS National Hydrography Dataset (NHDPlus small-scale flowlines and waterbodies); dam locations from CWMS, gauge locations from NWPS | `openenv/flood_openenv/web/twin/basin.json.gz` (`tools/twin/build_basin.py`); display only, never in a cost |
35
+
36
+ ## Derived
37
+
38
+ - **6-hour steps (UTC):** mean release and flow over the step; storage and elevation at its start.
39
+ - **Dam inflow** I[t] = R[t] + (S[t+1] − S[t]) / 0.49587, from the record's own mass balance. It is noisy where the
40
+ storage record is (it can be negative for a step).
41
+ - **Local runoff at a gauge** L[t] = Q[t] − Σ routed record releases. With these two definitions the Corps' own
42
+ releases reproduce the record's storage and gauge flows exactly (`core/tests/test_core.py`).
43
+ - **Travel times** (hours), from cross-correlating 24-hour-smoothed hourly changes in the 2025 record, reach by reach:
44
+
45
+ | reach | lag |
46
+ |---|---:|
47
+ | Wolf Creek → Burkesville | 10 |
48
+ | Burkesville → Celina | 8 |
49
+ | Celina → Cordell Hull (pool) | 0 |
50
+ | Cordell Hull → Old Hickory | 6 |
51
+ | Old Hickory → Nashville | 2 |
52
+ | Center Hill → Old Hickory | 16 |
53
+ | J. Percy Priest → Nashville | 2 |
54
+
55
+ Dale Hollow's releases are too steady to identify. Its 7.3 miles to the Cumberland use the 3.5 mph measured below
56
+ Wolf Creek (2 h). The sums give the dam-to-gauge lags in `basin.json`. A fractional lag is split linearly between
57
+ two 6-hour steps.
58
+ - **Maximum release:** the largest hourly release in the 2018-2025 record. WC 59,900, DH 10,100 and CH 25,300 (all
59
+ February 2019), JPP 14,900 (February 2020).
60
+ - **Ramp:** the 99.9th percentile of the change between consecutive 6-hour mean releases, 2018-2025, rounded: WC
61
+ 18,000, DH 4,500, CH 10,000 and JPP 5,000 cfs per step.
62
+ - **Storage → elevation tables:** from the hourly record plus the official levels. Used for display only.
63
+
64
+ - **Forecast errors (live mode):** for each issued forecast, the log ratio of forecast to observed flow, lead by
65
+ lead (observed = the mean of the two 6-hour steps around the valid time). 214 Celina and 222 Nashville forecasts
66
+ reach 5 days. The spread grows from 0.09 (Celina) and 0.13 (Nashville) at 0-12 h to 0.38 and 0.36 at 108-120 h.
67
+ The bias falls to -0.26 and -0.19 at 108-120 h.
68
+ - **Forecast scenarios (live mode):** each of the 8 members replays one issued forecast's whole error path,
69
+ multiplied into the true series (positive values only).
70
+ - Upper-basin series take Celina's path: Wolf Creek and Dale Hollow inflow, Burkesville and Celina local flow.
71
+ - Lower-basin series take the Nashville path from the product issued closest in time.
72
+ - There are no forecasts at the four storage lakes, so their inflows borrow the nearest gauge's error.
73
+ - Leads beyond 5 days keep the 5-day error.
74
+ - Members are seeded by task and decision.
75
+
76
+ ## Assumed (modelling choices)
77
+
78
+ - Cordell Hull and Old Hickory are run-of-river: their pool changes are part of the local runoff.
79
+ - Minimum release 0 cfs. In April 2025 Wolf Creek released 20 cfs for three days.
80
+ - The cost weights (README) and the 6-hour decision step.
81
+ - Drawn tiers, labelled in the task text:
82
+ - `storm`: runoff above the week-before baseflow multiplied by 1.5, at the dams and at the gauges;
83
+ - `full`: every lake starts with half its flood pool in use.
84
+ - Plan mode: the agent knows the window's inflows and runoff exactly (hindsight). Live mode replaces that with the
85
+ forecast scenarios above.
86
+ - Live mode: the spill penalty (100 per 1,000 acre-feet per step above the top of the flood pool or below the
87
+ inactive pool), 24-hour decision blocks, 8 scenarios.
data/basin.json ADDED
@@ -0,0 +1,1744 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "name": "Cumberland River above Nashville",
3
+ "office": "USACE Nashville District (LRN)",
4
+ "step_hours": 6,
5
+ "start_utc": "2025-01-01T00:00:00+00:00",
6
+ "steps": 724,
7
+ "dams": [
8
+ {
9
+ "id": "WC",
10
+ "name": "Wolf Creek Dam (Lake Cumberland)",
11
+ "river": "Cumberland River, mile 460.9",
12
+ "cwms": "WLCK2-WOLF_CREEK",
13
+ "storage_af": {
14
+ "top_of_flood": 6089000.0,
15
+ "bottom_of_flood": 3995000.0,
16
+ "top_of_inactive": 1853000.0
17
+ },
18
+ "elev_ft": {
19
+ "Top of Flood": 760.0,
20
+ "Bottom of Flood": 723.0,
21
+ "Top of Inactive": 673.0
22
+ },
23
+ "max_release_cfs": 59900,
24
+ "min_release_cfs": 0,
25
+ "ramp_cfs_per_step": 18000,
26
+ "stage_storage": [
27
+ [
28
+ 1853000,
29
+ 673.0
30
+ ],
31
+ [
32
+ 2653400,
33
+ 693.73
34
+ ],
35
+ [
36
+ 2681600,
37
+ 694.41
38
+ ],
39
+ [
40
+ 2708400,
41
+ 695.05
42
+ ],
43
+ [
44
+ 2735700,
45
+ 695.7
46
+ ],
47
+ [
48
+ 2760100,
49
+ 696.28
50
+ ],
51
+ [
52
+ 2861100,
53
+ 698.65
54
+ ],
55
+ [
56
+ 2995700,
57
+ 701.75
58
+ ],
59
+ [
60
+ 3049900,
61
+ 702.98
62
+ ],
63
+ [
64
+ 3142900,
65
+ 705.07
66
+ ],
67
+ [
68
+ 3310200,
69
+ 708.76
70
+ ],
71
+ [
72
+ 3523100,
73
+ 713.33
74
+ ],
75
+ [
76
+ 3706300,
77
+ 717.16
78
+ ],
79
+ [
80
+ 3742300,
81
+ 717.9
82
+ ],
83
+ [
84
+ 3769100,
85
+ 718.45
86
+ ],
87
+ [
88
+ 3801400,
89
+ 719.11
90
+ ],
91
+ [
92
+ 3833300,
93
+ 719.76
94
+ ],
95
+ [
96
+ 3868900,
97
+ 720.48
98
+ ],
99
+ [
100
+ 3898100,
101
+ 721.07
102
+ ],
103
+ [
104
+ 3924900,
105
+ 721.61
106
+ ],
107
+ [
108
+ 3949900,
109
+ 722.11
110
+ ],
111
+ [
112
+ 3975900,
113
+ 722.63
114
+ ],
115
+ [
116
+ 4001000,
117
+ 723.13
118
+ ],
119
+ [
120
+ 4025700,
121
+ 723.62
122
+ ],
123
+ [
124
+ 4053400,
125
+ 724.17
126
+ ],
127
+ [
128
+ 4081800,
129
+ 724.73
130
+ ],
131
+ [
132
+ 4113900,
133
+ 725.36
134
+ ],
135
+ [
136
+ 4147100,
137
+ 726.01
138
+ ],
139
+ [
140
+ 4179900,
141
+ 726.65
142
+ ],
143
+ [
144
+ 4214400,
145
+ 727.32
146
+ ],
147
+ [
148
+ 4253200,
149
+ 728.07
150
+ ],
151
+ [
152
+ 4286500,
153
+ 728.71
154
+ ],
155
+ [
156
+ 4320400,
157
+ 729.36
158
+ ],
159
+ [
160
+ 4361800,
161
+ 730.15
162
+ ],
163
+ [
164
+ 4405600,
165
+ 730.98
166
+ ],
167
+ [
168
+ 4451700,
169
+ 731.85
170
+ ],
171
+ [
172
+ 4492100,
173
+ 732.61
174
+ ],
175
+ [
176
+ 4527400,
177
+ 733.27
178
+ ],
179
+ [
180
+ 4570400,
181
+ 734.07
182
+ ],
183
+ [
184
+ 4633100,
185
+ 735.23
186
+ ],
187
+ [
188
+ 4675500,
189
+ 736.01
190
+ ],
191
+ [
192
+ 6089000,
193
+ 760.0
194
+ ]
195
+ ]
196
+ },
197
+ {
198
+ "id": "DH",
199
+ "name": "Dale Hollow Dam (Dale Hollow Lake)",
200
+ "river": "Obey River, 7.3 miles above the Cumberland",
201
+ "cwms": "DLHT1-DALE_HOLLOW",
202
+ "storage_af": {
203
+ "top_of_flood": 1706000.0,
204
+ "bottom_of_flood": 1353000.0,
205
+ "top_of_inactive": 857000.0
206
+ },
207
+ "elev_ft": {
208
+ "Top of Flood": 663.0,
209
+ "Bottom of Flood": 651.0,
210
+ "Top of Inactive": 631.0
211
+ },
212
+ "max_release_cfs": 10100,
213
+ "min_release_cfs": 0,
214
+ "ramp_cfs_per_step": 4500,
215
+ "stage_storage": [
216
+ [
217
+ 857000,
218
+ 631.0
219
+ ],
220
+ [
221
+ 1003500,
222
+ 637.41
223
+ ],
224
+ [
225
+ 1016100,
226
+ 637.94
227
+ ],
228
+ [
229
+ 1023300,
230
+ 638.24
231
+ ],
232
+ [
233
+ 1030800,
234
+ 638.55
235
+ ],
236
+ [
237
+ 1035900,
238
+ 638.76
239
+ ],
240
+ [
241
+ 1044600,
242
+ 639.12
243
+ ],
244
+ [
245
+ 1058500,
246
+ 639.69
247
+ ],
248
+ [
249
+ 1071700,
250
+ 640.23
251
+ ],
252
+ [
253
+ 1079400,
254
+ 640.54
255
+ ],
256
+ [
257
+ 1087500,
258
+ 640.87
259
+ ],
260
+ [
261
+ 1094200,
262
+ 641.14
263
+ ],
264
+ [
265
+ 1118900,
266
+ 642.13
267
+ ],
268
+ [
269
+ 1143200,
270
+ 643.09
271
+ ],
272
+ [
273
+ 1154400,
274
+ 643.53
275
+ ],
276
+ [
277
+ 1166700,
278
+ 644.01
279
+ ],
280
+ [
281
+ 1206600,
282
+ 645.55
283
+ ],
284
+ [
285
+ 1238700,
286
+ 646.77
287
+ ],
288
+ [
289
+ 1245800,
290
+ 647.04
291
+ ],
292
+ [
293
+ 1253000,
294
+ 647.31
295
+ ],
296
+ [
297
+ 1260500,
298
+ 647.59
299
+ ],
300
+ [
301
+ 1267200,
302
+ 647.84
303
+ ],
304
+ [
305
+ 1276600,
306
+ 648.19
307
+ ],
308
+ [
309
+ 1283100,
310
+ 648.43
311
+ ],
312
+ [
313
+ 1291200,
314
+ 648.73
315
+ ],
316
+ [
317
+ 1297900,
318
+ 648.98
319
+ ],
320
+ [
321
+ 1305600,
322
+ 649.26
323
+ ],
324
+ [
325
+ 1313200,
326
+ 649.54
327
+ ],
328
+ [
329
+ 1319800,
330
+ 649.78
331
+ ],
332
+ [
333
+ 1325000,
334
+ 649.97
335
+ ],
336
+ [
337
+ 1330200,
338
+ 650.16
339
+ ],
340
+ [
341
+ 1335400,
342
+ 650.35
343
+ ],
344
+ [
345
+ 1340400,
346
+ 650.53
347
+ ],
348
+ [
349
+ 1346200,
350
+ 650.74
351
+ ],
352
+ [
353
+ 1350900,
354
+ 650.91
355
+ ],
356
+ [
357
+ 1355800,
358
+ 651.09
359
+ ],
360
+ [
361
+ 1362000,
362
+ 651.31
363
+ ],
364
+ [
365
+ 1367200,
366
+ 651.5
367
+ ],
368
+ [
369
+ 1374500,
370
+ 651.76
371
+ ],
372
+ [
373
+ 1381700,
374
+ 652.02
375
+ ],
376
+ [
377
+ 1388700,
378
+ 652.27
379
+ ],
380
+ [
381
+ 1396000,
382
+ 652.53
383
+ ],
384
+ [
385
+ 1706000,
386
+ 663.0
387
+ ]
388
+ ]
389
+ },
390
+ {
391
+ "id": "CH",
392
+ "name": "Center Hill Dam (Center Hill Lake)",
393
+ "river": "Caney Fork, 26.6 miles above the Cumberland",
394
+ "cwms": "CEHT1-CENTER_HILL",
395
+ "storage_af": {
396
+ "top_of_flood": 2092000.0,
397
+ "bottom_of_flood": 1330000.0,
398
+ "top_of_inactive": 838000.0
399
+ },
400
+ "elev_ft": {
401
+ "Top of Flood": 685.0,
402
+ "Bottom of Flood": 648.0,
403
+ "Top of Inactive": 618.0
404
+ },
405
+ "max_release_cfs": 25300,
406
+ "min_release_cfs": 0,
407
+ "ramp_cfs_per_step": 10000,
408
+ "stage_storage": [
409
+ [
410
+ 838000,
411
+ 618.0
412
+ ],
413
+ [
414
+ 987900,
415
+ 627.89
416
+ ],
417
+ [
418
+ 995300,
419
+ 628.36
420
+ ],
421
+ [
422
+ 1003400,
423
+ 628.87
424
+ ],
425
+ [
426
+ 1009200,
427
+ 629.24
428
+ ],
429
+ [
430
+ 1015500,
431
+ 629.63
432
+ ],
433
+ [
434
+ 1021700,
435
+ 630.02
436
+ ],
437
+ [
438
+ 1029100,
439
+ 630.48
440
+ ],
441
+ [
442
+ 1038300,
443
+ 631.05
444
+ ],
445
+ [
446
+ 1046400,
447
+ 631.55
448
+ ],
449
+ [
450
+ 1054100,
451
+ 632.03
452
+ ],
453
+ [
454
+ 1124900,
455
+ 636.31
456
+ ],
457
+ [
458
+ 1146500,
459
+ 637.59
460
+ ],
461
+ [
462
+ 1155300,
463
+ 638.11
464
+ ],
465
+ [
466
+ 1165200,
467
+ 638.69
468
+ ],
469
+ [
470
+ 1180800,
471
+ 639.6
472
+ ],
473
+ [
474
+ 1197400,
475
+ 640.56
476
+ ],
477
+ [
478
+ 1204100,
479
+ 640.95
480
+ ],
481
+ [
482
+ 1211200,
483
+ 641.36
484
+ ],
485
+ [
486
+ 1223100,
487
+ 642.04
488
+ ],
489
+ [
490
+ 1232000,
491
+ 642.55
492
+ ],
493
+ [
494
+ 1239600,
495
+ 642.98
496
+ ],
497
+ [
498
+ 1245600,
499
+ 643.32
500
+ ],
501
+ [
502
+ 1251800,
503
+ 643.67
504
+ ],
505
+ [
506
+ 1258300,
507
+ 644.04
508
+ ],
509
+ [
510
+ 1265200,
511
+ 644.43
512
+ ],
513
+ [
514
+ 1274000,
515
+ 644.92
516
+ ],
517
+ [
518
+ 1283800,
519
+ 645.47
520
+ ],
521
+ [
522
+ 1293100,
523
+ 645.99
524
+ ],
525
+ [
526
+ 1299900,
527
+ 646.37
528
+ ],
529
+ [
530
+ 1306600,
531
+ 646.74
532
+ ],
533
+ [
534
+ 1312800,
535
+ 647.08
536
+ ],
537
+ [
538
+ 1319500,
539
+ 647.45
540
+ ],
541
+ [
542
+ 1326900,
543
+ 647.86
544
+ ],
545
+ [
546
+ 1333300,
547
+ 648.21
548
+ ],
549
+ [
550
+ 1339900,
551
+ 648.57
552
+ ],
553
+ [
554
+ 1346300,
555
+ 648.92
556
+ ],
557
+ [
558
+ 1353500,
559
+ 649.31
560
+ ],
561
+ [
562
+ 1361000,
563
+ 649.72
564
+ ],
565
+ [
566
+ 1372500,
567
+ 650.34
568
+ ],
569
+ [
570
+ 1383100,
571
+ 650.91
572
+ ],
573
+ [
574
+ 2092000,
575
+ 685.0
576
+ ]
577
+ ]
578
+ },
579
+ {
580
+ "id": "JPP",
581
+ "name": "J. Percy Priest Dam (Percy Priest Lake)",
582
+ "river": "Stones River, 6.8 miles above the Cumberland",
583
+ "cwms": "JPHT1-J_PERCY_PRIEST",
584
+ "storage_af": {
585
+ "top_of_flood": 651500.0,
586
+ "bottom_of_flood": [
587
+ [
588
+ 0.0,
589
+ 302000.0
590
+ ],
591
+ [
592
+ 80.0,
593
+ 302000.0
594
+ ],
595
+ [
596
+ 111.0,
597
+ 399000.0
598
+ ],
599
+ [
600
+ 282.0,
601
+ 399000.0
602
+ ],
603
+ [
604
+ 348.0,
605
+ 302000.0
606
+ ]
607
+ ],
608
+ "top_of_inactive": 268000.0
609
+ },
610
+ "elev_ft": {
611
+ "Top of Flood": 504.5,
612
+ "Bottom of Flood": [
613
+ [
614
+ 0.0,
615
+ 483.0
616
+ ],
617
+ [
618
+ 80.25,
619
+ 483.0
620
+ ],
621
+ [
622
+ 111.25,
623
+ 490.5
624
+ ],
625
+ [
626
+ 282.25,
627
+ 490.5
628
+ ],
629
+ [
630
+ 348.25,
631
+ 483.0
632
+ ]
633
+ ],
634
+ "Top of Inactive": 480.0
635
+ },
636
+ "max_release_cfs": 14900,
637
+ "min_release_cfs": 0,
638
+ "ramp_cfs_per_step": 5000,
639
+ "stage_storage": [
640
+ [
641
+ 268000,
642
+ 480.0
643
+ ],
644
+ [
645
+ 297200,
646
+ 482.59
647
+ ],
648
+ [
649
+ 299500,
650
+ 482.79
651
+ ],
652
+ [
653
+ 302200,
654
+ 483.02
655
+ ],
656
+ [
657
+ 304600,
658
+ 483.22
659
+ ],
660
+ [
661
+ 307100,
662
+ 483.43
663
+ ],
664
+ [
665
+ 309500,
666
+ 483.63
667
+ ],
668
+ [
669
+ 311900,
670
+ 483.83
671
+ ],
672
+ [
673
+ 314200,
674
+ 484.03
675
+ ],
676
+ [
677
+ 316700,
678
+ 484.23
679
+ ],
680
+ [
681
+ 319300,
682
+ 484.45
683
+ ],
684
+ [
685
+ 321700,
686
+ 484.65
687
+ ],
688
+ [
689
+ 324200,
690
+ 484.85
691
+ ],
692
+ [
693
+ 326700,
694
+ 485.06
695
+ ],
696
+ [
697
+ 330200,
698
+ 485.34
699
+ ],
700
+ [
701
+ 333900,
702
+ 485.64
703
+ ],
704
+ [
705
+ 338700,
706
+ 486.02
707
+ ],
708
+ [
709
+ 342800,
710
+ 486.35
711
+ ],
712
+ [
713
+ 345800,
714
+ 486.58
715
+ ],
716
+ [
717
+ 348900,
718
+ 486.82
719
+ ],
720
+ [
721
+ 352200,
722
+ 487.08
723
+ ],
724
+ [
725
+ 355000,
726
+ 487.29
727
+ ],
728
+ [
729
+ 358200,
730
+ 487.54
731
+ ],
732
+ [
733
+ 361900,
734
+ 487.82
735
+ ],
736
+ [
737
+ 365400,
738
+ 488.08
739
+ ],
740
+ [
741
+ 369200,
742
+ 488.36
743
+ ],
744
+ [
745
+ 373100,
746
+ 488.65
747
+ ],
748
+ [
749
+ 376700,
750
+ 488.91
751
+ ],
752
+ [
753
+ 381100,
754
+ 489.23
755
+ ],
756
+ [
757
+ 386500,
758
+ 489.61
759
+ ],
760
+ [
761
+ 389700,
762
+ 489.84
763
+ ],
764
+ [
765
+ 393100,
766
+ 490.08
767
+ ],
768
+ [
769
+ 396000,
770
+ 490.28
771
+ ],
772
+ [
773
+ 398900,
774
+ 490.48
775
+ ],
776
+ [
777
+ 401800,
778
+ 490.68
779
+ ],
780
+ [
781
+ 404700,
782
+ 490.88
783
+ ],
784
+ [
785
+ 407800,
786
+ 491.09
787
+ ],
788
+ [
789
+ 410700,
790
+ 491.29
791
+ ],
792
+ [
793
+ 413800,
794
+ 491.5
795
+ ],
796
+ [
797
+ 417200,
798
+ 491.73
799
+ ],
800
+ [
801
+ 420600,
802
+ 491.96
803
+ ],
804
+ [
805
+ 424400,
806
+ 492.21
807
+ ],
808
+ [
809
+ 651500,
810
+ 504.5
811
+ ]
812
+ ]
813
+ }
814
+ ],
815
+ "points": [
816
+ {
817
+ "id": "BRK",
818
+ "name": "Cumberland River at Burkesville, KY",
819
+ "usgs": "03414100",
820
+ "nws": "BRKK2",
821
+ "flow_from": "USGS discharge",
822
+ "thresholds": {
823
+ "action": {
824
+ "stage_ft": 43,
825
+ "flow_cfs": 32500
826
+ },
827
+ "minor": {
828
+ "stage_ft": 46,
829
+ "flow_cfs": 40000
830
+ },
831
+ "moderate": {
832
+ "stage_ft": 55,
833
+ "flow_cfs": 57500
834
+ },
835
+ "major": {
836
+ "stage_ft": 64,
837
+ "flow_cfs": 90000
838
+ }
839
+ },
840
+ "rating": [
841
+ [
842
+ 22.36,
843
+ 280
844
+ ],
845
+ [
846
+ 23.16,
847
+ 566
848
+ ],
849
+ [
850
+ 23.96,
851
+ 959
852
+ ],
853
+ [
854
+ 24.76,
855
+ 1429
856
+ ],
857
+ [
858
+ 25.56,
859
+ 1993
860
+ ],
861
+ [
862
+ 26.36,
863
+ 2653
864
+ ],
865
+ [
866
+ 27.16,
867
+ 3411
868
+ ],
869
+ [
870
+ 27.96,
871
+ 4255
872
+ ],
873
+ [
874
+ 28.76,
875
+ 5171
876
+ ],
877
+ [
878
+ 29.56,
879
+ 6178
880
+ ],
881
+ [
882
+ 30.36,
883
+ 7273
884
+ ],
885
+ [
886
+ 31.16,
887
+ 8455
888
+ ],
889
+ [
890
+ 31.96,
891
+ 9719
892
+ ],
893
+ [
894
+ 32.76,
895
+ 11054
896
+ ],
897
+ [
898
+ 33.56,
899
+ 12475
900
+ ],
901
+ [
902
+ 34.36,
903
+ 13965
904
+ ],
905
+ [
906
+ 35.16,
907
+ 15463
908
+ ],
909
+ [
910
+ 35.96,
911
+ 17031
912
+ ],
913
+ [
914
+ 36.76,
915
+ 18657
916
+ ],
917
+ [
918
+ 37.56,
919
+ 20353
920
+ ],
921
+ [
922
+ 38.36,
923
+ 22116
924
+ ],
925
+ [
926
+ 39.16,
927
+ 23917
928
+ ],
929
+ [
930
+ 39.96,
931
+ 25599
932
+ ],
933
+ [
934
+ 40.76,
935
+ 27106
936
+ ],
937
+ [
938
+ 41.56,
939
+ 28564
940
+ ],
941
+ [
942
+ 42.36,
943
+ 30020
944
+ ],
945
+ [
946
+ 43.16,
947
+ 31497
948
+ ],
949
+ [
950
+ 43.96,
951
+ 32992
952
+ ],
953
+ [
954
+ 44.76,
955
+ 34499
956
+ ],
957
+ [
958
+ 45.56,
959
+ 36024
960
+ ],
961
+ [
962
+ 46.36,
963
+ 37567
964
+ ],
965
+ [
966
+ 47.16,
967
+ 39126
968
+ ],
969
+ [
970
+ 47.96,
971
+ 40701
972
+ ],
973
+ [
974
+ 48.76,
975
+ 42287
976
+ ],
977
+ [
978
+ 49.56,
979
+ 43889
980
+ ],
981
+ [
982
+ 50.36,
983
+ 45507
984
+ ],
985
+ [
986
+ 51.16,
987
+ 47140
988
+ ],
989
+ [
990
+ 51.96,
991
+ 48787
992
+ ],
993
+ [
994
+ 52.76,
995
+ 50444
996
+ ],
997
+ [
998
+ 53.56,
999
+ 52117
1000
+ ],
1001
+ [
1002
+ 54.36,
1003
+ 53806
1004
+ ],
1005
+ [
1006
+ 55.16,
1007
+ 55509
1008
+ ],
1009
+ [
1010
+ 55.96,
1011
+ 57226
1012
+ ],
1013
+ [
1014
+ 56.76,
1015
+ 58954
1016
+ ],
1017
+ [
1018
+ 57.56,
1019
+ 60696
1020
+ ],
1021
+ [
1022
+ 58.36,
1023
+ 62451
1024
+ ],
1025
+ [
1026
+ 59.16,
1027
+ 64219
1028
+ ],
1029
+ [
1030
+ 59.96,
1031
+ 65999
1032
+ ],
1033
+ [
1034
+ 60.76,
1035
+ 67789
1036
+ ],
1037
+ [
1038
+ 61.56,
1039
+ 69591
1040
+ ],
1041
+ [
1042
+ 62.36,
1043
+ 71412
1044
+ ],
1045
+ [
1046
+ 63.16,
1047
+ 73283
1048
+ ],
1049
+ [
1050
+ 63.96,
1051
+ 75169
1052
+ ],
1053
+ [
1054
+ 64.76,
1055
+ 77065
1056
+ ],
1057
+ [
1058
+ 65.56,
1059
+ 78968
1060
+ ],
1061
+ [
1062
+ 66.36,
1063
+ 81094
1064
+ ],
1065
+ [
1066
+ 67.16,
1067
+ 83646
1068
+ ],
1069
+ [
1070
+ 67.96,
1071
+ 87181
1072
+ ],
1073
+ [
1074
+ 68.76,
1075
+ 91339
1076
+ ],
1077
+ [
1078
+ 69.56,
1079
+ 95624
1080
+ ],
1081
+ [
1082
+ 70.36,
1083
+ 100037
1084
+ ],
1085
+ [
1086
+ 71.16,
1087
+ 104579
1088
+ ],
1089
+ [
1090
+ 71.96,
1091
+ 109251
1092
+ ],
1093
+ [
1094
+ 72.76,
1095
+ 114051
1096
+ ]
1097
+ ]
1098
+ },
1099
+ {
1100
+ "id": "CEL",
1101
+ "name": "Cumberland River at Celina, TN",
1102
+ "usgs": "03417500",
1103
+ "nws": "CLAT1",
1104
+ "flow_from": "USGS stage, NWS rating",
1105
+ "thresholds": {
1106
+ "action": {
1107
+ "stage_ft": 30,
1108
+ "flow_cfs": 52006
1109
+ },
1110
+ "minor": {
1111
+ "stage_ft": 40,
1112
+ "flow_cfs": 76030
1113
+ },
1114
+ "moderate": {
1115
+ "stage_ft": 45,
1116
+ "flow_cfs": 91010
1117
+ },
1118
+ "major": {
1119
+ "stage_ft": 50,
1120
+ "flow_cfs": 110011
1121
+ }
1122
+ },
1123
+ "rating": [
1124
+ [
1125
+ 10.4,
1126
+ 1
1127
+ ],
1128
+ [
1129
+ 11.3,
1130
+ 2500
1131
+ ],
1132
+ [
1133
+ 12.2,
1134
+ 6644
1135
+ ],
1136
+ [
1137
+ 13.1,
1138
+ 10432
1139
+ ],
1140
+ [
1141
+ 14.0,
1142
+ 13692
1143
+ ],
1144
+ [
1145
+ 14.9,
1146
+ 16649
1147
+ ],
1148
+ [
1149
+ 15.8,
1150
+ 19144
1151
+ ],
1152
+ [
1153
+ 16.7,
1154
+ 21641
1155
+ ],
1156
+ [
1157
+ 17.6,
1158
+ 24566
1159
+ ],
1160
+ [
1161
+ 18.5,
1162
+ 27105
1163
+ ],
1164
+ [
1165
+ 19.4,
1166
+ 29128
1167
+ ],
1168
+ [
1169
+ 20.3,
1170
+ 31180
1171
+ ],
1172
+ [
1173
+ 21.2,
1174
+ 33239
1175
+ ],
1176
+ [
1177
+ 22.1,
1178
+ 35328
1179
+ ],
1180
+ [
1181
+ 23.0,
1182
+ 37365
1183
+ ],
1184
+ [
1185
+ 23.9,
1186
+ 39433
1187
+ ],
1188
+ [
1189
+ 24.8,
1190
+ 41534
1191
+ ],
1192
+ [
1193
+ 25.7,
1194
+ 43386
1195
+ ],
1196
+ [
1197
+ 26.6,
1198
+ 45171
1199
+ ],
1200
+ [
1201
+ 27.5,
1202
+ 46966
1203
+ ],
1204
+ [
1205
+ 28.4,
1206
+ 48772
1207
+ ],
1208
+ [
1209
+ 29.3,
1210
+ 50587
1211
+ ],
1212
+ [
1213
+ 30.2,
1214
+ 52402
1215
+ ],
1216
+ [
1217
+ 31.1,
1218
+ 54187
1219
+ ],
1220
+ [
1221
+ 32.0,
1222
+ 55980
1223
+ ],
1224
+ [
1225
+ 32.9,
1226
+ 57780
1227
+ ],
1228
+ [
1229
+ 33.8,
1230
+ 59587
1231
+ ],
1232
+ [
1233
+ 34.7,
1234
+ 61401
1235
+ ],
1236
+ [
1237
+ 35.6,
1238
+ 63637
1239
+ ],
1240
+ [
1241
+ 36.5,
1242
+ 66110
1243
+ ],
1244
+ [
1245
+ 37.4,
1246
+ 68615
1247
+ ],
1248
+ [
1249
+ 38.3,
1250
+ 71152
1251
+ ],
1252
+ [
1253
+ 39.2,
1254
+ 73721
1255
+ ],
1256
+ [
1257
+ 40.1,
1258
+ 76321
1259
+ ],
1260
+ [
1261
+ 41.0,
1262
+ 78951
1263
+ ],
1264
+ [
1265
+ 41.9,
1266
+ 81613
1267
+ ],
1268
+ [
1269
+ 42.8,
1270
+ 84304
1271
+ ],
1272
+ [
1273
+ 43.7,
1274
+ 87026
1275
+ ],
1276
+ [
1277
+ 44.6,
1278
+ 89777
1279
+ ],
1280
+ [
1281
+ 45.5,
1282
+ 92838
1283
+ ],
1284
+ [
1285
+ 46.4,
1286
+ 96169
1287
+ ],
1288
+ [
1289
+ 47.3,
1290
+ 99552
1291
+ ],
1292
+ [
1293
+ 48.2,
1294
+ 102987
1295
+ ],
1296
+ [
1297
+ 49.1,
1298
+ 106473
1299
+ ],
1300
+ [
1301
+ 50.0,
1302
+ 110011
1303
+ ],
1304
+ [
1305
+ 50.9,
1306
+ 115124
1307
+ ],
1308
+ [
1309
+ 51.8,
1310
+ 120379
1311
+ ],
1312
+ [
1313
+ 52.7,
1314
+ 125777
1315
+ ],
1316
+ [
1317
+ 53.6,
1318
+ 131320
1319
+ ],
1320
+ [
1321
+ 54.5,
1322
+ 137008
1323
+ ],
1324
+ [
1325
+ 55.4,
1326
+ 142844
1327
+ ],
1328
+ [
1329
+ 56.3,
1330
+ 148828
1331
+ ],
1332
+ [
1333
+ 57.2,
1334
+ 154962
1335
+ ],
1336
+ [
1337
+ 58.1,
1338
+ 161247
1339
+ ],
1340
+ [
1341
+ 59.0,
1342
+ 167684
1343
+ ],
1344
+ [
1345
+ 59.9,
1346
+ 174275
1347
+ ],
1348
+ [
1349
+ 60.8,
1350
+ 181661
1351
+ ],
1352
+ [
1353
+ 61.7,
1354
+ 189327
1355
+ ],
1356
+ [
1357
+ 62.6,
1358
+ 197199
1359
+ ],
1360
+ [
1361
+ 63.5,
1362
+ 205278
1363
+ ],
1364
+ [
1365
+ 64.4,
1366
+ 213568
1367
+ ],
1368
+ [
1369
+ 65.3,
1370
+ 222071
1371
+ ],
1372
+ [
1373
+ 66.2,
1374
+ 230789
1375
+ ],
1376
+ [
1377
+ 67.1,
1378
+ 239724
1379
+ ],
1380
+ [
1381
+ 68.0,
1382
+ 248880
1383
+ ],
1384
+ [
1385
+ 68.9,
1386
+ 258258
1387
+ ],
1388
+ [
1389
+ 69.8,
1390
+ 267860
1391
+ ]
1392
+ ]
1393
+ },
1394
+ {
1395
+ "id": "NAS",
1396
+ "name": "Cumberland River at Nashville, TN",
1397
+ "usgs": "03431500",
1398
+ "nws": "NAST1",
1399
+ "flow_from": "USGS discharge",
1400
+ "thresholds": {
1401
+ "action": {
1402
+ "stage_ft": 30,
1403
+ "flow_cfs": 70072
1404
+ },
1405
+ "minor": {
1406
+ "stage_ft": 40,
1407
+ "flow_cfs": 119465
1408
+ },
1409
+ "moderate": {
1410
+ "stage_ft": 42,
1411
+ "flow_cfs": 128065
1412
+ },
1413
+ "major": {
1414
+ "stage_ft": 45,
1415
+ "flow_cfs": 154611
1416
+ }
1417
+ },
1418
+ "rating": [
1419
+ [
1420
+ 16.0,
1421
+ 1
1422
+ ],
1423
+ [
1424
+ 16.5,
1425
+ 319
1426
+ ],
1427
+ [
1428
+ 17.0,
1429
+ 7904
1430
+ ],
1431
+ [
1432
+ 17.5,
1433
+ 11303
1434
+ ],
1435
+ [
1436
+ 18.0,
1437
+ 16002
1438
+ ],
1439
+ [
1440
+ 18.5,
1441
+ 18155
1442
+ ],
1443
+ [
1444
+ 19.0,
1445
+ 20529
1446
+ ],
1447
+ [
1448
+ 19.5,
1449
+ 23140
1450
+ ],
1451
+ [
1452
+ 20.0,
1453
+ 26003
1454
+ ],
1455
+ [
1456
+ 20.5,
1457
+ 28085
1458
+ ],
1459
+ [
1460
+ 21.0,
1461
+ 30277
1462
+ ],
1463
+ [
1464
+ 21.5,
1465
+ 32582
1466
+ ],
1467
+ [
1468
+ 22.0,
1469
+ 35004
1470
+ ],
1471
+ [
1472
+ 22.5,
1473
+ 37351
1474
+ ],
1475
+ [
1476
+ 23.0,
1477
+ 39799
1478
+ ],
1479
+ [
1480
+ 23.5,
1481
+ 42350
1482
+ ],
1483
+ [
1484
+ 24.0,
1485
+ 45005
1486
+ ],
1487
+ [
1488
+ 24.5,
1489
+ 46983
1490
+ ],
1491
+ [
1492
+ 25.0,
1493
+ 49006
1494
+ ],
1495
+ [
1496
+ 25.5,
1497
+ 51404
1498
+ ],
1499
+ [
1500
+ 26.0,
1501
+ 53870
1502
+ ],
1503
+ [
1504
+ 26.5,
1505
+ 56404
1506
+ ],
1507
+ [
1508
+ 27.0,
1509
+ 59007
1510
+ ],
1511
+ [
1512
+ 27.5,
1513
+ 61090
1514
+ ],
1515
+ [
1516
+ 28.0,
1517
+ 63207
1518
+ ],
1519
+ [
1520
+ 28.5,
1521
+ 64900
1522
+ ],
1523
+ [
1524
+ 29.0,
1525
+ 66608
1526
+ ],
1527
+ [
1528
+ 29.5,
1529
+ 68333
1530
+ ],
1531
+ [
1532
+ 30.0,
1533
+ 70072
1534
+ ],
1535
+ [
1536
+ 30.5,
1537
+ 71916
1538
+ ],
1539
+ [
1540
+ 31.0,
1541
+ 73857
1542
+ ],
1543
+ [
1544
+ 31.5,
1545
+ 75817
1546
+ ],
1547
+ [
1548
+ 32.0,
1549
+ 77798
1550
+ ],
1551
+ [
1552
+ 32.5,
1553
+ 79922
1554
+ ],
1555
+ [
1556
+ 33.0,
1557
+ 82248
1558
+ ],
1559
+ [
1560
+ 33.5,
1561
+ 85371
1562
+ ],
1563
+ [
1564
+ 34.0,
1565
+ 88564
1566
+ ],
1567
+ [
1568
+ 34.5,
1569
+ 91817
1570
+ ],
1571
+ [
1572
+ 35.0,
1573
+ 95102
1574
+ ],
1575
+ [
1576
+ 35.5,
1577
+ 98591
1578
+ ],
1579
+ [
1580
+ 36.0,
1581
+ 101034
1582
+ ],
1583
+ [
1584
+ 36.5,
1585
+ 103546
1586
+ ],
1587
+ [
1588
+ 37.0,
1589
+ 105764
1590
+ ],
1591
+ [
1592
+ 37.5,
1593
+ 108000
1594
+ ],
1595
+ [
1596
+ 38.0,
1597
+ 110268
1598
+ ],
1599
+ [
1600
+ 38.5,
1601
+ 112593
1602
+ ],
1603
+ [
1604
+ 39.0,
1605
+ 114934
1606
+ ],
1607
+ [
1608
+ 39.5,
1609
+ 117201
1610
+ ],
1611
+ [
1612
+ 40.0,
1613
+ 119465
1614
+ ],
1615
+ [
1616
+ 40.5,
1617
+ 121578
1618
+ ],
1619
+ [
1620
+ 41.0,
1621
+ 123690
1622
+ ],
1623
+ [
1624
+ 41.5,
1625
+ 125756
1626
+ ],
1627
+ [
1628
+ 42.0,
1629
+ 128065
1630
+ ],
1631
+ [
1632
+ 42.5,
1633
+ 130746
1634
+ ],
1635
+ [
1636
+ 43.0,
1637
+ 134126
1638
+ ],
1639
+ [
1640
+ 43.5,
1641
+ 138841
1642
+ ],
1643
+ [
1644
+ 44.0,
1645
+ 143682
1646
+ ],
1647
+ [
1648
+ 44.5,
1649
+ 148696
1650
+ ],
1651
+ [
1652
+ 45.0,
1653
+ 154611
1654
+ ],
1655
+ [
1656
+ 45.5,
1657
+ 160439
1658
+ ],
1659
+ [
1660
+ 46.0,
1661
+ 165807
1662
+ ],
1663
+ [
1664
+ 46.5,
1665
+ 171294
1666
+ ],
1667
+ [
1668
+ 47.0,
1669
+ 176872
1670
+ ],
1671
+ [
1672
+ 47.5,
1673
+ 182524
1674
+ ],
1675
+ [
1676
+ 48.0,
1677
+ 188295
1678
+ ],
1679
+ [
1680
+ 48.5,
1681
+ 193816
1682
+ ],
1683
+ [
1684
+ 49.0,
1685
+ 199061
1686
+ ],
1687
+ [
1688
+ 49.5,
1689
+ 204393
1690
+ ],
1691
+ [
1692
+ 50.0,
1693
+ 209812
1694
+ ],
1695
+ [
1696
+ 50.5,
1697
+ 215318
1698
+ ],
1699
+ [
1700
+ 51.0,
1701
+ 220913
1702
+ ],
1703
+ [
1704
+ 51.5,
1705
+ 226596
1706
+ ]
1707
+ ]
1708
+ }
1709
+ ],
1710
+ "lag_hours": {
1711
+ "WC": {
1712
+ "BRK": 10,
1713
+ "CEL": 18,
1714
+ "NAS": 26
1715
+ },
1716
+ "DH": {
1717
+ "CEL": 2,
1718
+ "NAS": 10
1719
+ },
1720
+ "CH": {
1721
+ "NAS": 18
1722
+ },
1723
+ "JPP": {
1724
+ "NAS": 2
1725
+ }
1726
+ },
1727
+ "gap_hours_filled": {
1728
+ "WC_out": 0,
1729
+ "WC_stor": 0,
1730
+ "WC_elev": 0,
1731
+ "DH_out": 0,
1732
+ "DH_stor": 0,
1733
+ "DH_elev": 0,
1734
+ "CH_out": 0,
1735
+ "CH_stor": 0,
1736
+ "CH_elev": 0,
1737
+ "JPP_out": 0,
1738
+ "JPP_stor": 0,
1739
+ "JPP_elev": 0,
1740
+ "BRK_flow": 0,
1741
+ "CEL_flow": 85,
1742
+ "NAS_flow": 3
1743
+ }
1744
+ }
data/forecasts.csv.gz ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f3e32a2e66a78bd5b59bdcb96e6a95086ed905474d7d174df1f36c43fe70ea16
3
+ size 46541
data/record.csv.gz ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:eedd26ce089911ecb1122a3ae1ccd047b07ce5c538c14f43240f84b3f66da52d
3
+ size 32242
runs/2026-10-30-beam-pilot3/board.md ADDED
@@ -0,0 +1,5 @@
 
 
 
 
 
 
1
+ # 2026-10-30-beam-pilot3
2
+
3
+ | model | n | mean reward (95% CI) | real | storm | full | feasible | solved | beat rule | median rho | no submit | out tokens/ep |
4
+ |---|---:|---|---:|---:|---:|---:|---:|---:|---:|---:|---:|
5
+ | hf:reflection/Beam-1.0-501B-A23B:baseten | 3 | **0.402** (0.241-0.582) | 0.383 | 0.582 | 0.240 | 3 | 0 | 3 | 0.369 | 0 | 32,305 |
runs/2026-10-30-beam-pilot3/index.json ADDED
@@ -0,0 +1,447 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "run": "2026-10-30-beam-pilot3",
3
+ "episodes": [
4
+ {
5
+ "spec": "hf:reflection/Beam-1.0-501B-A23B:baseten",
6
+ "task_id": "cum-2025-02-14-00-24s-storm-x1.5",
7
+ "tier": "storm",
8
+ "reward": 0.5818,
9
+ "rho": 0.1849,
10
+ "solved": false,
11
+ "feasible": true,
12
+ "cost": 3160.443,
13
+ "opt_cost": 2719.121,
14
+ "lazy_cost": 5105.7215,
15
+ "rule_cost": 3439.7099,
16
+ "corps_cost": null,
17
+ "end_reason": "submitted",
18
+ "turns": 11,
19
+ "seconds": 69.7,
20
+ "checks": 10,
21
+ "usage": {
22
+ "input_tokens": 82215,
23
+ "cache_creation_input_tokens": 0,
24
+ "cache_read_input_tokens": 233728,
25
+ "output_tokens": 32305
26
+ },
27
+ "plan": [
28
+ {
29
+ "dam": "WC",
30
+ "from": 0,
31
+ "cfs": 0
32
+ },
33
+ {
34
+ "dam": "WC",
35
+ "from": 13,
36
+ "cfs": 18000
37
+ },
38
+ {
39
+ "dam": "WC",
40
+ "from": 14,
41
+ "cfs": 36000
42
+ },
43
+ {
44
+ "dam": "WC",
45
+ "from": 15,
46
+ "cfs": 41900
47
+ },
48
+ {
49
+ "dam": "DH",
50
+ "from": 0,
51
+ "cfs": 0
52
+ },
53
+ {
54
+ "dam": "CH",
55
+ "from": 0,
56
+ "cfs": 0
57
+ },
58
+ {
59
+ "dam": "JPP",
60
+ "from": 0,
61
+ "cfs": 0
62
+ }
63
+ ],
64
+ "mode": "plan",
65
+ "commits": [],
66
+ "realised_cost": null
67
+ },
68
+ {
69
+ "spec": "hf:reflection/Beam-1.0-501B-A23B:baseten",
70
+ "task_id": "cum-2025-04-02-00-24s-real",
71
+ "tier": "real",
72
+ "reward": 0.3825,
73
+ "rho": 0.3694,
74
+ "solved": false,
75
+ "feasible": true,
76
+ "cost": 568.436,
77
+ "opt_cost": 513.6906,
78
+ "lazy_cost": 661.8857,
79
+ "rule_cost": 690.74,
80
+ "corps_cost": 757.7959,
81
+ "end_reason": "submitted",
82
+ "turns": 11,
83
+ "seconds": 180.2,
84
+ "checks": 9,
85
+ "usage": {
86
+ "input_tokens": 185228,
87
+ "cache_creation_input_tokens": 0,
88
+ "cache_read_input_tokens": 624704,
89
+ "output_tokens": 98719
90
+ },
91
+ "plan": [
92
+ {
93
+ "dam": "WC",
94
+ "from": 0,
95
+ "cfs": 31186
96
+ },
97
+ {
98
+ "dam": "WC",
99
+ "from": 1,
100
+ "cfs": 23691
101
+ },
102
+ {
103
+ "dam": "WC",
104
+ "from": 2,
105
+ "cfs": 34666
106
+ },
107
+ {
108
+ "dam": "WC",
109
+ "from": 3,
110
+ "cfs": 20266
111
+ },
112
+ {
113
+ "dam": "WC",
114
+ "from": 4,
115
+ "cfs": 26609
116
+ },
117
+ {
118
+ "dam": "WC",
119
+ "from": 5,
120
+ "cfs": 12209
121
+ },
122
+ {
123
+ "dam": "WC",
124
+ "from": 6,
125
+ "cfs": 16700
126
+ },
127
+ {
128
+ "dam": "WC",
129
+ "from": 7,
130
+ "cfs": 7702
131
+ },
132
+ {
133
+ "dam": "WC",
134
+ "from": 8,
135
+ "cfs": 22102
136
+ },
137
+ {
138
+ "dam": "WC",
139
+ "from": 9,
140
+ "cfs": 10567
141
+ },
142
+ {
143
+ "dam": "WC",
144
+ "from": 10,
145
+ "cfs": 24967
146
+ },
147
+ {
148
+ "dam": "WC",
149
+ "from": 11,
150
+ "cfs": 19678
151
+ },
152
+ {
153
+ "dam": "WC",
154
+ "from": 12,
155
+ "cfs": 33402
156
+ },
157
+ {
158
+ "dam": "WC",
159
+ "from": 13,
160
+ "cfs": 19002
161
+ },
162
+ {
163
+ "dam": "WC",
164
+ "from": 14,
165
+ "cfs": 33402
166
+ },
167
+ {
168
+ "dam": "WC",
169
+ "from": 15,
170
+ "cfs": 21387
171
+ },
172
+ {
173
+ "dam": "WC",
174
+ "from": 16,
175
+ "cfs": 27413
176
+ },
177
+ {
178
+ "dam": "WC",
179
+ "from": 17,
180
+ "cfs": 13013
181
+ },
182
+ {
183
+ "dam": "WC",
184
+ "from": 18,
185
+ "cfs": 27413
186
+ },
187
+ {
188
+ "dam": "WC",
189
+ "from": 19,
190
+ "cfs": 28114
191
+ },
192
+ {
193
+ "dam": "WC",
194
+ "from": 20,
195
+ "cfs": 31286
196
+ },
197
+ {
198
+ "dam": "WC",
199
+ "from": 21,
200
+ "cfs": 29773
201
+ },
202
+ {
203
+ "dam": "WC",
204
+ "from": 22,
205
+ "cfs": 15373
206
+ },
207
+ {
208
+ "dam": "WC",
209
+ "from": 23,
210
+ "cfs": 973
211
+ },
212
+ {
213
+ "dam": "DH",
214
+ "from": 0,
215
+ "cfs": 8125
216
+ },
217
+ {
218
+ "dam": "DH",
219
+ "from": 1,
220
+ "cfs": 5500
221
+ },
222
+ {
223
+ "dam": "CH",
224
+ "from": 0,
225
+ "cfs": 15261
226
+ },
227
+ {
228
+ "dam": "CH",
229
+ "from": 1,
230
+ "cfs": 25261
231
+ },
232
+ {
233
+ "dam": "CH",
234
+ "from": 2,
235
+ "cfs": 25300
236
+ },
237
+ {
238
+ "dam": "CH",
239
+ "from": 4,
240
+ "cfs": 21100
241
+ },
242
+ {
243
+ "dam": "CH",
244
+ "from": 5,
245
+ "cfs": 11100
246
+ },
247
+ {
248
+ "dam": "CH",
249
+ "from": 6,
250
+ "cfs": 5300
251
+ },
252
+ {
253
+ "dam": "CH",
254
+ "from": 7,
255
+ "cfs": 9534
256
+ },
257
+ {
258
+ "dam": "CH",
259
+ "from": 8,
260
+ "cfs": 0
261
+ },
262
+ {
263
+ "dam": "JPP",
264
+ "from": 0,
265
+ "cfs": 7350
266
+ },
267
+ {
268
+ "dam": "JPP",
269
+ "from": 1,
270
+ "cfs": 12350
271
+ },
272
+ {
273
+ "dam": "JPP",
274
+ "from": 2,
275
+ "cfs": 14900
276
+ },
277
+ {
278
+ "dam": "JPP",
279
+ "from": 7,
280
+ "cfs": 14825
281
+ },
282
+ {
283
+ "dam": "JPP",
284
+ "from": 8,
285
+ "cfs": 14900
286
+ },
287
+ {
288
+ "dam": "JPP",
289
+ "from": 10,
290
+ "cfs": 9900
291
+ },
292
+ {
293
+ "dam": "JPP",
294
+ "from": 11,
295
+ "cfs": 4900
296
+ },
297
+ {
298
+ "dam": "JPP",
299
+ "from": 12,
300
+ "cfs": 3725
301
+ }
302
+ ],
303
+ "mode": "plan",
304
+ "commits": [],
305
+ "realised_cost": null
306
+ },
307
+ {
308
+ "spec": "hf:reflection/Beam-1.0-501B-A23B:baseten",
309
+ "task_id": "cum-2025-04-03-00-24s-full-f0.5",
310
+ "tier": "full",
311
+ "reward": 0.2405,
312
+ "rho": 0.7457,
313
+ "solved": false,
314
+ "feasible": true,
315
+ "cost": 5072.371,
316
+ "opt_cost": 4329.6552,
317
+ "lazy_cost": 5325.6166,
318
+ "rule_cost": 6272.3496,
319
+ "corps_cost": null,
320
+ "end_reason": "submitted",
321
+ "turns": 12,
322
+ "seconds": 54.4,
323
+ "checks": 10,
324
+ "usage": {
325
+ "input_tokens": 71436,
326
+ "cache_creation_input_tokens": 0,
327
+ "cache_read_input_tokens": 248064,
328
+ "output_tokens": 23416
329
+ },
330
+ "plan": [
331
+ {
332
+ "dam": "WC",
333
+ "from": 0,
334
+ "cfs": 26000
335
+ },
336
+ {
337
+ "dam": "WC",
338
+ "from": 1,
339
+ "cfs": 33000
340
+ },
341
+ {
342
+ "dam": "WC",
343
+ "from": 5,
344
+ "cfs": 29000
345
+ },
346
+ {
347
+ "dam": "WC",
348
+ "from": 8,
349
+ "cfs": 28000
350
+ },
351
+ {
352
+ "dam": "WC",
353
+ "from": 15,
354
+ "cfs": 25000
355
+ },
356
+ {
357
+ "dam": "WC",
358
+ "from": 20,
359
+ "cfs": 23000
360
+ },
361
+ {
362
+ "dam": "DH",
363
+ "from": 0,
364
+ "cfs": 4000
365
+ },
366
+ {
367
+ "dam": "DH",
368
+ "from": 1,
369
+ "cfs": 5500
370
+ },
371
+ {
372
+ "dam": "DH",
373
+ "from": 3,
374
+ "cfs": 4500
375
+ },
376
+ {
377
+ "dam": "DH",
378
+ "from": 8,
379
+ "cfs": 3500
380
+ },
381
+ {
382
+ "dam": "DH",
383
+ "from": 18,
384
+ "cfs": 3000
385
+ },
386
+ {
387
+ "dam": "CH",
388
+ "from": 0,
389
+ "cfs": 13000
390
+ },
391
+ {
392
+ "dam": "CH",
393
+ "from": 1,
394
+ "cfs": 16000
395
+ },
396
+ {
397
+ "dam": "CH",
398
+ "from": 7,
399
+ "cfs": 13000
400
+ },
401
+ {
402
+ "dam": "CH",
403
+ "from": 16,
404
+ "cfs": 12500
405
+ },
406
+ {
407
+ "dam": "CH",
408
+ "from": 20,
409
+ "cfs": 11000
410
+ },
411
+ {
412
+ "dam": "JPP",
413
+ "from": 0,
414
+ "cfs": 6000
415
+ },
416
+ {
417
+ "dam": "JPP",
418
+ "from": 1,
419
+ "cfs": 8000
420
+ },
421
+ {
422
+ "dam": "JPP",
423
+ "from": 9,
424
+ "cfs": 7000
425
+ },
426
+ {
427
+ "dam": "JPP",
428
+ "from": 10,
429
+ "cfs": 8500
430
+ },
431
+ {
432
+ "dam": "JPP",
433
+ "from": 18,
434
+ "cfs": 6500
435
+ },
436
+ {
437
+ "dam": "JPP",
438
+ "from": 22,
439
+ "cfs": 5000
440
+ }
441
+ ],
442
+ "mode": "plan",
443
+ "commits": [],
444
+ "realised_cost": null
445
+ }
446
+ ]
447
+ }
runs/2026-10-30-opus-cli-sample24/board.md ADDED
@@ -0,0 +1,5 @@
 
 
 
 
 
 
1
+ # 2026-10-30-opus-cli-sample24
2
+
3
+ | model | n | mean reward (95% CI) | real | storm | full | feasible | solved | beat rule | median rho | no submit | out tokens/ep |
4
+ |---|---:|---|---:|---:|---:|---:|---:|---:|---:|---:|---:|
5
+ | claude-cli:claude-opus-5-5@high | 24 | **0.977** (0.963-0.987) | 0.954 | 0.986 | 0.990 | 24 | 22 | 24 | 0.004 | 0 | 62,029 |
runs/2026-10-30-opus-cli-sample24/index.json ADDED
@@ -0,0 +1,6546 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "run": "2026-10-30-opus-cli-sample24",
3
+ "episodes": [
4
+ {
5
+ "spec": "claude-cli:claude-opus-5-5@high",
6
+ "task_id": "cum-2025-02-13-00-24s-full-f0.5",
7
+ "tier": "full",
8
+ "reward": 0.9886,
9
+ "rho": 0.0036,
10
+ "solved": true,
11
+ "feasible": true,
12
+ "cost": 9789.363,
13
+ "opt_cost": 9753.6071,
14
+ "lazy_cost": 19679.9947,
15
+ "rule_cost": 12623.6712,
16
+ "corps_cost": null,
17
+ "end_reason": "submitted",
18
+ "turns": 4,
19
+ "seconds": 638.5,
20
+ "checks": 2,
21
+ "usage": {
22
+ "input_tokens": 8,
23
+ "cache_creation_input_tokens": 74521,
24
+ "cache_read_input_tokens": 137956,
25
+ "output_tokens": 68759
26
+ },
27
+ "plan": [
28
+ {
29
+ "dam": "WC",
30
+ "from": 0,
31
+ "cfs": 37320
32
+ },
33
+ {
34
+ "dam": "WC",
35
+ "from": 1,
36
+ "cfs": 33194
37
+ },
38
+ {
39
+ "dam": "WC",
40
+ "from": 3,
41
+ "cfs": 36800
42
+ },
43
+ {
44
+ "dam": "WC",
45
+ "from": 8,
46
+ "cfs": 31400
47
+ },
48
+ {
49
+ "dam": "WC",
50
+ "from": 9,
51
+ "cfs": 13440
52
+ },
53
+ {
54
+ "dam": "WC",
55
+ "from": 10,
56
+ "cfs": 3438
57
+ },
58
+ {
59
+ "dam": "WC",
60
+ "from": 11,
61
+ "cfs": 9363
62
+ },
63
+ {
64
+ "dam": "WC",
65
+ "from": 12,
66
+ "cfs": 7922
67
+ },
68
+ {
69
+ "dam": "WC",
70
+ "from": 13,
71
+ "cfs": 13367
72
+ },
73
+ {
74
+ "dam": "WC",
75
+ "from": 14,
76
+ "cfs": 22624
77
+ },
78
+ {
79
+ "dam": "WC",
80
+ "from": 15,
81
+ "cfs": 28501
82
+ },
83
+ {
84
+ "dam": "WC",
85
+ "from": 16,
86
+ "cfs": 36541
87
+ },
88
+ {
89
+ "dam": "WC",
90
+ "from": 17,
91
+ "cfs": 37000
92
+ },
93
+ {
94
+ "dam": "WC",
95
+ "from": 18,
96
+ "cfs": 37300
97
+ },
98
+ {
99
+ "dam": "WC",
100
+ "from": 21,
101
+ "cfs": 48891
102
+ },
103
+ {
104
+ "dam": "WC",
105
+ "from": 22,
106
+ "cfs": 51989
107
+ },
108
+ {
109
+ "dam": "WC",
110
+ "from": 23,
111
+ "cfs": 59900
112
+ },
113
+ {
114
+ "dam": "DH",
115
+ "from": 0,
116
+ "cfs": 7945
117
+ },
118
+ {
119
+ "dam": "DH",
120
+ "from": 1,
121
+ "cfs": 10100
122
+ },
123
+ {
124
+ "dam": "DH",
125
+ "from": 10,
126
+ "cfs": 5600
127
+ },
128
+ {
129
+ "dam": "DH",
130
+ "from": 11,
131
+ "cfs": 6500
132
+ },
133
+ {
134
+ "dam": "DH",
135
+ "from": 12,
136
+ "cfs": 10100
137
+ },
138
+ {
139
+ "dam": "CH",
140
+ "from": 0,
141
+ "cfs": 17718
142
+ },
143
+ {
144
+ "dam": "CH",
145
+ "from": 1,
146
+ "cfs": 25300
147
+ },
148
+ {
149
+ "dam": "CH",
150
+ "from": 4,
151
+ "cfs": 23948
152
+ },
153
+ {
154
+ "dam": "CH",
155
+ "from": 5,
156
+ "cfs": 13948
157
+ },
158
+ {
159
+ "dam": "CH",
160
+ "from": 6,
161
+ "cfs": 12682
162
+ },
163
+ {
164
+ "dam": "CH",
165
+ "from": 7,
166
+ "cfs": 15158
167
+ },
168
+ {
169
+ "dam": "CH",
170
+ "from": 8,
171
+ "cfs": 5158
172
+ },
173
+ {
174
+ "dam": "CH",
175
+ "from": 9,
176
+ "cfs": 0
177
+ },
178
+ {
179
+ "dam": "CH",
180
+ "from": 11,
181
+ "cfs": 10000
182
+ },
183
+ {
184
+ "dam": "CH",
185
+ "from": 12,
186
+ "cfs": 13291
187
+ },
188
+ {
189
+ "dam": "CH",
190
+ "from": 13,
191
+ "cfs": 13046
192
+ },
193
+ {
194
+ "dam": "CH",
195
+ "from": 14,
196
+ "cfs": 11000
197
+ },
198
+ {
199
+ "dam": "CH",
200
+ "from": 15,
201
+ "cfs": 4571
202
+ },
203
+ {
204
+ "dam": "CH",
205
+ "from": 16,
206
+ "cfs": 1402
207
+ },
208
+ {
209
+ "dam": "CH",
210
+ "from": 17,
211
+ "cfs": 732
212
+ },
213
+ {
214
+ "dam": "CH",
215
+ "from": 18,
216
+ "cfs": 4290
217
+ },
218
+ {
219
+ "dam": "CH",
220
+ "from": 19,
221
+ "cfs": 6319
222
+ },
223
+ {
224
+ "dam": "CH",
225
+ "from": 20,
226
+ "cfs": 15704
227
+ },
228
+ {
229
+ "dam": "CH",
230
+ "from": 21,
231
+ "cfs": 24571
232
+ },
233
+ {
234
+ "dam": "CH",
235
+ "from": 22,
236
+ "cfs": 25300
237
+ },
238
+ {
239
+ "dam": "JPP",
240
+ "from": 0,
241
+ "cfs": 9900
242
+ },
243
+ {
244
+ "dam": "JPP",
245
+ "from": 1,
246
+ "cfs": 14900
247
+ },
248
+ {
249
+ "dam": "JPP",
250
+ "from": 9,
251
+ "cfs": 10000
252
+ },
253
+ {
254
+ "dam": "JPP",
255
+ "from": 10,
256
+ "cfs": 5000
257
+ },
258
+ {
259
+ "dam": "JPP",
260
+ "from": 11,
261
+ "cfs": 0
262
+ },
263
+ {
264
+ "dam": "JPP",
265
+ "from": 14,
266
+ "cfs": 3600
267
+ },
268
+ {
269
+ "dam": "JPP",
270
+ "from": 15,
271
+ "cfs": 0
272
+ },
273
+ {
274
+ "dam": "JPP",
275
+ "from": 22,
276
+ "cfs": 5000
277
+ },
278
+ {
279
+ "dam": "JPP",
280
+ "from": 23,
281
+ "cfs": 10000
282
+ }
283
+ ],
284
+ "mode": "plan",
285
+ "commits": [],
286
+ "realised_cost": null
287
+ },
288
+ {
289
+ "spec": "claude-cli:claude-opus-5-5@high",
290
+ "task_id": "cum-2025-02-13-00-24s-real",
291
+ "tier": "real",
292
+ "reward": 0.9962,
293
+ "rho": 0.0012,
294
+ "solved": true,
295
+ "feasible": true,
296
+ "cost": 560.444,
297
+ "opt_cost": 560.0351,
298
+ "lazy_cost": 900.4755,
299
+ "rule_cost": 739.9147,
300
+ "corps_cost": 836.8922,
301
+ "end_reason": "submitted",
302
+ "turns": 4,
303
+ "seconds": 405.9,
304
+ "checks": 2,
305
+ "usage": {
306
+ "input_tokens": 8,
307
+ "cache_creation_input_tokens": 47146,
308
+ "cache_read_input_tokens": 92763,
309
+ "output_tokens": 41542
310
+ },
311
+ "plan": [
312
+ {
313
+ "dam": "DH",
314
+ "from": 0,
315
+ "cfs": 0
316
+ },
317
+ {
318
+ "dam": "CH",
319
+ "from": 0,
320
+ "cfs": 7718
321
+ },
322
+ {
323
+ "dam": "CH",
324
+ "from": 6,
325
+ "cfs": 7520
326
+ },
327
+ {
328
+ "dam": "CH",
329
+ "from": 7,
330
+ "cfs": 0
331
+ },
332
+ {
333
+ "dam": "JPP",
334
+ "from": 0,
335
+ "cfs": 9900
336
+ },
337
+ {
338
+ "dam": "JPP",
339
+ "from": 1,
340
+ "cfs": 14900
341
+ },
342
+ {
343
+ "dam": "JPP",
344
+ "from": 18,
345
+ "cfs": 10500
346
+ },
347
+ {
348
+ "dam": "JPP",
349
+ "from": 19,
350
+ "cfs": 5500
351
+ },
352
+ {
353
+ "dam": "JPP",
354
+ "from": 20,
355
+ "cfs": 2780
356
+ },
357
+ {
358
+ "dam": "JPP",
359
+ "from": 21,
360
+ "cfs": 0
361
+ },
362
+ {
363
+ "dam": "WC",
364
+ "from": 0,
365
+ "cfs": 37320
366
+ },
367
+ {
368
+ "dam": "WC",
369
+ "from": 1,
370
+ "cfs": 30174
371
+ },
372
+ {
373
+ "dam": "WC",
374
+ "from": 2,
375
+ "cfs": 39173
376
+ },
377
+ {
378
+ "dam": "WC",
379
+ "from": 3,
380
+ "cfs": 35906
381
+ },
382
+ {
383
+ "dam": "WC",
384
+ "from": 4,
385
+ "cfs": 38822
386
+ },
387
+ {
388
+ "dam": "WC",
389
+ "from": 5,
390
+ "cfs": 33356
391
+ },
392
+ {
393
+ "dam": "WC",
394
+ "from": 6,
395
+ "cfs": 43720
396
+ },
397
+ {
398
+ "dam": "WC",
399
+ "from": 7,
400
+ "cfs": 33067
401
+ },
402
+ {
403
+ "dam": "WC",
404
+ "from": 8,
405
+ "cfs": 17506
406
+ },
407
+ {
408
+ "dam": "WC",
409
+ "from": 9,
410
+ "cfs": 7160
411
+ },
412
+ {
413
+ "dam": "WC",
414
+ "from": 10,
415
+ "cfs": 14143
416
+ },
417
+ {
418
+ "dam": "WC",
419
+ "from": 11,
420
+ "cfs": 1202
421
+ },
422
+ {
423
+ "dam": "WC",
424
+ "from": 12,
425
+ "cfs": 2751
426
+ },
427
+ {
428
+ "dam": "WC",
429
+ "from": 13,
430
+ "cfs": 7198
431
+ },
432
+ {
433
+ "dam": "WC",
434
+ "from": 14,
435
+ "cfs": 12779
436
+ },
437
+ {
438
+ "dam": "WC",
439
+ "from": 15,
440
+ "cfs": 20448
441
+ },
442
+ {
443
+ "dam": "WC",
444
+ "from": 16,
445
+ "cfs": 31226
446
+ },
447
+ {
448
+ "dam": "WC",
449
+ "from": 17,
450
+ "cfs": 33928
451
+ },
452
+ {
453
+ "dam": "WC",
454
+ "from": 18,
455
+ "cfs": 38232
456
+ },
457
+ {
458
+ "dam": "WC",
459
+ "from": 19,
460
+ "cfs": 39504
461
+ },
462
+ {
463
+ "dam": "WC",
464
+ "from": 20,
465
+ "cfs": 37475
466
+ },
467
+ {
468
+ "dam": "WC",
469
+ "from": 21,
470
+ "cfs": 41765
471
+ },
472
+ {
473
+ "dam": "WC",
474
+ "from": 22,
475
+ "cfs": 31109
476
+ },
477
+ {
478
+ "dam": "WC",
479
+ "from": 23,
480
+ "cfs": 49100
481
+ }
482
+ ],
483
+ "mode": "plan",
484
+ "commits": [],
485
+ "realised_cost": null
486
+ },
487
+ {
488
+ "spec": "claude-cli:claude-opus-5-5@high",
489
+ "task_id": "cum-2025-02-13-00-24s-storm-x1.5",
490
+ "tier": "storm",
491
+ "reward": 0.9913,
492
+ "rho": 0.0027,
493
+ "solved": true,
494
+ "feasible": true,
495
+ "cost": 2885.126,
496
+ "opt_cost": 2874.271,
497
+ "lazy_cost": 6843.3369,
498
+ "rule_cost": 3675.1063,
499
+ "corps_cost": null,
500
+ "end_reason": "submitted",
501
+ "turns": 5,
502
+ "seconds": 610.8,
503
+ "checks": 3,
504
+ "usage": {
505
+ "input_tokens": 10,
506
+ "cache_creation_input_tokens": 72476,
507
+ "cache_read_input_tokens": 199716,
508
+ "output_tokens": 65665
509
+ },
510
+ "plan": [
511
+ {
512
+ "dam": "WC",
513
+ "from": 0,
514
+ "cfs": 37300
515
+ },
516
+ {
517
+ "dam": "WC",
518
+ "from": 1,
519
+ "cfs": 30400
520
+ },
521
+ {
522
+ "dam": "WC",
523
+ "from": 2,
524
+ "cfs": 28500
525
+ },
526
+ {
527
+ "dam": "WC",
528
+ "from": 3,
529
+ "cfs": 35900
530
+ },
531
+ {
532
+ "dam": "WC",
533
+ "from": 4,
534
+ "cfs": 34100
535
+ },
536
+ {
537
+ "dam": "WC",
538
+ "from": 5,
539
+ "cfs": 38100
540
+ },
541
+ {
542
+ "dam": "WC",
543
+ "from": 6,
544
+ "cfs": 29300
545
+ },
546
+ {
547
+ "dam": "WC",
548
+ "from": 7,
549
+ "cfs": 11300
550
+ },
551
+ {
552
+ "dam": "WC",
553
+ "from": 8,
554
+ "cfs": 0
555
+ },
556
+ {
557
+ "dam": "WC",
558
+ "from": 16,
559
+ "cfs": 11500
560
+ },
561
+ {
562
+ "dam": "WC",
563
+ "from": 17,
564
+ "cfs": 20500
565
+ },
566
+ {
567
+ "dam": "WC",
568
+ "from": 18,
569
+ "cfs": 28800
570
+ },
571
+ {
572
+ "dam": "WC",
573
+ "from": 19,
574
+ "cfs": 38900
575
+ },
576
+ {
577
+ "dam": "WC",
578
+ "from": 20,
579
+ "cfs": 36900
580
+ },
581
+ {
582
+ "dam": "WC",
583
+ "from": 21,
584
+ "cfs": 41200
585
+ },
586
+ {
587
+ "dam": "WC",
588
+ "from": 22,
589
+ "cfs": 29600
590
+ },
591
+ {
592
+ "dam": "WC",
593
+ "from": 23,
594
+ "cfs": 47600
595
+ },
596
+ {
597
+ "dam": "DH",
598
+ "from": 0,
599
+ "cfs": 7945
600
+ },
601
+ {
602
+ "dam": "DH",
603
+ "from": 1,
604
+ "cfs": 10100
605
+ },
606
+ {
607
+ "dam": "DH",
608
+ "from": 3,
609
+ "cfs": 5600
610
+ },
611
+ {
612
+ "dam": "DH",
613
+ "from": 4,
614
+ "cfs": 1100
615
+ },
616
+ {
617
+ "dam": "DH",
618
+ "from": 5,
619
+ "cfs": 4500
620
+ },
621
+ {
622
+ "dam": "DH",
623
+ "from": 6,
624
+ "cfs": 0
625
+ },
626
+ {
627
+ "dam": "CH",
628
+ "from": 0,
629
+ "cfs": 17700
630
+ },
631
+ {
632
+ "dam": "CH",
633
+ "from": 1,
634
+ "cfs": 15400
635
+ },
636
+ {
637
+ "dam": "CH",
638
+ "from": 2,
639
+ "cfs": 18300
640
+ },
641
+ {
642
+ "dam": "CH",
643
+ "from": 3,
644
+ "cfs": 25300
645
+ },
646
+ {
647
+ "dam": "CH",
648
+ "from": 4,
649
+ "cfs": 15500
650
+ },
651
+ {
652
+ "dam": "CH",
653
+ "from": 5,
654
+ "cfs": 5500
655
+ },
656
+ {
657
+ "dam": "CH",
658
+ "from": 6,
659
+ "cfs": 400
660
+ },
661
+ {
662
+ "dam": "CH",
663
+ "from": 7,
664
+ "cfs": 7000
665
+ },
666
+ {
667
+ "dam": "CH",
668
+ "from": 8,
669
+ "cfs": 400
670
+ },
671
+ {
672
+ "dam": "CH",
673
+ "from": 9,
674
+ "cfs": 0
675
+ },
676
+ {
677
+ "dam": "CH",
678
+ "from": 20,
679
+ "cfs": 8900
680
+ },
681
+ {
682
+ "dam": "CH",
683
+ "from": 21,
684
+ "cfs": 14300
685
+ },
686
+ {
687
+ "dam": "CH",
688
+ "from": 22,
689
+ "cfs": 16400
690
+ },
691
+ {
692
+ "dam": "CH",
693
+ "from": 23,
694
+ "cfs": 25300
695
+ },
696
+ {
697
+ "dam": "JPP",
698
+ "from": 0,
699
+ "cfs": 9900
700
+ },
701
+ {
702
+ "dam": "JPP",
703
+ "from": 1,
704
+ "cfs": 14900
705
+ },
706
+ {
707
+ "dam": "JPP",
708
+ "from": 8,
709
+ "cfs": 13600
710
+ },
711
+ {
712
+ "dam": "JPP",
713
+ "from": 9,
714
+ "cfs": 8600
715
+ },
716
+ {
717
+ "dam": "JPP",
718
+ "from": 10,
719
+ "cfs": 3600
720
+ },
721
+ {
722
+ "dam": "JPP",
723
+ "from": 11,
724
+ "cfs": 0
725
+ },
726
+ {
727
+ "dam": "JPP",
728
+ "from": 23,
729
+ "cfs": 5000
730
+ }
731
+ ],
732
+ "mode": "plan",
733
+ "commits": [],
734
+ "realised_cost": null
735
+ },
736
+ {
737
+ "spec": "claude-cli:claude-opus-5-5@high",
738
+ "task_id": "cum-2025-02-14-00-24s-full-f0.5",
739
+ "tier": "full",
740
+ "reward": 0.9897,
741
+ "rho": 0.0032,
742
+ "solved": true,
743
+ "feasible": true,
744
+ "cost": 9300.287,
745
+ "opt_cost": 9268.5621,
746
+ "lazy_cost": 19084.7472,
747
+ "rule_cost": 11966.1665,
748
+ "corps_cost": null,
749
+ "end_reason": "submitted",
750
+ "turns": 5,
751
+ "seconds": 676.6,
752
+ "checks": 3,
753
+ "usage": {
754
+ "input_tokens": 10,
755
+ "cache_creation_input_tokens": 78056,
756
+ "cache_read_input_tokens": 157353,
757
+ "output_tokens": 71214
758
+ },
759
+ "plan": [
760
+ {
761
+ "dam": "WC",
762
+ "from": 0,
763
+ "cfs": 26540
764
+ },
765
+ {
766
+ "dam": "WC",
767
+ "from": 1,
768
+ "cfs": 36831
769
+ },
770
+ {
771
+ "dam": "WC",
772
+ "from": 3,
773
+ "cfs": 42000
774
+ },
775
+ {
776
+ "dam": "WC",
777
+ "from": 4,
778
+ "cfs": 27000
779
+ },
780
+ {
781
+ "dam": "WC",
782
+ "from": 5,
783
+ "cfs": 12000
784
+ },
785
+ {
786
+ "dam": "WC",
787
+ "from": 6,
788
+ "cfs": 6000
789
+ },
790
+ {
791
+ "dam": "WC",
792
+ "from": 7,
793
+ "cfs": 9000
794
+ },
795
+ {
796
+ "dam": "WC",
797
+ "from": 8,
798
+ "cfs": 8600
799
+ },
800
+ {
801
+ "dam": "WC",
802
+ "from": 9,
803
+ "cfs": 12000
804
+ },
805
+ {
806
+ "dam": "WC",
807
+ "from": 10,
808
+ "cfs": 22000
809
+ },
810
+ {
811
+ "dam": "WC",
812
+ "from": 11,
813
+ "cfs": 29000
814
+ },
815
+ {
816
+ "dam": "WC",
817
+ "from": 12,
818
+ "cfs": 35000
819
+ },
820
+ {
821
+ "dam": "WC",
822
+ "from": 13,
823
+ "cfs": 37000
824
+ },
825
+ {
826
+ "dam": "WC",
827
+ "from": 14,
828
+ "cfs": 37500
829
+ },
830
+ {
831
+ "dam": "WC",
832
+ "from": 15,
833
+ "cfs": 38500
834
+ },
835
+ {
836
+ "dam": "WC",
837
+ "from": 16,
838
+ "cfs": 38800
839
+ },
840
+ {
841
+ "dam": "WC",
842
+ "from": 17,
843
+ "cfs": 38000
844
+ },
845
+ {
846
+ "dam": "WC",
847
+ "from": 18,
848
+ "cfs": 37000
849
+ },
850
+ {
851
+ "dam": "WC",
852
+ "from": 19,
853
+ "cfs": 48000
854
+ },
855
+ {
856
+ "dam": "WC",
857
+ "from": 20,
858
+ "cfs": 56526
859
+ },
860
+ {
861
+ "dam": "WC",
862
+ "from": 21,
863
+ "cfs": 56796
864
+ },
865
+ {
866
+ "dam": "WC",
867
+ "from": 22,
868
+ "cfs": 54173
869
+ },
870
+ {
871
+ "dam": "WC",
872
+ "from": 23,
873
+ "cfs": 59900
874
+ },
875
+ {
876
+ "dam": "DH",
877
+ "from": 0,
878
+ "cfs": 7903
879
+ },
880
+ {
881
+ "dam": "DH",
882
+ "from": 1,
883
+ "cfs": 10100
884
+ },
885
+ {
886
+ "dam": "DH",
887
+ "from": 6,
888
+ "cfs": 5744
889
+ },
890
+ {
891
+ "dam": "DH",
892
+ "from": 7,
893
+ "cfs": 10100
894
+ },
895
+ {
896
+ "dam": "DH",
897
+ "from": 12,
898
+ "cfs": 5600
899
+ },
900
+ {
901
+ "dam": "DH",
902
+ "from": 13,
903
+ "cfs": 2000
904
+ },
905
+ {
906
+ "dam": "DH",
907
+ "from": 15,
908
+ "cfs": 5600
909
+ },
910
+ {
911
+ "dam": "DH",
912
+ "from": 16,
913
+ "cfs": 10100
914
+ },
915
+ {
916
+ "dam": "CH",
917
+ "from": 0,
918
+ "cfs": 17502
919
+ },
920
+ {
921
+ "dam": "CH",
922
+ "from": 1,
923
+ "cfs": 25300
924
+ },
925
+ {
926
+ "dam": "CH",
927
+ "from": 2,
928
+ "cfs": 16081
929
+ },
930
+ {
931
+ "dam": "CH",
932
+ "from": 3,
933
+ "cfs": 11633
934
+ },
935
+ {
936
+ "dam": "CH",
937
+ "from": 4,
938
+ "cfs": 1633
939
+ },
940
+ {
941
+ "dam": "CH",
942
+ "from": 5,
943
+ "cfs": 0
944
+ },
945
+ {
946
+ "dam": "CH",
947
+ "from": 7,
948
+ "cfs": 10000
949
+ },
950
+ {
951
+ "dam": "CH",
952
+ "from": 8,
953
+ "cfs": 13301
954
+ },
955
+ {
956
+ "dam": "CH",
957
+ "from": 9,
958
+ "cfs": 12715
959
+ },
960
+ {
961
+ "dam": "CH",
962
+ "from": 10,
963
+ "cfs": 13185
964
+ },
965
+ {
966
+ "dam": "CH",
967
+ "from": 11,
968
+ "cfs": 11143
969
+ },
970
+ {
971
+ "dam": "CH",
972
+ "from": 12,
973
+ "cfs": 9377
974
+ },
975
+ {
976
+ "dam": "CH",
977
+ "from": 13,
978
+ "cfs": 8493
979
+ },
980
+ {
981
+ "dam": "CH",
982
+ "from": 14,
983
+ "cfs": 7804
984
+ },
985
+ {
986
+ "dam": "CH",
987
+ "from": 15,
988
+ "cfs": 6186
989
+ },
990
+ {
991
+ "dam": "CH",
992
+ "from": 16,
993
+ "cfs": 14838
994
+ },
995
+ {
996
+ "dam": "CH",
997
+ "from": 17,
998
+ "cfs": 13237
999
+ },
1000
+ {
1001
+ "dam": "CH",
1002
+ "from": 18,
1003
+ "cfs": 13793
1004
+ },
1005
+ {
1006
+ "dam": "CH",
1007
+ "from": 19,
1008
+ "cfs": 19750
1009
+ },
1010
+ {
1011
+ "dam": "CH",
1012
+ "from": 20,
1013
+ "cfs": 25300
1014
+ },
1015
+ {
1016
+ "dam": "JPP",
1017
+ "from": 0,
1018
+ "cfs": 9900
1019
+ },
1020
+ {
1021
+ "dam": "JPP",
1022
+ "from": 1,
1023
+ "cfs": 14900
1024
+ },
1025
+ {
1026
+ "dam": "JPP",
1027
+ "from": 5,
1028
+ "cfs": 10000
1029
+ },
1030
+ {
1031
+ "dam": "JPP",
1032
+ "from": 6,
1033
+ "cfs": 5000
1034
+ },
1035
+ {
1036
+ "dam": "JPP",
1037
+ "from": 7,
1038
+ "cfs": 0
1039
+ },
1040
+ {
1041
+ "dam": "JPP",
1042
+ "from": 9,
1043
+ "cfs": 121
1044
+ },
1045
+ {
1046
+ "dam": "JPP",
1047
+ "from": 10,
1048
+ "cfs": 1735
1049
+ },
1050
+ {
1051
+ "dam": "JPP",
1052
+ "from": 11,
1053
+ "cfs": 0
1054
+ },
1055
+ {
1056
+ "dam": "JPP",
1057
+ "from": 18,
1058
+ "cfs": 5000
1059
+ },
1060
+ {
1061
+ "dam": "JPP",
1062
+ "from": 19,
1063
+ "cfs": 10000
1064
+ },
1065
+ {
1066
+ "dam": "JPP",
1067
+ "from": 20,
1068
+ "cfs": 14900
1069
+ }
1070
+ ],
1071
+ "mode": "plan",
1072
+ "commits": [],
1073
+ "realised_cost": null
1074
+ },
1075
+ {
1076
+ "spec": "claude-cli:claude-opus-5-5@high",
1077
+ "task_id": "cum-2025-02-14-00-24s-real",
1078
+ "tier": "real",
1079
+ "reward": 0.9787,
1080
+ "rho": 0.0067,
1081
+ "solved": true,
1082
+ "feasible": true,
1083
+ "cost": 630.929,
1084
+ "opt_cost": 628.2207,
1085
+ "lazy_cost": 1030.6172,
1086
+ "rule_cost": 894.601,
1087
+ "corps_cost": 931.8119,
1088
+ "end_reason": "submitted",
1089
+ "turns": 5,
1090
+ "seconds": 539.2,
1091
+ "checks": 3,
1092
+ "usage": {
1093
+ "input_tokens": 10,
1094
+ "cache_creation_input_tokens": 61307,
1095
+ "cache_read_input_tokens": 151168,
1096
+ "output_tokens": 54406
1097
+ },
1098
+ "plan": [
1099
+ {
1100
+ "dam": "WC",
1101
+ "from": 0,
1102
+ "cfs": 26540
1103
+ },
1104
+ {
1105
+ "dam": "WC",
1106
+ "from": 1,
1107
+ "cfs": 27740
1108
+ },
1109
+ {
1110
+ "dam": "WC",
1111
+ "from": 2,
1112
+ "cfs": 32485
1113
+ },
1114
+ {
1115
+ "dam": "WC",
1116
+ "from": 3,
1117
+ "cfs": 33070
1118
+ },
1119
+ {
1120
+ "dam": "WC",
1121
+ "from": 4,
1122
+ "cfs": 17510
1123
+ },
1124
+ {
1125
+ "dam": "WC",
1126
+ "from": 5,
1127
+ "cfs": 264
1128
+ },
1129
+ {
1130
+ "dam": "WC",
1131
+ "from": 6,
1132
+ "cfs": 7280
1133
+ },
1134
+ {
1135
+ "dam": "WC",
1136
+ "from": 7,
1137
+ "cfs": 1205
1138
+ },
1139
+ {
1140
+ "dam": "WC",
1141
+ "from": 8,
1142
+ "cfs": 0
1143
+ },
1144
+ {
1145
+ "dam": "WC",
1146
+ "from": 9,
1147
+ "cfs": 6700
1148
+ },
1149
+ {
1150
+ "dam": "WC",
1151
+ "from": 10,
1152
+ "cfs": 12780
1153
+ },
1154
+ {
1155
+ "dam": "WC",
1156
+ "from": 11,
1157
+ "cfs": 20450
1158
+ },
1159
+ {
1160
+ "dam": "WC",
1161
+ "from": 12,
1162
+ "cfs": 29080
1163
+ },
1164
+ {
1165
+ "dam": "WC",
1166
+ "from": 13,
1167
+ "cfs": 29400
1168
+ },
1169
+ {
1170
+ "dam": "WC",
1171
+ "from": 14,
1172
+ "cfs": 30800
1173
+ },
1174
+ {
1175
+ "dam": "WC",
1176
+ "from": 15,
1177
+ "cfs": 31900
1178
+ },
1179
+ {
1180
+ "dam": "WC",
1181
+ "from": 16,
1182
+ "cfs": 30220
1183
+ },
1184
+ {
1185
+ "dam": "WC",
1186
+ "from": 17,
1187
+ "cfs": 33815
1188
+ },
1189
+ {
1190
+ "dam": "WC",
1191
+ "from": 18,
1192
+ "cfs": 24545
1193
+ },
1194
+ {
1195
+ "dam": "WC",
1196
+ "from": 19,
1197
+ "cfs": 39760
1198
+ },
1199
+ {
1200
+ "dam": "WC",
1201
+ "from": 20,
1202
+ "cfs": 37995
1203
+ },
1204
+ {
1205
+ "dam": "WC",
1206
+ "from": 21,
1207
+ "cfs": 41335
1208
+ },
1209
+ {
1210
+ "dam": "WC",
1211
+ "from": 22,
1212
+ "cfs": 32575
1213
+ },
1214
+ {
1215
+ "dam": "WC",
1216
+ "from": 23,
1217
+ "cfs": 50575
1218
+ },
1219
+ {
1220
+ "dam": "DH",
1221
+ "from": 0,
1222
+ "cfs": 4000
1223
+ },
1224
+ {
1225
+ "dam": "DH",
1226
+ "from": 1,
1227
+ "cfs": 0
1228
+ },
1229
+ {
1230
+ "dam": "CH",
1231
+ "from": 0,
1232
+ "cfs": 10000
1233
+ },
1234
+ {
1235
+ "dam": "CH",
1236
+ "from": 1,
1237
+ "cfs": 0
1238
+ },
1239
+ {
1240
+ "dam": "CH",
1241
+ "from": 19,
1242
+ "cfs": 1000
1243
+ },
1244
+ {
1245
+ "dam": "CH",
1246
+ "from": 20,
1247
+ "cfs": 5900
1248
+ },
1249
+ {
1250
+ "dam": "CH",
1251
+ "from": 21,
1252
+ "cfs": 12900
1253
+ },
1254
+ {
1255
+ "dam": "CH",
1256
+ "from": 22,
1257
+ "cfs": 15100
1258
+ },
1259
+ {
1260
+ "dam": "CH",
1261
+ "from": 23,
1262
+ "cfs": 21400
1263
+ },
1264
+ {
1265
+ "dam": "JPP",
1266
+ "from": 0,
1267
+ "cfs": 9900
1268
+ },
1269
+ {
1270
+ "dam": "JPP",
1271
+ "from": 1,
1272
+ "cfs": 14900
1273
+ },
1274
+ {
1275
+ "dam": "JPP",
1276
+ "from": 17,
1277
+ "cfs": 9900
1278
+ },
1279
+ {
1280
+ "dam": "JPP",
1281
+ "from": 18,
1282
+ "cfs": 4900
1283
+ },
1284
+ {
1285
+ "dam": "JPP",
1286
+ "from": 19,
1287
+ "cfs": 1222
1288
+ },
1289
+ {
1290
+ "dam": "JPP",
1291
+ "from": 20,
1292
+ "cfs": 0
1293
+ },
1294
+ {
1295
+ "dam": "JPP",
1296
+ "from": 22,
1297
+ "cfs": 5000
1298
+ },
1299
+ {
1300
+ "dam": "JPP",
1301
+ "from": 23,
1302
+ "cfs": 5000
1303
+ }
1304
+ ],
1305
+ "mode": "plan",
1306
+ "commits": [],
1307
+ "realised_cost": null
1308
+ },
1309
+ {
1310
+ "spec": "claude-cli:claude-opus-5-5@high",
1311
+ "task_id": "cum-2025-02-14-00-24s-storm-x1.5",
1312
+ "tier": "storm",
1313
+ "reward": 0.9889,
1314
+ "rho": 0.0035,
1315
+ "solved": true,
1316
+ "feasible": true,
1317
+ "cost": 2727.425,
1318
+ "opt_cost": 2719.121,
1319
+ "lazy_cost": 5105.7215,
1320
+ "rule_cost": 3439.7099,
1321
+ "corps_cost": null,
1322
+ "end_reason": "submitted",
1323
+ "turns": 4,
1324
+ "seconds": 575.4,
1325
+ "checks": 2,
1326
+ "usage": {
1327
+ "input_tokens": 8,
1328
+ "cache_creation_input_tokens": 67500,
1329
+ "cache_read_input_tokens": 124226,
1330
+ "output_tokens": 61913
1331
+ },
1332
+ "plan": [
1333
+ {
1334
+ "dam": "WC",
1335
+ "from": 0,
1336
+ "cfs": 26540
1337
+ },
1338
+ {
1339
+ "dam": "WC",
1340
+ "from": 1,
1341
+ "cfs": 38000
1342
+ },
1343
+ {
1344
+ "dam": "WC",
1345
+ "from": 2,
1346
+ "cfs": 29400
1347
+ },
1348
+ {
1349
+ "dam": "WC",
1350
+ "from": 3,
1351
+ "cfs": 11400
1352
+ },
1353
+ {
1354
+ "dam": "WC",
1355
+ "from": 4,
1356
+ "cfs": 0
1357
+ },
1358
+ {
1359
+ "dam": "WC",
1360
+ "from": 12,
1361
+ "cfs": 11600
1362
+ },
1363
+ {
1364
+ "dam": "WC",
1365
+ "from": 13,
1366
+ "cfs": 20500
1367
+ },
1368
+ {
1369
+ "dam": "WC",
1370
+ "from": 14,
1371
+ "cfs": 28900
1372
+ },
1373
+ {
1374
+ "dam": "WC",
1375
+ "from": 15,
1376
+ "cfs": 38000
1377
+ },
1378
+ {
1379
+ "dam": "WC",
1380
+ "from": 16,
1381
+ "cfs": 38500
1382
+ },
1383
+ {
1384
+ "dam": "WC",
1385
+ "from": 17,
1386
+ "cfs": 37850
1387
+ },
1388
+ {
1389
+ "dam": "WC",
1390
+ "from": 18,
1391
+ "cfs": 36050
1392
+ },
1393
+ {
1394
+ "dam": "WC",
1395
+ "from": 19,
1396
+ "cfs": 34650
1397
+ },
1398
+ {
1399
+ "dam": "WC",
1400
+ "from": 20,
1401
+ "cfs": 37650
1402
+ },
1403
+ {
1404
+ "dam": "WC",
1405
+ "from": 21,
1406
+ "cfs": 40400
1407
+ },
1408
+ {
1409
+ "dam": "WC",
1410
+ "from": 22,
1411
+ "cfs": 31770
1412
+ },
1413
+ {
1414
+ "dam": "WC",
1415
+ "from": 23,
1416
+ "cfs": 49770
1417
+ },
1418
+ {
1419
+ "dam": "DH",
1420
+ "from": 0,
1421
+ "cfs": 7903
1422
+ },
1423
+ {
1424
+ "dam": "DH",
1425
+ "from": 1,
1426
+ "cfs": 10100
1427
+ },
1428
+ {
1429
+ "dam": "DH",
1430
+ "from": 2,
1431
+ "cfs": 5600
1432
+ },
1433
+ {
1434
+ "dam": "DH",
1435
+ "from": 3,
1436
+ "cfs": 1100
1437
+ },
1438
+ {
1439
+ "dam": "DH",
1440
+ "from": 4,
1441
+ "cfs": 0
1442
+ },
1443
+ {
1444
+ "dam": "DH",
1445
+ "from": 20,
1446
+ "cfs": 2000
1447
+ },
1448
+ {
1449
+ "dam": "DH",
1450
+ "from": 21,
1451
+ "cfs": 6500
1452
+ },
1453
+ {
1454
+ "dam": "DH",
1455
+ "from": 22,
1456
+ "cfs": 10100
1457
+ },
1458
+ {
1459
+ "dam": "CH",
1460
+ "from": 0,
1461
+ "cfs": 17502
1462
+ },
1463
+ {
1464
+ "dam": "CH",
1465
+ "from": 1,
1466
+ "cfs": 10600
1467
+ },
1468
+ {
1469
+ "dam": "CH",
1470
+ "from": 2,
1471
+ "cfs": 600
1472
+ },
1473
+ {
1474
+ "dam": "CH",
1475
+ "from": 3,
1476
+ "cfs": 5700
1477
+ },
1478
+ {
1479
+ "dam": "CH",
1480
+ "from": 4,
1481
+ "cfs": 0
1482
+ },
1483
+ {
1484
+ "dam": "CH",
1485
+ "from": 16,
1486
+ "cfs": 9500
1487
+ },
1488
+ {
1489
+ "dam": "CH",
1490
+ "from": 17,
1491
+ "cfs": 6950
1492
+ },
1493
+ {
1494
+ "dam": "CH",
1495
+ "from": 18,
1496
+ "cfs": 4250
1497
+ },
1498
+ {
1499
+ "dam": "CH",
1500
+ "from": 19,
1501
+ "cfs": 8750
1502
+ },
1503
+ {
1504
+ "dam": "CH",
1505
+ "from": 20,
1506
+ "cfs": 18750
1507
+ },
1508
+ {
1509
+ "dam": "CH",
1510
+ "from": 21,
1511
+ "cfs": 25300
1512
+ },
1513
+ {
1514
+ "dam": "JPP",
1515
+ "from": 0,
1516
+ "cfs": 9900
1517
+ },
1518
+ {
1519
+ "dam": "JPP",
1520
+ "from": 1,
1521
+ "cfs": 14900
1522
+ },
1523
+ {
1524
+ "dam": "JPP",
1525
+ "from": 5,
1526
+ "cfs": 10000
1527
+ },
1528
+ {
1529
+ "dam": "JPP",
1530
+ "from": 6,
1531
+ "cfs": 5000
1532
+ },
1533
+ {
1534
+ "dam": "JPP",
1535
+ "from": 7,
1536
+ "cfs": 0
1537
+ },
1538
+ {
1539
+ "dam": "JPP",
1540
+ "from": 19,
1541
+ "cfs": 5000
1542
+ },
1543
+ {
1544
+ "dam": "JPP",
1545
+ "from": 20,
1546
+ "cfs": 10000
1547
+ },
1548
+ {
1549
+ "dam": "JPP",
1550
+ "from": 21,
1551
+ "cfs": 14900
1552
+ }
1553
+ ],
1554
+ "mode": "plan",
1555
+ "commits": [],
1556
+ "realised_cost": null
1557
+ },
1558
+ {
1559
+ "spec": "claude-cli:claude-opus-5-5@high",
1560
+ "task_id": "cum-2025-02-15-00-24s-full-f0.5",
1561
+ "tier": "full",
1562
+ "reward": 0.991,
1563
+ "rho": 0.0028,
1564
+ "solved": true,
1565
+ "feasible": true,
1566
+ "cost": 8672.47,
1567
+ "opt_cost": 8646.5705,
1568
+ "lazy_cost": 17838.3621,
1569
+ "rule_cost": 11140.2691,
1570
+ "corps_cost": null,
1571
+ "end_reason": "submitted",
1572
+ "turns": 5,
1573
+ "seconds": 699.2,
1574
+ "checks": 3,
1575
+ "usage": {
1576
+ "input_tokens": 10,
1577
+ "cache_creation_input_tokens": 78623,
1578
+ "cache_read_input_tokens": 199276,
1579
+ "output_tokens": 74352
1580
+ },
1581
+ "plan": [
1582
+ {
1583
+ "dam": "WC",
1584
+ "from": 0,
1585
+ "cfs": 19190
1586
+ },
1587
+ {
1588
+ "dam": "WC",
1589
+ "from": 1,
1590
+ "cfs": 9000
1591
+ },
1592
+ {
1593
+ "dam": "WC",
1594
+ "from": 2,
1595
+ "cfs": 12300
1596
+ },
1597
+ {
1598
+ "dam": "WC",
1599
+ "from": 3,
1600
+ "cfs": 9000
1601
+ },
1602
+ {
1603
+ "dam": "WC",
1604
+ "from": 4,
1605
+ "cfs": 8600
1606
+ },
1607
+ {
1608
+ "dam": "WC",
1609
+ "from": 5,
1610
+ "cfs": 12000
1611
+ },
1612
+ {
1613
+ "dam": "WC",
1614
+ "from": 6,
1615
+ "cfs": 20000
1616
+ },
1617
+ {
1618
+ "dam": "WC",
1619
+ "from": 7,
1620
+ "cfs": 30000
1621
+ },
1622
+ {
1623
+ "dam": "WC",
1624
+ "from": 8,
1625
+ "cfs": 33500
1626
+ },
1627
+ {
1628
+ "dam": "WC",
1629
+ "from": 9,
1630
+ "cfs": 38000
1631
+ },
1632
+ {
1633
+ "dam": "WC",
1634
+ "from": 10,
1635
+ "cfs": 36000
1636
+ },
1637
+ {
1638
+ "dam": "WC",
1639
+ "from": 11,
1640
+ "cfs": 38800
1641
+ },
1642
+ {
1643
+ "dam": "WC",
1644
+ "from": 13,
1645
+ "cfs": 38200
1646
+ },
1647
+ {
1648
+ "dam": "WC",
1649
+ "from": 14,
1650
+ "cfs": 38000
1651
+ },
1652
+ {
1653
+ "dam": "WC",
1654
+ "from": 15,
1655
+ "cfs": 48000
1656
+ },
1657
+ {
1658
+ "dam": "WC",
1659
+ "from": 16,
1660
+ "cfs": 54300
1661
+ },
1662
+ {
1663
+ "dam": "WC",
1664
+ "from": 17,
1665
+ "cfs": 54400
1666
+ },
1667
+ {
1668
+ "dam": "WC",
1669
+ "from": 18,
1670
+ "cfs": 56800
1671
+ },
1672
+ {
1673
+ "dam": "WC",
1674
+ "from": 19,
1675
+ "cfs": 54600
1676
+ },
1677
+ {
1678
+ "dam": "WC",
1679
+ "from": 20,
1680
+ "cfs": 56100
1681
+ },
1682
+ {
1683
+ "dam": "WC",
1684
+ "from": 21,
1685
+ "cfs": 57300
1686
+ },
1687
+ {
1688
+ "dam": "WC",
1689
+ "from": 22,
1690
+ "cfs": 54500
1691
+ },
1692
+ {
1693
+ "dam": "WC",
1694
+ "from": 23,
1695
+ "cfs": 59900
1696
+ },
1697
+ {
1698
+ "dam": "DH",
1699
+ "from": 0,
1700
+ "cfs": 6170
1701
+ },
1702
+ {
1703
+ "dam": "DH",
1704
+ "from": 1,
1705
+ "cfs": 10100
1706
+ },
1707
+ {
1708
+ "dam": "DH",
1709
+ "from": 3,
1710
+ "cfs": 5600
1711
+ },
1712
+ {
1713
+ "dam": "DH",
1714
+ "from": 12,
1715
+ "cfs": 10100
1716
+ },
1717
+ {
1718
+ "dam": "CH",
1719
+ "from": 0,
1720
+ "cfs": 10594
1721
+ },
1722
+ {
1723
+ "dam": "CH",
1724
+ "from": 1,
1725
+ "cfs": 10800
1726
+ },
1727
+ {
1728
+ "dam": "CH",
1729
+ "from": 2,
1730
+ "cfs": 7400
1731
+ },
1732
+ {
1733
+ "dam": "CH",
1734
+ "from": 3,
1735
+ "cfs": 12400
1736
+ },
1737
+ {
1738
+ "dam": "CH",
1739
+ "from": 4,
1740
+ "cfs": 16200
1741
+ },
1742
+ {
1743
+ "dam": "CH",
1744
+ "from": 5,
1745
+ "cfs": 17200
1746
+ },
1747
+ {
1748
+ "dam": "CH",
1749
+ "from": 6,
1750
+ "cfs": 16100
1751
+ },
1752
+ {
1753
+ "dam": "CH",
1754
+ "from": 7,
1755
+ "cfs": 11200
1756
+ },
1757
+ {
1758
+ "dam": "CH",
1759
+ "from": 8,
1760
+ "cfs": 5700
1761
+ },
1762
+ {
1763
+ "dam": "CH",
1764
+ "from": 9,
1765
+ "cfs": 6700
1766
+ },
1767
+ {
1768
+ "dam": "CH",
1769
+ "from": 10,
1770
+ "cfs": 7600
1771
+ },
1772
+ {
1773
+ "dam": "CH",
1774
+ "from": 11,
1775
+ "cfs": 6800
1776
+ },
1777
+ {
1778
+ "dam": "CH",
1779
+ "from": 12,
1780
+ "cfs": 15100
1781
+ },
1782
+ {
1783
+ "dam": "CH",
1784
+ "from": 13,
1785
+ "cfs": 13100
1786
+ },
1787
+ {
1788
+ "dam": "CH",
1789
+ "from": 14,
1790
+ "cfs": 13600
1791
+ },
1792
+ {
1793
+ "dam": "CH",
1794
+ "from": 15,
1795
+ "cfs": 19000
1796
+ },
1797
+ {
1798
+ "dam": "CH",
1799
+ "from": 16,
1800
+ "cfs": 25300
1801
+ },
1802
+ {
1803
+ "dam": "JPP",
1804
+ "from": 0,
1805
+ "cfs": 9800
1806
+ },
1807
+ {
1808
+ "dam": "JPP",
1809
+ "from": 1,
1810
+ "cfs": 14800
1811
+ },
1812
+ {
1813
+ "dam": "JPP",
1814
+ "from": 2,
1815
+ "cfs": 14900
1816
+ },
1817
+ {
1818
+ "dam": "JPP",
1819
+ "from": 3,
1820
+ "cfs": 9900
1821
+ },
1822
+ {
1823
+ "dam": "JPP",
1824
+ "from": 4,
1825
+ "cfs": 4900
1826
+ },
1827
+ {
1828
+ "dam": "JPP",
1829
+ "from": 5,
1830
+ "cfs": 0
1831
+ },
1832
+ {
1833
+ "dam": "JPP",
1834
+ "from": 14,
1835
+ "cfs": 5000
1836
+ },
1837
+ {
1838
+ "dam": "JPP",
1839
+ "from": 15,
1840
+ "cfs": 10000
1841
+ },
1842
+ {
1843
+ "dam": "JPP",
1844
+ "from": 16,
1845
+ "cfs": 14900
1846
+ }
1847
+ ],
1848
+ "mode": "plan",
1849
+ "commits": [],
1850
+ "realised_cost": null
1851
+ },
1852
+ {
1853
+ "spec": "claude-cli:claude-opus-5-5@high",
1854
+ "task_id": "cum-2025-02-15-00-24s-real",
1855
+ "tier": "real",
1856
+ "reward": 0.9825,
1857
+ "rho": 0.0055,
1858
+ "solved": true,
1859
+ "feasible": true,
1860
+ "cost": 675.583,
1861
+ "opt_cost": 671.948,
1862
+ "lazy_cost": 1331.0497,
1863
+ "rule_cost": 954.9348,
1864
+ "corps_cost": 973.9387,
1865
+ "end_reason": "submitted",
1866
+ "turns": 4,
1867
+ "seconds": 400.9,
1868
+ "checks": 2,
1869
+ "usage": {
1870
+ "input_tokens": 8,
1871
+ "cache_creation_input_tokens": 49013,
1872
+ "cache_read_input_tokens": 95874,
1873
+ "output_tokens": 43518
1874
+ },
1875
+ "plan": [
1876
+ {
1877
+ "dam": "WC",
1878
+ "from": 0,
1879
+ "cfs": 17500
1880
+ },
1881
+ {
1882
+ "dam": "WC",
1883
+ "from": 1,
1884
+ "cfs": 7100
1885
+ },
1886
+ {
1887
+ "dam": "WC",
1888
+ "from": 2,
1889
+ "cfs": 14100
1890
+ },
1891
+ {
1892
+ "dam": "WC",
1893
+ "from": 3,
1894
+ "cfs": 1200
1895
+ },
1896
+ {
1897
+ "dam": "WC",
1898
+ "from": 4,
1899
+ "cfs": 2700
1900
+ },
1901
+ {
1902
+ "dam": "WC",
1903
+ "from": 5,
1904
+ "cfs": 7200
1905
+ },
1906
+ {
1907
+ "dam": "WC",
1908
+ "from": 6,
1909
+ "cfs": 12700
1910
+ },
1911
+ {
1912
+ "dam": "WC",
1913
+ "from": 7,
1914
+ "cfs": 20400
1915
+ },
1916
+ {
1917
+ "dam": "WC",
1918
+ "from": 8,
1919
+ "cfs": 31200
1920
+ },
1921
+ {
1922
+ "dam": "WC",
1923
+ "from": 9,
1924
+ "cfs": 33900
1925
+ },
1926
+ {
1927
+ "dam": "WC",
1928
+ "from": 10,
1929
+ "cfs": 38600
1930
+ },
1931
+ {
1932
+ "dam": "WC",
1933
+ "from": 11,
1934
+ "cfs": 38800
1935
+ },
1936
+ {
1937
+ "dam": "WC",
1938
+ "from": 12,
1939
+ "cfs": 38900
1940
+ },
1941
+ {
1942
+ "dam": "WC",
1943
+ "from": 13,
1944
+ "cfs": 38400
1945
+ },
1946
+ {
1947
+ "dam": "WC",
1948
+ "from": 14,
1949
+ "cfs": 37000
1950
+ },
1951
+ {
1952
+ "dam": "WC",
1953
+ "from": 15,
1954
+ "cfs": 37300
1955
+ },
1956
+ {
1957
+ "dam": "WC",
1958
+ "from": 16,
1959
+ "cfs": 39500
1960
+ },
1961
+ {
1962
+ "dam": "WC",
1963
+ "from": 17,
1964
+ "cfs": 38300
1965
+ },
1966
+ {
1967
+ "dam": "WC",
1968
+ "from": 18,
1969
+ "cfs": 38600
1970
+ },
1971
+ {
1972
+ "dam": "WC",
1973
+ "from": 19,
1974
+ "cfs": 38500
1975
+ },
1976
+ {
1977
+ "dam": "WC",
1978
+ "from": 20,
1979
+ "cfs": 39400
1980
+ },
1981
+ {
1982
+ "dam": "WC",
1983
+ "from": 21,
1984
+ "cfs": 38300
1985
+ },
1986
+ {
1987
+ "dam": "WC",
1988
+ "from": 22,
1989
+ "cfs": 39000
1990
+ },
1991
+ {
1992
+ "dam": "WC",
1993
+ "from": 23,
1994
+ "cfs": 38500
1995
+ },
1996
+ {
1997
+ "dam": "DH",
1998
+ "from": 0,
1999
+ "cfs": 1670
2000
+ },
2001
+ {
2002
+ "dam": "DH",
2003
+ "from": 1,
2004
+ "cfs": 0
2005
+ },
2006
+ {
2007
+ "dam": "CH",
2008
+ "from": 0,
2009
+ "cfs": 0
2010
+ },
2011
+ {
2012
+ "dam": "CH",
2013
+ "from": 18,
2014
+ "cfs": 1500
2015
+ },
2016
+ {
2017
+ "dam": "CH",
2018
+ "from": 19,
2019
+ "cfs": 5000
2020
+ },
2021
+ {
2022
+ "dam": "CH",
2023
+ "from": 20,
2024
+ "cfs": 10000
2025
+ },
2026
+ {
2027
+ "dam": "CH",
2028
+ "from": 21,
2029
+ "cfs": 17700
2030
+ },
2031
+ {
2032
+ "dam": "CH",
2033
+ "from": 22,
2034
+ "cfs": 24600
2035
+ },
2036
+ {
2037
+ "dam": "CH",
2038
+ "from": 23,
2039
+ "cfs": 25300
2040
+ },
2041
+ {
2042
+ "dam": "JPP",
2043
+ "from": 0,
2044
+ "cfs": 9800
2045
+ },
2046
+ {
2047
+ "dam": "JPP",
2048
+ "from": 1,
2049
+ "cfs": 14800
2050
+ },
2051
+ {
2052
+ "dam": "JPP",
2053
+ "from": 2,
2054
+ "cfs": 14900
2055
+ },
2056
+ {
2057
+ "dam": "JPP",
2058
+ "from": 4,
2059
+ "cfs": 9900
2060
+ },
2061
+ {
2062
+ "dam": "JPP",
2063
+ "from": 5,
2064
+ "cfs": 4900
2065
+ },
2066
+ {
2067
+ "dam": "JPP",
2068
+ "from": 6,
2069
+ "cfs": 0
2070
+ },
2071
+ {
2072
+ "dam": "JPP",
2073
+ "from": 9,
2074
+ "cfs": 2500
2075
+ },
2076
+ {
2077
+ "dam": "JPP",
2078
+ "from": 10,
2079
+ "cfs": 4900
2080
+ },
2081
+ {
2082
+ "dam": "JPP",
2083
+ "from": 11,
2084
+ "cfs": 9900
2085
+ },
2086
+ {
2087
+ "dam": "JPP",
2088
+ "from": 12,
2089
+ "cfs": 14900
2090
+ }
2091
+ ],
2092
+ "mode": "plan",
2093
+ "commits": [],
2094
+ "realised_cost": null
2095
+ },
2096
+ {
2097
+ "spec": "claude-cli:claude-opus-5-5@high",
2098
+ "task_id": "cum-2025-02-15-00-24s-storm-x1.5",
2099
+ "tier": "storm",
2100
+ "reward": 0.9856,
2101
+ "rho": 0.0045,
2102
+ "solved": true,
2103
+ "feasible": true,
2104
+ "cost": 2800.305,
2105
+ "opt_cost": 2793.2536,
2106
+ "lazy_cost": 4344.4598,
2107
+ "rule_cost": 3386.0768,
2108
+ "corps_cost": null,
2109
+ "end_reason": "submitted",
2110
+ "turns": 5,
2111
+ "seconds": 449.0,
2112
+ "checks": 3,
2113
+ "usage": {
2114
+ "input_tokens": 10,
2115
+ "cache_creation_input_tokens": 51052,
2116
+ "cache_read_input_tokens": 156538,
2117
+ "output_tokens": 47332
2118
+ },
2119
+ "plan": [
2120
+ {
2121
+ "dam": "WC",
2122
+ "from": 0,
2123
+ "cfs": 0
2124
+ },
2125
+ {
2126
+ "dam": "WC",
2127
+ "from": 8,
2128
+ "cfs": 11685
2129
+ },
2130
+ {
2131
+ "dam": "WC",
2132
+ "from": 9,
2133
+ "cfs": 20565
2134
+ },
2135
+ {
2136
+ "dam": "WC",
2137
+ "from": 10,
2138
+ "cfs": 28986
2139
+ },
2140
+ {
2141
+ "dam": "WC",
2142
+ "from": 11,
2143
+ "cfs": 38347
2144
+ },
2145
+ {
2146
+ "dam": "WC",
2147
+ "from": 12,
2148
+ "cfs": 38118
2149
+ },
2150
+ {
2151
+ "dam": "WC",
2152
+ "from": 13,
2153
+ "cfs": 38928
2154
+ },
2155
+ {
2156
+ "dam": "WC",
2157
+ "from": 14,
2158
+ "cfs": 34193
2159
+ },
2160
+ {
2161
+ "dam": "WC",
2162
+ "from": 15,
2163
+ "cfs": 38678
2164
+ },
2165
+ {
2166
+ "dam": "WC",
2167
+ "from": 16,
2168
+ "cfs": 38966
2169
+ },
2170
+ {
2171
+ "dam": "WC",
2172
+ "from": 17,
2173
+ "cfs": 38089
2174
+ },
2175
+ {
2176
+ "dam": "WC",
2177
+ "from": 18,
2178
+ "cfs": 36720
2179
+ },
2180
+ {
2181
+ "dam": "WC",
2182
+ "from": 19,
2183
+ "cfs": 40178
2184
+ },
2185
+ {
2186
+ "dam": "WC",
2187
+ "from": 20,
2188
+ "cfs": 37174
2189
+ },
2190
+ {
2191
+ "dam": "WC",
2192
+ "from": 21,
2193
+ "cfs": 41341
2194
+ },
2195
+ {
2196
+ "dam": "WC",
2197
+ "from": 22,
2198
+ "cfs": 32256
2199
+ },
2200
+ {
2201
+ "dam": "WC",
2202
+ "from": 23,
2203
+ "cfs": 50256
2204
+ },
2205
+ {
2206
+ "dam": "DH",
2207
+ "from": 0,
2208
+ "cfs": 6170
2209
+ },
2210
+ {
2211
+ "dam": "DH",
2212
+ "from": 1,
2213
+ "cfs": 4500
2214
+ },
2215
+ {
2216
+ "dam": "DH",
2217
+ "from": 2,
2218
+ "cfs": 0
2219
+ },
2220
+ {
2221
+ "dam": "DH",
2222
+ "from": 16,
2223
+ "cfs": 1100
2224
+ },
2225
+ {
2226
+ "dam": "DH",
2227
+ "from": 17,
2228
+ "cfs": 5600
2229
+ },
2230
+ {
2231
+ "dam": "DH",
2232
+ "from": 18,
2233
+ "cfs": 10100
2234
+ },
2235
+ {
2236
+ "dam": "CH",
2237
+ "from": 0,
2238
+ "cfs": 10000
2239
+ },
2240
+ {
2241
+ "dam": "CH",
2242
+ "from": 1,
2243
+ "cfs": 0
2244
+ },
2245
+ {
2246
+ "dam": "CH",
2247
+ "from": 12,
2248
+ "cfs": 9347
2249
+ },
2250
+ {
2251
+ "dam": "CH",
2252
+ "from": 13,
2253
+ "cfs": 7179
2254
+ },
2255
+ {
2256
+ "dam": "CH",
2257
+ "from": 14,
2258
+ "cfs": 4049
2259
+ },
2260
+ {
2261
+ "dam": "CH",
2262
+ "from": 15,
2263
+ "cfs": 10603
2264
+ },
2265
+ {
2266
+ "dam": "CH",
2267
+ "from": 16,
2268
+ "cfs": 20603
2269
+ },
2270
+ {
2271
+ "dam": "CH",
2272
+ "from": 17,
2273
+ "cfs": 25300
2274
+ },
2275
+ {
2276
+ "dam": "JPP",
2277
+ "from": 0,
2278
+ "cfs": 9800
2279
+ },
2280
+ {
2281
+ "dam": "JPP",
2282
+ "from": 1,
2283
+ "cfs": 10000
2284
+ },
2285
+ {
2286
+ "dam": "JPP",
2287
+ "from": 2,
2288
+ "cfs": 5000
2289
+ },
2290
+ {
2291
+ "dam": "JPP",
2292
+ "from": 3,
2293
+ "cfs": 0
2294
+ },
2295
+ {
2296
+ "dam": "JPP",
2297
+ "from": 15,
2298
+ "cfs": 5000
2299
+ },
2300
+ {
2301
+ "dam": "JPP",
2302
+ "from": 16,
2303
+ "cfs": 10000
2304
+ },
2305
+ {
2306
+ "dam": "JPP",
2307
+ "from": 17,
2308
+ "cfs": 14900
2309
+ }
2310
+ ],
2311
+ "mode": "plan",
2312
+ "commits": [],
2313
+ "realised_cost": null
2314
+ },
2315
+ {
2316
+ "spec": "claude-cli:claude-opus-5-5@high",
2317
+ "task_id": "cum-2025-02-16-00-24s-full-f0.5",
2318
+ "tier": "full",
2319
+ "reward": 0.9835,
2320
+ "rho": 0.0052,
2321
+ "solved": true,
2322
+ "feasible": true,
2323
+ "cost": 6258.145,
2324
+ "opt_cost": 6235.1373,
2325
+ "lazy_cost": 10643.2363,
2326
+ "rule_cost": 8629.9358,
2327
+ "corps_cost": null,
2328
+ "end_reason": "submitted",
2329
+ "turns": 4,
2330
+ "seconds": 441.5,
2331
+ "checks": 2,
2332
+ "usage": {
2333
+ "input_tokens": 8,
2334
+ "cache_creation_input_tokens": 47384,
2335
+ "cache_read_input_tokens": 84974,
2336
+ "output_tokens": 44839
2337
+ },
2338
+ "plan": [
2339
+ {
2340
+ "dam": "WC",
2341
+ "from": 0,
2342
+ "cfs": 8000
2343
+ },
2344
+ {
2345
+ "dam": "WC",
2346
+ "from": 1,
2347
+ "cfs": 13200
2348
+ },
2349
+ {
2350
+ "dam": "WC",
2351
+ "from": 2,
2352
+ "cfs": 22900
2353
+ },
2354
+ {
2355
+ "dam": "WC",
2356
+ "from": 3,
2357
+ "cfs": 27900
2358
+ },
2359
+ {
2360
+ "dam": "WC",
2361
+ "from": 4,
2362
+ "cfs": 36000
2363
+ },
2364
+ {
2365
+ "dam": "WC",
2366
+ "from": 5,
2367
+ "cfs": 37500
2368
+ },
2369
+ {
2370
+ "dam": "WC",
2371
+ "from": 6,
2372
+ "cfs": 37100
2373
+ },
2374
+ {
2375
+ "dam": "WC",
2376
+ "from": 7,
2377
+ "cfs": 38500
2378
+ },
2379
+ {
2380
+ "dam": "WC",
2381
+ "from": 8,
2382
+ "cfs": 38800
2383
+ },
2384
+ {
2385
+ "dam": "WC",
2386
+ "from": 9,
2387
+ "cfs": 38900
2388
+ },
2389
+ {
2390
+ "dam": "WC",
2391
+ "from": 10,
2392
+ "cfs": 36800
2393
+ },
2394
+ {
2395
+ "dam": "WC",
2396
+ "from": 11,
2397
+ "cfs": 48600
2398
+ },
2399
+ {
2400
+ "dam": "WC",
2401
+ "from": 12,
2402
+ "cfs": 54100
2403
+ },
2404
+ {
2405
+ "dam": "WC",
2406
+ "from": 13,
2407
+ "cfs": 54600
2408
+ },
2409
+ {
2410
+ "dam": "WC",
2411
+ "from": 14,
2412
+ "cfs": 56700
2413
+ },
2414
+ {
2415
+ "dam": "WC",
2416
+ "from": 15,
2417
+ "cfs": 54800
2418
+ },
2419
+ {
2420
+ "dam": "WC",
2421
+ "from": 16,
2422
+ "cfs": 57000
2423
+ },
2424
+ {
2425
+ "dam": "WC",
2426
+ "from": 17,
2427
+ "cfs": 55600
2428
+ },
2429
+ {
2430
+ "dam": "WC",
2431
+ "from": 18,
2432
+ "cfs": 56500
2433
+ },
2434
+ {
2435
+ "dam": "WC",
2436
+ "from": 19,
2437
+ "cfs": 56000
2438
+ },
2439
+ {
2440
+ "dam": "WC",
2441
+ "from": 20,
2442
+ "cfs": 56500
2443
+ },
2444
+ {
2445
+ "dam": "WC",
2446
+ "from": 21,
2447
+ "cfs": 56000
2448
+ },
2449
+ {
2450
+ "dam": "WC",
2451
+ "from": 22,
2452
+ "cfs": 56500
2453
+ },
2454
+ {
2455
+ "dam": "WC",
2456
+ "from": 23,
2457
+ "cfs": 56000
2458
+ },
2459
+ {
2460
+ "dam": "DH",
2461
+ "from": 0,
2462
+ "cfs": 4572
2463
+ },
2464
+ {
2465
+ "dam": "DH",
2466
+ "from": 1,
2467
+ "cfs": 9072
2468
+ },
2469
+ {
2470
+ "dam": "DH",
2471
+ "from": 2,
2472
+ "cfs": 10100
2473
+ },
2474
+ {
2475
+ "dam": "CH",
2476
+ "from": 0,
2477
+ "cfs": 7000
2478
+ },
2479
+ {
2480
+ "dam": "CH",
2481
+ "from": 1,
2482
+ "cfs": 9300
2483
+ },
2484
+ {
2485
+ "dam": "CH",
2486
+ "from": 2,
2487
+ "cfs": 9400
2488
+ },
2489
+ {
2490
+ "dam": "CH",
2491
+ "from": 3,
2492
+ "cfs": 4400
2493
+ },
2494
+ {
2495
+ "dam": "CH",
2496
+ "from": 4,
2497
+ "cfs": 1700
2498
+ },
2499
+ {
2500
+ "dam": "CH",
2501
+ "from": 5,
2502
+ "cfs": 1250
2503
+ },
2504
+ {
2505
+ "dam": "CH",
2506
+ "from": 6,
2507
+ "cfs": 4100
2508
+ },
2509
+ {
2510
+ "dam": "CH",
2511
+ "from": 7,
2512
+ "cfs": 9600
2513
+ },
2514
+ {
2515
+ "dam": "CH",
2516
+ "from": 8,
2517
+ "cfs": 19600
2518
+ },
2519
+ {
2520
+ "dam": "CH",
2521
+ "from": 9,
2522
+ "cfs": 18100
2523
+ },
2524
+ {
2525
+ "dam": "CH",
2526
+ "from": 10,
2527
+ "cfs": 14800
2528
+ },
2529
+ {
2530
+ "dam": "CH",
2531
+ "from": 11,
2532
+ "cfs": 19550
2533
+ },
2534
+ {
2535
+ "dam": "CH",
2536
+ "from": 12,
2537
+ "cfs": 25300
2538
+ },
2539
+ {
2540
+ "dam": "JPP",
2541
+ "from": 0,
2542
+ "cfs": 5000
2543
+ },
2544
+ {
2545
+ "dam": "JPP",
2546
+ "from": 1,
2547
+ "cfs": 10000
2548
+ },
2549
+ {
2550
+ "dam": "JPP",
2551
+ "from": 2,
2552
+ "cfs": 14900
2553
+ },
2554
+ {
2555
+ "dam": "JPP",
2556
+ "from": 3,
2557
+ "cfs": 9900
2558
+ },
2559
+ {
2560
+ "dam": "JPP",
2561
+ "from": 4,
2562
+ "cfs": 4900
2563
+ },
2564
+ {
2565
+ "dam": "JPP",
2566
+ "from": 5,
2567
+ "cfs": 0
2568
+ },
2569
+ {
2570
+ "dam": "JPP",
2571
+ "from": 11,
2572
+ "cfs": 5000
2573
+ },
2574
+ {
2575
+ "dam": "JPP",
2576
+ "from": 12,
2577
+ "cfs": 10000
2578
+ },
2579
+ {
2580
+ "dam": "JPP",
2581
+ "from": 13,
2582
+ "cfs": 14900
2583
+ }
2584
+ ],
2585
+ "mode": "plan",
2586
+ "commits": [],
2587
+ "realised_cost": null
2588
+ },
2589
+ {
2590
+ "spec": "claude-cli:claude-opus-5-5@high",
2591
+ "task_id": "cum-2025-02-16-00-24s-real",
2592
+ "tier": "real",
2593
+ "reward": 0.9641,
2594
+ "rho": 0.0115,
2595
+ "solved": true,
2596
+ "feasible": true,
2597
+ "cost": 670.836,
2598
+ "opt_cost": 660.6018,
2599
+ "lazy_cost": 1552.4153,
2600
+ "rule_cost": 930.228,
2601
+ "corps_cost": 976.1154,
2602
+ "end_reason": "submitted",
2603
+ "turns": 4,
2604
+ "seconds": 310.9,
2605
+ "checks": 2,
2606
+ "usage": {
2607
+ "input_tokens": 8,
2608
+ "cache_creation_input_tokens": 32710,
2609
+ "cache_read_input_tokens": 77083,
2610
+ "output_tokens": 30126
2611
+ },
2612
+ "plan": [
2613
+ {
2614
+ "dam": "WC",
2615
+ "from": 0,
2616
+ "cfs": 1300
2617
+ },
2618
+ {
2619
+ "dam": "WC",
2620
+ "from": 1,
2621
+ "cfs": 2500
2622
+ },
2623
+ {
2624
+ "dam": "WC",
2625
+ "from": 2,
2626
+ "cfs": 15000
2627
+ },
2628
+ {
2629
+ "dam": "WC",
2630
+ "from": 3,
2631
+ "cfs": 26000
2632
+ },
2633
+ {
2634
+ "dam": "WC",
2635
+ "from": 4,
2636
+ "cfs": 31000
2637
+ },
2638
+ {
2639
+ "dam": "WC",
2640
+ "from": 5,
2641
+ "cfs": 33900
2642
+ },
2643
+ {
2644
+ "dam": "WC",
2645
+ "from": 6,
2646
+ "cfs": 37000
2647
+ },
2648
+ {
2649
+ "dam": "WC",
2650
+ "from": 13,
2651
+ "cfs": 38000
2652
+ },
2653
+ {
2654
+ "dam": "DH",
2655
+ "from": 0,
2656
+ "cfs": 0
2657
+ },
2658
+ {
2659
+ "dam": "DH",
2660
+ "from": 14,
2661
+ "cfs": 460
2662
+ },
2663
+ {
2664
+ "dam": "JPP",
2665
+ "from": 0,
2666
+ "cfs": 0
2667
+ },
2668
+ {
2669
+ "dam": "JPP",
2670
+ "from": 5,
2671
+ "cfs": 2600
2672
+ },
2673
+ {
2674
+ "dam": "JPP",
2675
+ "from": 6,
2676
+ "cfs": 7600
2677
+ },
2678
+ {
2679
+ "dam": "JPP",
2680
+ "from": 7,
2681
+ "cfs": 10000
2682
+ },
2683
+ {
2684
+ "dam": "JPP",
2685
+ "from": 8,
2686
+ "cfs": 14900
2687
+ },
2688
+ {
2689
+ "dam": "CH",
2690
+ "from": 0,
2691
+ "cfs": 0
2692
+ },
2693
+ {
2694
+ "dam": "CH",
2695
+ "from": 13,
2696
+ "cfs": 836
2697
+ },
2698
+ {
2699
+ "dam": "CH",
2700
+ "from": 14,
2701
+ "cfs": 2329
2702
+ },
2703
+ {
2704
+ "dam": "CH",
2705
+ "from": 15,
2706
+ "cfs": 3589
2707
+ },
2708
+ {
2709
+ "dam": "CH",
2710
+ "from": 16,
2711
+ "cfs": 5440
2712
+ },
2713
+ {
2714
+ "dam": "CH",
2715
+ "from": 17,
2716
+ "cfs": 8688
2717
+ },
2718
+ {
2719
+ "dam": "CH",
2720
+ "from": 18,
2721
+ "cfs": 10220
2722
+ },
2723
+ {
2724
+ "dam": "CH",
2725
+ "from": 19,
2726
+ "cfs": 11324
2727
+ },
2728
+ {
2729
+ "dam": "CH",
2730
+ "from": 20,
2731
+ "cfs": 12163
2732
+ },
2733
+ {
2734
+ "dam": "CH",
2735
+ "from": 21,
2736
+ "cfs": 15600
2737
+ },
2738
+ {
2739
+ "dam": "CH",
2740
+ "from": 22,
2741
+ "cfs": 15500
2742
+ },
2743
+ {
2744
+ "dam": "CH",
2745
+ "from": 23,
2746
+ "cfs": 15200
2747
+ }
2748
+ ],
2749
+ "mode": "plan",
2750
+ "commits": [],
2751
+ "realised_cost": null
2752
+ },
2753
+ {
2754
+ "spec": "claude-cli:claude-opus-5-5@high",
2755
+ "task_id": "cum-2025-02-16-00-24s-storm-x1.5",
2756
+ "tier": "storm",
2757
+ "reward": 0.9956,
2758
+ "rho": 0.0014,
2759
+ "solved": true,
2760
+ "feasible": true,
2761
+ "cost": 2428.054,
2762
+ "opt_cost": 2425.9007,
2763
+ "lazy_cost": 3987.141,
2764
+ "rule_cost": 2987.2826,
2765
+ "corps_cost": null,
2766
+ "end_reason": "submitted",
2767
+ "turns": 5,
2768
+ "seconds": 444.1,
2769
+ "checks": 3,
2770
+ "usage": {
2771
+ "input_tokens": 10,
2772
+ "cache_creation_input_tokens": 50079,
2773
+ "cache_read_input_tokens": 144701,
2774
+ "output_tokens": 46320
2775
+ },
2776
+ "plan": [
2777
+ {
2778
+ "dam": "WC",
2779
+ "from": 0,
2780
+ "cfs": 0
2781
+ },
2782
+ {
2783
+ "dam": "WC",
2784
+ "from": 4,
2785
+ "cfs": 11600
2786
+ },
2787
+ {
2788
+ "dam": "WC",
2789
+ "from": 5,
2790
+ "cfs": 20500
2791
+ },
2792
+ {
2793
+ "dam": "WC",
2794
+ "from": 6,
2795
+ "cfs": 28900
2796
+ },
2797
+ {
2798
+ "dam": "WC",
2799
+ "from": 7,
2800
+ "cfs": 38300
2801
+ },
2802
+ {
2803
+ "dam": "WC",
2804
+ "from": 8,
2805
+ "cfs": 38080
2806
+ },
2807
+ {
2808
+ "dam": "WC",
2809
+ "from": 9,
2810
+ "cfs": 38880
2811
+ },
2812
+ {
2813
+ "dam": "WC",
2814
+ "from": 10,
2815
+ "cfs": 34170
2816
+ },
2817
+ {
2818
+ "dam": "WC",
2819
+ "from": 11,
2820
+ "cfs": 38590
2821
+ },
2822
+ {
2823
+ "dam": "WC",
2824
+ "from": 12,
2825
+ "cfs": 39010
2826
+ },
2827
+ {
2828
+ "dam": "WC",
2829
+ "from": 13,
2830
+ "cfs": 37870
2831
+ },
2832
+ {
2833
+ "dam": "WC",
2834
+ "from": 14,
2835
+ "cfs": 37030
2836
+ },
2837
+ {
2838
+ "dam": "WC",
2839
+ "from": 15,
2840
+ "cfs": 39430
2841
+ },
2842
+ {
2843
+ "dam": "WC",
2844
+ "from": 16,
2845
+ "cfs": 38540
2846
+ },
2847
+ {
2848
+ "dam": "WC",
2849
+ "from": 17,
2850
+ "cfs": 38480
2851
+ },
2852
+ {
2853
+ "dam": "WC",
2854
+ "from": 18,
2855
+ "cfs": 37840
2856
+ },
2857
+ {
2858
+ "dam": "WC",
2859
+ "from": 19,
2860
+ "cfs": 38950
2861
+ },
2862
+ {
2863
+ "dam": "WC",
2864
+ "from": 20,
2865
+ "cfs": 36730
2866
+ },
2867
+ {
2868
+ "dam": "WC",
2869
+ "from": 21,
2870
+ "cfs": 41200
2871
+ },
2872
+ {
2873
+ "dam": "WC",
2874
+ "from": 22,
2875
+ "cfs": 32260
2876
+ },
2877
+ {
2878
+ "dam": "WC",
2879
+ "from": 23,
2880
+ "cfs": 50260
2881
+ },
2882
+ {
2883
+ "dam": "DH",
2884
+ "from": 0,
2885
+ "cfs": 0
2886
+ },
2887
+ {
2888
+ "dam": "DH",
2889
+ "from": 9,
2890
+ "cfs": 150
2891
+ },
2892
+ {
2893
+ "dam": "DH",
2894
+ "from": 10,
2895
+ "cfs": 4650
2896
+ },
2897
+ {
2898
+ "dam": "DH",
2899
+ "from": 11,
2900
+ "cfs": 5800
2901
+ },
2902
+ {
2903
+ "dam": "DH",
2904
+ "from": 12,
2905
+ "cfs": 1600
2906
+ },
2907
+ {
2908
+ "dam": "DH",
2909
+ "from": 13,
2910
+ "cfs": 6100
2911
+ },
2912
+ {
2913
+ "dam": "DH",
2914
+ "from": 14,
2915
+ "cfs": 10100
2916
+ },
2917
+ {
2918
+ "dam": "CH",
2919
+ "from": 0,
2920
+ "cfs": 0
2921
+ },
2922
+ {
2923
+ "dam": "CH",
2924
+ "from": 12,
2925
+ "cfs": 6000
2926
+ },
2927
+ {
2928
+ "dam": "CH",
2929
+ "from": 13,
2930
+ "cfs": 14000
2931
+ },
2932
+ {
2933
+ "dam": "CH",
2934
+ "from": 14,
2935
+ "cfs": 22700
2936
+ },
2937
+ {
2938
+ "dam": "CH",
2939
+ "from": 15,
2940
+ "cfs": 25300
2941
+ },
2942
+ {
2943
+ "dam": "JPP",
2944
+ "from": 0,
2945
+ "cfs": 0
2946
+ },
2947
+ {
2948
+ "dam": "JPP",
2949
+ "from": 11,
2950
+ "cfs": 5000
2951
+ },
2952
+ {
2953
+ "dam": "JPP",
2954
+ "from": 12,
2955
+ "cfs": 10000
2956
+ },
2957
+ {
2958
+ "dam": "JPP",
2959
+ "from": 13,
2960
+ "cfs": 14900
2961
+ }
2962
+ ],
2963
+ "mode": "plan",
2964
+ "commits": [],
2965
+ "realised_cost": null
2966
+ },
2967
+ {
2968
+ "spec": "claude-cli:claude-opus-5-5@high",
2969
+ "task_id": "cum-2025-04-01-00-24s-full-f0.5",
2970
+ "tier": "full",
2971
+ "reward": 0.9923,
2972
+ "rho": 0.0024,
2973
+ "solved": true,
2974
+ "feasible": true,
2975
+ "cost": 3572.357,
2976
+ "opt_cost": 3570.3487,
2977
+ "lazy_cost": 4403.5674,
2978
+ "rule_cost": 4913.6607,
2979
+ "corps_cost": null,
2980
+ "end_reason": "submitted",
2981
+ "turns": 5,
2982
+ "seconds": 442.8,
2983
+ "checks": 3,
2984
+ "usage": {
2985
+ "input_tokens": 10,
2986
+ "cache_creation_input_tokens": 55157,
2987
+ "cache_read_input_tokens": 146022,
2988
+ "output_tokens": 48192
2989
+ },
2990
+ "plan": [
2991
+ {
2992
+ "dam": "WC",
2993
+ "from": 0,
2994
+ "cfs": 36638
2995
+ },
2996
+ {
2997
+ "dam": "WC",
2998
+ "from": 1,
2999
+ "cfs": 36890
3000
+ },
3001
+ {
3002
+ "dam": "WC",
3003
+ "from": 2,
3004
+ "cfs": 36769
3005
+ },
3006
+ {
3007
+ "dam": "WC",
3008
+ "from": 3,
3009
+ "cfs": 37034
3010
+ },
3011
+ {
3012
+ "dam": "WC",
3013
+ "from": 4,
3014
+ "cfs": 36953
3015
+ },
3016
+ {
3017
+ "dam": "WC",
3018
+ "from": 5,
3019
+ "cfs": 37987
3020
+ },
3021
+ {
3022
+ "dam": "WC",
3023
+ "from": 6,
3024
+ "cfs": 36309
3025
+ },
3026
+ {
3027
+ "dam": "WC",
3028
+ "from": 7,
3029
+ "cfs": 39378
3030
+ },
3031
+ {
3032
+ "dam": "WC",
3033
+ "from": 8,
3034
+ "cfs": 31815
3035
+ },
3036
+ {
3037
+ "dam": "WC",
3038
+ "from": 9,
3039
+ "cfs": 18153
3040
+ },
3041
+ {
3042
+ "dam": "WC",
3043
+ "from": 10,
3044
+ "cfs": 15090
3045
+ },
3046
+ {
3047
+ "dam": "WC",
3048
+ "from": 11,
3049
+ "cfs": 21196
3050
+ },
3051
+ {
3052
+ "dam": "WC",
3053
+ "from": 12,
3054
+ "cfs": 24495
3055
+ },
3056
+ {
3057
+ "dam": "WC",
3058
+ "from": 13,
3059
+ "cfs": 19474
3060
+ },
3061
+ {
3062
+ "dam": "WC",
3063
+ "from": 14,
3064
+ "cfs": 27337
3065
+ },
3066
+ {
3067
+ "dam": "WC",
3068
+ "from": 15,
3069
+ "cfs": 32342
3070
+ },
3071
+ {
3072
+ "dam": "WC",
3073
+ "from": 16,
3074
+ "cfs": 35399
3075
+ },
3076
+ {
3077
+ "dam": "WC",
3078
+ "from": 17,
3079
+ "cfs": 36457
3080
+ },
3081
+ {
3082
+ "dam": "WC",
3083
+ "from": 18,
3084
+ "cfs": 37621
3085
+ },
3086
+ {
3087
+ "dam": "WC",
3088
+ "from": 19,
3089
+ "cfs": 34995
3090
+ },
3091
+ {
3092
+ "dam": "WC",
3093
+ "from": 20,
3094
+ "cfs": 26640
3095
+ },
3096
+ {
3097
+ "dam": "WC",
3098
+ "from": 21,
3099
+ "cfs": 31518
3100
+ },
3101
+ {
3102
+ "dam": "WC",
3103
+ "from": 22,
3104
+ "cfs": 28558
3105
+ },
3106
+ {
3107
+ "dam": "WC",
3108
+ "from": 23,
3109
+ "cfs": 46558
3110
+ },
3111
+ {
3112
+ "dam": "DH",
3113
+ "from": 0,
3114
+ "cfs": 8125
3115
+ },
3116
+ {
3117
+ "dam": "DH",
3118
+ "from": 1,
3119
+ "cfs": 10100
3120
+ },
3121
+ {
3122
+ "dam": "DH",
3123
+ "from": 16,
3124
+ "cfs": 5600
3125
+ },
3126
+ {
3127
+ "dam": "DH",
3128
+ "from": 17,
3129
+ "cfs": 1100
3130
+ },
3131
+ {
3132
+ "dam": "DH",
3133
+ "from": 18,
3134
+ "cfs": 0
3135
+ },
3136
+ {
3137
+ "dam": "DH",
3138
+ "from": 23,
3139
+ "cfs": 4500
3140
+ },
3141
+ {
3142
+ "dam": "JPP",
3143
+ "from": 0,
3144
+ "cfs": 9700
3145
+ },
3146
+ {
3147
+ "dam": "JPP",
3148
+ "from": 1,
3149
+ "cfs": 14700
3150
+ },
3151
+ {
3152
+ "dam": "JPP",
3153
+ "from": 2,
3154
+ "cfs": 14900
3155
+ },
3156
+ {
3157
+ "dam": "JPP",
3158
+ "from": 11,
3159
+ "cfs": 9900
3160
+ },
3161
+ {
3162
+ "dam": "JPP",
3163
+ "from": 13,
3164
+ "cfs": 14900
3165
+ },
3166
+ {
3167
+ "dam": "JPP",
3168
+ "from": 16,
3169
+ "cfs": 9900
3170
+ },
3171
+ {
3172
+ "dam": "JPP",
3173
+ "from": 17,
3174
+ "cfs": 4900
3175
+ },
3176
+ {
3177
+ "dam": "JPP",
3178
+ "from": 18,
3179
+ "cfs": 0
3180
+ },
3181
+ {
3182
+ "dam": "JPP",
3183
+ "from": 23,
3184
+ "cfs": 3300
3185
+ },
3186
+ {
3187
+ "dam": "CH",
3188
+ "from": 0,
3189
+ "cfs": 22264
3190
+ },
3191
+ {
3192
+ "dam": "CH",
3193
+ "from": 1,
3194
+ "cfs": 25300
3195
+ },
3196
+ {
3197
+ "dam": "CH",
3198
+ "from": 8,
3199
+ "cfs": 21665
3200
+ },
3201
+ {
3202
+ "dam": "CH",
3203
+ "from": 9,
3204
+ "cfs": 12357
3205
+ },
3206
+ {
3207
+ "dam": "CH",
3208
+ "from": 10,
3209
+ "cfs": 22046
3210
+ },
3211
+ {
3212
+ "dam": "CH",
3213
+ "from": 11,
3214
+ "cfs": 25300
3215
+ },
3216
+ {
3217
+ "dam": "CH",
3218
+ "from": 13,
3219
+ "cfs": 23336
3220
+ },
3221
+ {
3222
+ "dam": "CH",
3223
+ "from": 14,
3224
+ "cfs": 19764
3225
+ },
3226
+ {
3227
+ "dam": "CH",
3228
+ "from": 15,
3229
+ "cfs": 19592
3230
+ },
3231
+ {
3232
+ "dam": "CH",
3233
+ "from": 16,
3234
+ "cfs": 22165
3235
+ },
3236
+ {
3237
+ "dam": "CH",
3238
+ "from": 17,
3239
+ "cfs": 20555
3240
+ },
3241
+ {
3242
+ "dam": "CH",
3243
+ "from": 18,
3244
+ "cfs": 16438
3245
+ },
3246
+ {
3247
+ "dam": "CH",
3248
+ "from": 19,
3249
+ "cfs": 15035
3250
+ },
3251
+ {
3252
+ "dam": "CH",
3253
+ "from": 20,
3254
+ "cfs": 17848
3255
+ },
3256
+ {
3257
+ "dam": "CH",
3258
+ "from": 21,
3259
+ "cfs": 25300
3260
+ }
3261
+ ],
3262
+ "mode": "plan",
3263
+ "commits": [],
3264
+ "realised_cost": null
3265
+ },
3266
+ {
3267
+ "spec": "claude-cli:claude-opus-5-5@high",
3268
+ "task_id": "cum-2025-04-01-00-24s-real",
3269
+ "tier": "real",
3270
+ "reward": 0.9683,
3271
+ "rho": 0.0101,
3272
+ "solved": true,
3273
+ "feasible": true,
3274
+ "cost": 375.49,
3275
+ "opt_cost": 373.6743,
3276
+ "lazy_cost": 553.0832,
3277
+ "rule_cost": 558.3402,
3278
+ "corps_cost": 600.9341,
3279
+ "end_reason": "submitted",
3280
+ "turns": 6,
3281
+ "seconds": 852.3,
3282
+ "checks": 4,
3283
+ "usage": {
3284
+ "input_tokens": 12,
3285
+ "cache_creation_input_tokens": 96587,
3286
+ "cache_read_input_tokens": 335791,
3287
+ "output_tokens": 91183
3288
+ },
3289
+ "plan": [
3290
+ {
3291
+ "dam": "WC",
3292
+ "from": 0,
3293
+ "cfs": 36100
3294
+ },
3295
+ {
3296
+ "dam": "WC",
3297
+ "from": 1,
3298
+ "cfs": 32700
3299
+ },
3300
+ {
3301
+ "dam": "WC",
3302
+ "from": 2,
3303
+ "cfs": 31300
3304
+ },
3305
+ {
3306
+ "dam": "WC",
3307
+ "from": 3,
3308
+ "cfs": 36300
3309
+ },
3310
+ {
3311
+ "dam": "WC",
3312
+ "from": 4,
3313
+ "cfs": 29600
3314
+ },
3315
+ {
3316
+ "dam": "WC",
3317
+ "from": 5,
3318
+ "cfs": 29900
3319
+ },
3320
+ {
3321
+ "dam": "WC",
3322
+ "from": 6,
3323
+ "cfs": 38100
3324
+ },
3325
+ {
3326
+ "dam": "WC",
3327
+ "from": 7,
3328
+ "cfs": 29500
3329
+ },
3330
+ {
3331
+ "dam": "WC",
3332
+ "from": 8,
3333
+ "cfs": 29000
3334
+ },
3335
+ {
3336
+ "dam": "WC",
3337
+ "from": 9,
3338
+ "cfs": 16275
3339
+ },
3340
+ {
3341
+ "dam": "WC",
3342
+ "from": 10,
3343
+ "cfs": 17500
3344
+ },
3345
+ {
3346
+ "dam": "WC",
3347
+ "from": 11,
3348
+ "cfs": 16300
3349
+ },
3350
+ {
3351
+ "dam": "WC",
3352
+ "from": 12,
3353
+ "cfs": 20000
3354
+ },
3355
+ {
3356
+ "dam": "WC",
3357
+ "from": 13,
3358
+ "cfs": 11950
3359
+ },
3360
+ {
3361
+ "dam": "WC",
3362
+ "from": 14,
3363
+ "cfs": 19800
3364
+ },
3365
+ {
3366
+ "dam": "WC",
3367
+ "from": 15,
3368
+ "cfs": 24200
3369
+ },
3370
+ {
3371
+ "dam": "WC",
3372
+ "from": 16,
3373
+ "cfs": 28700
3374
+ },
3375
+ {
3376
+ "dam": "WC",
3377
+ "from": 17,
3378
+ "cfs": 30000
3379
+ },
3380
+ {
3381
+ "dam": "WC",
3382
+ "from": 18,
3383
+ "cfs": 28000
3384
+ },
3385
+ {
3386
+ "dam": "WC",
3387
+ "from": 19,
3388
+ "cfs": 22800
3389
+ },
3390
+ {
3391
+ "dam": "WC",
3392
+ "from": 20,
3393
+ "cfs": 22290
3394
+ },
3395
+ {
3396
+ "dam": "WC",
3397
+ "from": 21,
3398
+ "cfs": 23350
3399
+ },
3400
+ {
3401
+ "dam": "WC",
3402
+ "from": 22,
3403
+ "cfs": 22300
3404
+ },
3405
+ {
3406
+ "dam": "WC",
3407
+ "from": 23,
3408
+ "cfs": 36500
3409
+ },
3410
+ {
3411
+ "dam": "DH",
3412
+ "from": 0,
3413
+ "cfs": 8125
3414
+ },
3415
+ {
3416
+ "dam": "DH",
3417
+ "from": 1,
3418
+ "cfs": 10100
3419
+ },
3420
+ {
3421
+ "dam": "DH",
3422
+ "from": 8,
3423
+ "cfs": 5600
3424
+ },
3425
+ {
3426
+ "dam": "DH",
3427
+ "from": 9,
3428
+ "cfs": 1100
3429
+ },
3430
+ {
3431
+ "dam": "DH",
3432
+ "from": 10,
3433
+ "cfs": 0
3434
+ },
3435
+ {
3436
+ "dam": "DH",
3437
+ "from": 11,
3438
+ "cfs": 2000
3439
+ },
3440
+ {
3441
+ "dam": "DH",
3442
+ "from": 12,
3443
+ "cfs": 6000
3444
+ },
3445
+ {
3446
+ "dam": "DH",
3447
+ "from": 13,
3448
+ "cfs": 9000
3449
+ },
3450
+ {
3451
+ "dam": "DH",
3452
+ "from": 14,
3453
+ "cfs": 4500
3454
+ },
3455
+ {
3456
+ "dam": "DH",
3457
+ "from": 15,
3458
+ "cfs": 900
3459
+ },
3460
+ {
3461
+ "dam": "DH",
3462
+ "from": 16,
3463
+ "cfs": 0
3464
+ },
3465
+ {
3466
+ "dam": "CH",
3467
+ "from": 0,
3468
+ "cfs": 9500
3469
+ },
3470
+ {
3471
+ "dam": "CH",
3472
+ "from": 1,
3473
+ "cfs": 0
3474
+ },
3475
+ {
3476
+ "dam": "JPP",
3477
+ "from": 0,
3478
+ "cfs": 9700
3479
+ },
3480
+ {
3481
+ "dam": "JPP",
3482
+ "from": 1,
3483
+ "cfs": 14700
3484
+ },
3485
+ {
3486
+ "dam": "JPP",
3487
+ "from": 2,
3488
+ "cfs": 14900
3489
+ },
3490
+ {
3491
+ "dam": "JPP",
3492
+ "from": 8,
3493
+ "cfs": 9900
3494
+ },
3495
+ {
3496
+ "dam": "JPP",
3497
+ "from": 9,
3498
+ "cfs": 7600
3499
+ },
3500
+ {
3501
+ "dam": "JPP",
3502
+ "from": 10,
3503
+ "cfs": 2600
3504
+ },
3505
+ {
3506
+ "dam": "JPP",
3507
+ "from": 11,
3508
+ "cfs": 0
3509
+ },
3510
+ {
3511
+ "dam": "JPP",
3512
+ "from": 13,
3513
+ "cfs": 2500
3514
+ },
3515
+ {
3516
+ "dam": "JPP",
3517
+ "from": 14,
3518
+ "cfs": 7000
3519
+ },
3520
+ {
3521
+ "dam": "JPP",
3522
+ "from": 15,
3523
+ "cfs": 6000
3524
+ },
3525
+ {
3526
+ "dam": "JPP",
3527
+ "from": 16,
3528
+ "cfs": 1500
3529
+ },
3530
+ {
3531
+ "dam": "JPP",
3532
+ "from": 17,
3533
+ "cfs": 0
3534
+ }
3535
+ ],
3536
+ "mode": "plan",
3537
+ "commits": [],
3538
+ "realised_cost": null
3539
+ },
3540
+ {
3541
+ "spec": "claude-cli:claude-opus-5-5@high",
3542
+ "task_id": "cum-2025-04-01-00-24s-storm-x1.5",
3543
+ "tier": "storm",
3544
+ "reward": 0.9903,
3545
+ "rho": 0.003,
3546
+ "solved": true,
3547
+ "feasible": true,
3548
+ "cost": 1025.938,
3549
+ "opt_cost": 1021.8207,
3550
+ "lazy_cost": 2373.3728,
3551
+ "rule_cost": 1392.0341,
3552
+ "corps_cost": null,
3553
+ "end_reason": "submitted",
3554
+ "turns": 5,
3555
+ "seconds": 746.1,
3556
+ "checks": 3,
3557
+ "usage": {
3558
+ "input_tokens": 10,
3559
+ "cache_creation_input_tokens": 87744,
3560
+ "cache_read_input_tokens": 233736,
3561
+ "output_tokens": 80887
3562
+ },
3563
+ "plan": [
3564
+ {
3565
+ "dam": "WC",
3566
+ "from": 0,
3567
+ "cfs": 35990
3568
+ },
3569
+ {
3570
+ "dam": "WC",
3571
+ "from": 2,
3572
+ "cfs": 36190
3573
+ },
3574
+ {
3575
+ "dam": "WC",
3576
+ "from": 4,
3577
+ "cfs": 36420
3578
+ },
3579
+ {
3580
+ "dam": "WC",
3581
+ "from": 5,
3582
+ "cfs": 36800
3583
+ },
3584
+ {
3585
+ "dam": "WC",
3586
+ "from": 6,
3587
+ "cfs": 37000
3588
+ },
3589
+ {
3590
+ "dam": "WC",
3591
+ "from": 7,
3592
+ "cfs": 36730
3593
+ },
3594
+ {
3595
+ "dam": "WC",
3596
+ "from": 8,
3597
+ "cfs": 27750
3598
+ },
3599
+ {
3600
+ "dam": "WC",
3601
+ "from": 9,
3602
+ "cfs": 9900
3603
+ },
3604
+ {
3605
+ "dam": "WC",
3606
+ "from": 10,
3607
+ "cfs": 0
3608
+ },
3609
+ {
3610
+ "dam": "WC",
3611
+ "from": 11,
3612
+ "cfs": 14350
3613
+ },
3614
+ {
3615
+ "dam": "WC",
3616
+ "from": 13,
3617
+ "cfs": 14050
3618
+ },
3619
+ {
3620
+ "dam": "WC",
3621
+ "from": 15,
3622
+ "cfs": 23900
3623
+ },
3624
+ {
3625
+ "dam": "WC",
3626
+ "from": 16,
3627
+ "cfs": 22050
3628
+ },
3629
+ {
3630
+ "dam": "WC",
3631
+ "from": 17,
3632
+ "cfs": 17600
3633
+ },
3634
+ {
3635
+ "dam": "WC",
3636
+ "from": 18,
3637
+ "cfs": 19200
3638
+ },
3639
+ {
3640
+ "dam": "WC",
3641
+ "from": 19,
3642
+ "cfs": 26600
3643
+ },
3644
+ {
3645
+ "dam": "WC",
3646
+ "from": 20,
3647
+ "cfs": 22200
3648
+ },
3649
+ {
3650
+ "dam": "WC",
3651
+ "from": 21,
3652
+ "cfs": 25500
3653
+ },
3654
+ {
3655
+ "dam": "WC",
3656
+ "from": 22,
3657
+ "cfs": 29050
3658
+ },
3659
+ {
3660
+ "dam": "WC",
3661
+ "from": 23,
3662
+ "cfs": 40100
3663
+ },
3664
+ {
3665
+ "dam": "DH",
3666
+ "from": 0,
3667
+ "cfs": 8125
3668
+ },
3669
+ {
3670
+ "dam": "DH",
3671
+ "from": 1,
3672
+ "cfs": 10100
3673
+ },
3674
+ {
3675
+ "dam": "DH",
3676
+ "from": 9,
3677
+ "cfs": 5600
3678
+ },
3679
+ {
3680
+ "dam": "DH",
3681
+ "from": 10,
3682
+ "cfs": 1100
3683
+ },
3684
+ {
3685
+ "dam": "DH",
3686
+ "from": 11,
3687
+ "cfs": 5600
3688
+ },
3689
+ {
3690
+ "dam": "DH",
3691
+ "from": 12,
3692
+ "cfs": 10100
3693
+ },
3694
+ {
3695
+ "dam": "DH",
3696
+ "from": 14,
3697
+ "cfs": 9000
3698
+ },
3699
+ {
3700
+ "dam": "DH",
3701
+ "from": 15,
3702
+ "cfs": 4500
3703
+ },
3704
+ {
3705
+ "dam": "DH",
3706
+ "from": 16,
3707
+ "cfs": 0
3708
+ },
3709
+ {
3710
+ "dam": "DH",
3711
+ "from": 23,
3712
+ "cfs": 4500
3713
+ },
3714
+ {
3715
+ "dam": "CH",
3716
+ "from": 0,
3717
+ "cfs": 12264
3718
+ },
3719
+ {
3720
+ "dam": "CH",
3721
+ "from": 1,
3722
+ "cfs": 14200
3723
+ },
3724
+ {
3725
+ "dam": "CH",
3726
+ "from": 7,
3727
+ "cfs": 6500
3728
+ },
3729
+ {
3730
+ "dam": "CH",
3731
+ "from": 8,
3732
+ "cfs": 0
3733
+ },
3734
+ {
3735
+ "dam": "JPP",
3736
+ "from": 0,
3737
+ "cfs": 9700
3738
+ },
3739
+ {
3740
+ "dam": "JPP",
3741
+ "from": 1,
3742
+ "cfs": 14700
3743
+ },
3744
+ {
3745
+ "dam": "JPP",
3746
+ "from": 2,
3747
+ "cfs": 14900
3748
+ },
3749
+ {
3750
+ "dam": "JPP",
3751
+ "from": 11,
3752
+ "cfs": 9900
3753
+ },
3754
+ {
3755
+ "dam": "JPP",
3756
+ "from": 12,
3757
+ "cfs": 5400
3758
+ },
3759
+ {
3760
+ "dam": "JPP",
3761
+ "from": 13,
3762
+ "cfs": 9900
3763
+ },
3764
+ {
3765
+ "dam": "JPP",
3766
+ "from": 14,
3767
+ "cfs": 14900
3768
+ },
3769
+ {
3770
+ "dam": "JPP",
3771
+ "from": 15,
3772
+ "cfs": 13800
3773
+ },
3774
+ {
3775
+ "dam": "JPP",
3776
+ "from": 16,
3777
+ "cfs": 8800
3778
+ },
3779
+ {
3780
+ "dam": "JPP",
3781
+ "from": 17,
3782
+ "cfs": 3800
3783
+ },
3784
+ {
3785
+ "dam": "JPP",
3786
+ "from": 18,
3787
+ "cfs": 0
3788
+ }
3789
+ ],
3790
+ "mode": "plan",
3791
+ "commits": [],
3792
+ "realised_cost": null
3793
+ },
3794
+ {
3795
+ "spec": "claude-cli:claude-opus-5-5@high",
3796
+ "task_id": "cum-2025-04-02-00-24s-full-f0.5",
3797
+ "tier": "full",
3798
+ "reward": 0.9897,
3799
+ "rho": 0.0032,
3800
+ "solved": true,
3801
+ "feasible": true,
3802
+ "cost": 4143.016,
3803
+ "opt_cost": 4138.9244,
3804
+ "lazy_cost": 5406.0046,
3805
+ "rule_cost": 5745.8198,
3806
+ "corps_cost": null,
3807
+ "end_reason": "submitted",
3808
+ "turns": 4,
3809
+ "seconds": 436.5,
3810
+ "checks": 2,
3811
+ "usage": {
3812
+ "input_tokens": 8,
3813
+ "cache_creation_input_tokens": 53014,
3814
+ "cache_read_input_tokens": 97861,
3815
+ "output_tokens": 47021
3816
+ },
3817
+ "plan": [
3818
+ {
3819
+ "dam": "WC",
3820
+ "from": 0,
3821
+ "cfs": 36953
3822
+ },
3823
+ {
3824
+ "dam": "WC",
3825
+ "from": 1,
3826
+ "cfs": 37988
3827
+ },
3828
+ {
3829
+ "dam": "WC",
3830
+ "from": 2,
3831
+ "cfs": 36309
3832
+ },
3833
+ {
3834
+ "dam": "WC",
3835
+ "from": 3,
3836
+ "cfs": 39378
3837
+ },
3838
+ {
3839
+ "dam": "WC",
3840
+ "from": 4,
3841
+ "cfs": 31815
3842
+ },
3843
+ {
3844
+ "dam": "WC",
3845
+ "from": 5,
3846
+ "cfs": 18153
3847
+ },
3848
+ {
3849
+ "dam": "WC",
3850
+ "from": 6,
3851
+ "cfs": 15090
3852
+ },
3853
+ {
3854
+ "dam": "WC",
3855
+ "from": 7,
3856
+ "cfs": 21194
3857
+ },
3858
+ {
3859
+ "dam": "WC",
3860
+ "from": 8,
3861
+ "cfs": 24500
3862
+ },
3863
+ {
3864
+ "dam": "WC",
3865
+ "from": 9,
3866
+ "cfs": 19462
3867
+ },
3868
+ {
3869
+ "dam": "WC",
3870
+ "from": 10,
3871
+ "cfs": 27360
3872
+ },
3873
+ {
3874
+ "dam": "WC",
3875
+ "from": 11,
3876
+ "cfs": 32295
3877
+ },
3878
+ {
3879
+ "dam": "WC",
3880
+ "from": 12,
3881
+ "cfs": 35492
3882
+ },
3883
+ {
3884
+ "dam": "WC",
3885
+ "from": 13,
3886
+ "cfs": 36273
3887
+ },
3888
+ {
3889
+ "dam": "WC",
3890
+ "from": 14,
3891
+ "cfs": 37990
3892
+ },
3893
+ {
3894
+ "dam": "WC",
3895
+ "from": 15,
3896
+ "cfs": 34258
3897
+ },
3898
+ {
3899
+ "dam": "WC",
3900
+ "from": 16,
3901
+ "cfs": 28114
3902
+ },
3903
+ {
3904
+ "dam": "WC",
3905
+ "from": 17,
3906
+ "cfs": 28570
3907
+ },
3908
+ {
3909
+ "dam": "WC",
3910
+ "from": 18,
3911
+ "cfs": 34454
3912
+ },
3913
+ {
3914
+ "dam": "WC",
3915
+ "from": 19,
3916
+ "cfs": 34767
3917
+ },
3918
+ {
3919
+ "dam": "WC",
3920
+ "from": 20,
3921
+ "cfs": 39859
3922
+ },
3923
+ {
3924
+ "dam": "WC",
3925
+ "from": 21,
3926
+ "cfs": 40192
3927
+ },
3928
+ {
3929
+ "dam": "WC",
3930
+ "from": 22,
3931
+ "cfs": 30356
3932
+ },
3933
+ {
3934
+ "dam": "WC",
3935
+ "from": 23,
3936
+ "cfs": 48356
3937
+ },
3938
+ {
3939
+ "dam": "DH",
3940
+ "from": 0,
3941
+ "cfs": 8125
3942
+ },
3943
+ {
3944
+ "dam": "DH",
3945
+ "from": 1,
3946
+ "cfs": 10100
3947
+ },
3948
+ {
3949
+ "dam": "DH",
3950
+ "from": 11,
3951
+ "cfs": 6100
3952
+ },
3953
+ {
3954
+ "dam": "DH",
3955
+ "from": 23,
3956
+ "cfs": 10100
3957
+ },
3958
+ {
3959
+ "dam": "CH",
3960
+ "from": 0,
3961
+ "cfs": 15261
3962
+ },
3963
+ {
3964
+ "dam": "CH",
3965
+ "from": 1,
3966
+ "cfs": 25261
3967
+ },
3968
+ {
3969
+ "dam": "CH",
3970
+ "from": 2,
3971
+ "cfs": 25300
3972
+ },
3973
+ {
3974
+ "dam": "CH",
3975
+ "from": 4,
3976
+ "cfs": 21665
3977
+ },
3978
+ {
3979
+ "dam": "CH",
3980
+ "from": 5,
3981
+ "cfs": 12357
3982
+ },
3983
+ {
3984
+ "dam": "CH",
3985
+ "from": 6,
3986
+ "cfs": 20379
3987
+ },
3988
+ {
3989
+ "dam": "CH",
3990
+ "from": 7,
3991
+ "cfs": 25300
3992
+ },
3993
+ {
3994
+ "dam": "CH",
3995
+ "from": 9,
3996
+ "cfs": 21333
3997
+ },
3998
+ {
3999
+ "dam": "CH",
4000
+ "from": 10,
4001
+ "cfs": 15870
4002
+ },
4003
+ {
4004
+ "dam": "CH",
4005
+ "from": 11,
4006
+ "cfs": 9214
4007
+ },
4008
+ {
4009
+ "dam": "CH",
4010
+ "from": 12,
4011
+ "cfs": 9821
4012
+ },
4013
+ {
4014
+ "dam": "CH",
4015
+ "from": 13,
4016
+ "cfs": 9742
4017
+ },
4018
+ {
4019
+ "dam": "CH",
4020
+ "from": 14,
4021
+ "cfs": 7097
4022
+ },
4023
+ {
4024
+ "dam": "CH",
4025
+ "from": 15,
4026
+ "cfs": 5750
4027
+ },
4028
+ {
4029
+ "dam": "CH",
4030
+ "from": 16,
4031
+ "cfs": 10649
4032
+ },
4033
+ {
4034
+ "dam": "CH",
4035
+ "from": 17,
4036
+ "cfs": 15740
4037
+ },
4038
+ {
4039
+ "dam": "CH",
4040
+ "from": 18,
4041
+ "cfs": 17447
4042
+ },
4043
+ {
4044
+ "dam": "CH",
4045
+ "from": 19,
4046
+ "cfs": 12660
4047
+ },
4048
+ {
4049
+ "dam": "CH",
4050
+ "from": 20,
4051
+ "cfs": 15356
4052
+ },
4053
+ {
4054
+ "dam": "CH",
4055
+ "from": 21,
4056
+ "cfs": 25300
4057
+ },
4058
+ {
4059
+ "dam": "JPP",
4060
+ "from": 0,
4061
+ "cfs": 7350
4062
+ },
4063
+ {
4064
+ "dam": "JPP",
4065
+ "from": 1,
4066
+ "cfs": 12350
4067
+ },
4068
+ {
4069
+ "dam": "JPP",
4070
+ "from": 2,
4071
+ "cfs": 14900
4072
+ },
4073
+ {
4074
+ "dam": "JPP",
4075
+ "from": 7,
4076
+ "cfs": 9900
4077
+ },
4078
+ {
4079
+ "dam": "JPP",
4080
+ "from": 9,
4081
+ "cfs": 14900
4082
+ },
4083
+ {
4084
+ "dam": "JPP",
4085
+ "from": 13,
4086
+ "cfs": 12000
4087
+ },
4088
+ {
4089
+ "dam": "JPP",
4090
+ "from": 14,
4091
+ "cfs": 9000
4092
+ },
4093
+ {
4094
+ "dam": "JPP",
4095
+ "from": 15,
4096
+ "cfs": 6000
4097
+ },
4098
+ {
4099
+ "dam": "JPP",
4100
+ "from": 16,
4101
+ "cfs": 4000
4102
+ },
4103
+ {
4104
+ "dam": "JPP",
4105
+ "from": 17,
4106
+ "cfs": 3000
4107
+ },
4108
+ {
4109
+ "dam": "JPP",
4110
+ "from": 19,
4111
+ "cfs": 4000
4112
+ },
4113
+ {
4114
+ "dam": "JPP",
4115
+ "from": 20,
4116
+ "cfs": 6000
4117
+ },
4118
+ {
4119
+ "dam": "JPP",
4120
+ "from": 21,
4121
+ "cfs": 8000
4122
+ },
4123
+ {
4124
+ "dam": "JPP",
4125
+ "from": 22,
4126
+ "cfs": 10000
4127
+ },
4128
+ {
4129
+ "dam": "JPP",
4130
+ "from": 23,
4131
+ "cfs": 7000
4132
+ }
4133
+ ],
4134
+ "mode": "plan",
4135
+ "commits": [],
4136
+ "realised_cost": null
4137
+ },
4138
+ {
4139
+ "spec": "claude-cli:claude-opus-5-5@high",
4140
+ "task_id": "cum-2025-04-02-00-24s-real",
4141
+ "tier": "real",
4142
+ "reward": 0.8464,
4143
+ "rho": 0.0533,
4144
+ "solved": false,
4145
+ "feasible": true,
4146
+ "cost": 521.586,
4147
+ "opt_cost": 513.6906,
4148
+ "lazy_cost": 661.8857,
4149
+ "rule_cost": 690.74,
4150
+ "corps_cost": 757.7959,
4151
+ "end_reason": "submitted",
4152
+ "turns": 5,
4153
+ "seconds": 603.3,
4154
+ "checks": 3,
4155
+ "usage": {
4156
+ "input_tokens": 10,
4157
+ "cache_creation_input_tokens": 71928,
4158
+ "cache_read_input_tokens": 191882,
4159
+ "output_tokens": 62900
4160
+ },
4161
+ "plan": [
4162
+ {
4163
+ "dam": "WC",
4164
+ "from": 0,
4165
+ "cfs": 29700
4166
+ },
4167
+ {
4168
+ "dam": "WC",
4169
+ "from": 1,
4170
+ "cfs": 29900
4171
+ },
4172
+ {
4173
+ "dam": "WC",
4174
+ "from": 3,
4175
+ "cfs": 29600
4176
+ },
4177
+ {
4178
+ "dam": "WC",
4179
+ "from": 4,
4180
+ "cfs": 24826
4181
+ },
4182
+ {
4183
+ "dam": "WC",
4184
+ "from": 5,
4185
+ "cfs": 9630
4186
+ },
4187
+ {
4188
+ "dam": "WC",
4189
+ "from": 7,
4190
+ "cfs": 9600
4191
+ },
4192
+ {
4193
+ "dam": "WC",
4194
+ "from": 8,
4195
+ "cfs": 17411
4196
+ },
4197
+ {
4198
+ "dam": "WC",
4199
+ "from": 9,
4200
+ "cfs": 11140
4201
+ },
4202
+ {
4203
+ "dam": "WC",
4204
+ "from": 10,
4205
+ "cfs": 20000
4206
+ },
4207
+ {
4208
+ "dam": "WC",
4209
+ "from": 11,
4210
+ "cfs": 24215
4211
+ },
4212
+ {
4213
+ "dam": "WC",
4214
+ "from": 12,
4215
+ "cfs": 28781
4216
+ },
4217
+ {
4218
+ "dam": "WC",
4219
+ "from": 13,
4220
+ "cfs": 27195
4221
+ },
4222
+ {
4223
+ "dam": "WC",
4224
+ "from": 14,
4225
+ "cfs": 28051
4226
+ },
4227
+ {
4228
+ "dam": "WC",
4229
+ "from": 15,
4230
+ "cfs": 22844
4231
+ },
4232
+ {
4233
+ "dam": "WC",
4234
+ "from": 16,
4235
+ "cfs": 20000
4236
+ },
4237
+ {
4238
+ "dam": "WC",
4239
+ "from": 17,
4240
+ "cfs": 22299
4241
+ },
4242
+ {
4243
+ "dam": "WC",
4244
+ "from": 18,
4245
+ "cfs": 24495
4246
+ },
4247
+ {
4248
+ "dam": "WC",
4249
+ "from": 19,
4250
+ "cfs": 30000
4251
+ },
4252
+ {
4253
+ "dam": "WC",
4254
+ "from": 20,
4255
+ "cfs": 26892
4256
+ },
4257
+ {
4258
+ "dam": "WC",
4259
+ "from": 21,
4260
+ "cfs": 29120
4261
+ },
4262
+ {
4263
+ "dam": "WC",
4264
+ "from": 22,
4265
+ "cfs": 30300
4266
+ },
4267
+ {
4268
+ "dam": "WC",
4269
+ "from": 23,
4270
+ "cfs": 48300
4271
+ },
4272
+ {
4273
+ "dam": "DH",
4274
+ "from": 0,
4275
+ "cfs": 8125
4276
+ },
4277
+ {
4278
+ "dam": "DH",
4279
+ "from": 1,
4280
+ "cfs": 10100
4281
+ },
4282
+ {
4283
+ "dam": "DH",
4284
+ "from": 12,
4285
+ "cfs": 6700
4286
+ },
4287
+ {
4288
+ "dam": "DH",
4289
+ "from": 13,
4290
+ "cfs": 2200
4291
+ },
4292
+ {
4293
+ "dam": "DH",
4294
+ "from": 14,
4295
+ "cfs": 0
4296
+ },
4297
+ {
4298
+ "dam": "DH",
4299
+ "from": 22,
4300
+ "cfs": 3392
4301
+ },
4302
+ {
4303
+ "dam": "DH",
4304
+ "from": 23,
4305
+ "cfs": 0
4306
+ },
4307
+ {
4308
+ "dam": "JPP",
4309
+ "from": 0,
4310
+ "cfs": 7350
4311
+ },
4312
+ {
4313
+ "dam": "JPP",
4314
+ "from": 1,
4315
+ "cfs": 12350
4316
+ },
4317
+ {
4318
+ "dam": "JPP",
4319
+ "from": 2,
4320
+ "cfs": 14900
4321
+ },
4322
+ {
4323
+ "dam": "JPP",
4324
+ "from": 12,
4325
+ "cfs": 14800
4326
+ },
4327
+ {
4328
+ "dam": "JPP",
4329
+ "from": 13,
4330
+ "cfs": 9900
4331
+ },
4332
+ {
4333
+ "dam": "JPP",
4334
+ "from": 14,
4335
+ "cfs": 4900
4336
+ },
4337
+ {
4338
+ "dam": "JPP",
4339
+ "from": 15,
4340
+ "cfs": 0
4341
+ },
4342
+ {
4343
+ "dam": "CH",
4344
+ "from": 0,
4345
+ "cfs": 11500
4346
+ },
4347
+ {
4348
+ "dam": "CH",
4349
+ "from": 1,
4350
+ "cfs": 5507
4351
+ }
4352
+ ],
4353
+ "mode": "plan",
4354
+ "commits": [],
4355
+ "realised_cost": null
4356
+ },
4357
+ {
4358
+ "spec": "claude-cli:claude-opus-5-5@high",
4359
+ "task_id": "cum-2025-04-02-00-24s-storm-x1.5",
4360
+ "tier": "storm",
4361
+ "reward": 0.9785,
4362
+ "rho": 0.0068,
4363
+ "solved": true,
4364
+ "feasible": true,
4365
+ "cost": 1399.821,
4366
+ "opt_cost": 1394.273,
4367
+ "lazy_cost": 2208.3292,
4368
+ "rule_cost": 1898.6035,
4369
+ "corps_cost": null,
4370
+ "end_reason": "submitted",
4371
+ "turns": 4,
4372
+ "seconds": 846.9,
4373
+ "checks": 2,
4374
+ "usage": {
4375
+ "input_tokens": 8,
4376
+ "cache_creation_input_tokens": 99927,
4377
+ "cache_read_input_tokens": 171133,
4378
+ "output_tokens": 93909
4379
+ },
4380
+ "plan": [
4381
+ {
4382
+ "dam": "WC",
4383
+ "from": 0,
4384
+ "cfs": 36862
4385
+ },
4386
+ {
4387
+ "dam": "WC",
4388
+ "from": 2,
4389
+ "cfs": 37444
4390
+ },
4391
+ {
4392
+ "dam": "WC",
4393
+ "from": 3,
4394
+ "cfs": 35848
4395
+ },
4396
+ {
4397
+ "dam": "WC",
4398
+ "from": 4,
4399
+ "cfs": 27806
4400
+ },
4401
+ {
4402
+ "dam": "WC",
4403
+ "from": 5,
4404
+ "cfs": 9806
4405
+ },
4406
+ {
4407
+ "dam": "WC",
4408
+ "from": 6,
4409
+ "cfs": 227
4410
+ },
4411
+ {
4412
+ "dam": "WC",
4413
+ "from": 7,
4414
+ "cfs": 14358
4415
+ },
4416
+ {
4417
+ "dam": "WC",
4418
+ "from": 9,
4419
+ "cfs": 16722
4420
+ },
4421
+ {
4422
+ "dam": "WC",
4423
+ "from": 10,
4424
+ "cfs": 8727
4425
+ },
4426
+ {
4427
+ "dam": "WC",
4428
+ "from": 11,
4429
+ "cfs": 26572
4430
+ },
4431
+ {
4432
+ "dam": "WC",
4433
+ "from": 12,
4434
+ "cfs": 20719
4435
+ },
4436
+ {
4437
+ "dam": "WC",
4438
+ "from": 13,
4439
+ "cfs": 18265
4440
+ },
4441
+ {
4442
+ "dam": "WC",
4443
+ "from": 14,
4444
+ "cfs": 18872
4445
+ },
4446
+ {
4447
+ "dam": "WC",
4448
+ "from": 15,
4449
+ "cfs": 26781
4450
+ },
4451
+ {
4452
+ "dam": "WC",
4453
+ "from": 16,
4454
+ "cfs": 23048
4455
+ },
4456
+ {
4457
+ "dam": "WC",
4458
+ "from": 17,
4459
+ "cfs": 23843
4460
+ },
4461
+ {
4462
+ "dam": "WC",
4463
+ "from": 18,
4464
+ "cfs": 32444
4465
+ },
4466
+ {
4467
+ "dam": "WC",
4468
+ "from": 19,
4469
+ "cfs": 33364
4470
+ },
4471
+ {
4472
+ "dam": "WC",
4473
+ "from": 20,
4474
+ "cfs": 40104
4475
+ },
4476
+ {
4477
+ "dam": "WC",
4478
+ "from": 21,
4479
+ "cfs": 39702
4480
+ },
4481
+ {
4482
+ "dam": "WC",
4483
+ "from": 22,
4484
+ "cfs": 29448
4485
+ },
4486
+ {
4487
+ "dam": "WC",
4488
+ "from": 23,
4489
+ "cfs": 47448
4490
+ },
4491
+ {
4492
+ "dam": "DH",
4493
+ "from": 0,
4494
+ "cfs": 8125
4495
+ },
4496
+ {
4497
+ "dam": "DH",
4498
+ "from": 1,
4499
+ "cfs": 10100
4500
+ },
4501
+ {
4502
+ "dam": "DH",
4503
+ "from": 4,
4504
+ "cfs": 9000
4505
+ },
4506
+ {
4507
+ "dam": "DH",
4508
+ "from": 5,
4509
+ "cfs": 4500
4510
+ },
4511
+ {
4512
+ "dam": "DH",
4513
+ "from": 6,
4514
+ "cfs": 0
4515
+ },
4516
+ {
4517
+ "dam": "DH",
4518
+ "from": 8,
4519
+ "cfs": 4500
4520
+ },
4521
+ {
4522
+ "dam": "DH",
4523
+ "from": 9,
4524
+ "cfs": 9000
4525
+ },
4526
+ {
4527
+ "dam": "DH",
4528
+ "from": 10,
4529
+ "cfs": 4500
4530
+ },
4531
+ {
4532
+ "dam": "DH",
4533
+ "from": 11,
4534
+ "cfs": 0
4535
+ },
4536
+ {
4537
+ "dam": "CH",
4538
+ "from": 0,
4539
+ "cfs": 15261
4540
+ },
4541
+ {
4542
+ "dam": "CH",
4543
+ "from": 1,
4544
+ "cfs": 25261
4545
+ },
4546
+ {
4547
+ "dam": "CH",
4548
+ "from": 2,
4549
+ "cfs": 23073
4550
+ },
4551
+ {
4552
+ "dam": "CH",
4553
+ "from": 3,
4554
+ "cfs": 20381
4555
+ },
4556
+ {
4557
+ "dam": "CH",
4558
+ "from": 4,
4559
+ "cfs": 11851
4560
+ },
4561
+ {
4562
+ "dam": "CH",
4563
+ "from": 5,
4564
+ "cfs": 3253
4565
+ },
4566
+ {
4567
+ "dam": "CH",
4568
+ "from": 6,
4569
+ "cfs": 13253
4570
+ },
4571
+ {
4572
+ "dam": "CH",
4573
+ "from": 7,
4574
+ "cfs": 23253
4575
+ },
4576
+ {
4577
+ "dam": "CH",
4578
+ "from": 8,
4579
+ "cfs": 21786
4580
+ },
4581
+ {
4582
+ "dam": "CH",
4583
+ "from": 9,
4584
+ "cfs": 11786
4585
+ },
4586
+ {
4587
+ "dam": "CH",
4588
+ "from": 10,
4589
+ "cfs": 1786
4590
+ },
4591
+ {
4592
+ "dam": "CH",
4593
+ "from": 11,
4594
+ "cfs": 2269
4595
+ },
4596
+ {
4597
+ "dam": "CH",
4598
+ "from": 12,
4599
+ "cfs": 0
4600
+ },
4601
+ {
4602
+ "dam": "CH",
4603
+ "from": 17,
4604
+ "cfs": 1978
4605
+ },
4606
+ {
4607
+ "dam": "CH",
4608
+ "from": 18,
4609
+ "cfs": 5637
4610
+ },
4611
+ {
4612
+ "dam": "CH",
4613
+ "from": 19,
4614
+ "cfs": 1568
4615
+ },
4616
+ {
4617
+ "dam": "CH",
4618
+ "from": 20,
4619
+ "cfs": 3390
4620
+ },
4621
+ {
4622
+ "dam": "CH",
4623
+ "from": 21,
4624
+ "cfs": 13390
4625
+ },
4626
+ {
4627
+ "dam": "CH",
4628
+ "from": 22,
4629
+ "cfs": 22123
4630
+ },
4631
+ {
4632
+ "dam": "CH",
4633
+ "from": 23,
4634
+ "cfs": 25300
4635
+ },
4636
+ {
4637
+ "dam": "JPP",
4638
+ "from": 0,
4639
+ "cfs": 7350
4640
+ },
4641
+ {
4642
+ "dam": "JPP",
4643
+ "from": 1,
4644
+ "cfs": 12350
4645
+ },
4646
+ {
4647
+ "dam": "JPP",
4648
+ "from": 2,
4649
+ "cfs": 14900
4650
+ },
4651
+ {
4652
+ "dam": "JPP",
4653
+ "from": 7,
4654
+ "cfs": 9900
4655
+ },
4656
+ {
4657
+ "dam": "JPP",
4658
+ "from": 8,
4659
+ "cfs": 4900
4660
+ },
4661
+ {
4662
+ "dam": "JPP",
4663
+ "from": 9,
4664
+ "cfs": 9900
4665
+ },
4666
+ {
4667
+ "dam": "JPP",
4668
+ "from": 10,
4669
+ "cfs": 14900
4670
+ },
4671
+ {
4672
+ "dam": "JPP",
4673
+ "from": 12,
4674
+ "cfs": 10000
4675
+ },
4676
+ {
4677
+ "dam": "JPP",
4678
+ "from": 13,
4679
+ "cfs": 5000
4680
+ },
4681
+ {
4682
+ "dam": "JPP",
4683
+ "from": 14,
4684
+ "cfs": 0
4685
+ }
4686
+ ],
4687
+ "mode": "plan",
4688
+ "commits": [],
4689
+ "realised_cost": null
4690
+ },
4691
+ {
4692
+ "spec": "claude-cli:claude-opus-5-5@high",
4693
+ "task_id": "cum-2025-04-03-00-24s-full-f0.5",
4694
+ "tier": "full",
4695
+ "reward": 0.9983,
4696
+ "rho": 0.0005,
4697
+ "solved": true,
4698
+ "feasible": true,
4699
+ "cost": 4330.191,
4700
+ "opt_cost": 4329.6552,
4701
+ "lazy_cost": 5325.6166,
4702
+ "rule_cost": 6272.3496,
4703
+ "corps_cost": null,
4704
+ "end_reason": "submitted",
4705
+ "turns": 4,
4706
+ "seconds": 388.8,
4707
+ "checks": 2,
4708
+ "usage": {
4709
+ "input_tokens": 8,
4710
+ "cache_creation_input_tokens": 49022,
4711
+ "cache_read_input_tokens": 88468,
4712
+ "output_tokens": 43364
4713
+ },
4714
+ "plan": [
4715
+ {
4716
+ "dam": "WC",
4717
+ "from": 0,
4718
+ "cfs": 31815
4719
+ },
4720
+ {
4721
+ "dam": "WC",
4722
+ "from": 1,
4723
+ "cfs": 18153
4724
+ },
4725
+ {
4726
+ "dam": "WC",
4727
+ "from": 2,
4728
+ "cfs": 15090
4729
+ },
4730
+ {
4731
+ "dam": "WC",
4732
+ "from": 3,
4733
+ "cfs": 21194
4734
+ },
4735
+ {
4736
+ "dam": "WC",
4737
+ "from": 4,
4738
+ "cfs": 24500
4739
+ },
4740
+ {
4741
+ "dam": "WC",
4742
+ "from": 5,
4743
+ "cfs": 19462
4744
+ },
4745
+ {
4746
+ "dam": "WC",
4747
+ "from": 6,
4748
+ "cfs": 27361
4749
+ },
4750
+ {
4751
+ "dam": "WC",
4752
+ "from": 7,
4753
+ "cfs": 32293
4754
+ },
4755
+ {
4756
+ "dam": "WC",
4757
+ "from": 8,
4758
+ "cfs": 35496
4759
+ },
4760
+ {
4761
+ "dam": "WC",
4762
+ "from": 9,
4763
+ "cfs": 36264
4764
+ },
4765
+ {
4766
+ "dam": "WC",
4767
+ "from": 10,
4768
+ "cfs": 38006
4769
+ },
4770
+ {
4771
+ "dam": "WC",
4772
+ "from": 11,
4773
+ "cfs": 34226
4774
+ },
4775
+ {
4776
+ "dam": "WC",
4777
+ "from": 12,
4778
+ "cfs": 28178
4779
+ },
4780
+ {
4781
+ "dam": "WC",
4782
+ "from": 13,
4783
+ "cfs": 28442
4784
+ },
4785
+ {
4786
+ "dam": "WC",
4787
+ "from": 14,
4788
+ "cfs": 34708
4789
+ },
4790
+ {
4791
+ "dam": "WC",
4792
+ "from": 15,
4793
+ "cfs": 34258
4794
+ },
4795
+ {
4796
+ "dam": "WC",
4797
+ "from": 16,
4798
+ "cfs": 40876
4799
+ },
4800
+ {
4801
+ "dam": "WC",
4802
+ "from": 17,
4803
+ "cfs": 38157
4804
+ },
4805
+ {
4806
+ "dam": "WC",
4807
+ "from": 18,
4808
+ "cfs": 34424
4809
+ },
4810
+ {
4811
+ "dam": "WC",
4812
+ "from": 19,
4813
+ "cfs": 40220
4814
+ },
4815
+ {
4816
+ "dam": "WC",
4817
+ "from": 20,
4818
+ "cfs": 36928
4819
+ },
4820
+ {
4821
+ "dam": "WC",
4822
+ "from": 21,
4823
+ "cfs": 40786
4824
+ },
4825
+ {
4826
+ "dam": "WC",
4827
+ "from": 22,
4828
+ "cfs": 31486
4829
+ },
4830
+ {
4831
+ "dam": "WC",
4832
+ "from": 23,
4833
+ "cfs": 49486
4834
+ },
4835
+ {
4836
+ "dam": "DH",
4837
+ "from": 0,
4838
+ "cfs": 7543
4839
+ },
4840
+ {
4841
+ "dam": "DH",
4842
+ "from": 1,
4843
+ "cfs": 10100
4844
+ },
4845
+ {
4846
+ "dam": "DH",
4847
+ "from": 9,
4848
+ "cfs": 6800
4849
+ },
4850
+ {
4851
+ "dam": "DH",
4852
+ "from": 10,
4853
+ "cfs": 2300
4854
+ },
4855
+ {
4856
+ "dam": "DH",
4857
+ "from": 11,
4858
+ "cfs": 0
4859
+ },
4860
+ {
4861
+ "dam": "DH",
4862
+ "from": 13,
4863
+ "cfs": 4500
4864
+ },
4865
+ {
4866
+ "dam": "DH",
4867
+ "from": 14,
4868
+ "cfs": 9000
4869
+ },
4870
+ {
4871
+ "dam": "DH",
4872
+ "from": 15,
4873
+ "cfs": 10100
4874
+ },
4875
+ {
4876
+ "dam": "CH",
4877
+ "from": 0,
4878
+ "cfs": 21068
4879
+ },
4880
+ {
4881
+ "dam": "CH",
4882
+ "from": 1,
4883
+ "cfs": 12769
4884
+ },
4885
+ {
4886
+ "dam": "CH",
4887
+ "from": 2,
4888
+ "cfs": 20379
4889
+ },
4890
+ {
4891
+ "dam": "CH",
4892
+ "from": 3,
4893
+ "cfs": 25300
4894
+ },
4895
+ {
4896
+ "dam": "CH",
4897
+ "from": 5,
4898
+ "cfs": 19937
4899
+ },
4900
+ {
4901
+ "dam": "CH",
4902
+ "from": 6,
4903
+ "cfs": 9937
4904
+ },
4905
+ {
4906
+ "dam": "CH",
4907
+ "from": 7,
4908
+ "cfs": 1413
4909
+ },
4910
+ {
4911
+ "dam": "CH",
4912
+ "from": 8,
4913
+ "cfs": 2722
4914
+ },
4915
+ {
4916
+ "dam": "CH",
4917
+ "from": 9,
4918
+ "cfs": 4074
4919
+ },
4920
+ {
4921
+ "dam": "CH",
4922
+ "from": 10,
4923
+ "cfs": 1635
4924
+ },
4925
+ {
4926
+ "dam": "CH",
4927
+ "from": 11,
4928
+ "cfs": 0
4929
+ },
4930
+ {
4931
+ "dam": "CH",
4932
+ "from": 12,
4933
+ "cfs": 311
4934
+ },
4935
+ {
4936
+ "dam": "CH",
4937
+ "from": 13,
4938
+ "cfs": 6207
4939
+ },
4940
+ {
4941
+ "dam": "CH",
4942
+ "from": 14,
4943
+ "cfs": 14277
4944
+ },
4945
+ {
4946
+ "dam": "CH",
4947
+ "from": 15,
4948
+ "cfs": 15565
4949
+ },
4950
+ {
4951
+ "dam": "CH",
4952
+ "from": 16,
4953
+ "cfs": 17944
4954
+ },
4955
+ {
4956
+ "dam": "CH",
4957
+ "from": 17,
4958
+ "cfs": 21709
4959
+ },
4960
+ {
4961
+ "dam": "CH",
4962
+ "from": 18,
4963
+ "cfs": 21632
4964
+ },
4965
+ {
4966
+ "dam": "CH",
4967
+ "from": 19,
4968
+ "cfs": 22088
4969
+ },
4970
+ {
4971
+ "dam": "CH",
4972
+ "from": 20,
4973
+ "cfs": 25300
4974
+ },
4975
+ {
4976
+ "dam": "JPP",
4977
+ "from": 0,
4978
+ "cfs": 9700
4979
+ },
4980
+ {
4981
+ "dam": "JPP",
4982
+ "from": 1,
4983
+ "cfs": 14700
4984
+ },
4985
+ {
4986
+ "dam": "JPP",
4987
+ "from": 2,
4988
+ "cfs": 14900
4989
+ },
4990
+ {
4991
+ "dam": "JPP",
4992
+ "from": 14,
4993
+ "cfs": 12564
4994
+ },
4995
+ {
4996
+ "dam": "JPP",
4997
+ "from": 15,
4998
+ "cfs": 14900
4999
+ },
5000
+ {
5001
+ "dam": "JPP",
5002
+ "from": 16,
5003
+ "cfs": 9900
5004
+ },
5005
+ {
5006
+ "dam": "JPP",
5007
+ "from": 17,
5008
+ "cfs": 4900
5009
+ },
5010
+ {
5011
+ "dam": "JPP",
5012
+ "from": 18,
5013
+ "cfs": 1000
5014
+ },
5015
+ {
5016
+ "dam": "JPP",
5017
+ "from": 19,
5018
+ "cfs": 2000
5019
+ },
5020
+ {
5021
+ "dam": "JPP",
5022
+ "from": 20,
5023
+ "cfs": 7000
5024
+ },
5025
+ {
5026
+ "dam": "JPP",
5027
+ "from": 21,
5028
+ "cfs": 12000
5029
+ },
5030
+ {
5031
+ "dam": "JPP",
5032
+ "from": 22,
5033
+ "cfs": 14900
5034
+ }
5035
+ ],
5036
+ "mode": "plan",
5037
+ "commits": [],
5038
+ "realised_cost": null
5039
+ },
5040
+ {
5041
+ "spec": "claude-cli:claude-opus-5-5@high",
5042
+ "task_id": "cum-2025-04-03-00-24s-real",
5043
+ "tier": "real",
5044
+ "reward": 0.9244,
5045
+ "rho": 0.0248,
5046
+ "solved": false,
5047
+ "feasible": true,
5048
+ "cost": 558.33,
5049
+ "opt_cost": 554.7052,
5050
+ "lazy_cost": 700.7928,
5051
+ "rule_cost": 742.7371,
5052
+ "corps_cost": 796.3023,
5053
+ "end_reason": "submitted",
5054
+ "turns": 5,
5055
+ "seconds": 565.6,
5056
+ "checks": 3,
5057
+ "usage": {
5058
+ "input_tokens": 10,
5059
+ "cache_creation_input_tokens": 69036,
5060
+ "cache_read_input_tokens": 191288,
5061
+ "output_tokens": 62145
5062
+ },
5063
+ "plan": [
5064
+ {
5065
+ "dam": "WC",
5066
+ "from": 0,
5067
+ "cfs": 25000
5068
+ },
5069
+ {
5070
+ "dam": "WC",
5071
+ "from": 1,
5072
+ "cfs": 9000
5073
+ },
5074
+ {
5075
+ "dam": "WC",
5076
+ "from": 2,
5077
+ "cfs": 10000
5078
+ },
5079
+ {
5080
+ "dam": "WC",
5081
+ "from": 3,
5082
+ "cfs": 8800
5083
+ },
5084
+ {
5085
+ "dam": "WC",
5086
+ "from": 4,
5087
+ "cfs": 17000
5088
+ },
5089
+ {
5090
+ "dam": "WC",
5091
+ "from": 5,
5092
+ "cfs": 11900
5093
+ },
5094
+ {
5095
+ "dam": "WC",
5096
+ "from": 6,
5097
+ "cfs": 19400
5098
+ },
5099
+ {
5100
+ "dam": "WC",
5101
+ "from": 7,
5102
+ "cfs": 24200
5103
+ },
5104
+ {
5105
+ "dam": "WC",
5106
+ "from": 8,
5107
+ "cfs": 28700
5108
+ },
5109
+ {
5110
+ "dam": "WC",
5111
+ "from": 9,
5112
+ "cfs": 27300
5113
+ },
5114
+ {
5115
+ "dam": "WC",
5116
+ "from": 10,
5117
+ "cfs": 28000
5118
+ },
5119
+ {
5120
+ "dam": "WC",
5121
+ "from": 11,
5122
+ "cfs": 22800
5123
+ },
5124
+ {
5125
+ "dam": "WC",
5126
+ "from": 12,
5127
+ "cfs": 22200
5128
+ },
5129
+ {
5130
+ "dam": "WC",
5131
+ "from": 13,
5132
+ "cfs": 17800
5133
+ },
5134
+ {
5135
+ "dam": "WC",
5136
+ "from": 14,
5137
+ "cfs": 24400
5138
+ },
5139
+ {
5140
+ "dam": "WC",
5141
+ "from": 15,
5142
+ "cfs": 27900
5143
+ },
5144
+ {
5145
+ "dam": "WC",
5146
+ "from": 16,
5147
+ "cfs": 31000
5148
+ },
5149
+ {
5150
+ "dam": "WC",
5151
+ "from": 17,
5152
+ "cfs": 30500
5153
+ },
5154
+ {
5155
+ "dam": "WC",
5156
+ "from": 18,
5157
+ "cfs": 27200
5158
+ },
5159
+ {
5160
+ "dam": "WC",
5161
+ "from": 19,
5162
+ "cfs": 32100
5163
+ },
5164
+ {
5165
+ "dam": "WC",
5166
+ "from": 20,
5167
+ "cfs": 30600
5168
+ },
5169
+ {
5170
+ "dam": "WC",
5171
+ "from": 21,
5172
+ "cfs": 30900
5173
+ },
5174
+ {
5175
+ "dam": "WC",
5176
+ "from": 22,
5177
+ "cfs": 30100
5178
+ },
5179
+ {
5180
+ "dam": "WC",
5181
+ "from": 23,
5182
+ "cfs": 48100
5183
+ },
5184
+ {
5185
+ "dam": "DH",
5186
+ "from": 0,
5187
+ "cfs": 7500
5188
+ },
5189
+ {
5190
+ "dam": "DH",
5191
+ "from": 1,
5192
+ "cfs": 10100
5193
+ },
5194
+ {
5195
+ "dam": "DH",
5196
+ "from": 3,
5197
+ "cfs": 6100
5198
+ },
5199
+ {
5200
+ "dam": "DH",
5201
+ "from": 4,
5202
+ "cfs": 10100
5203
+ },
5204
+ {
5205
+ "dam": "DH",
5206
+ "from": 7,
5207
+ "cfs": 5600
5208
+ },
5209
+ {
5210
+ "dam": "DH",
5211
+ "from": 8,
5212
+ "cfs": 1100
5213
+ },
5214
+ {
5215
+ "dam": "DH",
5216
+ "from": 9,
5217
+ "cfs": 0
5218
+ },
5219
+ {
5220
+ "dam": "DH",
5221
+ "from": 16,
5222
+ "cfs": 4000
5223
+ },
5224
+ {
5225
+ "dam": "DH",
5226
+ "from": 18,
5227
+ "cfs": 8500
5228
+ },
5229
+ {
5230
+ "dam": "DH",
5231
+ "from": 19,
5232
+ "cfs": 10100
5233
+ },
5234
+ {
5235
+ "dam": "DH",
5236
+ "from": 23,
5237
+ "cfs": 8100
5238
+ },
5239
+ {
5240
+ "dam": "CH",
5241
+ "from": 0,
5242
+ "cfs": 12500
5243
+ },
5244
+ {
5245
+ "dam": "CH",
5246
+ "from": 6,
5247
+ "cfs": 11000
5248
+ },
5249
+ {
5250
+ "dam": "CH",
5251
+ "from": 7,
5252
+ "cfs": 5000
5253
+ },
5254
+ {
5255
+ "dam": "CH",
5256
+ "from": 8,
5257
+ "cfs": 0
5258
+ },
5259
+ {
5260
+ "dam": "CH",
5261
+ "from": 19,
5262
+ "cfs": 5300
5263
+ },
5264
+ {
5265
+ "dam": "CH",
5266
+ "from": 20,
5267
+ "cfs": 15300
5268
+ },
5269
+ {
5270
+ "dam": "CH",
5271
+ "from": 21,
5272
+ "cfs": 25300
5273
+ },
5274
+ {
5275
+ "dam": "JPP",
5276
+ "from": 0,
5277
+ "cfs": 9700
5278
+ },
5279
+ {
5280
+ "dam": "JPP",
5281
+ "from": 1,
5282
+ "cfs": 14700
5283
+ },
5284
+ {
5285
+ "dam": "JPP",
5286
+ "from": 2,
5287
+ "cfs": 14900
5288
+ },
5289
+ {
5290
+ "dam": "JPP",
5291
+ "from": 8,
5292
+ "cfs": 10000
5293
+ },
5294
+ {
5295
+ "dam": "JPP",
5296
+ "from": 9,
5297
+ "cfs": 5000
5298
+ },
5299
+ {
5300
+ "dam": "JPP",
5301
+ "from": 10,
5302
+ "cfs": 0
5303
+ },
5304
+ {
5305
+ "dam": "JPP",
5306
+ "from": 18,
5307
+ "cfs": 5000
5308
+ },
5309
+ {
5310
+ "dam": "JPP",
5311
+ "from": 19,
5312
+ "cfs": 10000
5313
+ },
5314
+ {
5315
+ "dam": "JPP",
5316
+ "from": 20,
5317
+ "cfs": 14900
5318
+ },
5319
+ {
5320
+ "dam": "JPP",
5321
+ "from": 23,
5322
+ "cfs": 12000
5323
+ }
5324
+ ],
5325
+ "mode": "plan",
5326
+ "commits": [],
5327
+ "realised_cost": null
5328
+ },
5329
+ {
5330
+ "spec": "claude-cli:claude-opus-5-5@high",
5331
+ "task_id": "cum-2025-04-03-00-24s-storm-x1.5",
5332
+ "tier": "storm",
5333
+ "reward": 0.9656,
5334
+ "rho": 0.011,
5335
+ "solved": true,
5336
+ "feasible": true,
5337
+ "cost": 1539.76,
5338
+ "opt_cost": 1525.7456,
5339
+ "lazy_cost": 2800.8188,
5340
+ "rule_cost": 2029.248,
5341
+ "corps_cost": null,
5342
+ "end_reason": "submitted",
5343
+ "turns": 5,
5344
+ "seconds": 715.2,
5345
+ "checks": 3,
5346
+ "usage": {
5347
+ "input_tokens": 10,
5348
+ "cache_creation_input_tokens": 88506,
5349
+ "cache_read_input_tokens": 228148,
5350
+ "output_tokens": 81428
5351
+ },
5352
+ "plan": [
5353
+ {
5354
+ "dam": "WC",
5355
+ "from": 0,
5356
+ "cfs": 26000
5357
+ },
5358
+ {
5359
+ "dam": "WC",
5360
+ "from": 1,
5361
+ "cfs": 8000
5362
+ },
5363
+ {
5364
+ "dam": "WC",
5365
+ "from": 2,
5366
+ "cfs": 3900
5367
+ },
5368
+ {
5369
+ "dam": "WC",
5370
+ "from": 3,
5371
+ "cfs": 12100
5372
+ },
5373
+ {
5374
+ "dam": "WC",
5375
+ "from": 4,
5376
+ "cfs": 13000
5377
+ },
5378
+ {
5379
+ "dam": "WC",
5380
+ "from": 5,
5381
+ "cfs": 14000
5382
+ },
5383
+ {
5384
+ "dam": "WC",
5385
+ "from": 6,
5386
+ "cfs": 13500
5387
+ },
5388
+ {
5389
+ "dam": "WC",
5390
+ "from": 7,
5391
+ "cfs": 23800
5392
+ },
5393
+ {
5394
+ "dam": "WC",
5395
+ "from": 8,
5396
+ "cfs": 22000
5397
+ },
5398
+ {
5399
+ "dam": "WC",
5400
+ "from": 9,
5401
+ "cfs": 17550
5402
+ },
5403
+ {
5404
+ "dam": "WC",
5405
+ "from": 10,
5406
+ "cfs": 19150
5407
+ },
5408
+ {
5409
+ "dam": "WC",
5410
+ "from": 11,
5411
+ "cfs": 26550
5412
+ },
5413
+ {
5414
+ "dam": "WC",
5415
+ "from": 12,
5416
+ "cfs": 26050
5417
+ },
5418
+ {
5419
+ "dam": "WC",
5420
+ "from": 13,
5421
+ "cfs": 17900
5422
+ },
5423
+ {
5424
+ "dam": "WC",
5425
+ "from": 14,
5426
+ "cfs": 32500
5427
+ },
5428
+ {
5429
+ "dam": "WC",
5430
+ "from": 15,
5431
+ "cfs": 32000
5432
+ },
5433
+ {
5434
+ "dam": "WC",
5435
+ "from": 16,
5436
+ "cfs": 40000
5437
+ },
5438
+ {
5439
+ "dam": "WC",
5440
+ "from": 17,
5441
+ "cfs": 36000
5442
+ },
5443
+ {
5444
+ "dam": "WC",
5445
+ "from": 18,
5446
+ "cfs": 35000
5447
+ },
5448
+ {
5449
+ "dam": "WC",
5450
+ "from": 19,
5451
+ "cfs": 36400
5452
+ },
5453
+ {
5454
+ "dam": "WC",
5455
+ "from": 20,
5456
+ "cfs": 38000
5457
+ },
5458
+ {
5459
+ "dam": "WC",
5460
+ "from": 21,
5461
+ "cfs": 37000
5462
+ },
5463
+ {
5464
+ "dam": "WC",
5465
+ "from": 22,
5466
+ "cfs": 37500
5467
+ },
5468
+ {
5469
+ "dam": "WC",
5470
+ "from": 23,
5471
+ "cfs": 36400
5472
+ },
5473
+ {
5474
+ "dam": "DH",
5475
+ "from": 0,
5476
+ "cfs": 7500
5477
+ },
5478
+ {
5479
+ "dam": "DH",
5480
+ "from": 1,
5481
+ "cfs": 4500
5482
+ },
5483
+ {
5484
+ "dam": "DH",
5485
+ "from": 2,
5486
+ "cfs": 0
5487
+ },
5488
+ {
5489
+ "dam": "DH",
5490
+ "from": 4,
5491
+ "cfs": 4500
5492
+ },
5493
+ {
5494
+ "dam": "DH",
5495
+ "from": 5,
5496
+ "cfs": 9000
5497
+ },
5498
+ {
5499
+ "dam": "DH",
5500
+ "from": 6,
5501
+ "cfs": 4500
5502
+ },
5503
+ {
5504
+ "dam": "DH",
5505
+ "from": 7,
5506
+ "cfs": 0
5507
+ },
5508
+ {
5509
+ "dam": "DH",
5510
+ "from": 19,
5511
+ "cfs": 4500
5512
+ },
5513
+ {
5514
+ "dam": "DH",
5515
+ "from": 20,
5516
+ "cfs": 9000
5517
+ },
5518
+ {
5519
+ "dam": "DH",
5520
+ "from": 21,
5521
+ "cfs": 10100
5522
+ },
5523
+ {
5524
+ "dam": "CH",
5525
+ "from": 0,
5526
+ "cfs": 13600
5527
+ },
5528
+ {
5529
+ "dam": "CH",
5530
+ "from": 1,
5531
+ "cfs": 3600
5532
+ },
5533
+ {
5534
+ "dam": "CH",
5535
+ "from": 2,
5536
+ "cfs": 13600
5537
+ },
5538
+ {
5539
+ "dam": "CH",
5540
+ "from": 3,
5541
+ "cfs": 23600
5542
+ },
5543
+ {
5544
+ "dam": "CH",
5545
+ "from": 4,
5546
+ "cfs": 24100
5547
+ },
5548
+ {
5549
+ "dam": "CH",
5550
+ "from": 5,
5551
+ "cfs": 14100
5552
+ },
5553
+ {
5554
+ "dam": "CH",
5555
+ "from": 6,
5556
+ "cfs": 4100
5557
+ },
5558
+ {
5559
+ "dam": "CH",
5560
+ "from": 7,
5561
+ "cfs": 0
5562
+ },
5563
+ {
5564
+ "dam": "CH",
5565
+ "from": 14,
5566
+ "cfs": 5000
5567
+ },
5568
+ {
5569
+ "dam": "CH",
5570
+ "from": 15,
5571
+ "cfs": 0
5572
+ },
5573
+ {
5574
+ "dam": "CH",
5575
+ "from": 17,
5576
+ "cfs": 6800
5577
+ },
5578
+ {
5579
+ "dam": "CH",
5580
+ "from": 18,
5581
+ "cfs": 5300
5582
+ },
5583
+ {
5584
+ "dam": "CH",
5585
+ "from": 19,
5586
+ "cfs": 5900
5587
+ },
5588
+ {
5589
+ "dam": "CH",
5590
+ "from": 20,
5591
+ "cfs": 15900
5592
+ },
5593
+ {
5594
+ "dam": "CH",
5595
+ "from": 21,
5596
+ "cfs": 25300
5597
+ },
5598
+ {
5599
+ "dam": "JPP",
5600
+ "from": 0,
5601
+ "cfs": 9700
5602
+ },
5603
+ {
5604
+ "dam": "JPP",
5605
+ "from": 1,
5606
+ "cfs": 14700
5607
+ },
5608
+ {
5609
+ "dam": "JPP",
5610
+ "from": 2,
5611
+ "cfs": 14900
5612
+ },
5613
+ {
5614
+ "dam": "JPP",
5615
+ "from": 4,
5616
+ "cfs": 9900
5617
+ },
5618
+ {
5619
+ "dam": "JPP",
5620
+ "from": 5,
5621
+ "cfs": 14900
5622
+ },
5623
+ {
5624
+ "dam": "JPP",
5625
+ "from": 8,
5626
+ "cfs": 9900
5627
+ },
5628
+ {
5629
+ "dam": "JPP",
5630
+ "from": 9,
5631
+ "cfs": 4900
5632
+ },
5633
+ {
5634
+ "dam": "JPP",
5635
+ "from": 10,
5636
+ "cfs": 0
5637
+ },
5638
+ {
5639
+ "dam": "JPP",
5640
+ "from": 17,
5641
+ "cfs": 5000
5642
+ },
5643
+ {
5644
+ "dam": "JPP",
5645
+ "from": 18,
5646
+ "cfs": 2700
5647
+ },
5648
+ {
5649
+ "dam": "JPP",
5650
+ "from": 19,
5651
+ "cfs": 5000
5652
+ },
5653
+ {
5654
+ "dam": "JPP",
5655
+ "from": 20,
5656
+ "cfs": 10000
5657
+ },
5658
+ {
5659
+ "dam": "JPP",
5660
+ "from": 21,
5661
+ "cfs": 14900
5662
+ },
5663
+ {
5664
+ "dam": "JPP",
5665
+ "from": 22,
5666
+ "cfs": 11000
5667
+ },
5668
+ {
5669
+ "dam": "JPP",
5670
+ "from": 23,
5671
+ "cfs": 14900
5672
+ }
5673
+ ],
5674
+ "mode": "plan",
5675
+ "commits": [],
5676
+ "realised_cost": null
5677
+ },
5678
+ {
5679
+ "spec": "claude-cli:claude-opus-5-5@high",
5680
+ "task_id": "cum-2025-04-04-00-24s-full-f0.5",
5681
+ "tier": "full",
5682
+ "reward": 0.9902,
5683
+ "rho": 0.0031,
5684
+ "solved": true,
5685
+ "feasible": true,
5686
+ "cost": 3785.254,
5687
+ "opt_cost": 3782.0722,
5688
+ "lazy_cost": 4815.0036,
5689
+ "rule_cost": 5531.1082,
5690
+ "corps_cost": null,
5691
+ "end_reason": "submitted",
5692
+ "turns": 4,
5693
+ "seconds": 332.9,
5694
+ "checks": 2,
5695
+ "usage": {
5696
+ "input_tokens": 8,
5697
+ "cache_creation_input_tokens": 41886,
5698
+ "cache_read_input_tokens": 75362,
5699
+ "output_tokens": 36176
5700
+ },
5701
+ "plan": [
5702
+ {
5703
+ "dam": "WC",
5704
+ "from": 0,
5705
+ "cfs": 24500
5706
+ },
5707
+ {
5708
+ "dam": "WC",
5709
+ "from": 1,
5710
+ "cfs": 19462
5711
+ },
5712
+ {
5713
+ "dam": "WC",
5714
+ "from": 2,
5715
+ "cfs": 27361
5716
+ },
5717
+ {
5718
+ "dam": "WC",
5719
+ "from": 3,
5720
+ "cfs": 32294
5721
+ },
5722
+ {
5723
+ "dam": "WC",
5724
+ "from": 4,
5725
+ "cfs": 35496
5726
+ },
5727
+ {
5728
+ "dam": "WC",
5729
+ "from": 5,
5730
+ "cfs": 36264
5731
+ },
5732
+ {
5733
+ "dam": "WC",
5734
+ "from": 6,
5735
+ "cfs": 38007
5736
+ },
5737
+ {
5738
+ "dam": "WC",
5739
+ "from": 7,
5740
+ "cfs": 34224
5741
+ },
5742
+ {
5743
+ "dam": "WC",
5744
+ "from": 8,
5745
+ "cfs": 28183
5746
+ },
5747
+ {
5748
+ "dam": "WC",
5749
+ "from": 9,
5750
+ "cfs": 28432
5751
+ },
5752
+ {
5753
+ "dam": "WC",
5754
+ "from": 10,
5755
+ "cfs": 34730
5756
+ },
5757
+ {
5758
+ "dam": "WC",
5759
+ "from": 11,
5760
+ "cfs": 34214
5761
+ },
5762
+ {
5763
+ "dam": "WC",
5764
+ "from": 12,
5765
+ "cfs": 40964
5766
+ },
5767
+ {
5768
+ "dam": "WC",
5769
+ "from": 13,
5770
+ "cfs": 37982
5771
+ },
5772
+ {
5773
+ "dam": "WC",
5774
+ "from": 14,
5775
+ "cfs": 34776
5776
+ },
5777
+ {
5778
+ "dam": "WC",
5779
+ "from": 15,
5780
+ "cfs": 39516
5781
+ },
5782
+ {
5783
+ "dam": "WC",
5784
+ "from": 16,
5785
+ "cfs": 38337
5786
+ },
5787
+ {
5788
+ "dam": "WC",
5789
+ "from": 17,
5790
+ "cfs": 37968
5791
+ },
5792
+ {
5793
+ "dam": "WC",
5794
+ "from": 18,
5795
+ "cfs": 37123
5796
+ },
5797
+ {
5798
+ "dam": "WC",
5799
+ "from": 19,
5800
+ "cfs": 38212
5801
+ },
5802
+ {
5803
+ "dam": "WC",
5804
+ "from": 20,
5805
+ "cfs": 36046
5806
+ },
5807
+ {
5808
+ "dam": "WC",
5809
+ "from": 21,
5810
+ "cfs": 40541
5811
+ },
5812
+ {
5813
+ "dam": "WC",
5814
+ "from": 22,
5815
+ "cfs": 31602
5816
+ },
5817
+ {
5818
+ "dam": "WC",
5819
+ "from": 23,
5820
+ "cfs": 49602
5821
+ },
5822
+ {
5823
+ "dam": "DH",
5824
+ "from": 0,
5825
+ "cfs": 6762
5826
+ },
5827
+ {
5828
+ "dam": "DH",
5829
+ "from": 1,
5830
+ "cfs": 10100
5831
+ },
5832
+ {
5833
+ "dam": "DH",
5834
+ "from": 3,
5835
+ "cfs": 5600
5836
+ },
5837
+ {
5838
+ "dam": "DH",
5839
+ "from": 4,
5840
+ "cfs": 5000
5841
+ },
5842
+ {
5843
+ "dam": "DH",
5844
+ "from": 16,
5845
+ "cfs": 9500
5846
+ },
5847
+ {
5848
+ "dam": "DH",
5849
+ "from": 17,
5850
+ "cfs": 10100
5851
+ },
5852
+ {
5853
+ "dam": "JPP",
5854
+ "from": 0,
5855
+ "cfs": 9900
5856
+ },
5857
+ {
5858
+ "dam": "JPP",
5859
+ "from": 1,
5860
+ "cfs": 14900
5861
+ },
5862
+ {
5863
+ "dam": "JPP",
5864
+ "from": 4,
5865
+ "cfs": 9900
5866
+ },
5867
+ {
5868
+ "dam": "JPP",
5869
+ "from": 10,
5870
+ "cfs": 9800
5871
+ },
5872
+ {
5873
+ "dam": "JPP",
5874
+ "from": 11,
5875
+ "cfs": 9900
5876
+ },
5877
+ {
5878
+ "dam": "JPP",
5879
+ "from": 12,
5880
+ "cfs": 14900
5881
+ },
5882
+ {
5883
+ "dam": "CH",
5884
+ "from": 0,
5885
+ "cfs": 22170
5886
+ },
5887
+ {
5888
+ "dam": "CH",
5889
+ "from": 1,
5890
+ "cfs": 24134
5891
+ },
5892
+ {
5893
+ "dam": "CH",
5894
+ "from": 2,
5895
+ "cfs": 19637
5896
+ },
5897
+ {
5898
+ "dam": "CH",
5899
+ "from": 3,
5900
+ "cfs": 10413
5901
+ },
5902
+ {
5903
+ "dam": "CH",
5904
+ "from": 4,
5905
+ "cfs": 8022
5906
+ },
5907
+ {
5908
+ "dam": "CH",
5909
+ "from": 5,
5910
+ "cfs": 5606
5911
+ },
5912
+ {
5913
+ "dam": "CH",
5914
+ "from": 6,
5915
+ "cfs": 1635
5916
+ },
5917
+ {
5918
+ "dam": "CH",
5919
+ "from": 7,
5920
+ "cfs": 9
5921
+ },
5922
+ {
5923
+ "dam": "CH",
5924
+ "from": 8,
5925
+ "cfs": 5566
5926
+ },
5927
+ {
5928
+ "dam": "CH",
5929
+ "from": 9,
5930
+ "cfs": 8905
5931
+ },
5932
+ {
5933
+ "dam": "CH",
5934
+ "from": 10,
5935
+ "cfs": 11049
5936
+ },
5937
+ {
5938
+ "dam": "CH",
5939
+ "from": 11,
5940
+ "cfs": 8055
5941
+ },
5942
+ {
5943
+ "dam": "CH",
5944
+ "from": 12,
5945
+ "cfs": 9833
5946
+ },
5947
+ {
5948
+ "dam": "CH",
5949
+ "from": 13,
5950
+ "cfs": 17198
5951
+ },
5952
+ {
5953
+ "dam": "CH",
5954
+ "from": 14,
5955
+ "cfs": 20752
5956
+ },
5957
+ {
5958
+ "dam": "CH",
5959
+ "from": 15,
5960
+ "cfs": 21344
5961
+ },
5962
+ {
5963
+ "dam": "CH",
5964
+ "from": 16,
5965
+ "cfs": 25300
5966
+ }
5967
+ ],
5968
+ "mode": "plan",
5969
+ "commits": [],
5970
+ "realised_cost": null
5971
+ },
5972
+ {
5973
+ "spec": "claude-cli:claude-opus-5-5@high",
5974
+ "task_id": "cum-2025-04-04-00-24s-real",
5975
+ "tier": "real",
5976
+ "reward": 0.9745,
5977
+ "rho": 0.0081,
5978
+ "solved": true,
5979
+ "feasible": true,
5980
+ "cost": 548.717,
5981
+ "opt_cost": 547.637,
5982
+ "lazy_cost": 680.8437,
5983
+ "rule_cost": 713.4064,
5984
+ "corps_cost": 740.5567,
5985
+ "end_reason": "submitted",
5986
+ "turns": 5,
5987
+ "seconds": 632.9,
5988
+ "checks": 3,
5989
+ "usage": {
5990
+ "input_tokens": 10,
5991
+ "cache_creation_input_tokens": 74643,
5992
+ "cache_read_input_tokens": 195799,
5993
+ "output_tokens": 67710
5994
+ },
5995
+ "plan": [
5996
+ {
5997
+ "dam": "WC",
5998
+ "from": 0,
5999
+ "cfs": 16695
6000
+ },
6001
+ {
6002
+ "dam": "WC",
6003
+ "from": 1,
6004
+ "cfs": 12568
6005
+ },
6006
+ {
6007
+ "dam": "WC",
6008
+ "from": 2,
6009
+ "cfs": 18637
6010
+ },
6011
+ {
6012
+ "dam": "WC",
6013
+ "from": 3,
6014
+ "cfs": 24215
6015
+ },
6016
+ {
6017
+ "dam": "WC",
6018
+ "from": 4,
6019
+ "cfs": 27382
6020
+ },
6021
+ {
6022
+ "dam": "WC",
6023
+ "from": 5,
6024
+ "cfs": 29992
6025
+ },
6026
+ {
6027
+ "dam": "WC",
6028
+ "from": 6,
6029
+ "cfs": 28051
6030
+ },
6031
+ {
6032
+ "dam": "WC",
6033
+ "from": 7,
6034
+ "cfs": 22844
6035
+ },
6036
+ {
6037
+ "dam": "WC",
6038
+ "from": 8,
6039
+ "cfs": 19902
6040
+ },
6041
+ {
6042
+ "dam": "WC",
6043
+ "from": 9,
6044
+ "cfs": 22493
6045
+ },
6046
+ {
6047
+ "dam": "WC",
6048
+ "from": 10,
6049
+ "cfs": 21095
6050
+ },
6051
+ {
6052
+ "dam": "WC",
6053
+ "from": 11,
6054
+ "cfs": 26709
6055
+ },
6056
+ {
6057
+ "dam": "WC",
6058
+ "from": 12,
6059
+ "cfs": 33473
6060
+ },
6061
+ {
6062
+ "dam": "WC",
6063
+ "from": 13,
6064
+ "cfs": 30465
6065
+ },
6066
+ {
6067
+ "dam": "WC",
6068
+ "from": 14,
6069
+ "cfs": 27308
6070
+ },
6071
+ {
6072
+ "dam": "WC",
6073
+ "from": 15,
6074
+ "cfs": 31952
6075
+ },
6076
+ {
6077
+ "dam": "WC",
6078
+ "from": 16,
6079
+ "cfs": 30965
6080
+ },
6081
+ {
6082
+ "dam": "WC",
6083
+ "from": 17,
6084
+ "cfs": 30212
6085
+ },
6086
+ {
6087
+ "dam": "WC",
6088
+ "from": 18,
6089
+ "cfs": 30135
6090
+ },
6091
+ {
6092
+ "dam": "WC",
6093
+ "from": 19,
6094
+ "cfs": 29687
6095
+ },
6096
+ {
6097
+ "dam": "WC",
6098
+ "from": 20,
6099
+ "cfs": 30596
6100
+ },
6101
+ {
6102
+ "dam": "WC",
6103
+ "from": 21,
6104
+ "cfs": 28941
6105
+ },
6106
+ {
6107
+ "dam": "WC",
6108
+ "from": 22,
6109
+ "cfs": 32300
6110
+ },
6111
+ {
6112
+ "dam": "WC",
6113
+ "from": 23,
6114
+ "cfs": 48000
6115
+ },
6116
+ {
6117
+ "dam": "DH",
6118
+ "from": 0,
6119
+ "cfs": 4000
6120
+ },
6121
+ {
6122
+ "dam": "DH",
6123
+ "from": 1,
6124
+ "cfs": 1450
6125
+ },
6126
+ {
6127
+ "dam": "DH",
6128
+ "from": 2,
6129
+ "cfs": 5600
6130
+ },
6131
+ {
6132
+ "dam": "DH",
6133
+ "from": 3,
6134
+ "cfs": 5000
6135
+ },
6136
+ {
6137
+ "dam": "DH",
6138
+ "from": 4,
6139
+ "cfs": 500
6140
+ },
6141
+ {
6142
+ "dam": "DH",
6143
+ "from": 5,
6144
+ "cfs": 0
6145
+ },
6146
+ {
6147
+ "dam": "DH",
6148
+ "from": 7,
6149
+ "cfs": 2000
6150
+ },
6151
+ {
6152
+ "dam": "DH",
6153
+ "from": 8,
6154
+ "cfs": 0
6155
+ },
6156
+ {
6157
+ "dam": "DH",
6158
+ "from": 11,
6159
+ "cfs": 2300
6160
+ },
6161
+ {
6162
+ "dam": "DH",
6163
+ "from": 12,
6164
+ "cfs": 4500
6165
+ },
6166
+ {
6167
+ "dam": "DH",
6168
+ "from": 13,
6169
+ "cfs": 9000
6170
+ },
6171
+ {
6172
+ "dam": "DH",
6173
+ "from": 14,
6174
+ "cfs": 10100
6175
+ },
6176
+ {
6177
+ "dam": "JPP",
6178
+ "from": 0,
6179
+ "cfs": 9900
6180
+ },
6181
+ {
6182
+ "dam": "JPP",
6183
+ "from": 1,
6184
+ "cfs": 14900
6185
+ },
6186
+ {
6187
+ "dam": "JPP",
6188
+ "from": 12,
6189
+ "cfs": 11000
6190
+ },
6191
+ {
6192
+ "dam": "JPP",
6193
+ "from": 13,
6194
+ "cfs": 6063
6195
+ },
6196
+ {
6197
+ "dam": "JPP",
6198
+ "from": 14,
6199
+ "cfs": 4100
6200
+ },
6201
+ {
6202
+ "dam": "JPP",
6203
+ "from": 15,
6204
+ "cfs": 0
6205
+ },
6206
+ {
6207
+ "dam": "CH",
6208
+ "from": 0,
6209
+ "cfs": 6025
6210
+ },
6211
+ {
6212
+ "dam": "CH",
6213
+ "from": 4,
6214
+ "cfs": 5600
6215
+ },
6216
+ {
6217
+ "dam": "CH",
6218
+ "from": 16,
6219
+ "cfs": 4664
6220
+ },
6221
+ {
6222
+ "dam": "CH",
6223
+ "from": 17,
6224
+ "cfs": 10669
6225
+ },
6226
+ {
6227
+ "dam": "CH",
6228
+ "from": 18,
6229
+ "cfs": 11778
6230
+ },
6231
+ {
6232
+ "dam": "CH",
6233
+ "from": 19,
6234
+ "cfs": 13300
6235
+ },
6236
+ {
6237
+ "dam": "CH",
6238
+ "from": 20,
6239
+ "cfs": 14350
6240
+ },
6241
+ {
6242
+ "dam": "CH",
6243
+ "from": 21,
6244
+ "cfs": 13415
6245
+ },
6246
+ {
6247
+ "dam": "CH",
6248
+ "from": 22,
6249
+ "cfs": 17818
6250
+ },
6251
+ {
6252
+ "dam": "CH",
6253
+ "from": 23,
6254
+ "cfs": 24586
6255
+ }
6256
+ ],
6257
+ "mode": "plan",
6258
+ "commits": [],
6259
+ "realised_cost": null
6260
+ },
6261
+ {
6262
+ "spec": "claude-cli:claude-opus-5-5@high",
6263
+ "task_id": "cum-2025-04-04-00-24s-storm-x1.5",
6264
+ "tier": "storm",
6265
+ "reward": 0.992,
6266
+ "rho": 0.0025,
6267
+ "solved": true,
6268
+ "feasible": true,
6269
+ "cost": 1387.843,
6270
+ "opt_cost": 1384.6203,
6271
+ "lazy_cost": 2660.8184,
6272
+ "rule_cost": 1846.8398,
6273
+ "corps_cost": null,
6274
+ "end_reason": "submitted",
6275
+ "turns": 5,
6276
+ "seconds": 641.3,
6277
+ "checks": 3,
6278
+ "usage": {
6279
+ "input_tokens": 10,
6280
+ "cache_creation_input_tokens": 76462,
6281
+ "cache_read_input_tokens": 205591,
6282
+ "output_tokens": 69445
6283
+ },
6284
+ "plan": [
6285
+ {
6286
+ "dam": "WC",
6287
+ "from": 0,
6288
+ "cfs": 5292
6289
+ },
6290
+ {
6291
+ "dam": "WC",
6292
+ "from": 1,
6293
+ "cfs": 14750
6294
+ },
6295
+ {
6296
+ "dam": "WC",
6297
+ "from": 2,
6298
+ "cfs": 13100
6299
+ },
6300
+ {
6301
+ "dam": "WC",
6302
+ "from": 3,
6303
+ "cfs": 24350
6304
+ },
6305
+ {
6306
+ "dam": "WC",
6307
+ "from": 4,
6308
+ "cfs": 21800
6309
+ },
6310
+ {
6311
+ "dam": "WC",
6312
+ "from": 5,
6313
+ "cfs": 17700
6314
+ },
6315
+ {
6316
+ "dam": "WC",
6317
+ "from": 6,
6318
+ "cfs": 19100
6319
+ },
6320
+ {
6321
+ "dam": "WC",
6322
+ "from": 7,
6323
+ "cfs": 26600
6324
+ },
6325
+ {
6326
+ "dam": "WC",
6327
+ "from": 8,
6328
+ "cfs": 23250
6329
+ },
6330
+ {
6331
+ "dam": "WC",
6332
+ "from": 9,
6333
+ "cfs": 23900
6334
+ },
6335
+ {
6336
+ "dam": "WC",
6337
+ "from": 10,
6338
+ "cfs": 32800
6339
+ },
6340
+ {
6341
+ "dam": "WC",
6342
+ "from": 11,
6343
+ "cfs": 33150
6344
+ },
6345
+ {
6346
+ "dam": "WC",
6347
+ "from": 12,
6348
+ "cfs": 41000
6349
+ },
6350
+ {
6351
+ "dam": "WC",
6352
+ "from": 13,
6353
+ "cfs": 37850
6354
+ },
6355
+ {
6356
+ "dam": "WC",
6357
+ "from": 14,
6358
+ "cfs": 33650
6359
+ },
6360
+ {
6361
+ "dam": "WC",
6362
+ "from": 15,
6363
+ "cfs": 39500
6364
+ },
6365
+ {
6366
+ "dam": "WC",
6367
+ "from": 16,
6368
+ "cfs": 38300
6369
+ },
6370
+ {
6371
+ "dam": "WC",
6372
+ "from": 17,
6373
+ "cfs": 37950
6374
+ },
6375
+ {
6376
+ "dam": "WC",
6377
+ "from": 18,
6378
+ "cfs": 36950
6379
+ },
6380
+ {
6381
+ "dam": "WC",
6382
+ "from": 19,
6383
+ "cfs": 38000
6384
+ },
6385
+ {
6386
+ "dam": "WC",
6387
+ "from": 20,
6388
+ "cfs": 35900
6389
+ },
6390
+ {
6391
+ "dam": "WC",
6392
+ "from": 21,
6393
+ "cfs": 40400
6394
+ },
6395
+ {
6396
+ "dam": "WC",
6397
+ "from": 22,
6398
+ "cfs": 31500
6399
+ },
6400
+ {
6401
+ "dam": "WC",
6402
+ "from": 23,
6403
+ "cfs": 49450
6404
+ },
6405
+ {
6406
+ "dam": "DH",
6407
+ "from": 0,
6408
+ "cfs": 0
6409
+ },
6410
+ {
6411
+ "dam": "DH",
6412
+ "from": 2,
6413
+ "cfs": 4500
6414
+ },
6415
+ {
6416
+ "dam": "DH",
6417
+ "from": 3,
6418
+ "cfs": 0
6419
+ },
6420
+ {
6421
+ "dam": "DH",
6422
+ "from": 18,
6423
+ "cfs": 4500
6424
+ },
6425
+ {
6426
+ "dam": "DH",
6427
+ "from": 19,
6428
+ "cfs": 9000
6429
+ },
6430
+ {
6431
+ "dam": "DH",
6432
+ "from": 20,
6433
+ "cfs": 10100
6434
+ },
6435
+ {
6436
+ "dam": "CH",
6437
+ "from": 0,
6438
+ "cfs": 22170
6439
+ },
6440
+ {
6441
+ "dam": "CH",
6442
+ "from": 1,
6443
+ "cfs": 16170
6444
+ },
6445
+ {
6446
+ "dam": "CH",
6447
+ "from": 2,
6448
+ "cfs": 6170
6449
+ },
6450
+ {
6451
+ "dam": "CH",
6452
+ "from": 3,
6453
+ "cfs": 0
6454
+ },
6455
+ {
6456
+ "dam": "CH",
6457
+ "from": 9,
6458
+ "cfs": 1850
6459
+ },
6460
+ {
6461
+ "dam": "CH",
6462
+ "from": 10,
6463
+ "cfs": 5500
6464
+ },
6465
+ {
6466
+ "dam": "CH",
6467
+ "from": 11,
6468
+ "cfs": 1300
6469
+ },
6470
+ {
6471
+ "dam": "CH",
6472
+ "from": 12,
6473
+ "cfs": 0
6474
+ },
6475
+ {
6476
+ "dam": "CH",
6477
+ "from": 13,
6478
+ "cfs": 7200
6479
+ },
6480
+ {
6481
+ "dam": "CH",
6482
+ "from": 14,
6483
+ "cfs": 9700
6484
+ },
6485
+ {
6486
+ "dam": "CH",
6487
+ "from": 15,
6488
+ "cfs": 12900
6489
+ },
6490
+ {
6491
+ "dam": "CH",
6492
+ "from": 16,
6493
+ "cfs": 22900
6494
+ },
6495
+ {
6496
+ "dam": "CH",
6497
+ "from": 17,
6498
+ "cfs": 25300
6499
+ },
6500
+ {
6501
+ "dam": "JPP",
6502
+ "from": 0,
6503
+ "cfs": 9900
6504
+ },
6505
+ {
6506
+ "dam": "JPP",
6507
+ "from": 1,
6508
+ "cfs": 14900
6509
+ },
6510
+ {
6511
+ "dam": "JPP",
6512
+ "from": 4,
6513
+ "cfs": 9900
6514
+ },
6515
+ {
6516
+ "dam": "JPP",
6517
+ "from": 5,
6518
+ "cfs": 4900
6519
+ },
6520
+ {
6521
+ "dam": "JPP",
6522
+ "from": 6,
6523
+ "cfs": 0
6524
+ },
6525
+ {
6526
+ "dam": "JPP",
6527
+ "from": 15,
6528
+ "cfs": 5000
6529
+ },
6530
+ {
6531
+ "dam": "JPP",
6532
+ "from": 16,
6533
+ "cfs": 10000
6534
+ },
6535
+ {
6536
+ "dam": "JPP",
6537
+ "from": 17,
6538
+ "cfs": 14900
6539
+ }
6540
+ ],
6541
+ "mode": "plan",
6542
+ "commits": [],
6543
+ "realised_cost": null
6544
+ }
6545
+ ]
6546
+ }
runs/2026-10-31-beam-live-24/board.md ADDED
@@ -0,0 +1,5 @@
 
 
 
 
 
 
1
+ # 2026-10-31-beam-live-24
2
+
3
+ | model | n | mean reward (95% CI) | real | storm | full | feasible | solved | beat rule | median rho | no submit | out tokens/ep |
4
+ |---|---:|---|---:|---:|---:|---:|---:|---:|---:|---:|---:|
5
+ | hf:reflection/Beam-1.0-501B-A23B:baseten | 24 | **0.236** (0.217-0.261) | 0.226 | 0.263 | 0.219 | 24 | 0 | 5 | 1.040 | 0 | 34,662 |
runs/2026-10-31-beam-live-24/index.json ADDED
@@ -0,0 +1,2859 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "run": "2026-10-31-beam-live-24",
3
+ "episodes": [
4
+ {
5
+ "spec": "hf:reflection/Beam-1.0-501B-A23B:baseten",
6
+ "task_id": "cum-2025-02-13-00-24s-full-f0.5",
7
+ "tier": "full",
8
+ "reward": 0.2045,
9
+ "rho": 1.2961,
10
+ "solved": false,
11
+ "feasible": true,
12
+ "cost": 20399.203,
13
+ "opt_cost": 9753.6071,
14
+ "lazy_cost": 19679.9947,
15
+ "rule_cost": 12623.6712,
16
+ "corps_cost": null,
17
+ "end_reason": "submitted",
18
+ "turns": 16,
19
+ "seconds": 206.1,
20
+ "checks": 10,
21
+ "usage": {
22
+ "input_tokens": 120155,
23
+ "cache_creation_input_tokens": 0,
24
+ "cache_read_input_tokens": 386176,
25
+ "output_tokens": 20950
26
+ },
27
+ "plan": null,
28
+ "mode": "live",
29
+ "commits": [
30
+ {
31
+ "WC": 32000.0,
32
+ "DH": 5500.0,
33
+ "CH": 12000.0,
34
+ "JPP": 6500.0
35
+ },
36
+ {
37
+ "WC": 32000.0,
38
+ "DH": 5500.0,
39
+ "CH": 12000.0,
40
+ "JPP": 6500.0
41
+ },
42
+ {
43
+ "WC": [
44
+ 50000.0,
45
+ 55000.0,
46
+ 55000.0,
47
+ 55000.0
48
+ ],
49
+ "DH": [
50
+ 10000.0,
51
+ 10100.0,
52
+ 10100.0,
53
+ 10100.0
54
+ ],
55
+ "CH": 20000.0,
56
+ "JPP": [
57
+ 10000.0,
58
+ 14900.0,
59
+ 14900.0,
60
+ 14900.0
61
+ ]
62
+ },
63
+ {
64
+ "WC": 59900.0,
65
+ "DH": 10100.0,
66
+ "CH": 20000.0,
67
+ "JPP": 14900.0
68
+ },
69
+ {
70
+ "WC": 59900.0,
71
+ "DH": 10100.0,
72
+ "CH": 20000.0,
73
+ "JPP": 14900.0
74
+ },
75
+ {
76
+ "WC": 59900.0,
77
+ "DH": 10100.0,
78
+ "CH": 20000.0,
79
+ "JPP": 14900.0
80
+ }
81
+ ],
82
+ "realised_cost": 20399.203
83
+ },
84
+ {
85
+ "spec": "hf:reflection/Beam-1.0-501B-A23B:baseten",
86
+ "task_id": "cum-2025-02-13-00-24s-real",
87
+ "tier": "real",
88
+ "reward": 0.2474,
89
+ "rho": 0.7064,
90
+ "solved": false,
91
+ "feasible": true,
92
+ "cost": 1768.247,
93
+ "opt_cost": 560.0351,
94
+ "lazy_cost": 900.4755,
95
+ "rule_cost": 739.9147,
96
+ "corps_cost": 836.8922,
97
+ "end_reason": "submitted",
98
+ "turns": 16,
99
+ "seconds": 135.6,
100
+ "checks": 10,
101
+ "usage": {
102
+ "input_tokens": 131645,
103
+ "cache_creation_input_tokens": 0,
104
+ "cache_read_input_tokens": 513216,
105
+ "output_tokens": 31158
106
+ },
107
+ "plan": null,
108
+ "mode": "live",
109
+ "commits": [
110
+ {
111
+ "WC": [
112
+ 37000,
113
+ 37000,
114
+ 19320,
115
+ 19320
116
+ ],
117
+ "DH": [
118
+ 7000,
119
+ 7000,
120
+ 3445,
121
+ 3445
122
+ ],
123
+ "CH": [
124
+ 15000,
125
+ 15000,
126
+ 7718,
127
+ 7718
128
+ ],
129
+ "JPP": [
130
+ 7000,
131
+ 7000,
132
+ 4900,
133
+ 4900
134
+ ]
135
+ },
136
+ {
137
+ "WC": 37000,
138
+ "DH": 7900,
139
+ "CH": 12000,
140
+ "JPP": 7000
141
+ },
142
+ {
143
+ "WC": 19320,
144
+ "DH": 3445,
145
+ "CH": 7718,
146
+ "JPP": 4900
147
+ },
148
+ {
149
+ "WC": 37000,
150
+ "DH": 7900,
151
+ "CH": 12000,
152
+ "JPP": 4900
153
+ },
154
+ {
155
+ "WC": 37000,
156
+ "DH": 3445,
157
+ "CH": 12000,
158
+ "JPP": 0
159
+ },
160
+ {
161
+ "WC": 37000,
162
+ "DH": 3445,
163
+ "CH": 12000,
164
+ "JPP": [
165
+ 5000,
166
+ 10000,
167
+ 10000,
168
+ 10000
169
+ ]
170
+ }
171
+ ],
172
+ "realised_cost": 1768.247
173
+ },
174
+ {
175
+ "spec": "hf:reflection/Beam-1.0-501B-A23B:baseten",
176
+ "task_id": "cum-2025-02-13-00-24s-storm-x1.5",
177
+ "tier": "storm",
178
+ "reward": 0.205,
179
+ "rho": 1.2676,
180
+ "solved": false,
181
+ "feasible": true,
182
+ "cost": 4397.308,
183
+ "opt_cost": 2874.271,
184
+ "lazy_cost": 6843.3369,
185
+ "rule_cost": 3675.1063,
186
+ "corps_cost": null,
187
+ "end_reason": "submitted",
188
+ "turns": 16,
189
+ "seconds": 125.5,
190
+ "checks": 10,
191
+ "usage": {
192
+ "input_tokens": 134315,
193
+ "cache_creation_input_tokens": 0,
194
+ "cache_read_input_tokens": 480640,
195
+ "output_tokens": 35253
196
+ },
197
+ "plan": null,
198
+ "mode": "live",
199
+ "commits": [
200
+ {
201
+ "WC": 6500,
202
+ "DH": 0,
203
+ "CH": 0,
204
+ "JPP": 0
205
+ },
206
+ {
207
+ "WC": 6500,
208
+ "DH": 0,
209
+ "CH": 0,
210
+ "JPP": 0
211
+ },
212
+ {
213
+ "WC": 6500,
214
+ "DH": 0,
215
+ "CH": 0,
216
+ "JPP": 0
217
+ },
218
+ {
219
+ "WC": 6500,
220
+ "DH": 0,
221
+ "CH": 0,
222
+ "JPP": 5000
223
+ },
224
+ {
225
+ "WC": 6500,
226
+ "DH": 0,
227
+ "CH": 0,
228
+ "JPP": 5000
229
+ },
230
+ {
231
+ "WC": 0,
232
+ "DH": 0,
233
+ "CH": 0,
234
+ "JPP": 0
235
+ }
236
+ ],
237
+ "realised_cost": 4397.308
238
+ },
239
+ {
240
+ "spec": "hf:reflection/Beam-1.0-501B-A23B:baseten",
241
+ "task_id": "cum-2025-02-14-00-24s-full-f0.5",
242
+ "tier": "full",
243
+ "reward": 0.2513,
244
+ "rho": 0.6866,
245
+ "solved": false,
246
+ "feasible": true,
247
+ "cost": 12524.838,
248
+ "opt_cost": 9268.5621,
249
+ "lazy_cost": 19084.7472,
250
+ "rule_cost": 11966.1665,
251
+ "corps_cost": null,
252
+ "end_reason": "submitted",
253
+ "turns": 16,
254
+ "seconds": 75.8,
255
+ "checks": 10,
256
+ "usage": {
257
+ "input_tokens": 114852,
258
+ "cache_creation_input_tokens": 0,
259
+ "cache_read_input_tokens": 438784,
260
+ "output_tokens": 30669
261
+ },
262
+ "plan": null,
263
+ "mode": "live",
264
+ "commits": [
265
+ {
266
+ "WC": [
267
+ 26540,
268
+ 44540,
269
+ 59900,
270
+ 59900
271
+ ],
272
+ "DH": 3403,
273
+ "CH": 7502,
274
+ "JPP": 4900
275
+ },
276
+ {
277
+ "WC": [
278
+ 59900,
279
+ 59900,
280
+ 59900,
281
+ 41900
282
+ ],
283
+ "DH": 3403,
284
+ "CH": 7502,
285
+ "JPP": 4900
286
+ },
287
+ {
288
+ "WC": [
289
+ 23900,
290
+ 30000,
291
+ 30000,
292
+ 30000
293
+ ],
294
+ "DH": 3403,
295
+ "CH": 7502,
296
+ "JPP": 4900
297
+ },
298
+ {
299
+ "WC": [
300
+ 30000,
301
+ 30000,
302
+ 30000,
303
+ 40000
304
+ ],
305
+ "DH": 3403,
306
+ "CH": 7502,
307
+ "JPP": 4900
308
+ },
309
+ {
310
+ "WC": [
311
+ 58000,
312
+ 59900,
313
+ 59900,
314
+ 59900
315
+ ],
316
+ "DH": 3403,
317
+ "CH": 7502,
318
+ "JPP": 4900
319
+ },
320
+ {
321
+ "WC": [
322
+ 41900,
323
+ 40000,
324
+ 40000,
325
+ 40000
326
+ ],
327
+ "DH": 3403,
328
+ "CH": 7502,
329
+ "JPP": 4900
330
+ }
331
+ ],
332
+ "realised_cost": 12524.838
333
+ },
334
+ {
335
+ "spec": "hf:reflection/Beam-1.0-501B-A23B:baseten",
336
+ "task_id": "cum-2025-02-14-00-24s-real",
337
+ "tier": "real",
338
+ "reward": 0.2807,
339
+ "rho": 0.5735,
340
+ "solved": false,
341
+ "feasible": true,
342
+ "cost": 1730.776,
343
+ "opt_cost": 628.2207,
344
+ "lazy_cost": 1030.6172,
345
+ "rule_cost": 894.601,
346
+ "corps_cost": 931.8119,
347
+ "end_reason": "submitted",
348
+ "turns": 16,
349
+ "seconds": 123.8,
350
+ "checks": 10,
351
+ "usage": {
352
+ "input_tokens": 90643,
353
+ "cache_creation_input_tokens": 0,
354
+ "cache_read_input_tokens": 556800,
355
+ "output_tokens": 40884
356
+ },
357
+ "plan": null,
358
+ "mode": "live",
359
+ "commits": [
360
+ {
361
+ "WC": [
362
+ 26540,
363
+ 25000,
364
+ 25000,
365
+ 25000
366
+ ],
367
+ "DH": [
368
+ 7903,
369
+ 6000,
370
+ 6000,
371
+ 6000
372
+ ],
373
+ "CH": [
374
+ 17502,
375
+ 15000,
376
+ 15000,
377
+ 15000
378
+ ],
379
+ "JPP": [
380
+ 9900,
381
+ 8000,
382
+ 8000,
383
+ 8000
384
+ ]
385
+ },
386
+ {
387
+ "WC": [
388
+ 25000,
389
+ 12000,
390
+ 12000,
391
+ 12000
392
+ ],
393
+ "DH": [
394
+ 6000,
395
+ 6000,
396
+ 3000,
397
+ 3000
398
+ ],
399
+ "CH": [
400
+ 15000,
401
+ 10000,
402
+ 10000,
403
+ 10000
404
+ ],
405
+ "JPP": [
406
+ 8000,
407
+ 8000,
408
+ 8000,
409
+ 4000
410
+ ]
411
+ },
412
+ {
413
+ "WC": [
414
+ 0,
415
+ 0,
416
+ 0,
417
+ 0
418
+ ],
419
+ "DH": [
420
+ 3000,
421
+ 3000,
422
+ 3000,
423
+ 3000
424
+ ],
425
+ "CH": [
426
+ 5000,
427
+ 5000,
428
+ 5000,
429
+ 5000
430
+ ],
431
+ "JPP": [
432
+ 4000,
433
+ 4000,
434
+ 4000,
435
+ 4000
436
+ ]
437
+ },
438
+ {
439
+ "WC": [
440
+ 18000,
441
+ 36000,
442
+ 54000,
443
+ 59900
444
+ ],
445
+ "DH": [
446
+ 6000,
447
+ 9000,
448
+ 10100,
449
+ 10100
450
+ ],
451
+ "CH": [
452
+ 15000,
453
+ 25000,
454
+ 25300,
455
+ 25300
456
+ ],
457
+ "JPP": [
458
+ 9000,
459
+ 14000,
460
+ 14900,
461
+ 14900
462
+ ]
463
+ },
464
+ {
465
+ "WC": [
466
+ 59900,
467
+ 59900,
468
+ 59900,
469
+ 59900
470
+ ],
471
+ "DH": [
472
+ 5600,
473
+ 1100,
474
+ 0,
475
+ 0
476
+ ],
477
+ "CH": [
478
+ 15300,
479
+ 5300,
480
+ 0,
481
+ 0
482
+ ],
483
+ "JPP": [
484
+ 9900,
485
+ 4900,
486
+ 0,
487
+ 0
488
+ ]
489
+ },
490
+ {
491
+ "WC": [
492
+ 59900,
493
+ 59900,
494
+ 59900,
495
+ 59900
496
+ ],
497
+ "DH": [
498
+ 0,
499
+ 0,
500
+ 0,
501
+ 0
502
+ ],
503
+ "CH": [
504
+ 0,
505
+ 0,
506
+ 0,
507
+ 0
508
+ ],
509
+ "JPP": [
510
+ 5000,
511
+ 10000,
512
+ 14900,
513
+ 14900
514
+ ]
515
+ }
516
+ ],
517
+ "realised_cost": 1730.776
518
+ },
519
+ {
520
+ "spec": "hf:reflection/Beam-1.0-501B-A23B:baseten",
521
+ "task_id": "cum-2025-02-14-00-24s-storm-x1.5",
522
+ "tier": "storm",
523
+ "reward": 0.221,
524
+ "rho": 0.9101,
525
+ "solved": false,
526
+ "feasible": true,
527
+ "cost": 3662.539,
528
+ "opt_cost": 2719.121,
529
+ "lazy_cost": 5105.7215,
530
+ "rule_cost": 3439.7099,
531
+ "corps_cost": null,
532
+ "end_reason": "submitted",
533
+ "turns": 16,
534
+ "seconds": 195.4,
535
+ "checks": 10,
536
+ "usage": {
537
+ "input_tokens": 132748,
538
+ "cache_creation_input_tokens": 0,
539
+ "cache_read_input_tokens": 543552,
540
+ "output_tokens": 27292
541
+ },
542
+ "plan": null,
543
+ "mode": "live",
544
+ "commits": [
545
+ {
546
+ "WC": 0,
547
+ "DH": 0,
548
+ "CH": 0,
549
+ "JPP": [
550
+ 9900,
551
+ 14900,
552
+ 14900,
553
+ 14900
554
+ ]
555
+ },
556
+ {
557
+ "WC": 0,
558
+ "DH": 0,
559
+ "CH": 0,
560
+ "JPP": [
561
+ 14900,
562
+ 9900,
563
+ 4900,
564
+ 0
565
+ ]
566
+ },
567
+ {
568
+ "WC": 0,
569
+ "DH": 0,
570
+ "CH": 0,
571
+ "JPP": 0
572
+ },
573
+ {
574
+ "WC": [
575
+ 18000,
576
+ 36000,
577
+ 54000,
578
+ 59900
579
+ ],
580
+ "DH": 0,
581
+ "CH": 0,
582
+ "JPP": 0
583
+ },
584
+ {
585
+ "WC": 59900,
586
+ "DH": 0,
587
+ "CH": 0,
588
+ "JPP": 0
589
+ },
590
+ {
591
+ "WC": 59900,
592
+ "DH": 0,
593
+ "CH": 0,
594
+ "JPP": 0
595
+ }
596
+ ],
597
+ "realised_cost": 3662.539
598
+ },
599
+ {
600
+ "spec": "hf:reflection/Beam-1.0-501B-A23B:baseten",
601
+ "task_id": "cum-2025-02-15-00-24s-full-f0.5",
602
+ "tier": "full",
603
+ "reward": 0.2006,
604
+ "rho": 1.8178,
605
+ "solved": false,
606
+ "feasible": true,
607
+ "cost": 14341.481,
608
+ "opt_cost": 8646.5705,
609
+ "lazy_cost": 17838.3621,
610
+ "rule_cost": 11140.2691,
611
+ "corps_cost": null,
612
+ "end_reason": "submitted",
613
+ "turns": 16,
614
+ "seconds": 279.6,
615
+ "checks": 10,
616
+ "usage": {
617
+ "input_tokens": 133196,
618
+ "cache_creation_input_tokens": 0,
619
+ "cache_read_input_tokens": 396096,
620
+ "output_tokens": 25171
621
+ },
622
+ "plan": null,
623
+ "mode": "live",
624
+ "commits": [
625
+ {
626
+ "WC": [
627
+ 19190,
628
+ 30000,
629
+ 40000,
630
+ 40000
631
+ ],
632
+ "DH": [
633
+ 5000,
634
+ 6000,
635
+ 6000,
636
+ 6000
637
+ ],
638
+ "CH": [
639
+ 10594,
640
+ 12000,
641
+ 12000,
642
+ 12000
643
+ ],
644
+ "JPP": [
645
+ 0,
646
+ 0,
647
+ 0,
648
+ 0
649
+ ]
650
+ },
651
+ {
652
+ "WC": [
653
+ 58000,
654
+ 59900,
655
+ 59900,
656
+ 59900
657
+ ],
658
+ "DH": [
659
+ 10100,
660
+ 10100,
661
+ 10100,
662
+ 10100
663
+ ],
664
+ "CH": [
665
+ 22000,
666
+ 25300,
667
+ 25300,
668
+ 25300
669
+ ],
670
+ "JPP": [
671
+ 0,
672
+ 0,
673
+ 0,
674
+ 0
675
+ ]
676
+ },
677
+ {
678
+ "WC": [
679
+ 59900,
680
+ 59900,
681
+ 59900,
682
+ 59900
683
+ ],
684
+ "DH": [
685
+ 5600,
686
+ 1100,
687
+ 0,
688
+ 0
689
+ ],
690
+ "CH": [
691
+ 25300,
692
+ 25300,
693
+ 25300,
694
+ 25300
695
+ ],
696
+ "JPP": [
697
+ 0,
698
+ 0,
699
+ 0,
700
+ 0
701
+ ]
702
+ },
703
+ {
704
+ "WC": [
705
+ 59900,
706
+ 59900,
707
+ 59900,
708
+ 59900
709
+ ],
710
+ "DH": [
711
+ 4500,
712
+ 9000,
713
+ 10100,
714
+ 10100
715
+ ],
716
+ "CH": [
717
+ 15300,
718
+ 15300,
719
+ 15300,
720
+ 15300
721
+ ],
722
+ "JPP": [
723
+ 5000,
724
+ 5000,
725
+ 5000,
726
+ 5000
727
+ ]
728
+ },
729
+ {
730
+ "WC": [
731
+ 59900,
732
+ 59900,
733
+ 59900,
734
+ 59900
735
+ ],
736
+ "DH": [
737
+ 10100,
738
+ 10100,
739
+ 10100,
740
+ 10100
741
+ ],
742
+ "CH": [
743
+ 15300,
744
+ 15300,
745
+ 15300,
746
+ 15300
747
+ ],
748
+ "JPP": [
749
+ 5000,
750
+ 5000,
751
+ 5000,
752
+ 5000
753
+ ]
754
+ },
755
+ {
756
+ "WC": [
757
+ 59900,
758
+ 59900,
759
+ 59900,
760
+ 59900
761
+ ],
762
+ "DH": [
763
+ 10100,
764
+ 10100,
765
+ 10100,
766
+ 10100
767
+ ],
768
+ "CH": [
769
+ 15300,
770
+ 15300,
771
+ 15300,
772
+ 15300
773
+ ],
774
+ "JPP": [
775
+ 10000,
776
+ 14900,
777
+ 14900,
778
+ 14900
779
+ ]
780
+ }
781
+ ],
782
+ "realised_cost": 14341.481
783
+ },
784
+ {
785
+ "spec": "hf:reflection/Beam-1.0-501B-A23B:baseten",
786
+ "task_id": "cum-2025-02-15-00-24s-real",
787
+ "tier": "real",
788
+ "reward": 0.2231,
789
+ "rho": 0.8863,
790
+ "solved": false,
791
+ "feasible": true,
792
+ "cost": 1570.984,
793
+ "opt_cost": 671.948,
794
+ "lazy_cost": 1331.0497,
795
+ "rule_cost": 954.9348,
796
+ "corps_cost": 973.9387,
797
+ "end_reason": "submitted",
798
+ "turns": 16,
799
+ "seconds": 372.8,
800
+ "checks": 10,
801
+ "usage": {
802
+ "input_tokens": 120628,
803
+ "cache_creation_input_tokens": 0,
804
+ "cache_read_input_tokens": 447424,
805
+ "output_tokens": 36716
806
+ },
807
+ "plan": null,
808
+ "mode": "live",
809
+ "commits": [
810
+ {
811
+ "WC": [
812
+ 19190,
813
+ 37190,
814
+ 20000,
815
+ 20000
816
+ ],
817
+ "DH": [
818
+ 6170,
819
+ 8000,
820
+ 8000,
821
+ 8000
822
+ ],
823
+ "CH": [
824
+ 10594,
825
+ 20000,
826
+ 20000,
827
+ 20000
828
+ ],
829
+ "JPP": 9000
830
+ },
831
+ {
832
+ "WC": [
833
+ 2000,
834
+ 0,
835
+ 0,
836
+ 0
837
+ ],
838
+ "DH": [
839
+ 3500,
840
+ 0,
841
+ 0,
842
+ 0
843
+ ],
844
+ "CH": [
845
+ 10000,
846
+ 0,
847
+ 0,
848
+ 0
849
+ ],
850
+ "JPP": [
851
+ 4000,
852
+ 0,
853
+ 0,
854
+ 0
855
+ ]
856
+ },
857
+ {
858
+ "WC": [
859
+ 18000,
860
+ 18000,
861
+ 18000,
862
+ 18000
863
+ ],
864
+ "DH": [
865
+ 0,
866
+ 0,
867
+ 0,
868
+ 0
869
+ ],
870
+ "CH": [
871
+ 0,
872
+ 0,
873
+ 0,
874
+ 0
875
+ ],
876
+ "JPP": [
877
+ 5000,
878
+ 5000,
879
+ 5000,
880
+ 5000
881
+ ]
882
+ },
883
+ {
884
+ "WC": [
885
+ 36000,
886
+ 40000,
887
+ 40000,
888
+ 40000
889
+ ],
890
+ "DH": [
891
+ 0,
892
+ 0,
893
+ 0,
894
+ 0
895
+ ],
896
+ "CH": [
897
+ 0,
898
+ 0,
899
+ 0,
900
+ 0
901
+ ],
902
+ "JPP": [
903
+ 5000,
904
+ 5000,
905
+ 5000,
906
+ 5000
907
+ ]
908
+ },
909
+ {
910
+ "WC": [
911
+ 58000,
912
+ 59900,
913
+ 59900,
914
+ 59900
915
+ ],
916
+ "DH": [
917
+ 0,
918
+ 0,
919
+ 0,
920
+ 0
921
+ ],
922
+ "CH": [
923
+ 10000,
924
+ 10000,
925
+ 10000,
926
+ 10000
927
+ ],
928
+ "JPP": [
929
+ 10000,
930
+ 10000,
931
+ 10000,
932
+ 10000
933
+ ]
934
+ },
935
+ {
936
+ "WC": [
937
+ 50000,
938
+ 50000,
939
+ 50000,
940
+ 50000
941
+ ],
942
+ "DH": [
943
+ 0,
944
+ 0,
945
+ 0,
946
+ 0
947
+ ],
948
+ "CH": [
949
+ 10000,
950
+ 10000,
951
+ 10000,
952
+ 10000
953
+ ],
954
+ "JPP": [
955
+ 14900,
956
+ 14900,
957
+ 14900,
958
+ 14900
959
+ ]
960
+ }
961
+ ],
962
+ "realised_cost": 1570.984
963
+ },
964
+ {
965
+ "spec": "hf:reflection/Beam-1.0-501B-A23B:baseten",
966
+ "task_id": "cum-2025-02-15-00-24s-storm-x1.5",
967
+ "tier": "storm",
968
+ "reward": 0.2363,
969
+ "rho": 0.773,
970
+ "solved": false,
971
+ "feasible": true,
972
+ "cost": 3572.253,
973
+ "opt_cost": 2793.2536,
974
+ "lazy_cost": 4344.4598,
975
+ "rule_cost": 3386.0768,
976
+ "corps_cost": null,
977
+ "end_reason": "submitted",
978
+ "turns": 16,
979
+ "seconds": 275.9,
980
+ "checks": 10,
981
+ "usage": {
982
+ "input_tokens": 111474,
983
+ "cache_creation_input_tokens": 0,
984
+ "cache_read_input_tokens": 435776,
985
+ "output_tokens": 25642
986
+ },
987
+ "plan": null,
988
+ "mode": "live",
989
+ "commits": [
990
+ {
991
+ "WC": 1190,
992
+ "DH": 1670,
993
+ "CH": 594,
994
+ "JPP": 4800
995
+ },
996
+ {
997
+ "WC": 1190,
998
+ "DH": 1670,
999
+ "CH": 594,
1000
+ "JPP": 4800
1001
+ },
1002
+ {
1003
+ "WC": [
1004
+ 1190,
1005
+ 1190,
1006
+ 19190,
1007
+ 30000
1008
+ ],
1009
+ "DH": 1670,
1010
+ "CH": 594,
1011
+ "JPP": 4800
1012
+ },
1013
+ {
1014
+ "WC": 30000,
1015
+ "DH": 1670,
1016
+ "CH": 594,
1017
+ "JPP": 4800
1018
+ },
1019
+ {
1020
+ "WC": [
1021
+ 22000,
1022
+ 22000,
1023
+ 22000,
1024
+ 15000
1025
+ ],
1026
+ "DH": 1670,
1027
+ "CH": 594,
1028
+ "JPP": 4800
1029
+ },
1030
+ {
1031
+ "WC": [
1032
+ 33000,
1033
+ 51000,
1034
+ 59900,
1035
+ 59900
1036
+ ],
1037
+ "DH": [
1038
+ 6170,
1039
+ 10100,
1040
+ 10100,
1041
+ 10100
1042
+ ],
1043
+ "CH": [
1044
+ 10594,
1045
+ 20594,
1046
+ 25300,
1047
+ 25300
1048
+ ],
1049
+ "JPP": [
1050
+ 9800,
1051
+ 14800,
1052
+ 14800,
1053
+ 14800
1054
+ ]
1055
+ }
1056
+ ],
1057
+ "realised_cost": 3572.253
1058
+ },
1059
+ {
1060
+ "spec": "hf:reflection/Beam-1.0-501B-A23B:baseten",
1061
+ "task_id": "cum-2025-02-16-00-24s-full-f0.5",
1062
+ "tier": "full",
1063
+ "reward": 0.219,
1064
+ "rho": 0.9347,
1065
+ "solved": false,
1066
+ "feasible": true,
1067
+ "cost": 7565.431,
1068
+ "opt_cost": 6235.1373,
1069
+ "lazy_cost": 10643.2363,
1070
+ "rule_cost": 8629.9358,
1071
+ "corps_cost": null,
1072
+ "end_reason": "submitted",
1073
+ "turns": 16,
1074
+ "seconds": 293.8,
1075
+ "checks": 10,
1076
+ "usage": {
1077
+ "input_tokens": 119661,
1078
+ "cache_creation_input_tokens": 0,
1079
+ "cache_read_input_tokens": 448256,
1080
+ "output_tokens": 25688
1081
+ },
1082
+ "plan": null,
1083
+ "mode": "live",
1084
+ "commits": [
1085
+ {
1086
+ "WC": [
1087
+ 18608,
1088
+ 34000,
1089
+ 34000,
1090
+ 34000
1091
+ ],
1092
+ "DH": [
1093
+ 5072,
1094
+ 6700,
1095
+ 6700,
1096
+ 6700
1097
+ ],
1098
+ "CH": [
1099
+ 10000,
1100
+ 17000,
1101
+ 17000,
1102
+ 17000
1103
+ ],
1104
+ "JPP": [
1105
+ 5000,
1106
+ 10000,
1107
+ 10000,
1108
+ 10000
1109
+ ]
1110
+ },
1111
+ {
1112
+ "WC": 34000,
1113
+ "DH": 6700,
1114
+ "CH": 17000,
1115
+ "JPP": 10000
1116
+ },
1117
+ {
1118
+ "WC": 34000,
1119
+ "DH": 6700,
1120
+ "CH": 17000,
1121
+ "JPP": 10000
1122
+ },
1123
+ {
1124
+ "WC": 34000,
1125
+ "DH": 6700,
1126
+ "CH": 17000,
1127
+ "JPP": 10000
1128
+ },
1129
+ {
1130
+ "WC": 45000,
1131
+ "DH": 6700,
1132
+ "CH": 17000,
1133
+ "JPP": 10000
1134
+ },
1135
+ {
1136
+ "WC": 45000,
1137
+ "DH": 6700,
1138
+ "CH": 17000,
1139
+ "JPP": 10000
1140
+ }
1141
+ ],
1142
+ "realised_cost": 7565.431
1143
+ },
1144
+ {
1145
+ "spec": "hf:reflection/Beam-1.0-501B-A23B:baseten",
1146
+ "task_id": "cum-2025-02-16-00-24s-real",
1147
+ "tier": "real",
1148
+ "reward": 0.2043,
1149
+ "rho": 1.3057,
1150
+ "solved": false,
1151
+ "feasible": true,
1152
+ "cost": 1308.491,
1153
+ "opt_cost": 660.6018,
1154
+ "lazy_cost": 1552.4153,
1155
+ "rule_cost": 930.228,
1156
+ "corps_cost": 976.1154,
1157
+ "end_reason": "submitted",
1158
+ "turns": 16,
1159
+ "seconds": 313.3,
1160
+ "checks": 10,
1161
+ "usage": {
1162
+ "input_tokens": 123676,
1163
+ "cache_creation_input_tokens": 0,
1164
+ "cache_read_input_tokens": 478464,
1165
+ "output_tokens": 38036
1166
+ },
1167
+ "plan": null,
1168
+ "mode": "live",
1169
+ "commits": [
1170
+ {
1171
+ "WC": [
1172
+ 18000,
1173
+ 30000,
1174
+ 30000,
1175
+ 30000
1176
+ ],
1177
+ "DH": 0,
1178
+ "CH": 5000,
1179
+ "JPP": 5000
1180
+ },
1181
+ {
1182
+ "WC": 30000,
1183
+ "DH": 0,
1184
+ "CH": 5000,
1185
+ "JPP": 5000
1186
+ },
1187
+ {
1188
+ "WC": [
1189
+ 48000,
1190
+ 59900,
1191
+ 59900,
1192
+ 59900
1193
+ ],
1194
+ "DH": 0,
1195
+ "CH": 5000,
1196
+ "JPP": 5000
1197
+ },
1198
+ {
1199
+ "WC": 45000,
1200
+ "DH": 0,
1201
+ "CH": 5000,
1202
+ "JPP": 2000
1203
+ },
1204
+ {
1205
+ "WC": [
1206
+ 27000,
1207
+ 20000,
1208
+ 20000,
1209
+ 20000
1210
+ ],
1211
+ "DH": 0,
1212
+ "CH": 5000,
1213
+ "JPP": 2000
1214
+ },
1215
+ {
1216
+ "WC": [
1217
+ 38000,
1218
+ 56000,
1219
+ 59900,
1220
+ 59900
1221
+ ],
1222
+ "DH": 0,
1223
+ "CH": 5000,
1224
+ "JPP": 2000
1225
+ }
1226
+ ],
1227
+ "realised_cost": 1308.491
1228
+ },
1229
+ {
1230
+ "spec": "hf:reflection/Beam-1.0-501B-A23B:baseten",
1231
+ "task_id": "cum-2025-02-16-00-24s-storm-x1.5",
1232
+ "tier": "storm",
1233
+ "reward": 0.236,
1234
+ "rho": 0.7754,
1235
+ "solved": false,
1236
+ "feasible": true,
1237
+ "cost": 2708.937,
1238
+ "opt_cost": 2425.9007,
1239
+ "lazy_cost": 3987.141,
1240
+ "rule_cost": 2987.2826,
1241
+ "corps_cost": null,
1242
+ "end_reason": "submitted",
1243
+ "turns": 16,
1244
+ "seconds": 229.5,
1245
+ "checks": 10,
1246
+ "usage": {
1247
+ "input_tokens": 108577,
1248
+ "cache_creation_input_tokens": 0,
1249
+ "cache_read_input_tokens": 435712,
1250
+ "output_tokens": 25073
1251
+ },
1252
+ "plan": null,
1253
+ "mode": "live",
1254
+ "commits": [
1255
+ {
1256
+ "WC": 608,
1257
+ "DH": 572,
1258
+ "CH": 0,
1259
+ "JPP": 0
1260
+ },
1261
+ {
1262
+ "WC": [
1263
+ 608,
1264
+ 608,
1265
+ 608,
1266
+ 18608
1267
+ ],
1268
+ "DH": 572,
1269
+ "CH": 0,
1270
+ "JPP": 0
1271
+ },
1272
+ {
1273
+ "WC": [
1274
+ 36608,
1275
+ 40000,
1276
+ 40000,
1277
+ 40000
1278
+ ],
1279
+ "DH": 572,
1280
+ "CH": 0,
1281
+ "JPP": [
1282
+ 5000,
1283
+ 10000,
1284
+ 14900,
1285
+ 14900
1286
+ ]
1287
+ },
1288
+ {
1289
+ "WC": 40000,
1290
+ "DH": 572,
1291
+ "CH": 0,
1292
+ "JPP": 14900
1293
+ },
1294
+ {
1295
+ "WC": 40000,
1296
+ "DH": 572,
1297
+ "CH": 0,
1298
+ "JPP": 14900
1299
+ },
1300
+ {
1301
+ "WC": 45000,
1302
+ "DH": 572,
1303
+ "CH": 0,
1304
+ "JPP": 14900
1305
+ }
1306
+ ],
1307
+ "realised_cost": 2708.937
1308
+ },
1309
+ {
1310
+ "spec": "hf:reflection/Beam-1.0-501B-A23B:baseten",
1311
+ "task_id": "cum-2025-04-01-00-24s-full-f0.5",
1312
+ "tier": "full",
1313
+ "reward": 0.2082,
1314
+ "rho": 1.1443,
1315
+ "solved": false,
1316
+ "feasible": true,
1317
+ "cost": 8016.141,
1318
+ "opt_cost": 3570.3487,
1319
+ "lazy_cost": 4403.5674,
1320
+ "rule_cost": 4913.6607,
1321
+ "corps_cost": null,
1322
+ "end_reason": "submitted",
1323
+ "turns": 16,
1324
+ "seconds": 341.9,
1325
+ "checks": 10,
1326
+ "usage": {
1327
+ "input_tokens": 152944,
1328
+ "cache_creation_input_tokens": 0,
1329
+ "cache_read_input_tokens": 475584,
1330
+ "output_tokens": 41004
1331
+ },
1332
+ "plan": null,
1333
+ "mode": "live",
1334
+ "commits": [
1335
+ {
1336
+ "WC": 40000,
1337
+ "DH": [
1338
+ 8000,
1339
+ 10000,
1340
+ 10000,
1341
+ 10000
1342
+ ],
1343
+ "CH": [
1344
+ 22000,
1345
+ 25000,
1346
+ 25000,
1347
+ 25000
1348
+ ],
1349
+ "JPP": [
1350
+ 9700,
1351
+ 12000,
1352
+ 12000,
1353
+ 12000
1354
+ ]
1355
+ },
1356
+ {
1357
+ "WC": 40000,
1358
+ "DH": 10100,
1359
+ "CH": 22000,
1360
+ "JPP": 12000
1361
+ },
1362
+ {
1363
+ "WC": [
1364
+ 40000,
1365
+ 40000,
1366
+ 30000,
1367
+ 30000
1368
+ ],
1369
+ "DH": 10100,
1370
+ "CH": 22000,
1371
+ "JPP": 12000
1372
+ },
1373
+ {
1374
+ "WC": [
1375
+ 48000,
1376
+ 59900,
1377
+ 59900,
1378
+ 59900
1379
+ ],
1380
+ "DH": 10100,
1381
+ "CH": 22000,
1382
+ "JPP": 12000
1383
+ },
1384
+ {
1385
+ "WC": 59900,
1386
+ "DH": [
1387
+ 5600,
1388
+ 5000,
1389
+ 5000,
1390
+ 5000
1391
+ ],
1392
+ "CH": 22000,
1393
+ "JPP": [
1394
+ 7000,
1395
+ 2000,
1396
+ 2000,
1397
+ 2000
1398
+ ]
1399
+ },
1400
+ {
1401
+ "WC": 59900,
1402
+ "DH": [
1403
+ 9500,
1404
+ 10100,
1405
+ 10100,
1406
+ 10100
1407
+ ],
1408
+ "CH": 22000,
1409
+ "JPP": [
1410
+ 0,
1411
+ 0,
1412
+ 5000,
1413
+ 10000
1414
+ ]
1415
+ }
1416
+ ],
1417
+ "realised_cost": 8016.141
1418
+ },
1419
+ {
1420
+ "spec": "hf:reflection/Beam-1.0-501B-A23B:baseten",
1421
+ "task_id": "cum-2025-04-01-00-24s-real",
1422
+ "tier": "real",
1423
+ "reward": 0.201,
1424
+ "rho": 1.6821,
1425
+ "solved": false,
1426
+ "feasible": true,
1427
+ "cost": 2947.021,
1428
+ "opt_cost": 373.6743,
1429
+ "lazy_cost": 553.0832,
1430
+ "rule_cost": 558.3402,
1431
+ "corps_cost": 600.9341,
1432
+ "end_reason": "submitted",
1433
+ "turns": 16,
1434
+ "seconds": 442.0,
1435
+ "checks": 10,
1436
+ "usage": {
1437
+ "input_tokens": 132472,
1438
+ "cache_creation_input_tokens": 0,
1439
+ "cache_read_input_tokens": 506752,
1440
+ "output_tokens": 41666
1441
+ },
1442
+ "plan": null,
1443
+ "mode": "live",
1444
+ "commits": [
1445
+ {
1446
+ "CH": [
1447
+ 2264,
1448
+ 2000,
1449
+ 2000,
1450
+ 2000
1451
+ ]
1452
+ },
1453
+ {
1454
+ "WC": [
1455
+ 35000,
1456
+ 35000,
1457
+ 24000,
1458
+ 24000
1459
+ ],
1460
+ "DH": [
1461
+ 8000,
1462
+ 8000,
1463
+ 8000,
1464
+ 8000
1465
+ ],
1466
+ "CH": [
1467
+ 2000,
1468
+ 2000,
1469
+ 2000,
1470
+ 2000
1471
+ ]
1472
+ },
1473
+ {
1474
+ "WC": [
1475
+ 42000,
1476
+ 59000,
1477
+ 59000,
1478
+ 42000
1479
+ ],
1480
+ "DH": [
1481
+ 10100,
1482
+ 10100,
1483
+ 10100,
1484
+ 10100
1485
+ ],
1486
+ "JPP": [
1487
+ 8000,
1488
+ 8000,
1489
+ 8000,
1490
+ 8000
1491
+ ]
1492
+ },
1493
+ {
1494
+ "WC": [
1495
+ 42000,
1496
+ 42000,
1497
+ 42000,
1498
+ 42000
1499
+ ],
1500
+ "DH": [
1501
+ 5600,
1502
+ 5000,
1503
+ 5000,
1504
+ 5000
1505
+ ],
1506
+ "CH": [
1507
+ 2000,
1508
+ 2000,
1509
+ 2000,
1510
+ 2000
1511
+ ]
1512
+ },
1513
+ {
1514
+ "WC": [
1515
+ 59900,
1516
+ 59900,
1517
+ 59900,
1518
+ 59900
1519
+ ]
1520
+ },
1521
+ {
1522
+ "WC": [
1523
+ 59900,
1524
+ 59900,
1525
+ 59900,
1526
+ 59900
1527
+ ],
1528
+ "DH": [
1529
+ 5000,
1530
+ 5000,
1531
+ 5000,
1532
+ 5000
1533
+ ],
1534
+ "CH": [
1535
+ 2000,
1536
+ 2000,
1537
+ 2000,
1538
+ 2000
1539
+ ],
1540
+ "JPP": [
1541
+ 8000,
1542
+ 8000,
1543
+ 8000,
1544
+ 8000
1545
+ ]
1546
+ }
1547
+ ],
1548
+ "realised_cost": 2947.021
1549
+ },
1550
+ {
1551
+ "spec": "hf:reflection/Beam-1.0-501B-A23B:baseten",
1552
+ "task_id": "cum-2025-04-01-00-24s-storm-x1.5",
1553
+ "tier": "storm",
1554
+ "reward": 0.4345,
1555
+ "rho": 0.3068,
1556
+ "solved": false,
1557
+ "feasible": true,
1558
+ "cost": 1629.012,
1559
+ "opt_cost": 1021.8207,
1560
+ "lazy_cost": 2373.3728,
1561
+ "rule_cost": 1392.0341,
1562
+ "corps_cost": null,
1563
+ "end_reason": "submitted",
1564
+ "turns": 16,
1565
+ "seconds": 376.9,
1566
+ "checks": 10,
1567
+ "usage": {
1568
+ "input_tokens": 91170,
1569
+ "cache_creation_input_tokens": 0,
1570
+ "cache_read_input_tokens": 557952,
1571
+ "output_tokens": 34195
1572
+ },
1573
+ "plan": null,
1574
+ "mode": "live",
1575
+ "commits": [
1576
+ {
1577
+ "WC": [
1578
+ 41230,
1579
+ 40000,
1580
+ 40000,
1581
+ 40000
1582
+ ],
1583
+ "DH": [
1584
+ 8125,
1585
+ 10100,
1586
+ 10100,
1587
+ 10100
1588
+ ],
1589
+ "CH": [
1590
+ 22264,
1591
+ 25300,
1592
+ 25300,
1593
+ 25300
1594
+ ],
1595
+ "JPP": [
1596
+ 9700,
1597
+ 14700,
1598
+ 14700,
1599
+ 14700
1600
+ ]
1601
+ },
1602
+ {
1603
+ "WC": [
1604
+ 40000,
1605
+ 40000,
1606
+ 40000,
1607
+ 40000
1608
+ ],
1609
+ "DH": [
1610
+ 10100,
1611
+ 10100,
1612
+ 10100,
1613
+ 10100
1614
+ ],
1615
+ "CH": [
1616
+ 25300,
1617
+ 25300,
1618
+ 25300,
1619
+ 25300
1620
+ ],
1621
+ "JPP": [
1622
+ 14700,
1623
+ 14700,
1624
+ 14700,
1625
+ 14700
1626
+ ]
1627
+ },
1628
+ {
1629
+ "WC": [
1630
+ 22000,
1631
+ 4000,
1632
+ 0,
1633
+ 0
1634
+ ],
1635
+ "DH": [
1636
+ 5600,
1637
+ 1100,
1638
+ 0,
1639
+ 0
1640
+ ],
1641
+ "CH": [
1642
+ 15300,
1643
+ 5300,
1644
+ 0,
1645
+ 0
1646
+ ],
1647
+ "JPP": [
1648
+ 9700,
1649
+ 4700,
1650
+ 0,
1651
+ 0
1652
+ ]
1653
+ },
1654
+ {
1655
+ "WC": [
1656
+ 0,
1657
+ 0,
1658
+ 0,
1659
+ 0
1660
+ ],
1661
+ "DH": [
1662
+ 0,
1663
+ 0,
1664
+ 0,
1665
+ 0
1666
+ ],
1667
+ "CH": [
1668
+ 0,
1669
+ 0,
1670
+ 0,
1671
+ 0
1672
+ ],
1673
+ "JPP": [
1674
+ 0,
1675
+ 0,
1676
+ 0,
1677
+ 0
1678
+ ]
1679
+ },
1680
+ {
1681
+ "WC": [
1682
+ 0,
1683
+ 0,
1684
+ 0,
1685
+ 0
1686
+ ],
1687
+ "DH": [
1688
+ 0,
1689
+ 0,
1690
+ 0,
1691
+ 0
1692
+ ],
1693
+ "CH": [
1694
+ 0,
1695
+ 0,
1696
+ 0,
1697
+ 0
1698
+ ],
1699
+ "JPP": [
1700
+ 0,
1701
+ 0,
1702
+ 0,
1703
+ 0
1704
+ ]
1705
+ },
1706
+ {
1707
+ "WC": [
1708
+ 18000,
1709
+ 36000,
1710
+ 54000,
1711
+ 59900
1712
+ ],
1713
+ "DH": [
1714
+ 4500,
1715
+ 9000,
1716
+ 10100,
1717
+ 10100
1718
+ ],
1719
+ "CH": [
1720
+ 0,
1721
+ 0,
1722
+ 0,
1723
+ 0
1724
+ ],
1725
+ "JPP": [
1726
+ 5000,
1727
+ 10000,
1728
+ 14900,
1729
+ 14900
1730
+ ]
1731
+ }
1732
+ ],
1733
+ "realised_cost": 1629.012
1734
+ },
1735
+ {
1736
+ "spec": "hf:reflection/Beam-1.0-501B-A23B:baseten",
1737
+ "task_id": "cum-2025-04-02-00-24s-full-f0.5",
1738
+ "tier": "full",
1739
+ "reward": 0.2688,
1740
+ "rho": 0.6135,
1741
+ "solved": false,
1742
+ "feasible": true,
1743
+ "cost": 4857.644,
1744
+ "opt_cost": 4138.9244,
1745
+ "lazy_cost": 5406.0046,
1746
+ "rule_cost": 5745.8198,
1747
+ "corps_cost": null,
1748
+ "end_reason": "submitted",
1749
+ "turns": 16,
1750
+ "seconds": 280.0,
1751
+ "checks": 10,
1752
+ "usage": {
1753
+ "input_tokens": 114075,
1754
+ "cache_creation_input_tokens": 0,
1755
+ "cache_read_input_tokens": 425856,
1756
+ "output_tokens": 28625
1757
+ },
1758
+ "plan": null,
1759
+ "mode": "live",
1760
+ "commits": [
1761
+ {
1762
+ "WC": 40000,
1763
+ "DH": 8000,
1764
+ "CH": 5000,
1765
+ "JPP": 4000
1766
+ },
1767
+ {
1768
+ "WC": 32000,
1769
+ "DH": 6000,
1770
+ "CH": 5000,
1771
+ "JPP": 4000
1772
+ },
1773
+ {
1774
+ "WC": 24000,
1775
+ "DH": 4000,
1776
+ "CH": 6000,
1777
+ "JPP": 3000
1778
+ },
1779
+ {
1780
+ "WC": 24000,
1781
+ "DH": 4000,
1782
+ "CH": 6000,
1783
+ "JPP": 3000
1784
+ },
1785
+ {
1786
+ "WC": 32000,
1787
+ "DH": 6000,
1788
+ "CH": 14000,
1789
+ "JPP": 8000
1790
+ },
1791
+ {
1792
+ "WC": 50000,
1793
+ "DH": 10000,
1794
+ "CH": [
1795
+ 24000,
1796
+ 25300,
1797
+ 25300,
1798
+ 25300
1799
+ ],
1800
+ "JPP": 8000
1801
+ }
1802
+ ],
1803
+ "realised_cost": 4857.644
1804
+ },
1805
+ {
1806
+ "spec": "hf:reflection/Beam-1.0-501B-A23B:baseten",
1807
+ "task_id": "cum-2025-04-02-00-24s-real",
1808
+ "tier": "real",
1809
+ "reward": 0.2504,
1810
+ "rho": 0.6912,
1811
+ "solved": false,
1812
+ "feasible": true,
1813
+ "cost": 1200.98,
1814
+ "opt_cost": 513.6906,
1815
+ "lazy_cost": 661.8857,
1816
+ "rule_cost": 690.74,
1817
+ "corps_cost": 757.7959,
1818
+ "end_reason": "submitted",
1819
+ "turns": 16,
1820
+ "seconds": 404.5,
1821
+ "checks": 10,
1822
+ "usage": {
1823
+ "input_tokens": 143004,
1824
+ "cache_creation_input_tokens": 0,
1825
+ "cache_read_input_tokens": 546560,
1826
+ "output_tokens": 69139
1827
+ },
1828
+ "plan": null,
1829
+ "mode": "live",
1830
+ "commits": [
1831
+ {
1832
+ "WC": [
1833
+ 40000,
1834
+ 40000,
1835
+ 40000,
1836
+ 22000
1837
+ ],
1838
+ "DH": [
1839
+ 8125,
1840
+ 10100,
1841
+ 5600,
1842
+ 1100
1843
+ ],
1844
+ "CH": [
1845
+ 15261,
1846
+ 25261,
1847
+ 15261,
1848
+ 5261
1849
+ ],
1850
+ "JPP": [
1851
+ 7350,
1852
+ 12350,
1853
+ 14900,
1854
+ 9900
1855
+ ]
1856
+ },
1857
+ {
1858
+ "WC": [
1859
+ 30000,
1860
+ 14700,
1861
+ 9000,
1862
+ 27000
1863
+ ],
1864
+ "DH": [
1865
+ 5600,
1866
+ 10100,
1867
+ 10100,
1868
+ 10100
1869
+ ],
1870
+ "CH": [
1871
+ 15261,
1872
+ 25261,
1873
+ 25261,
1874
+ 25261
1875
+ ],
1876
+ "JPP": [
1877
+ 14900,
1878
+ 14900,
1879
+ 14900,
1880
+ 14900
1881
+ ]
1882
+ },
1883
+ {
1884
+ "WC": [
1885
+ 40000,
1886
+ 34500,
1887
+ 39500,
1888
+ 57500
1889
+ ],
1890
+ "DH": [
1891
+ 5600,
1892
+ 1100,
1893
+ 0,
1894
+ 0
1895
+ ],
1896
+ "CH": [
1897
+ 15261,
1898
+ 5261,
1899
+ 0,
1900
+ 0
1901
+ ],
1902
+ "JPP": [
1903
+ 9900,
1904
+ 4900,
1905
+ 0,
1906
+ 0
1907
+ ]
1908
+ },
1909
+ {
1910
+ "WC": [
1911
+ 39500,
1912
+ 57500,
1913
+ 39500,
1914
+ 29900
1915
+ ],
1916
+ "DH": [
1917
+ 0,
1918
+ 0,
1919
+ 0,
1920
+ 0
1921
+ ],
1922
+ "CH": [
1923
+ 0,
1924
+ 0,
1925
+ 0,
1926
+ 0
1927
+ ],
1928
+ "JPP": [
1929
+ 0,
1930
+ 0,
1931
+ 0,
1932
+ 0
1933
+ ]
1934
+ },
1935
+ {
1936
+ "WC": [
1937
+ 25700,
1938
+ 30500,
1939
+ 30300,
1940
+ 48300
1941
+ ],
1942
+ "DH": [
1943
+ 0,
1944
+ 0,
1945
+ 4500,
1946
+ 9000
1947
+ ],
1948
+ "CH": [
1949
+ 10000,
1950
+ 20000,
1951
+ 23400,
1952
+ 23400
1953
+ ],
1954
+ "JPP": [
1955
+ 0,
1956
+ 0,
1957
+ 0,
1958
+ 5000
1959
+ ]
1960
+ },
1961
+ {
1962
+ "WC": [
1963
+ 30300,
1964
+ 46000,
1965
+ 28000,
1966
+ 46000
1967
+ ],
1968
+ "DH": [
1969
+ 10100,
1970
+ 10100,
1971
+ 10100,
1972
+ 10100
1973
+ ],
1974
+ "CH": [
1975
+ 13400,
1976
+ 3400,
1977
+ 0,
1978
+ 0
1979
+ ],
1980
+ "JPP": [
1981
+ 10000,
1982
+ 14900,
1983
+ 14900,
1984
+ 14900
1985
+ ]
1986
+ }
1987
+ ],
1988
+ "realised_cost": 1200.98
1989
+ },
1990
+ {
1991
+ "spec": "hf:reflection/Beam-1.0-501B-A23B:baseten",
1992
+ "task_id": "cum-2025-04-02-00-24s-storm-x1.5",
1993
+ "tier": "storm",
1994
+ "reward": 0.2067,
1995
+ "rho": 1.1944,
1996
+ "solved": false,
1997
+ "feasible": true,
1998
+ "cost": 5495.055,
1999
+ "opt_cost": 1394.273,
2000
+ "lazy_cost": 2208.3292,
2001
+ "rule_cost": 1898.6035,
2002
+ "corps_cost": null,
2003
+ "end_reason": "submitted",
2004
+ "turns": 17,
2005
+ "seconds": 470.7,
2006
+ "checks": 10,
2007
+ "usage": {
2008
+ "input_tokens": 171154,
2009
+ "cache_creation_input_tokens": 0,
2010
+ "cache_read_input_tokens": 830848,
2011
+ "output_tokens": 56898
2012
+ },
2013
+ "plan": null,
2014
+ "mode": "live",
2015
+ "commits": [
2016
+ {
2017
+ "WC": [
2018
+ 30000,
2019
+ 30000,
2020
+ 25000,
2021
+ 20000
2022
+ ],
2023
+ "DH": [
2024
+ 6000,
2025
+ 6000,
2026
+ 4000,
2027
+ 3000
2028
+ ],
2029
+ "CH": [
2030
+ 12000,
2031
+ 14000,
2032
+ 10000,
2033
+ 6000
2034
+ ],
2035
+ "JPP": [
2036
+ 6000,
2037
+ 7000,
2038
+ 5000,
2039
+ 3000
2040
+ ]
2041
+ },
2042
+ {
2043
+ "WC": [
2044
+ 15000,
2045
+ 15000,
2046
+ 12000,
2047
+ 12000
2048
+ ],
2049
+ "DH": [
2050
+ 2500,
2051
+ 2000,
2052
+ 2000,
2053
+ 2000
2054
+ ],
2055
+ "CH": [
2056
+ 6000,
2057
+ 5000,
2058
+ 4000,
2059
+ 4000
2060
+ ],
2061
+ "JPP": [
2062
+ 2500,
2063
+ 2000,
2064
+ 1500,
2065
+ 1500
2066
+ ]
2067
+ },
2068
+ {
2069
+ "WC": [
2070
+ 18000,
2071
+ 24000,
2072
+ 30000,
2073
+ 30000
2074
+ ],
2075
+ "DH": [
2076
+ 4000,
2077
+ 5000,
2078
+ 6000,
2079
+ 6000
2080
+ ],
2081
+ "CH": [
2082
+ 6000,
2083
+ 8000,
2084
+ 8000,
2085
+ 6000
2086
+ ],
2087
+ "JPP": [
2088
+ 4000,
2089
+ 5000,
2090
+ 6000,
2091
+ 5000
2092
+ ]
2093
+ },
2094
+ {
2095
+ "WC": [
2096
+ 35000,
2097
+ 40000,
2098
+ 45000,
2099
+ 50000
2100
+ ],
2101
+ "DH": [
2102
+ 6000,
2103
+ 7000,
2104
+ 8000,
2105
+ 8000
2106
+ ],
2107
+ "CH": [
2108
+ 6000,
2109
+ 7000,
2110
+ 8000,
2111
+ 8000
2112
+ ],
2113
+ "JPP": [
2114
+ 5000,
2115
+ 6000,
2116
+ 6000,
2117
+ 5000
2118
+ ]
2119
+ },
2120
+ {
2121
+ "WC": [
2122
+ 40000,
2123
+ 40000,
2124
+ 58000,
2125
+ 59900
2126
+ ],
2127
+ "DH": [
2128
+ 3500,
2129
+ 3000,
2130
+ 2000,
2131
+ 4000
2132
+ ],
2133
+ "CH": [
2134
+ 4000,
2135
+ 4000,
2136
+ 4000,
2137
+ 4000
2138
+ ],
2139
+ "JPP": [
2140
+ 3000,
2141
+ 2000,
2142
+ 2000,
2143
+ 2000
2144
+ ]
2145
+ },
2146
+ {
2147
+ "WC": [
2148
+ 59900,
2149
+ 59900,
2150
+ 59900,
2151
+ 59900
2152
+ ],
2153
+ "DH": [
2154
+ 5000,
2155
+ 5000,
2156
+ 6000,
2157
+ 8000
2158
+ ],
2159
+ "CH": [
2160
+ 14000,
2161
+ 20000,
2162
+ 25300,
2163
+ 25300
2164
+ ],
2165
+ "JPP": [
2166
+ 5000,
2167
+ 9000,
2168
+ 12000,
2169
+ 14900
2170
+ ]
2171
+ }
2172
+ ],
2173
+ "realised_cost": 5495.055
2174
+ },
2175
+ {
2176
+ "spec": "hf:reflection/Beam-1.0-501B-A23B:baseten",
2177
+ "task_id": "cum-2025-04-03-00-24s-full-f0.5",
2178
+ "tier": "full",
2179
+ "reward": 0.2018,
2180
+ "rho": 1.5258,
2181
+ "solved": false,
2182
+ "feasible": true,
2183
+ "cost": 7071.115,
2184
+ "opt_cost": 4329.6552,
2185
+ "lazy_cost": 5325.6166,
2186
+ "rule_cost": 6272.3496,
2187
+ "corps_cost": null,
2188
+ "end_reason": "submitted",
2189
+ "turns": 16,
2190
+ "seconds": 443.2,
2191
+ "checks": 10,
2192
+ "usage": {
2193
+ "input_tokens": 96600,
2194
+ "cache_creation_input_tokens": 0,
2195
+ "cache_read_input_tokens": 450624,
2196
+ "output_tokens": 23737
2197
+ },
2198
+ "plan": null,
2199
+ "mode": "live",
2200
+ "commits": [
2201
+ {
2202
+ "WC": 25000,
2203
+ "DH": 4000,
2204
+ "CH": 12000,
2205
+ "JPP": 5000
2206
+ },
2207
+ {
2208
+ "WC": 30000,
2209
+ "DH": 5000,
2210
+ "CH": 15000,
2211
+ "JPP": 7000
2212
+ },
2213
+ {
2214
+ "WC": 45000,
2215
+ "DH": 3000,
2216
+ "CH": 12000,
2217
+ "JPP": 4000
2218
+ },
2219
+ {
2220
+ "WC": [
2221
+ 59900,
2222
+ 59900,
2223
+ 59900,
2224
+ 59900
2225
+ ],
2226
+ "DH": [
2227
+ 6000,
2228
+ 8000,
2229
+ 10100,
2230
+ 10100
2231
+ ],
2232
+ "CH": [
2233
+ 22000,
2234
+ 25300,
2235
+ 25300,
2236
+ 25300
2237
+ ],
2238
+ "JPP": [
2239
+ 5000,
2240
+ 5000,
2241
+ 6000,
2242
+ 8000
2243
+ ]
2244
+ },
2245
+ {
2246
+ "WC": 59900,
2247
+ "DH": [
2248
+ 5600,
2249
+ 4000,
2250
+ 4000,
2251
+ 4000
2252
+ ],
2253
+ "CH": 25300,
2254
+ "JPP": [
2255
+ 3000,
2256
+ 3000,
2257
+ 5000,
2258
+ 8000
2259
+ ]
2260
+ },
2261
+ {
2262
+ "WC": 59900,
2263
+ "DH": 4000,
2264
+ "CH": 25300,
2265
+ "JPP": 5000
2266
+ }
2267
+ ],
2268
+ "realised_cost": 7071.115
2269
+ },
2270
+ {
2271
+ "spec": "hf:reflection/Beam-1.0-501B-A23B:baseten",
2272
+ "task_id": "cum-2025-04-03-00-24s-real",
2273
+ "tier": "real",
2274
+ "reward": 0.2015,
2275
+ "rho": 1.5638,
2276
+ "solved": false,
2277
+ "feasible": true,
2278
+ "cost": 805.438,
2279
+ "opt_cost": 554.7052,
2280
+ "lazy_cost": 700.7928,
2281
+ "rule_cost": 742.7371,
2282
+ "corps_cost": 796.3023,
2283
+ "end_reason": "submitted",
2284
+ "turns": 16,
2285
+ "seconds": 402.7,
2286
+ "checks": 10,
2287
+ "usage": {
2288
+ "input_tokens": 122087,
2289
+ "cache_creation_input_tokens": 0,
2290
+ "cache_read_input_tokens": 532864,
2291
+ "output_tokens": 35128
2292
+ },
2293
+ "plan": null,
2294
+ "mode": "live",
2295
+ "commits": [
2296
+ {
2297
+ "WC": 16000,
2298
+ "DH": 1800,
2299
+ "CH": 7000,
2300
+ "JPP": 3000
2301
+ },
2302
+ {
2303
+ "WC": 20000,
2304
+ "DH": 2500,
2305
+ "CH": 8500,
2306
+ "JPP": 4000
2307
+ },
2308
+ {
2309
+ "WC": 20000,
2310
+ "DH": 2500,
2311
+ "CH": 8500,
2312
+ "JPP": 4000
2313
+ },
2314
+ {
2315
+ "WC": 24000,
2316
+ "DH": 3500,
2317
+ "CH": 11000,
2318
+ "JPP": 5000
2319
+ },
2320
+ {
2321
+ "WC": 24000,
2322
+ "DH": 3500,
2323
+ "CH": 11000,
2324
+ "JPP": 5000
2325
+ },
2326
+ {
2327
+ "WC": [
2328
+ 42000,
2329
+ 59900,
2330
+ 59900,
2331
+ 59900
2332
+ ],
2333
+ "DH": [
2334
+ 8000,
2335
+ 10100,
2336
+ 10100,
2337
+ 10100
2338
+ ],
2339
+ "CH": [
2340
+ 1000,
2341
+ 0,
2342
+ 0,
2343
+ 0
2344
+ ],
2345
+ "JPP": [
2346
+ 10000,
2347
+ 14900,
2348
+ 14900,
2349
+ 14900
2350
+ ]
2351
+ }
2352
+ ],
2353
+ "realised_cost": 805.438
2354
+ },
2355
+ {
2356
+ "spec": "hf:reflection/Beam-1.0-501B-A23B:baseten",
2357
+ "task_id": "cum-2025-04-03-00-24s-storm-x1.5",
2358
+ "tier": "storm",
2359
+ "reward": 0.3612,
2360
+ "rho": 0.4005,
2361
+ "solved": false,
2362
+ "feasible": true,
2363
+ "cost": 1918.333,
2364
+ "opt_cost": 1525.7456,
2365
+ "lazy_cost": 2800.8188,
2366
+ "rule_cost": 2029.248,
2367
+ "corps_cost": null,
2368
+ "end_reason": "submitted",
2369
+ "turns": 16,
2370
+ "seconds": 386.9,
2371
+ "checks": 10,
2372
+ "usage": {
2373
+ "input_tokens": 135882,
2374
+ "cache_creation_input_tokens": 0,
2375
+ "cache_read_input_tokens": 537152,
2376
+ "output_tokens": 35136
2377
+ },
2378
+ "plan": null,
2379
+ "mode": "live",
2380
+ "commits": [
2381
+ {
2382
+ "WC": [
2383
+ 5140,
2384
+ 0,
2385
+ 0,
2386
+ 0
2387
+ ],
2388
+ "DH": 0,
2389
+ "CH": [
2390
+ 1068,
2391
+ 0,
2392
+ 0,
2393
+ 0
2394
+ ],
2395
+ "JPP": 0
2396
+ },
2397
+ {
2398
+ "WC": 0,
2399
+ "DH": 0,
2400
+ "CH": 0,
2401
+ "JPP": 0
2402
+ },
2403
+ {
2404
+ "WC": 0,
2405
+ "DH": 0,
2406
+ "CH": 0,
2407
+ "JPP": 0
2408
+ },
2409
+ {
2410
+ "WC": 0,
2411
+ "DH": 0,
2412
+ "CH": 0,
2413
+ "JPP": 0
2414
+ },
2415
+ {
2416
+ "WC": [
2417
+ 10000,
2418
+ 20000,
2419
+ 30000,
2420
+ 30000
2421
+ ],
2422
+ "DH": [
2423
+ 0,
2424
+ 3000,
2425
+ 6000,
2426
+ 8000
2427
+ ],
2428
+ "CH": [
2429
+ 0,
2430
+ 0,
2431
+ 0,
2432
+ 8000
2433
+ ],
2434
+ "JPP": 0
2435
+ },
2436
+ {
2437
+ "WC": 30000,
2438
+ "DH": [
2439
+ 10100,
2440
+ 10100,
2441
+ 10100,
2442
+ 10100
2443
+ ],
2444
+ "CH": [
2445
+ 18000,
2446
+ 25300,
2447
+ 25300,
2448
+ 25300
2449
+ ],
2450
+ "JPP": [
2451
+ 4000,
2452
+ 9000,
2453
+ 14000,
2454
+ 14900
2455
+ ]
2456
+ }
2457
+ ],
2458
+ "realised_cost": 1918.333
2459
+ },
2460
+ {
2461
+ "spec": "hf:reflection/Beam-1.0-501B-A23B:baseten",
2462
+ "task_id": "cum-2025-04-04-00-24s-full-f0.5",
2463
+ "tier": "full",
2464
+ "reward": 0.2004,
2465
+ "rho": 1.9285,
2466
+ "solved": false,
2467
+ "feasible": true,
2468
+ "cost": 5028.473,
2469
+ "opt_cost": 3782.0722,
2470
+ "lazy_cost": 4815.0036,
2471
+ "rule_cost": 5531.1082,
2472
+ "corps_cost": null,
2473
+ "end_reason": "submitted",
2474
+ "turns": 16,
2475
+ "seconds": 328.2,
2476
+ "checks": 10,
2477
+ "usage": {
2478
+ "input_tokens": 123908,
2479
+ "cache_creation_input_tokens": 0,
2480
+ "cache_read_input_tokens": 438464,
2481
+ "output_tokens": 31184
2482
+ },
2483
+ "plan": null,
2484
+ "mode": "live",
2485
+ "commits": [
2486
+ {
2487
+ "WC": 25000,
2488
+ "DH": 3000,
2489
+ "CH": 12000,
2490
+ "JPP": 5500
2491
+ },
2492
+ {
2493
+ "WC": 30000,
2494
+ "DH": 4000,
2495
+ "CH": 15000,
2496
+ "JPP": 6500
2497
+ },
2498
+ {
2499
+ "WC": [
2500
+ 40000,
2501
+ 45000,
2502
+ 45000,
2503
+ 40000
2504
+ ],
2505
+ "DH": 8000,
2506
+ "CH": 20000,
2507
+ "JPP": 8000
2508
+ },
2509
+ {
2510
+ "WC": 55000,
2511
+ "DH": 8000,
2512
+ "CH": 25000,
2513
+ "JPP": 10000
2514
+ },
2515
+ {
2516
+ "WC": 55000,
2517
+ "DH": 8000,
2518
+ "CH": 25000,
2519
+ "JPP": 10000
2520
+ },
2521
+ {
2522
+ "WC": 59900,
2523
+ "DH": 10100,
2524
+ "CH": 25300,
2525
+ "JPP": 14900
2526
+ }
2527
+ ],
2528
+ "realised_cost": 5028.473
2529
+ },
2530
+ {
2531
+ "spec": "hf:reflection/Beam-1.0-501B-A23B:baseten",
2532
+ "task_id": "cum-2025-04-04-00-24s-real",
2533
+ "tier": "real",
2534
+ "reward": 0.2022,
2535
+ "rho": 1.4732,
2536
+ "solved": false,
2537
+ "feasible": true,
2538
+ "cost": 2465.565,
2539
+ "opt_cost": 547.637,
2540
+ "lazy_cost": 680.8437,
2541
+ "rule_cost": 713.4064,
2542
+ "corps_cost": 740.5567,
2543
+ "end_reason": "submitted",
2544
+ "turns": 16,
2545
+ "seconds": 417.1,
2546
+ "checks": 10,
2547
+ "usage": {
2548
+ "input_tokens": 126668,
2549
+ "cache_creation_input_tokens": 0,
2550
+ "cache_read_input_tokens": 449856,
2551
+ "output_tokens": 35935
2552
+ },
2553
+ "plan": null,
2554
+ "mode": "live",
2555
+ "commits": [
2556
+ {
2557
+ "JPP": [
2558
+ 9900,
2559
+ 10000,
2560
+ 10000,
2561
+ 10000
2562
+ ]
2563
+ },
2564
+ {
2565
+ "WC": [
2566
+ 30000,
2567
+ 30000,
2568
+ 30000,
2569
+ 30000
2570
+ ],
2571
+ "JPP": [
2572
+ 10000,
2573
+ 5000,
2574
+ 4000,
2575
+ 4000
2576
+ ]
2577
+ },
2578
+ {
2579
+ "WC": [
2580
+ 48000,
2581
+ 59900,
2582
+ 59900,
2583
+ 59900
2584
+ ],
2585
+ "DH": [
2586
+ 6762,
2587
+ 10100,
2588
+ 10100,
2589
+ 10100
2590
+ ]
2591
+ },
2592
+ {
2593
+ "WC": [
2594
+ 59900,
2595
+ 59900,
2596
+ 59900,
2597
+ 59900
2598
+ ],
2599
+ "DH": [
2600
+ 5600,
2601
+ 5000,
2602
+ 5000,
2603
+ 5000
2604
+ ],
2605
+ "CH": [
2606
+ 5000,
2607
+ 5000,
2608
+ 5000,
2609
+ 5000
2610
+ ],
2611
+ "JPP": [
2612
+ 7000,
2613
+ 7000,
2614
+ 7000,
2615
+ 7000
2616
+ ]
2617
+ },
2618
+ {
2619
+ "WC": [
2620
+ 59900,
2621
+ 59900,
2622
+ 59900,
2623
+ 59900
2624
+ ],
2625
+ "DH": [
2626
+ 5000,
2627
+ 5000,
2628
+ 5000,
2629
+ 5000
2630
+ ],
2631
+ "CH": [
2632
+ 5000,
2633
+ 5000,
2634
+ 5000,
2635
+ 5000
2636
+ ],
2637
+ "JPP": [
2638
+ 7000,
2639
+ 7000,
2640
+ 7000,
2641
+ 7000
2642
+ ]
2643
+ },
2644
+ {
2645
+ "WC": [
2646
+ 59900,
2647
+ 59900,
2648
+ 59900,
2649
+ 59900
2650
+ ],
2651
+ "DH": [
2652
+ 9500,
2653
+ 10100,
2654
+ 10100,
2655
+ 10100
2656
+ ],
2657
+ "CH": [
2658
+ 12000,
2659
+ 12000,
2660
+ 12000,
2661
+ 12000
2662
+ ],
2663
+ "JPP": [
2664
+ 12000,
2665
+ 14900,
2666
+ 14900,
2667
+ 14900
2668
+ ]
2669
+ }
2670
+ ],
2671
+ "realised_cost": 2465.565
2672
+ },
2673
+ {
2674
+ "spec": "hf:reflection/Beam-1.0-501B-A23B:baseten",
2675
+ "task_id": "cum-2025-04-04-00-24s-storm-x1.5",
2676
+ "tier": "storm",
2677
+ "reward": 0.2009,
2678
+ "rho": 1.7017,
2679
+ "solved": false,
2680
+ "feasible": true,
2681
+ "cost": 4317.9,
2682
+ "opt_cost": 1384.6203,
2683
+ "lazy_cost": 2660.8184,
2684
+ "rule_cost": 1846.8398,
2685
+ "corps_cost": null,
2686
+ "end_reason": "submitted",
2687
+ "turns": 16,
2688
+ "seconds": 372.5,
2689
+ "checks": 10,
2690
+ "usage": {
2691
+ "input_tokens": 129961,
2692
+ "cache_creation_input_tokens": 0,
2693
+ "cache_read_input_tokens": 534016,
2694
+ "output_tokens": 37037
2695
+ },
2696
+ "plan": null,
2697
+ "mode": "live",
2698
+ "commits": [
2699
+ {
2700
+ "WC": [
2701
+ 41000,
2702
+ 23000,
2703
+ 15000,
2704
+ 15000
2705
+ ],
2706
+ "DH": [
2707
+ 3000,
2708
+ 3000,
2709
+ 3000,
2710
+ 3000
2711
+ ],
2712
+ "CH": [
2713
+ 5000,
2714
+ 5000,
2715
+ 5000,
2716
+ 5000
2717
+ ],
2718
+ "JPP": [
2719
+ 5000,
2720
+ 5000,
2721
+ 5000,
2722
+ 5000
2723
+ ]
2724
+ },
2725
+ {
2726
+ "WC": [
2727
+ 0,
2728
+ 0,
2729
+ 0,
2730
+ 0
2731
+ ],
2732
+ "DH": [
2733
+ 3000,
2734
+ 3000,
2735
+ 3000,
2736
+ 3000
2737
+ ],
2738
+ "CH": [
2739
+ 5000,
2740
+ 5000,
2741
+ 5000,
2742
+ 5000
2743
+ ],
2744
+ "JPP": [
2745
+ 5000,
2746
+ 5000,
2747
+ 5000,
2748
+ 5000
2749
+ ]
2750
+ },
2751
+ {
2752
+ "WC": [
2753
+ 18000,
2754
+ 36000,
2755
+ 54000,
2756
+ 59900
2757
+ ],
2758
+ "DH": [
2759
+ 3000,
2760
+ 3000,
2761
+ 3000,
2762
+ 7500
2763
+ ],
2764
+ "CH": [
2765
+ 5000,
2766
+ 5000,
2767
+ 5000,
2768
+ 5000
2769
+ ],
2770
+ "JPP": [
2771
+ 5000,
2772
+ 5000,
2773
+ 5000,
2774
+ 5000
2775
+ ]
2776
+ },
2777
+ {
2778
+ "WC": [
2779
+ 59900,
2780
+ 59900,
2781
+ 45000,
2782
+ 30000
2783
+ ],
2784
+ "DH": [
2785
+ 10100,
2786
+ 10100,
2787
+ 10100,
2788
+ 7000
2789
+ ],
2790
+ "CH": [
2791
+ 15000,
2792
+ 15000,
2793
+ 15000,
2794
+ 25000
2795
+ ],
2796
+ "JPP": [
2797
+ 9900,
2798
+ 9900,
2799
+ 14900,
2800
+ 14900
2801
+ ]
2802
+ },
2803
+ {
2804
+ "WC": [
2805
+ 15000,
2806
+ 15000,
2807
+ 15000,
2808
+ 15000
2809
+ ],
2810
+ "DH": [
2811
+ 4000,
2812
+ 1000,
2813
+ 1000,
2814
+ 1000
2815
+ ],
2816
+ "CH": [
2817
+ 25300,
2818
+ 25300,
2819
+ 25300,
2820
+ 15300
2821
+ ],
2822
+ "JPP": [
2823
+ 14900,
2824
+ 9900,
2825
+ 9900,
2826
+ 5000
2827
+ ]
2828
+ },
2829
+ {
2830
+ "WC": [
2831
+ 33000,
2832
+ 51000,
2833
+ 59900,
2834
+ 59900
2835
+ ],
2836
+ "DH": [
2837
+ 5500,
2838
+ 10000,
2839
+ 10000,
2840
+ 10000
2841
+ ],
2842
+ "CH": [
2843
+ 25300,
2844
+ 25300,
2845
+ 25300,
2846
+ 25300
2847
+ ],
2848
+ "JPP": [
2849
+ 10000,
2850
+ 14900,
2851
+ 14900,
2852
+ 14900
2853
+ ]
2854
+ }
2855
+ ],
2856
+ "realised_cost": 4317.9
2857
+ }
2858
+ ]
2859
+ }
runs/2026-10-31-opus-live-10/board.md ADDED
@@ -0,0 +1,5 @@
 
 
 
 
 
 
1
+ # 2026-10-31-opus-live-10
2
+
3
+ | model | n | mean reward (95% CI) | real | storm | full | feasible | solved | beat rule | median rho | no submit | out tokens/ep |
4
+ |---|---:|---|---:|---:|---:|---:|---:|---:|---:|---:|---:|
5
+ | claude-cli:claude-opus-5-5@high-live | 10 | **0.596** (0.497-0.675) | 0.540 | 0.629 | 0.636 | 10 | 0 | 10 | 0.162 | 0 | 37,952 |
runs/2026-10-31-opus-live-10/index.json ADDED
@@ -0,0 +1,1450 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "run": "2026-10-31-opus-live-10",
3
+ "episodes": [
4
+ {
5
+ "spec": "claude-cli:claude-opus-5-5@high-live",
6
+ "task_id": "cum-2025-02-13-00-24s-real",
7
+ "tier": "real",
8
+ "reward": 0.6125,
9
+ "rho": 0.1656,
10
+ "solved": false,
11
+ "feasible": true,
12
+ "cost": 590.309,
13
+ "opt_cost": 560.0351,
14
+ "lazy_cost": 900.4755,
15
+ "rule_cost": 739.9147,
16
+ "corps_cost": 836.8922,
17
+ "end_reason": "submitted",
18
+ "turns": 17,
19
+ "seconds": 383.4,
20
+ "checks": 10,
21
+ "usage": {
22
+ "input_tokens": 28,
23
+ "cache_creation_input_tokens": 79726,
24
+ "cache_read_input_tokens": 551841,
25
+ "output_tokens": 36067
26
+ },
27
+ "plan": null,
28
+ "mode": "live",
29
+ "commits": [
30
+ {
31
+ "WC": 33000,
32
+ "DH": 1500,
33
+ "CH": 0,
34
+ "JPP": [
35
+ 9900,
36
+ 14900,
37
+ 14900,
38
+ 14900
39
+ ]
40
+ },
41
+ {
42
+ "WC": [
43
+ 22000,
44
+ 30000,
45
+ 28000,
46
+ 16000
47
+ ],
48
+ "DH": 1500,
49
+ "CH": 0,
50
+ "JPP": 14900
51
+ },
52
+ {
53
+ "WC": 0,
54
+ "DH": 0,
55
+ "CH": 0,
56
+ "JPP": [
57
+ 14900,
58
+ 14900,
59
+ 14900,
60
+ 9900
61
+ ]
62
+ },
63
+ {
64
+ "WC": [
65
+ 0,
66
+ 6000,
67
+ 14000,
68
+ 24000
69
+ ],
70
+ "DH": 0,
71
+ "CH": 0,
72
+ "JPP": 9900
73
+ },
74
+ {
75
+ "WC": [
76
+ 15000,
77
+ 28000,
78
+ 28000,
79
+ 28000
80
+ ],
81
+ "DH": 0,
82
+ "CH": [
83
+ 0,
84
+ 5000,
85
+ 10000,
86
+ 15000
87
+ ],
88
+ "JPP": [
89
+ 8000,
90
+ 8000,
91
+ 7000,
92
+ 5000
93
+ ]
94
+ },
95
+ {
96
+ "WC": [
97
+ 37000,
98
+ 36000,
99
+ 35000,
100
+ 35000
101
+ ],
102
+ "DH": 0,
103
+ "CH": [
104
+ 10000,
105
+ 5000,
106
+ 4000,
107
+ 4000
108
+ ],
109
+ "JPP": [
110
+ 10000,
111
+ 10000,
112
+ 7000,
113
+ 12000
114
+ ]
115
+ }
116
+ ],
117
+ "realised_cost": 590.309
118
+ },
119
+ {
120
+ "spec": "claude-cli:claude-opus-5-5@high-live",
121
+ "task_id": "cum-2025-02-14-00-24s-storm-x1.5",
122
+ "tier": "storm",
123
+ "reward": 0.645,
124
+ "rho": 0.1466,
125
+ "solved": false,
126
+ "feasible": true,
127
+ "cost": 2881.278,
128
+ "opt_cost": 2719.121,
129
+ "lazy_cost": 5105.7215,
130
+ "rule_cost": 3439.7099,
131
+ "corps_cost": null,
132
+ "end_reason": "submitted",
133
+ "turns": 17,
134
+ "seconds": 373.8,
135
+ "checks": 10,
136
+ "usage": {
137
+ "input_tokens": 34,
138
+ "cache_creation_input_tokens": 79783,
139
+ "cache_read_input_tokens": 715647,
140
+ "output_tokens": 36560
141
+ },
142
+ "plan": null,
143
+ "mode": "live",
144
+ "commits": [
145
+ {
146
+ "WC": [
147
+ 26540,
148
+ 30000,
149
+ 12000,
150
+ 0
151
+ ],
152
+ "DH": [
153
+ 7903,
154
+ 10100,
155
+ 10100,
156
+ 5600
157
+ ],
158
+ "CH": [
159
+ 7502,
160
+ 7502,
161
+ 3000,
162
+ 0
163
+ ],
164
+ "JPP": [
165
+ 9900,
166
+ 14900,
167
+ 14900,
168
+ 14900
169
+ ]
170
+ },
171
+ {
172
+ "WC": [
173
+ 0,
174
+ 0,
175
+ 0,
176
+ 0
177
+ ],
178
+ "DH": [
179
+ 1100,
180
+ 0,
181
+ 0,
182
+ 0
183
+ ],
184
+ "CH": [
185
+ 0,
186
+ 0,
187
+ 0,
188
+ 0
189
+ ],
190
+ "JPP": [
191
+ 9900,
192
+ 4900,
193
+ 0,
194
+ 0
195
+ ]
196
+ },
197
+ {
198
+ "WC": 0,
199
+ "DH": 0,
200
+ "CH": 0,
201
+ "JPP": 0
202
+ },
203
+ {
204
+ "WC": [
205
+ 0,
206
+ 18000,
207
+ 36000,
208
+ 36000
209
+ ],
210
+ "DH": 0,
211
+ "CH": 0,
212
+ "JPP": 0
213
+ },
214
+ {
215
+ "WC": [
216
+ 25000,
217
+ 38000,
218
+ 36000,
219
+ 36000
220
+ ],
221
+ "JPP": [
222
+ 0,
223
+ 0,
224
+ 0,
225
+ 5000
226
+ ],
227
+ "CH": [
228
+ 0,
229
+ 0,
230
+ 0,
231
+ 5000
232
+ ],
233
+ "DH": 0
234
+ },
235
+ {
236
+ "WC": [
237
+ 25000,
238
+ 43000,
239
+ 35000,
240
+ 39000
241
+ ],
242
+ "DH": [
243
+ 0,
244
+ 4500,
245
+ 9000,
246
+ 10100
247
+ ],
248
+ "CH": [
249
+ 15000,
250
+ 25000,
251
+ 25300,
252
+ 25300
253
+ ],
254
+ "JPP": [
255
+ 10000,
256
+ 14900,
257
+ 14900,
258
+ 14900
259
+ ]
260
+ }
261
+ ],
262
+ "realised_cost": 2881.278
263
+ },
264
+ {
265
+ "spec": "claude-cli:claude-opus-5-5@high-live",
266
+ "task_id": "cum-2025-02-15-00-24s-full-f0.5",
267
+ "tier": "full",
268
+ "reward": 0.5417,
269
+ "rho": 0.2127,
270
+ "solved": false,
271
+ "feasible": true,
272
+ "cost": 8852.929,
273
+ "opt_cost": 8646.5705,
274
+ "lazy_cost": 17838.3621,
275
+ "rule_cost": 11140.2691,
276
+ "corps_cost": null,
277
+ "end_reason": "submitted",
278
+ "turns": 17,
279
+ "seconds": 398.7,
280
+ "checks": 10,
281
+ "usage": {
282
+ "input_tokens": 28,
283
+ "cache_creation_input_tokens": 80126,
284
+ "cache_read_input_tokens": 651869,
285
+ "output_tokens": 39343
286
+ },
287
+ "plan": null,
288
+ "mode": "live",
289
+ "commits": [
290
+ {
291
+ "WC": [
292
+ 19190,
293
+ 10000,
294
+ 6000,
295
+ 6000
296
+ ],
297
+ "DH": [
298
+ 6170,
299
+ 10100,
300
+ 10100,
301
+ 10100
302
+ ],
303
+ "CH": [
304
+ 10594,
305
+ 10594,
306
+ 4000,
307
+ 0
308
+ ],
309
+ "JPP": [
310
+ 9800,
311
+ 14800,
312
+ 14900,
313
+ 10000
314
+ ]
315
+ },
316
+ {
317
+ "WC": [
318
+ 16000,
319
+ 18500,
320
+ 26000,
321
+ 37000
322
+ ],
323
+ "DH": [
324
+ 10100,
325
+ 10100,
326
+ 10100,
327
+ 10100
328
+ ],
329
+ "CH": [
330
+ 5000,
331
+ 5000,
332
+ 8000,
333
+ 8000
334
+ ],
335
+ "JPP": [
336
+ 5000,
337
+ 0,
338
+ 0,
339
+ 0
340
+ ]
341
+ },
342
+ {
343
+ "WC": [
344
+ 45000,
345
+ 45000,
346
+ 45000,
347
+ 48000
348
+ ],
349
+ "DH": [
350
+ 5600,
351
+ 1100,
352
+ 1100,
353
+ 5600
354
+ ],
355
+ "CH": [
356
+ 0,
357
+ 0,
358
+ 3000,
359
+ 10000
360
+ ],
361
+ "JPP": [
362
+ 0,
363
+ 0,
364
+ 0,
365
+ 0
366
+ ]
367
+ },
368
+ {
369
+ "WC": [
370
+ 50000,
371
+ 50000,
372
+ 50000,
373
+ 50000
374
+ ],
375
+ "DH": [
376
+ 10100,
377
+ 10100,
378
+ 10100,
379
+ 10100
380
+ ],
381
+ "CH": [
382
+ 18000,
383
+ 15000,
384
+ 15000,
385
+ 20000
386
+ ],
387
+ "JPP": [
388
+ 0,
389
+ 0,
390
+ 0,
391
+ 5000
392
+ ]
393
+ },
394
+ {
395
+ "WC": 55500,
396
+ "DH": 10100,
397
+ "CH": 25300,
398
+ "JPP": [
399
+ 0,
400
+ 0,
401
+ 5000,
402
+ 10000
403
+ ]
404
+ },
405
+ {
406
+ "WC": 56000,
407
+ "DH": 10100,
408
+ "CH": 25300,
409
+ "JPP": [
410
+ 14000,
411
+ 14000,
412
+ 14900,
413
+ 14900
414
+ ]
415
+ }
416
+ ],
417
+ "realised_cost": 8852.929
418
+ },
419
+ {
420
+ "spec": "claude-cli:claude-opus-5-5@high-live",
421
+ "task_id": "cum-2025-02-16-00-24s-real",
422
+ "tier": "real",
423
+ "reward": 0.2328,
424
+ "rho": 0.7984,
425
+ "solved": false,
426
+ "feasible": true,
427
+ "cost": 683.92,
428
+ "opt_cost": 660.6018,
429
+ "lazy_cost": 1552.4153,
430
+ "rule_cost": 930.228,
431
+ "corps_cost": 976.1154,
432
+ "end_reason": "submitted",
433
+ "turns": 14,
434
+ "seconds": 342.4,
435
+ "checks": 7,
436
+ "usage": {
437
+ "input_tokens": 28,
438
+ "cache_creation_input_tokens": 73826,
439
+ "cache_read_input_tokens": 585295,
440
+ "output_tokens": 33629
441
+ },
442
+ "plan": null,
443
+ "mode": "live",
444
+ "commits": [
445
+ {
446
+ "WC": [
447
+ 8000,
448
+ 8000,
449
+ 20000,
450
+ 30000
451
+ ],
452
+ "JPP": [
453
+ 5000,
454
+ 8000,
455
+ 8000,
456
+ 10000
457
+ ],
458
+ "CH": 0,
459
+ "DH": 0
460
+ },
461
+ {
462
+ "WC": [
463
+ 28000,
464
+ 36000,
465
+ 36000,
466
+ 36000
467
+ ],
468
+ "JPP": [
469
+ 13000,
470
+ 13000,
471
+ 8000,
472
+ 6000
473
+ ],
474
+ "CH": [
475
+ 0,
476
+ 0,
477
+ 5000,
478
+ 5000
479
+ ],
480
+ "DH": 0
481
+ },
482
+ {
483
+ "WC": [
484
+ 39000,
485
+ 37000,
486
+ 36500,
487
+ 36000
488
+ ],
489
+ "JPP": [
490
+ 6000,
491
+ 6000,
492
+ 10000,
493
+ 12000
494
+ ],
495
+ "CH": 5500,
496
+ "DH": 0
497
+ },
498
+ {
499
+ "WC": [
500
+ 39500,
501
+ 36000,
502
+ 38000,
503
+ 37500
504
+ ],
505
+ "JPP": 12500,
506
+ "CH": 5500,
507
+ "DH": 0
508
+ },
509
+ {
510
+ "WC": [
511
+ 39500,
512
+ 36500,
513
+ 38000,
514
+ 38000
515
+ ],
516
+ "JPP": [
517
+ 9000,
518
+ 9000,
519
+ 9500,
520
+ 14500
521
+ ],
522
+ "CH": 5300,
523
+ "DH": [
524
+ 0,
525
+ 0,
526
+ 500,
527
+ 500
528
+ ]
529
+ },
530
+ {
531
+ "WC": [
532
+ 36900,
533
+ 41000,
534
+ 32400,
535
+ 49500
536
+ ],
537
+ "JPP": 14900,
538
+ "CH": 6500,
539
+ "DH": 1000
540
+ }
541
+ ],
542
+ "realised_cost": 683.92
543
+ },
544
+ {
545
+ "spec": "claude-cli:claude-opus-5-5@high-live",
546
+ "task_id": "cum-2025-02-16-00-24s-storm-x1.5",
547
+ "tier": "storm",
548
+ "reward": 0.4947,
549
+ "rho": 0.2497,
550
+ "solved": false,
551
+ "feasible": true,
552
+ "cost": 2484.405,
553
+ "opt_cost": 2425.9007,
554
+ "lazy_cost": 3987.141,
555
+ "rule_cost": 2987.2826,
556
+ "corps_cost": null,
557
+ "end_reason": "submitted",
558
+ "turns": 14,
559
+ "seconds": 276.5,
560
+ "checks": 7,
561
+ "usage": {
562
+ "input_tokens": 28,
563
+ "cache_creation_input_tokens": 66732,
564
+ "cache_read_input_tokens": 510133,
565
+ "output_tokens": 25974
566
+ },
567
+ "plan": null,
568
+ "mode": "live",
569
+ "commits": [
570
+ {
571
+ "WC": 0,
572
+ "DH": 0,
573
+ "CH": 0,
574
+ "JPP": 0
575
+ },
576
+ {
577
+ "WC": [
578
+ 0,
579
+ 0,
580
+ 18000,
581
+ 35000
582
+ ],
583
+ "DH": 0,
584
+ "CH": 0,
585
+ "JPP": 0
586
+ },
587
+ {
588
+ "WC": 35000,
589
+ "DH": [
590
+ 4500,
591
+ 3000,
592
+ 3000,
593
+ 3000
594
+ ],
595
+ "CH": 0,
596
+ "JPP": [
597
+ 0,
598
+ 0,
599
+ 5000,
600
+ 10000
601
+ ]
602
+ },
603
+ {
604
+ "WC": 37000,
605
+ "DH": [
606
+ 4500,
607
+ 4500,
608
+ 9000,
609
+ 10100
610
+ ],
611
+ "CH": [
612
+ 10000,
613
+ 20000,
614
+ 25000,
615
+ 25000
616
+ ],
617
+ "JPP": [
618
+ 10000,
619
+ 10000,
620
+ 14900,
621
+ 14900
622
+ ]
623
+ },
624
+ {
625
+ "WC": 37000,
626
+ "DH": 10100,
627
+ "CH": 23000,
628
+ "JPP": 14900
629
+ },
630
+ {
631
+ "WC": 37500,
632
+ "DH": 10100,
633
+ "CH": 24000,
634
+ "JPP": 14900
635
+ }
636
+ ],
637
+ "realised_cost": 2484.405
638
+ },
639
+ {
640
+ "spec": "claude-cli:claude-opus-5-5@high-live",
641
+ "task_id": "cum-2025-04-01-00-24s-full-f0.5",
642
+ "tier": "full",
643
+ "reward": 0.767,
644
+ "rho": 0.0861,
645
+ "solved": false,
646
+ "feasible": true,
647
+ "cost": 3737.397,
648
+ "opt_cost": 3570.3487,
649
+ "lazy_cost": 4403.5674,
650
+ "rule_cost": 4913.6607,
651
+ "corps_cost": null,
652
+ "end_reason": "submitted",
653
+ "turns": 16,
654
+ "seconds": 406.5,
655
+ "checks": 9,
656
+ "usage": {
657
+ "input_tokens": 30,
658
+ "cache_creation_input_tokens": 81605,
659
+ "cache_read_input_tokens": 684425,
660
+ "output_tokens": 41332
661
+ },
662
+ "plan": null,
663
+ "mode": "live",
664
+ "commits": [
665
+ {
666
+ "WC": 36500,
667
+ "DH": [
668
+ 8125,
669
+ 10100,
670
+ 10100,
671
+ 10100
672
+ ],
673
+ "CH": [
674
+ 22264,
675
+ 25300,
676
+ 25300,
677
+ 25300
678
+ ],
679
+ "JPP": [
680
+ 9700,
681
+ 14700,
682
+ 14900,
683
+ 14900
684
+ ]
685
+ },
686
+ {
687
+ "WC": 36500,
688
+ "DH": 10100,
689
+ "CH": 25300,
690
+ "JPP": 14900
691
+ },
692
+ {
693
+ "WC": [
694
+ 33000,
695
+ 15000,
696
+ 17000,
697
+ 17000
698
+ ],
699
+ "DH": 10100,
700
+ "CH": [
701
+ 23000,
702
+ 14000,
703
+ 24000,
704
+ 25300
705
+ ],
706
+ "JPP": 14900
707
+ },
708
+ {
709
+ "WC": [
710
+ 22000,
711
+ 21000,
712
+ 22000,
713
+ 33000
714
+ ],
715
+ "DH": 10100,
716
+ "CH": [
717
+ 25300,
718
+ 16000,
719
+ 6000,
720
+ 0
721
+ ],
722
+ "JPP": [
723
+ 9900,
724
+ 9900,
725
+ 14900,
726
+ 14900
727
+ ]
728
+ },
729
+ {
730
+ "WC": [
731
+ 18000,
732
+ 24000,
733
+ 40000,
734
+ 36000
735
+ ],
736
+ "DH": [
737
+ 5600,
738
+ 1100,
739
+ 0,
740
+ 0
741
+ ],
742
+ "CH": 0,
743
+ "JPP": [
744
+ 10000,
745
+ 5000,
746
+ 0,
747
+ 0
748
+ ]
749
+ },
750
+ {
751
+ "WC": [
752
+ 24000,
753
+ 30000,
754
+ 30000,
755
+ 48000
756
+ ],
757
+ "DH": [
758
+ 4500,
759
+ 4500,
760
+ 4500,
761
+ 9000
762
+ ],
763
+ "CH": [
764
+ 0,
765
+ 10000,
766
+ 20000,
767
+ 22000
768
+ ],
769
+ "JPP": [
770
+ 5000,
771
+ 10000,
772
+ 9000,
773
+ 9000
774
+ ]
775
+ }
776
+ ],
777
+ "realised_cost": 3737.397
778
+ },
779
+ {
780
+ "spec": "claude-cli:claude-opus-5-5@high-live",
781
+ "task_id": "cum-2025-04-02-00-24s-real",
782
+ "tier": "real",
783
+ "reward": 0.6233,
784
+ "rho": 0.1592,
785
+ "solved": false,
786
+ "feasible": true,
787
+ "cost": 563.481,
788
+ "opt_cost": 513.6906,
789
+ "lazy_cost": 661.8857,
790
+ "rule_cost": 690.74,
791
+ "corps_cost": 757.7959,
792
+ "end_reason": "submitted",
793
+ "turns": 16,
794
+ "seconds": 357.6,
795
+ "checks": 9,
796
+ "usage": {
797
+ "input_tokens": 32,
798
+ "cache_creation_input_tokens": 76199,
799
+ "cache_read_input_tokens": 619488,
800
+ "output_tokens": 33667
801
+ },
802
+ "plan": null,
803
+ "mode": "live",
804
+ "commits": [
805
+ {
806
+ "WC": 33000,
807
+ "CH": 10000,
808
+ "DH": 6000,
809
+ "JPP": [
810
+ 7350,
811
+ 12350,
812
+ 14900,
813
+ 14900
814
+ ]
815
+ },
816
+ {
817
+ "WC": [
818
+ 28000,
819
+ 15000,
820
+ 12000,
821
+ 12000
822
+ ],
823
+ "CH": 3000,
824
+ "DH": 5000,
825
+ "JPP": [
826
+ 10000,
827
+ 5000,
828
+ 5000,
829
+ 5000
830
+ ]
831
+ },
832
+ {
833
+ "WC": [
834
+ 20000,
835
+ 12000,
836
+ 15000,
837
+ 20000
838
+ ],
839
+ "DH": 3000,
840
+ "CH": 3000,
841
+ "JPP": [
842
+ 0,
843
+ 0,
844
+ 5000,
845
+ 10000
846
+ ]
847
+ },
848
+ {
849
+ "WC": [
850
+ 25000,
851
+ 22000,
852
+ 18000,
853
+ 18000
854
+ ],
855
+ "CH": 4000,
856
+ "DH": 3000,
857
+ "JPP": [
858
+ 5000,
859
+ 0,
860
+ 5000,
861
+ 10000
862
+ ]
863
+ },
864
+ {
865
+ "WC": [
866
+ 18000,
867
+ 22000,
868
+ 26000,
869
+ 26000
870
+ ],
871
+ "DH": [
872
+ 6000,
873
+ 6000,
874
+ 6000,
875
+ 5000
876
+ ],
877
+ "CH": 4000,
878
+ "JPP": [
879
+ 5000,
880
+ 0,
881
+ 0,
882
+ 5000
883
+ ]
884
+ },
885
+ {
886
+ "WC": 33000,
887
+ "DH": [
888
+ 500,
889
+ 0,
890
+ 4500,
891
+ 9000
892
+ ],
893
+ "CH": [
894
+ 4000,
895
+ 8000,
896
+ 10000,
897
+ 10000
898
+ ],
899
+ "JPP": [
900
+ 5000,
901
+ 0,
902
+ 0,
903
+ 5000
904
+ ]
905
+ }
906
+ ],
907
+ "realised_cost": 563.481
908
+ },
909
+ {
910
+ "spec": "claude-cli:claude-opus-5-5@high-live",
911
+ "task_id": "cum-2025-04-03-00-24s-real",
912
+ "tier": "real",
913
+ "reward": 0.69,
914
+ "rho": 0.1225,
915
+ "solved": false,
916
+ "feasible": true,
917
+ "cost": 582.063,
918
+ "opt_cost": 554.7052,
919
+ "lazy_cost": 700.7928,
920
+ "rule_cost": 742.7371,
921
+ "corps_cost": 796.3023,
922
+ "end_reason": "submitted",
923
+ "turns": 17,
924
+ "seconds": 430.3,
925
+ "checks": 10,
926
+ "usage": {
927
+ "input_tokens": 34,
928
+ "cache_creation_input_tokens": 85523,
929
+ "cache_read_input_tokens": 818323,
930
+ "output_tokens": 41606
931
+ },
932
+ "plan": null,
933
+ "mode": "live",
934
+ "commits": [
935
+ {
936
+ "WC": [
937
+ 20000,
938
+ 12000,
939
+ 12000,
940
+ 15000
941
+ ],
942
+ "DH": [
943
+ 7500,
944
+ 10100,
945
+ 10100,
946
+ 10100
947
+ ],
948
+ "CH": [
949
+ 8000,
950
+ 8000,
951
+ 13000,
952
+ 13000
953
+ ],
954
+ "JPP": [
955
+ 9700,
956
+ 12000,
957
+ 9000,
958
+ 9000
959
+ ]
960
+ },
961
+ {
962
+ "WC": [
963
+ 15000,
964
+ 17000,
965
+ 19000,
966
+ 25000
967
+ ],
968
+ "DH": [
969
+ 7000,
970
+ 10100,
971
+ 10100,
972
+ 6000
973
+ ],
974
+ "CH": [
975
+ 5000,
976
+ 2000,
977
+ 2000,
978
+ 2000
979
+ ],
980
+ "JPP": [
981
+ 5000,
982
+ 6000,
983
+ 9000,
984
+ 12000
985
+ ]
986
+ },
987
+ {
988
+ "WC": [
989
+ 35000,
990
+ 17000,
991
+ 0,
992
+ 0
993
+ ],
994
+ "DH": [
995
+ 1500,
996
+ 1500,
997
+ 1500,
998
+ 1500
999
+ ],
1000
+ "CH": [
1001
+ 2000,
1002
+ 2000,
1003
+ 0,
1004
+ 0
1005
+ ],
1006
+ "JPP": [
1007
+ 7000,
1008
+ 3000,
1009
+ 2000,
1010
+ 2000
1011
+ ]
1012
+ },
1013
+ {
1014
+ "WC": [
1015
+ 18000,
1016
+ 22000,
1017
+ 25000,
1018
+ 28000
1019
+ ],
1020
+ "DH": [
1021
+ 1500,
1022
+ 1500,
1023
+ 1500,
1024
+ 1500
1025
+ ],
1026
+ "CH": [
1027
+ 0,
1028
+ 0,
1029
+ 0,
1030
+ 0
1031
+ ],
1032
+ "JPP": [
1033
+ 2000,
1034
+ 4000,
1035
+ 6000,
1036
+ 6000
1037
+ ]
1038
+ },
1039
+ {
1040
+ "WC": 30000,
1041
+ "DH": [
1042
+ 3000,
1043
+ 6000,
1044
+ 9000,
1045
+ 9000
1046
+ ],
1047
+ "CH": [
1048
+ 0,
1049
+ 10000,
1050
+ 20000,
1051
+ 25300
1052
+ ],
1053
+ "JPP": [
1054
+ 11000,
1055
+ 14900,
1056
+ 14900,
1057
+ 14900
1058
+ ]
1059
+ },
1060
+ {
1061
+ "WC": [
1062
+ 30000,
1063
+ 32000,
1064
+ 37000,
1065
+ 36000
1066
+ ],
1067
+ "DH": [
1068
+ 8000,
1069
+ 6000,
1070
+ 5500,
1071
+ 5500
1072
+ ],
1073
+ "CH": [
1074
+ 25300,
1075
+ 15300,
1076
+ 19000,
1077
+ 16000
1078
+ ],
1079
+ "JPP": [
1080
+ 14900,
1081
+ 11000,
1082
+ 8000,
1083
+ 7000
1084
+ ]
1085
+ }
1086
+ ],
1087
+ "realised_cost": 582.063
1088
+ },
1089
+ {
1090
+ "spec": "claude-cli:claude-opus-5-5@high-live",
1091
+ "task_id": "cum-2025-04-03-00-24s-storm-x1.5",
1092
+ "tier": "storm",
1093
+ "reward": 0.7482,
1094
+ "rho": 0.0945,
1095
+ "solved": false,
1096
+ "feasible": true,
1097
+ "cost": 1670.58,
1098
+ "opt_cost": 1525.7456,
1099
+ "lazy_cost": 2800.8188,
1100
+ "rule_cost": 2029.248,
1101
+ "corps_cost": null,
1102
+ "end_reason": "submitted",
1103
+ "turns": 17,
1104
+ "seconds": 529.1,
1105
+ "checks": 10,
1106
+ "usage": {
1107
+ "input_tokens": 34,
1108
+ "cache_creation_input_tokens": 94601,
1109
+ "cache_read_input_tokens": 870199,
1110
+ "output_tokens": 53511
1111
+ },
1112
+ "plan": null,
1113
+ "mode": "live",
1114
+ "commits": [
1115
+ {
1116
+ "WC": [
1117
+ 5140,
1118
+ 2000,
1119
+ 4000,
1120
+ 8000
1121
+ ],
1122
+ "JPP": [
1123
+ 9700,
1124
+ 9700,
1125
+ 5000,
1126
+ 0
1127
+ ],
1128
+ "DH": [
1129
+ 7500,
1130
+ 3000,
1131
+ 0,
1132
+ 0
1133
+ ],
1134
+ "CH": [
1135
+ 1068,
1136
+ 0,
1137
+ 0,
1138
+ 10000
1139
+ ]
1140
+ },
1141
+ {
1142
+ "WC": [
1143
+ 0,
1144
+ 0,
1145
+ 0,
1146
+ 0
1147
+ ],
1148
+ "JPP": [
1149
+ 5000,
1150
+ 10000,
1151
+ 14900,
1152
+ 14900
1153
+ ],
1154
+ "DH": [
1155
+ 4500,
1156
+ 9000,
1157
+ 4500,
1158
+ 0
1159
+ ],
1160
+ "CH": [
1161
+ 20000,
1162
+ 10000,
1163
+ 0,
1164
+ 0
1165
+ ]
1166
+ },
1167
+ {
1168
+ "WC": [
1169
+ 15000,
1170
+ 15000,
1171
+ 12000,
1172
+ 12000
1173
+ ],
1174
+ "JPP": [
1175
+ 10000,
1176
+ 5000,
1177
+ 0,
1178
+ 0
1179
+ ],
1180
+ "DH": 0,
1181
+ "CH": 0
1182
+ },
1183
+ {
1184
+ "WC": [
1185
+ 15000,
1186
+ 8000,
1187
+ 0,
1188
+ 10000
1189
+ ],
1190
+ "DH": [
1191
+ 0,
1192
+ 0,
1193
+ 0,
1194
+ 0
1195
+ ],
1196
+ "CH": [
1197
+ 0,
1198
+ 0,
1199
+ 10000,
1200
+ 0
1201
+ ],
1202
+ "JPP": [
1203
+ 0,
1204
+ 0,
1205
+ 0,
1206
+ 0
1207
+ ]
1208
+ },
1209
+ {
1210
+ "WC": [
1211
+ 28000,
1212
+ 36000,
1213
+ 34000,
1214
+ 34000
1215
+ ],
1216
+ "DH": [
1217
+ 4500,
1218
+ 9000,
1219
+ 10100,
1220
+ 10100
1221
+ ],
1222
+ "CH": [
1223
+ 0,
1224
+ 0,
1225
+ 0,
1226
+ 10000
1227
+ ],
1228
+ "JPP": [
1229
+ 5000,
1230
+ 5000,
1231
+ 10000,
1232
+ 14900
1233
+ ]
1234
+ },
1235
+ {
1236
+ "WC": [
1237
+ 36000,
1238
+ 39000,
1239
+ 30000,
1240
+ 47000
1241
+ ],
1242
+ "DH": [
1243
+ 7000,
1244
+ 4000,
1245
+ 8500,
1246
+ 10100
1247
+ ],
1248
+ "CH": [
1249
+ 15000,
1250
+ 25000,
1251
+ 25300,
1252
+ 25300
1253
+ ],
1254
+ "JPP": [
1255
+ 14900,
1256
+ 14900,
1257
+ 10000,
1258
+ 14900
1259
+ ]
1260
+ }
1261
+ ],
1262
+ "realised_cost": 1670.58
1263
+ },
1264
+ {
1265
+ "spec": "claude-cli:claude-opus-5-5@high-live",
1266
+ "task_id": "cum-2025-04-04-00-24s-full-f0.5",
1267
+ "tier": "full",
1268
+ "reward": 0.6006,
1269
+ "rho": 0.1729,
1270
+ "solved": false,
1271
+ "feasible": true,
1272
+ "cost": 3867.638,
1273
+ "opt_cost": 3782.0722,
1274
+ "lazy_cost": 4815.0036,
1275
+ "rule_cost": 5531.1082,
1276
+ "corps_cost": null,
1277
+ "end_reason": "submitted",
1278
+ "turns": 15,
1279
+ "seconds": 525.4,
1280
+ "checks": 8,
1281
+ "usage": {
1282
+ "input_tokens": 30,
1283
+ "cache_creation_input_tokens": 92982,
1284
+ "cache_read_input_tokens": 784255,
1285
+ "output_tokens": 53454
1286
+ },
1287
+ "plan": null,
1288
+ "mode": "live",
1289
+ "commits": [
1290
+ {
1291
+ "WC": [
1292
+ 18000,
1293
+ 23000,
1294
+ 22000,
1295
+ 31000
1296
+ ],
1297
+ "DH": [
1298
+ 6762,
1299
+ 10100,
1300
+ 10100,
1301
+ 10100
1302
+ ],
1303
+ "CH": [
1304
+ 22170,
1305
+ 20000,
1306
+ 12000,
1307
+ 5000
1308
+ ],
1309
+ "JPP": [
1310
+ 9900,
1311
+ 14900,
1312
+ 14900,
1313
+ 14900
1314
+ ]
1315
+ },
1316
+ {
1317
+ "WC": [
1318
+ 36000,
1319
+ 35000,
1320
+ 36000,
1321
+ 32000
1322
+ ],
1323
+ "DH": [
1324
+ 7000,
1325
+ 2500,
1326
+ 2000,
1327
+ 2000
1328
+ ],
1329
+ "CH": [
1330
+ 5000,
1331
+ 3000,
1332
+ 4000,
1333
+ 4000
1334
+ ],
1335
+ "JPP": [
1336
+ 9900,
1337
+ 4900,
1338
+ 6000,
1339
+ 6000
1340
+ ]
1341
+ },
1342
+ {
1343
+ "WC": [
1344
+ 29000,
1345
+ 28000,
1346
+ 36000,
1347
+ 32000
1348
+ ],
1349
+ "DH": [
1350
+ 4000,
1351
+ 6000,
1352
+ 8000,
1353
+ 9000
1354
+ ],
1355
+ "CH": [
1356
+ 8000,
1357
+ 12000,
1358
+ 14000,
1359
+ 14000
1360
+ ],
1361
+ "JPP": [
1362
+ 9000,
1363
+ 4000,
1364
+ 3000,
1365
+ 4000
1366
+ ]
1367
+ },
1368
+ {
1369
+ "WC": [
1370
+ 40000,
1371
+ 38000,
1372
+ 36000,
1373
+ 37000
1374
+ ],
1375
+ "DH": [
1376
+ 10100,
1377
+ 7000,
1378
+ 10100,
1379
+ 10100
1380
+ ],
1381
+ "CH": [
1382
+ 20000,
1383
+ 25300,
1384
+ 25300,
1385
+ 25300
1386
+ ],
1387
+ "JPP": [
1388
+ 0,
1389
+ 0,
1390
+ 3000,
1391
+ 3000
1392
+ ]
1393
+ },
1394
+ {
1395
+ "WC": [
1396
+ 39000,
1397
+ 37000,
1398
+ 38000,
1399
+ 38000
1400
+ ],
1401
+ "DH": [
1402
+ 5600,
1403
+ 10100,
1404
+ 10100,
1405
+ 10100
1406
+ ],
1407
+ "CH": [
1408
+ 25300,
1409
+ 25300,
1410
+ 25300,
1411
+ 25300
1412
+ ],
1413
+ "JPP": [
1414
+ 2000,
1415
+ 7000,
1416
+ 12000,
1417
+ 14900
1418
+ ]
1419
+ },
1420
+ {
1421
+ "WC": [
1422
+ 36000,
1423
+ 40000,
1424
+ 33000,
1425
+ 46000
1426
+ ],
1427
+ "DH": [
1428
+ 10100,
1429
+ 10100,
1430
+ 10100,
1431
+ 10100
1432
+ ],
1433
+ "CH": [
1434
+ 25300,
1435
+ 25300,
1436
+ 25300,
1437
+ 25300
1438
+ ],
1439
+ "JPP": [
1440
+ 14900,
1441
+ 14900,
1442
+ 14900,
1443
+ 14900
1444
+ ]
1445
+ }
1446
+ ],
1447
+ "realised_cost": 3867.638
1448
+ }
1449
+ ]
1450
+ }
runs/2026-10-31-opus-live-pilot2/board.md ADDED
@@ -0,0 +1,5 @@
 
 
 
 
 
 
1
+ # 2026-10-31-opus-live-pilot2
2
+
3
+ | model | n | mean reward (95% CI) | real | storm | full | feasible | solved | beat rule | median rho | no submit | out tokens/ep |
4
+ |---|---:|---|---:|---:|---:|---:|---:|---:|---:|---:|---:|
5
+ | claude-cli:claude-opus-5-5@high-live | 2 | **0.634** (0.623-0.645) | 0.623 | 0.645 | - | 2 | 0 | 2 | 0.153 | 0 | 35,114 |
runs/2026-10-31-opus-live-pilot2/index.json ADDED
@@ -0,0 +1,280 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "run": "2026-10-31-opus-live-pilot2",
3
+ "episodes": [
4
+ {
5
+ "spec": "claude-cli:claude-opus-5-5@high-live",
6
+ "task_id": "cum-2025-02-14-00-24s-storm-x1.5",
7
+ "tier": "storm",
8
+ "reward": 0.645,
9
+ "rho": 0.1466,
10
+ "solved": false,
11
+ "feasible": true,
12
+ "cost": 2881.278,
13
+ "opt_cost": 2719.121,
14
+ "lazy_cost": 5105.7215,
15
+ "rule_cost": 3439.7099,
16
+ "corps_cost": null,
17
+ "end_reason": "submitted",
18
+ "turns": 17,
19
+ "seconds": 373.8,
20
+ "checks": 10,
21
+ "usage": {
22
+ "input_tokens": 34,
23
+ "cache_creation_input_tokens": 79783,
24
+ "cache_read_input_tokens": 715647,
25
+ "output_tokens": 36560
26
+ },
27
+ "plan": null,
28
+ "mode": "live",
29
+ "commits": [
30
+ {
31
+ "WC": [
32
+ 26540,
33
+ 30000,
34
+ 12000,
35
+ 0
36
+ ],
37
+ "DH": [
38
+ 7903,
39
+ 10100,
40
+ 10100,
41
+ 5600
42
+ ],
43
+ "CH": [
44
+ 7502,
45
+ 7502,
46
+ 3000,
47
+ 0
48
+ ],
49
+ "JPP": [
50
+ 9900,
51
+ 14900,
52
+ 14900,
53
+ 14900
54
+ ]
55
+ },
56
+ {
57
+ "WC": [
58
+ 0,
59
+ 0,
60
+ 0,
61
+ 0
62
+ ],
63
+ "DH": [
64
+ 1100,
65
+ 0,
66
+ 0,
67
+ 0
68
+ ],
69
+ "CH": [
70
+ 0,
71
+ 0,
72
+ 0,
73
+ 0
74
+ ],
75
+ "JPP": [
76
+ 9900,
77
+ 4900,
78
+ 0,
79
+ 0
80
+ ]
81
+ },
82
+ {
83
+ "WC": 0,
84
+ "DH": 0,
85
+ "CH": 0,
86
+ "JPP": 0
87
+ },
88
+ {
89
+ "WC": [
90
+ 0,
91
+ 18000,
92
+ 36000,
93
+ 36000
94
+ ],
95
+ "DH": 0,
96
+ "CH": 0,
97
+ "JPP": 0
98
+ },
99
+ {
100
+ "WC": [
101
+ 25000,
102
+ 38000,
103
+ 36000,
104
+ 36000
105
+ ],
106
+ "JPP": [
107
+ 0,
108
+ 0,
109
+ 0,
110
+ 5000
111
+ ],
112
+ "CH": [
113
+ 0,
114
+ 0,
115
+ 0,
116
+ 5000
117
+ ],
118
+ "DH": 0
119
+ },
120
+ {
121
+ "WC": [
122
+ 25000,
123
+ 43000,
124
+ 35000,
125
+ 39000
126
+ ],
127
+ "DH": [
128
+ 0,
129
+ 4500,
130
+ 9000,
131
+ 10100
132
+ ],
133
+ "CH": [
134
+ 15000,
135
+ 25000,
136
+ 25300,
137
+ 25300
138
+ ],
139
+ "JPP": [
140
+ 10000,
141
+ 14900,
142
+ 14900,
143
+ 14900
144
+ ]
145
+ }
146
+ ],
147
+ "realised_cost": 2881.278
148
+ },
149
+ {
150
+ "spec": "claude-cli:claude-opus-5-5@high-live",
151
+ "task_id": "cum-2025-04-02-00-24s-real",
152
+ "tier": "real",
153
+ "reward": 0.6233,
154
+ "rho": 0.1592,
155
+ "solved": false,
156
+ "feasible": true,
157
+ "cost": 563.481,
158
+ "opt_cost": 513.6906,
159
+ "lazy_cost": 661.8857,
160
+ "rule_cost": 690.74,
161
+ "corps_cost": 757.7959,
162
+ "end_reason": "submitted",
163
+ "turns": 16,
164
+ "seconds": 357.6,
165
+ "checks": 9,
166
+ "usage": {
167
+ "input_tokens": 32,
168
+ "cache_creation_input_tokens": 76199,
169
+ "cache_read_input_tokens": 619488,
170
+ "output_tokens": 33667
171
+ },
172
+ "plan": null,
173
+ "mode": "live",
174
+ "commits": [
175
+ {
176
+ "WC": 33000,
177
+ "CH": 10000,
178
+ "DH": 6000,
179
+ "JPP": [
180
+ 7350,
181
+ 12350,
182
+ 14900,
183
+ 14900
184
+ ]
185
+ },
186
+ {
187
+ "WC": [
188
+ 28000,
189
+ 15000,
190
+ 12000,
191
+ 12000
192
+ ],
193
+ "CH": 3000,
194
+ "DH": 5000,
195
+ "JPP": [
196
+ 10000,
197
+ 5000,
198
+ 5000,
199
+ 5000
200
+ ]
201
+ },
202
+ {
203
+ "WC": [
204
+ 20000,
205
+ 12000,
206
+ 15000,
207
+ 20000
208
+ ],
209
+ "DH": 3000,
210
+ "CH": 3000,
211
+ "JPP": [
212
+ 0,
213
+ 0,
214
+ 5000,
215
+ 10000
216
+ ]
217
+ },
218
+ {
219
+ "WC": [
220
+ 25000,
221
+ 22000,
222
+ 18000,
223
+ 18000
224
+ ],
225
+ "CH": 4000,
226
+ "DH": 3000,
227
+ "JPP": [
228
+ 5000,
229
+ 0,
230
+ 5000,
231
+ 10000
232
+ ]
233
+ },
234
+ {
235
+ "WC": [
236
+ 18000,
237
+ 22000,
238
+ 26000,
239
+ 26000
240
+ ],
241
+ "DH": [
242
+ 6000,
243
+ 6000,
244
+ 6000,
245
+ 5000
246
+ ],
247
+ "CH": 4000,
248
+ "JPP": [
249
+ 5000,
250
+ 0,
251
+ 0,
252
+ 5000
253
+ ]
254
+ },
255
+ {
256
+ "WC": 33000,
257
+ "DH": [
258
+ 500,
259
+ 0,
260
+ 4500,
261
+ 9000
262
+ ],
263
+ "CH": [
264
+ 4000,
265
+ 8000,
266
+ 10000,
267
+ 10000
268
+ ],
269
+ "JPP": [
270
+ 5000,
271
+ 0,
272
+ 0,
273
+ 5000
274
+ ]
275
+ }
276
+ ],
277
+ "realised_cost": 563.481
278
+ }
279
+ ]
280
+ }
runs/2026-11-01-beam-high-live-24/board.md ADDED
@@ -0,0 +1,5 @@
 
 
 
 
 
 
1
+ # 2026-11-01-beam-high-live-24
2
+
3
+ | model | n | mean reward (95% CI) | real | storm | full | feasible | solved | beat rule | median rho | no submit | out tokens/ep |
4
+ |---|---:|---|---:|---:|---:|---:|---:|---:|---:|---:|---:|
5
+ | hf:reflection/Beam-1.0-501B-A23B:baseten@high | 24 | **0.237** (0.217-0.265) | 0.216 | 0.260 | 0.234 | 24 | 0 | 8 | 0.960 | 0 | 15,747 |
runs/2026-11-01-beam-high-live-24/index.json ADDED
@@ -0,0 +1,2547 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "run": "2026-11-01-beam-high-live-24",
3
+ "episodes": [
4
+ {
5
+ "spec": "hf:reflection/Beam-1.0-501B-A23B:baseten@high",
6
+ "task_id": "cum-2025-02-13-00-24s-full-f0.5",
7
+ "tier": "full",
8
+ "reward": 0.2054,
9
+ "rho": 1.2488,
10
+ "solved": false,
11
+ "feasible": true,
12
+ "cost": 20750.137,
13
+ "opt_cost": 9753.6071,
14
+ "lazy_cost": 19679.9947,
15
+ "rule_cost": 12623.6712,
16
+ "corps_cost": null,
17
+ "end_reason": "submitted",
18
+ "turns": 16,
19
+ "seconds": 126.7,
20
+ "checks": 10,
21
+ "usage": {
22
+ "input_tokens": 115328,
23
+ "cache_creation_input_tokens": 0,
24
+ "cache_read_input_tokens": 377216,
25
+ "output_tokens": 14247
26
+ },
27
+ "plan": null,
28
+ "mode": "live",
29
+ "commits": [
30
+ {
31
+ "WC": [
32
+ 37320,
33
+ 35000,
34
+ 35000,
35
+ 35000
36
+ ],
37
+ "DH": [
38
+ 6000,
39
+ 6000,
40
+ 6000,
41
+ 6000
42
+ ],
43
+ "CH": [
44
+ 10000,
45
+ 10000,
46
+ 10000,
47
+ 10000
48
+ ],
49
+ "JPP": [
50
+ 4000,
51
+ 4000,
52
+ 4000,
53
+ 4000
54
+ ]
55
+ },
56
+ {
57
+ "WC": [
58
+ 50000,
59
+ 50000,
60
+ 50000,
61
+ 50000
62
+ ],
63
+ "DH": [
64
+ 8000,
65
+ 8000,
66
+ 8000,
67
+ 8000
68
+ ],
69
+ "CH": [
70
+ 12000,
71
+ 12000,
72
+ 12000,
73
+ 12000
74
+ ],
75
+ "JPP": [
76
+ 5000,
77
+ 5000,
78
+ 5000,
79
+ 5000
80
+ ]
81
+ },
82
+ {
83
+ "WC": [
84
+ 55000,
85
+ 55000,
86
+ 55000,
87
+ 55000
88
+ ],
89
+ "DH": [
90
+ 9000,
91
+ 9000,
92
+ 9000,
93
+ 9000
94
+ ],
95
+ "CH": [
96
+ 20000,
97
+ 20000,
98
+ 20000,
99
+ 20000
100
+ ],
101
+ "JPP": [
102
+ 10000,
103
+ 10000,
104
+ 10000,
105
+ 10000
106
+ ]
107
+ },
108
+ {
109
+ "WC": [
110
+ 59900,
111
+ 59900,
112
+ 59900,
113
+ 59900
114
+ ],
115
+ "DH": [
116
+ 10100,
117
+ 10100,
118
+ 10100,
119
+ 10100
120
+ ],
121
+ "CH": [
122
+ 25300,
123
+ 25300,
124
+ 25300,
125
+ 25300
126
+ ],
127
+ "JPP": [
128
+ 14900,
129
+ 14900,
130
+ 14900,
131
+ 14900
132
+ ]
133
+ },
134
+ {
135
+ "WC": [
136
+ 59900,
137
+ 59900,
138
+ 59900,
139
+ 59900
140
+ ],
141
+ "DH": [
142
+ 10100,
143
+ 10100,
144
+ 10100,
145
+ 10100
146
+ ],
147
+ "CH": [
148
+ 20000,
149
+ 20000,
150
+ 20000,
151
+ 20000
152
+ ],
153
+ "JPP": [
154
+ 10000,
155
+ 10000,
156
+ 10000,
157
+ 10000
158
+ ]
159
+ },
160
+ {
161
+ "WC": [
162
+ 59900,
163
+ 59900,
164
+ 59900,
165
+ 59900
166
+ ],
167
+ "DH": [
168
+ 10100,
169
+ 10100,
170
+ 10100,
171
+ 10100
172
+ ],
173
+ "CH": [
174
+ 25300,
175
+ 25300,
176
+ 25300,
177
+ 25300
178
+ ],
179
+ "JPP": [
180
+ 14900,
181
+ 14900,
182
+ 14900,
183
+ 14900
184
+ ]
185
+ }
186
+ ],
187
+ "realised_cost": 20750.137
188
+ },
189
+ {
190
+ "spec": "hf:reflection/Beam-1.0-501B-A23B:baseten@high",
191
+ "task_id": "cum-2025-02-13-00-24s-real",
192
+ "tier": "real",
193
+ "reward": 0.2147,
194
+ "rho": 0.9998,
195
+ "solved": false,
196
+ "feasible": true,
197
+ "cost": 12303.179,
198
+ "opt_cost": 560.0351,
199
+ "lazy_cost": 900.4755,
200
+ "rule_cost": 739.9147,
201
+ "corps_cost": 836.8922,
202
+ "end_reason": "submitted",
203
+ "turns": 16,
204
+ "seconds": 186.9,
205
+ "checks": 10,
206
+ "usage": {
207
+ "input_tokens": 128108,
208
+ "cache_creation_input_tokens": 0,
209
+ "cache_read_input_tokens": 368128,
210
+ "output_tokens": 13953
211
+ },
212
+ "plan": null,
213
+ "mode": "live",
214
+ "commits": [
215
+ {
216
+ "WC": 32000,
217
+ "DH": 3445,
218
+ "CH": 7718,
219
+ "JPP": 4900
220
+ },
221
+ {
222
+ "WC": [
223
+ 50000,
224
+ 59900,
225
+ 59900,
226
+ 59900
227
+ ],
228
+ "DH": [
229
+ 7945,
230
+ 10100,
231
+ 10100,
232
+ 10100
233
+ ],
234
+ "CH": [
235
+ 10000,
236
+ 10000,
237
+ 10000,
238
+ 10000
239
+ ],
240
+ "JPP": [
241
+ 9900,
242
+ 14900,
243
+ 14900,
244
+ 14900
245
+ ]
246
+ },
247
+ {
248
+ "WC": 59900,
249
+ "DH": 10100,
250
+ "CH": 10000,
251
+ "JPP": 14900
252
+ },
253
+ {
254
+ "WC": 59900,
255
+ "DH": 10100,
256
+ "CH": 15000,
257
+ "JPP": 9900
258
+ },
259
+ {
260
+ "WC": 59900,
261
+ "DH": 10100,
262
+ "CH": 15000,
263
+ "JPP": 9900
264
+ },
265
+ {
266
+ "WC": 59900,
267
+ "DH": 6000,
268
+ "CH": 10000,
269
+ "JPP": 6000
270
+ }
271
+ ],
272
+ "realised_cost": 12303.179
273
+ },
274
+ {
275
+ "spec": "hf:reflection/Beam-1.0-501B-A23B:baseten@high",
276
+ "task_id": "cum-2025-02-13-00-24s-storm-x1.5",
277
+ "tier": "storm",
278
+ "reward": 0.2,
279
+ "rho": 2.4682,
280
+ "solved": false,
281
+ "feasible": true,
282
+ "cost": 10699.607,
283
+ "opt_cost": 2874.271,
284
+ "lazy_cost": 6843.3369,
285
+ "rule_cost": 3675.1063,
286
+ "corps_cost": null,
287
+ "end_reason": "submitted",
288
+ "turns": 16,
289
+ "seconds": 116.0,
290
+ "checks": 10,
291
+ "usage": {
292
+ "input_tokens": 78893,
293
+ "cache_creation_input_tokens": 0,
294
+ "cache_read_input_tokens": 476992,
295
+ "output_tokens": 16283
296
+ },
297
+ "plan": null,
298
+ "mode": "live",
299
+ "commits": [
300
+ {
301
+ "WC": [
302
+ 1320,
303
+ 0,
304
+ 0,
305
+ 0
306
+ ],
307
+ "DH": 0,
308
+ "CH": 0,
309
+ "JPP": 0
310
+ },
311
+ {
312
+ "WC": 0,
313
+ "DH": 0,
314
+ "CH": 0,
315
+ "JPP": 0
316
+ },
317
+ {
318
+ "WC": 0,
319
+ "DH": 0,
320
+ "CH": 0,
321
+ "JPP": 0
322
+ },
323
+ {
324
+ "WC": [
325
+ 18000,
326
+ 36000,
327
+ 54000,
328
+ 59900
329
+ ],
330
+ "DH": 0,
331
+ "CH": 0,
332
+ "JPP": [
333
+ 5000,
334
+ 10000,
335
+ 14900,
336
+ 14900
337
+ ]
338
+ },
339
+ {
340
+ "WC": 59900,
341
+ "DH": 0,
342
+ "CH": 0,
343
+ "JPP": 14900
344
+ },
345
+ {
346
+ "WC": 59900,
347
+ "DH": [
348
+ 4500,
349
+ 9000,
350
+ 10100,
351
+ 10100
352
+ ],
353
+ "CH": [
354
+ 10000,
355
+ 20000,
356
+ 25300,
357
+ 25300
358
+ ],
359
+ "JPP": 14900
360
+ }
361
+ ],
362
+ "realised_cost": 10699.607
363
+ },
364
+ {
365
+ "spec": "hf:reflection/Beam-1.0-501B-A23B:baseten@high",
366
+ "task_id": "cum-2025-02-14-00-24s-full-f0.5",
367
+ "tier": "full",
368
+ "reward": 0.2629,
369
+ "rho": 0.6358,
370
+ "solved": false,
371
+ "feasible": true,
372
+ "cost": 21661.149,
373
+ "opt_cost": 9268.5621,
374
+ "lazy_cost": 19084.7472,
375
+ "rule_cost": 11966.1665,
376
+ "corps_cost": null,
377
+ "end_reason": "submitted",
378
+ "turns": 16,
379
+ "seconds": 174.4,
380
+ "checks": 10,
381
+ "usage": {
382
+ "input_tokens": 118528,
383
+ "cache_creation_input_tokens": 0,
384
+ "cache_read_input_tokens": 420928,
385
+ "output_tokens": 17273
386
+ },
387
+ "plan": null,
388
+ "mode": "live",
389
+ "commits": [
390
+ {
391
+ "WC": [
392
+ 20000,
393
+ 25000,
394
+ 25000,
395
+ 25000
396
+ ],
397
+ "DH": 3403,
398
+ "CH": 7502,
399
+ "JPP": 4900
400
+ },
401
+ {
402
+ "WC": [
403
+ 43000,
404
+ 59900,
405
+ 59900,
406
+ 59900
407
+ ],
408
+ "DH": [
409
+ 7903,
410
+ 10100,
411
+ 10100,
412
+ 10100
413
+ ],
414
+ "CH": [
415
+ 17502,
416
+ 25300,
417
+ 25300,
418
+ 25300
419
+ ],
420
+ "JPP": [
421
+ 9900,
422
+ 14900,
423
+ 14900,
424
+ 14900
425
+ ]
426
+ },
427
+ {
428
+ "WC": 59900,
429
+ "DH": 10100,
430
+ "CH": 25300,
431
+ "JPP": 14900
432
+ },
433
+ {
434
+ "WC": 59900,
435
+ "DH": 10100,
436
+ "CH": 25300,
437
+ "JPP": 14900
438
+ },
439
+ {
440
+ "WC": 59900,
441
+ "DH": 10100,
442
+ "CH": 25300,
443
+ "JPP": 14900
444
+ },
445
+ {
446
+ "WC": 59900,
447
+ "DH": 10100,
448
+ "CH": 25300,
449
+ "JPP": 14900
450
+ }
451
+ ],
452
+ "realised_cost": 21661.149
453
+ },
454
+ {
455
+ "spec": "hf:reflection/Beam-1.0-501B-A23B:baseten@high",
456
+ "task_id": "cum-2025-02-14-00-24s-real",
457
+ "tier": "real",
458
+ "reward": 0.2261,
459
+ "rho": 0.8553,
460
+ "solved": false,
461
+ "feasible": true,
462
+ "cost": 972.126,
463
+ "opt_cost": 628.2207,
464
+ "lazy_cost": 1030.6172,
465
+ "rule_cost": 894.601,
466
+ "corps_cost": 931.8119,
467
+ "end_reason": "submitted",
468
+ "turns": 17,
469
+ "seconds": 69.7,
470
+ "checks": 11,
471
+ "usage": {
472
+ "input_tokens": 117423,
473
+ "cache_creation_input_tokens": 0,
474
+ "cache_read_input_tokens": 389504,
475
+ "output_tokens": 14198
476
+ },
477
+ "plan": null,
478
+ "mode": "live",
479
+ "commits": [
480
+ {
481
+ "WC": 8540,
482
+ "DH": 0,
483
+ "CH": 0,
484
+ "JPP": 4900
485
+ },
486
+ {
487
+ "WC": 8540,
488
+ "DH": 0,
489
+ "CH": 0,
490
+ "JPP": 4900
491
+ },
492
+ {
493
+ "WC": 8540,
494
+ "DH": 0,
495
+ "CH": 0,
496
+ "JPP": 4900
497
+ },
498
+ {
499
+ "WC": 8540,
500
+ "DH": 0,
501
+ "CH": 0,
502
+ "JPP": 4900
503
+ },
504
+ {
505
+ "WC": 8540,
506
+ "DH": 0,
507
+ "CH": 0,
508
+ "JPP": 4900
509
+ },
510
+ {
511
+ "WC": [
512
+ 26540,
513
+ 44540,
514
+ 59900,
515
+ 59900
516
+ ],
517
+ "DH": 0,
518
+ "CH": 0,
519
+ "JPP": [
520
+ 9900,
521
+ 14900,
522
+ 14900,
523
+ 14900
524
+ ]
525
+ }
526
+ ],
527
+ "realised_cost": 972.126
528
+ },
529
+ {
530
+ "spec": "hf:reflection/Beam-1.0-501B-A23B:baseten@high",
531
+ "task_id": "cum-2025-02-14-00-24s-storm-x1.5",
532
+ "tier": "storm",
533
+ "reward": 0.2255,
534
+ "rho": 0.8611,
535
+ "solved": false,
536
+ "feasible": true,
537
+ "cost": 3393.466,
538
+ "opt_cost": 2719.121,
539
+ "lazy_cost": 5105.7215,
540
+ "rule_cost": 3439.7099,
541
+ "corps_cost": null,
542
+ "end_reason": "submitted",
543
+ "turns": 16,
544
+ "seconds": 85.4,
545
+ "checks": 10,
546
+ "usage": {
547
+ "input_tokens": 111631,
548
+ "cache_creation_input_tokens": 0,
549
+ "cache_read_input_tokens": 384448,
550
+ "output_tokens": 11654
551
+ },
552
+ "plan": null,
553
+ "mode": "live",
554
+ "commits": [
555
+ {
556
+ "WC": 0,
557
+ "DH": 0,
558
+ "CH": 0,
559
+ "JPP": 0
560
+ },
561
+ {
562
+ "WC": 0,
563
+ "DH": 0,
564
+ "CH": 0,
565
+ "JPP": 0
566
+ },
567
+ {
568
+ "WC": 0,
569
+ "DH": 0,
570
+ "CH": 0,
571
+ "JPP": 0
572
+ },
573
+ {
574
+ "WC": 0,
575
+ "DH": 0,
576
+ "CH": 0,
577
+ "JPP": 0
578
+ },
579
+ {
580
+ "WC": [
581
+ 0,
582
+ 0,
583
+ 18000,
584
+ 36000
585
+ ],
586
+ "DH": [
587
+ 0,
588
+ 0,
589
+ 4500,
590
+ 9000
591
+ ],
592
+ "CH": [
593
+ 0,
594
+ 0,
595
+ 10000,
596
+ 20000
597
+ ],
598
+ "JPP": [
599
+ 0,
600
+ 0,
601
+ 5000,
602
+ 10000
603
+ ]
604
+ },
605
+ {
606
+ "WC": [
607
+ 54000,
608
+ 59900,
609
+ 59900,
610
+ 59900
611
+ ],
612
+ "DH": [
613
+ 10100,
614
+ 10100,
615
+ 10100,
616
+ 10100
617
+ ],
618
+ "CH": [
619
+ 25300,
620
+ 25300,
621
+ 25300,
622
+ 25300
623
+ ],
624
+ "JPP": [
625
+ 14900,
626
+ 14900,
627
+ 14900,
628
+ 14900
629
+ ]
630
+ }
631
+ ],
632
+ "realised_cost": 3393.466
633
+ },
634
+ {
635
+ "spec": "hf:reflection/Beam-1.0-501B-A23B:baseten@high",
636
+ "task_id": "cum-2025-02-15-00-24s-full-f0.5",
637
+ "tier": "full",
638
+ "reward": 0.2183,
639
+ "rho": 0.9447,
640
+ "solved": false,
641
+ "feasible": true,
642
+ "cost": 11120.137,
643
+ "opt_cost": 8646.5705,
644
+ "lazy_cost": 17838.3621,
645
+ "rule_cost": 11140.2691,
646
+ "corps_cost": null,
647
+ "end_reason": "submitted",
648
+ "turns": 16,
649
+ "seconds": 325.7,
650
+ "checks": 10,
651
+ "usage": {
652
+ "input_tokens": 103629,
653
+ "cache_creation_input_tokens": 0,
654
+ "cache_read_input_tokens": 419840,
655
+ "output_tokens": 18650
656
+ },
657
+ "plan": null,
658
+ "mode": "live",
659
+ "commits": [
660
+ {
661
+ "WC": [
662
+ 19190,
663
+ 37190,
664
+ 50000,
665
+ 50000
666
+ ],
667
+ "DH": [
668
+ 6170,
669
+ 7000,
670
+ 7000,
671
+ 7000
672
+ ],
673
+ "CH": [
674
+ 10594,
675
+ 10000,
676
+ 10000,
677
+ 10000
678
+ ],
679
+ "JPP": [
680
+ 9800,
681
+ 6000,
682
+ 6000,
683
+ 6000
684
+ ]
685
+ },
686
+ {
687
+ "WC": [
688
+ 32000,
689
+ 20000,
690
+ 20000,
691
+ 30000
692
+ ],
693
+ "DH": 7000,
694
+ "CH": 10000,
695
+ "JPP": 6000
696
+ },
697
+ {
698
+ "WC": [
699
+ 45000,
700
+ 50000,
701
+ 50000,
702
+ 50000
703
+ ],
704
+ "DH": 7000,
705
+ "CH": 10000,
706
+ "JPP": 6000
707
+ },
708
+ {
709
+ "WC": [
710
+ 50000,
711
+ 45000,
712
+ 40000,
713
+ 35000
714
+ ],
715
+ "DH": 7000,
716
+ "CH": 10000,
717
+ "JPP": 6000
718
+ },
719
+ {
720
+ "WC": [
721
+ 45000,
722
+ 45000,
723
+ 40000,
724
+ 35000
725
+ ],
726
+ "DH": 5000,
727
+ "CH": 8000,
728
+ "JPP": 4000
729
+ },
730
+ {
731
+ "WC": [
732
+ 45000,
733
+ 45000,
734
+ 40000,
735
+ 35000
736
+ ],
737
+ "DH": 5000,
738
+ "CH": 8000,
739
+ "JPP": 4000
740
+ }
741
+ ],
742
+ "realised_cost": 11120.137
743
+ },
744
+ {
745
+ "spec": "hf:reflection/Beam-1.0-501B-A23B:baseten@high",
746
+ "task_id": "cum-2025-02-15-00-24s-real",
747
+ "tier": "real",
748
+ "reward": 0.2286,
749
+ "rho": 0.8329,
750
+ "solved": false,
751
+ "feasible": true,
752
+ "cost": 1142.825,
753
+ "opt_cost": 671.948,
754
+ "lazy_cost": 1331.0497,
755
+ "rule_cost": 954.9348,
756
+ "corps_cost": 973.9387,
757
+ "end_reason": "submitted",
758
+ "turns": 16,
759
+ "seconds": 321.9,
760
+ "checks": 10,
761
+ "usage": {
762
+ "input_tokens": 112338,
763
+ "cache_creation_input_tokens": 0,
764
+ "cache_read_input_tokens": 427904,
765
+ "output_tokens": 17636
766
+ },
767
+ "plan": null,
768
+ "mode": "live",
769
+ "commits": [
770
+ {
771
+ "WC": 1190,
772
+ "DH": 1670,
773
+ "CH": 594,
774
+ "JPP": 4800
775
+ },
776
+ {
777
+ "WC": [
778
+ 1190,
779
+ 1190,
780
+ 10000,
781
+ 10000
782
+ ],
783
+ "DH": 1670,
784
+ "CH": 594,
785
+ "JPP": 4800
786
+ },
787
+ {
788
+ "WC": [
789
+ 10000,
790
+ 5000,
791
+ 1190,
792
+ 1190
793
+ ],
794
+ "DH": 1670,
795
+ "CH": 594,
796
+ "JPP": 4800
797
+ },
798
+ {
799
+ "WC": 1190,
800
+ "DH": 1670,
801
+ "CH": 594,
802
+ "JPP": 4800
803
+ },
804
+ {
805
+ "WC": [
806
+ 19190,
807
+ 30000,
808
+ 30000,
809
+ 20000
810
+ ],
811
+ "DH": 1670,
812
+ "CH": 594,
813
+ "JPP": 4800
814
+ },
815
+ {
816
+ "WC": [
817
+ 38000,
818
+ 56000,
819
+ 59900,
820
+ 59900
821
+ ],
822
+ "DH": 1670,
823
+ "CH": [
824
+ 10594,
825
+ 20594,
826
+ 25300,
827
+ 25300
828
+ ],
829
+ "JPP": 4800
830
+ }
831
+ ],
832
+ "realised_cost": 1142.825
833
+ },
834
+ {
835
+ "spec": "hf:reflection/Beam-1.0-501B-A23B:baseten@high",
836
+ "task_id": "cum-2025-02-15-00-24s-storm-x1.5",
837
+ "tier": "storm",
838
+ "reward": 0.2162,
839
+ "rho": 0.9749,
840
+ "solved": false,
841
+ "feasible": true,
842
+ "cost": 3443.856,
843
+ "opt_cost": 2793.2536,
844
+ "lazy_cost": 4344.4598,
845
+ "rule_cost": 3386.0768,
846
+ "corps_cost": null,
847
+ "end_reason": "submitted",
848
+ "turns": 16,
849
+ "seconds": 309.2,
850
+ "checks": 10,
851
+ "usage": {
852
+ "input_tokens": 137374,
853
+ "cache_creation_input_tokens": 0,
854
+ "cache_read_input_tokens": 606784,
855
+ "output_tokens": 33715
856
+ },
857
+ "plan": null,
858
+ "mode": "live",
859
+ "commits": [
860
+ {
861
+ "WC": 0,
862
+ "DH": 0,
863
+ "CH": 0,
864
+ "JPP": 0
865
+ },
866
+ {
867
+ "WC": 0,
868
+ "DH": 0,
869
+ "CH": 0,
870
+ "JPP": 0
871
+ },
872
+ {
873
+ "WC": [
874
+ 12000,
875
+ 24000,
876
+ 36000,
877
+ 40000
878
+ ],
879
+ "DH": 0,
880
+ "CH": 0,
881
+ "JPP": 0
882
+ },
883
+ {
884
+ "WC": [
885
+ 36000,
886
+ 32000,
887
+ 28000,
888
+ 24000
889
+ ],
890
+ "DH": 0,
891
+ "CH": 0,
892
+ "JPP": 0
893
+ },
894
+ {
895
+ "WC": [
896
+ 18000,
897
+ 12000,
898
+ 6000,
899
+ 0
900
+ ],
901
+ "DH": 0,
902
+ "CH": 0,
903
+ "JPP": [
904
+ 4000,
905
+ 3000,
906
+ 2000,
907
+ 1000
908
+ ]
909
+ },
910
+ {
911
+ "WC": [
912
+ 18000,
913
+ 24000,
914
+ 20000,
915
+ 12000
916
+ ],
917
+ "DH": 0,
918
+ "CH": 0,
919
+ "JPP": [
920
+ 4000,
921
+ 3000,
922
+ 2000,
923
+ 1000
924
+ ]
925
+ }
926
+ ],
927
+ "realised_cost": 3443.856
928
+ },
929
+ {
930
+ "spec": "hf:reflection/Beam-1.0-501B-A23B:baseten@high",
931
+ "task_id": "cum-2025-02-16-00-24s-full-f0.5",
932
+ "tier": "full",
933
+ "reward": 0.2758,
934
+ "rho": 0.5893,
935
+ "solved": false,
936
+ "feasible": true,
937
+ "cost": 7195.606,
938
+ "opt_cost": 6235.1373,
939
+ "lazy_cost": 10643.2363,
940
+ "rule_cost": 8629.9358,
941
+ "corps_cost": null,
942
+ "end_reason": "submitted",
943
+ "turns": 16,
944
+ "seconds": 345.2,
945
+ "checks": 10,
946
+ "usage": {
947
+ "input_tokens": 127274,
948
+ "cache_creation_input_tokens": 0,
949
+ "cache_read_input_tokens": 396352,
950
+ "output_tokens": 14792
951
+ },
952
+ "plan": null,
953
+ "mode": "live",
954
+ "commits": [
955
+ {
956
+ "WC": 15000,
957
+ "DH": 3000,
958
+ "CH": 7500,
959
+ "JPP": 3000
960
+ },
961
+ {
962
+ "WC": 15000,
963
+ "DH": 3000,
964
+ "CH": 7500,
965
+ "JPP": 3000
966
+ },
967
+ {
968
+ "WC": [
969
+ 33000,
970
+ 51000,
971
+ 59900,
972
+ 59900
973
+ ],
974
+ "DH": [
975
+ 7500,
976
+ 10100,
977
+ 10100,
978
+ 10100
979
+ ],
980
+ "CH": [
981
+ 17500,
982
+ 25300,
983
+ 25300,
984
+ 25300
985
+ ],
986
+ "JPP": [
987
+ 8000,
988
+ 13000,
989
+ 14900,
990
+ 14900
991
+ ]
992
+ },
993
+ {
994
+ "WC": 59900,
995
+ "DH": 10100,
996
+ "CH": 25300,
997
+ "JPP": 14900
998
+ },
999
+ {
1000
+ "WC": 59900,
1001
+ "DH": 10100,
1002
+ "CH": 25300,
1003
+ "JPP": 14900
1004
+ },
1005
+ {
1006
+ "WC": 59900,
1007
+ "DH": 10100,
1008
+ "CH": 25300,
1009
+ "JPP": 14900
1010
+ }
1011
+ ],
1012
+ "realised_cost": 7195.606
1013
+ },
1014
+ {
1015
+ "spec": "hf:reflection/Beam-1.0-501B-A23B:baseten@high",
1016
+ "task_id": "cum-2025-02-16-00-24s-real",
1017
+ "tier": "real",
1018
+ "reward": 0.2094,
1019
+ "rho": 1.1122,
1020
+ "solved": false,
1021
+ "feasible": true,
1022
+ "cost": 1269.393,
1023
+ "opt_cost": 660.6018,
1024
+ "lazy_cost": 1552.4153,
1025
+ "rule_cost": 930.228,
1026
+ "corps_cost": 976.1154,
1027
+ "end_reason": "submitted",
1028
+ "turns": 16,
1029
+ "seconds": 266.7,
1030
+ "checks": 10,
1031
+ "usage": {
1032
+ "input_tokens": 94268,
1033
+ "cache_creation_input_tokens": 0,
1034
+ "cache_read_input_tokens": 410176,
1035
+ "output_tokens": 12359
1036
+ },
1037
+ "plan": null,
1038
+ "mode": "live",
1039
+ "commits": [
1040
+ {
1041
+ "WC": [
1042
+ 6000,
1043
+ 12000,
1044
+ 18000,
1045
+ 24000
1046
+ ],
1047
+ "DH": [
1048
+ 3000,
1049
+ 5500,
1050
+ 6500,
1051
+ 6500
1052
+ ],
1053
+ "CH": [
1054
+ 6000,
1055
+ 12000,
1056
+ 16000,
1057
+ 16000
1058
+ ],
1059
+ "JPP": [
1060
+ 2000,
1061
+ 4000,
1062
+ 5000,
1063
+ 5000
1064
+ ]
1065
+ },
1066
+ {
1067
+ "WC": [
1068
+ 24000,
1069
+ 24000,
1070
+ 24000,
1071
+ 24000
1072
+ ],
1073
+ "DH": [
1074
+ 6500,
1075
+ 6500,
1076
+ 5000,
1077
+ 5000
1078
+ ],
1079
+ "CH": [
1080
+ 16000,
1081
+ 16000,
1082
+ 16000,
1083
+ 16000
1084
+ ],
1085
+ "JPP": [
1086
+ 5000,
1087
+ 5000,
1088
+ 3000,
1089
+ 3000
1090
+ ]
1091
+ },
1092
+ {
1093
+ "WC": [
1094
+ 18000,
1095
+ 18000,
1096
+ 18000,
1097
+ 18000
1098
+ ],
1099
+ "DH": [
1100
+ 5000,
1101
+ 5000,
1102
+ 3000,
1103
+ 3000
1104
+ ],
1105
+ "CH": [
1106
+ 12000,
1107
+ 12000,
1108
+ 12000,
1109
+ 12000
1110
+ ],
1111
+ "JPP": [
1112
+ 3000,
1113
+ 3000,
1114
+ 1500,
1115
+ 1500
1116
+ ]
1117
+ },
1118
+ {
1119
+ "WC": [
1120
+ 18000,
1121
+ 18000,
1122
+ 12000,
1123
+ 12000
1124
+ ],
1125
+ "DH": [
1126
+ 3000,
1127
+ 3000,
1128
+ 3000,
1129
+ 3000
1130
+ ],
1131
+ "CH": [
1132
+ 12000,
1133
+ 12000,
1134
+ 8000,
1135
+ 8000
1136
+ ],
1137
+ "JPP": [
1138
+ 1500,
1139
+ 1500,
1140
+ 1500,
1141
+ 1500
1142
+ ]
1143
+ },
1144
+ {
1145
+ "WC": [
1146
+ 12000,
1147
+ 12000,
1148
+ 12000,
1149
+ 12000
1150
+ ],
1151
+ "DH": [
1152
+ 3000,
1153
+ 3000,
1154
+ 3000,
1155
+ 3000
1156
+ ],
1157
+ "CH": [
1158
+ 8000,
1159
+ 8000,
1160
+ 8000,
1161
+ 8000
1162
+ ],
1163
+ "JPP": [
1164
+ 1500,
1165
+ 1500,
1166
+ 1500,
1167
+ 1500
1168
+ ]
1169
+ },
1170
+ {
1171
+ "WC": [
1172
+ 6000,
1173
+ 6000,
1174
+ 6000,
1175
+ 6000
1176
+ ],
1177
+ "DH": [
1178
+ 3000,
1179
+ 3000,
1180
+ 3000,
1181
+ 3000
1182
+ ],
1183
+ "CH": [
1184
+ 8000,
1185
+ 8000,
1186
+ 8000,
1187
+ 8000
1188
+ ],
1189
+ "JPP": [
1190
+ 1500,
1191
+ 1500,
1192
+ 1500,
1193
+ 1500
1194
+ ]
1195
+ }
1196
+ ],
1197
+ "realised_cost": 1269.393
1198
+ },
1199
+ {
1200
+ "spec": "hf:reflection/Beam-1.0-501B-A23B:baseten@high",
1201
+ "task_id": "cum-2025-02-16-00-24s-storm-x1.5",
1202
+ "tier": "storm",
1203
+ "reward": 0.2475,
1204
+ "rho": 0.7062,
1205
+ "solved": false,
1206
+ "feasible": true,
1207
+ "cost": 3080.012,
1208
+ "opt_cost": 2425.9007,
1209
+ "lazy_cost": 3987.141,
1210
+ "rule_cost": 2987.2826,
1211
+ "corps_cost": null,
1212
+ "end_reason": "submitted",
1213
+ "turns": 16,
1214
+ "seconds": 433.8,
1215
+ "checks": 10,
1216
+ "usage": {
1217
+ "input_tokens": 120543,
1218
+ "cache_creation_input_tokens": 0,
1219
+ "cache_read_input_tokens": 353344,
1220
+ "output_tokens": 13554
1221
+ },
1222
+ "plan": null,
1223
+ "mode": "live",
1224
+ "commits": [
1225
+ {
1226
+ "WC": 0
1227
+ },
1228
+ {
1229
+ "WC": [
1230
+ 0,
1231
+ 0,
1232
+ 0,
1233
+ 18000
1234
+ ]
1235
+ },
1236
+ {
1237
+ "WC": 20000,
1238
+ "JPP": [
1239
+ 0,
1240
+ 0,
1241
+ 5000,
1242
+ 5000
1243
+ ]
1244
+ },
1245
+ {
1246
+ "WC": 20000,
1247
+ "JPP": [
1248
+ 10000,
1249
+ 10000,
1250
+ 10000,
1251
+ 10000
1252
+ ]
1253
+ },
1254
+ {
1255
+ "WC": 20000,
1256
+ "JPP": 10000
1257
+ },
1258
+ {
1259
+ "WC": [
1260
+ 38000,
1261
+ 56000,
1262
+ 59900,
1263
+ 59900
1264
+ ],
1265
+ "JPP": 14900,
1266
+ "DH": [
1267
+ 5000,
1268
+ 9000,
1269
+ 9000,
1270
+ 9000
1271
+ ],
1272
+ "CH": 10000
1273
+ }
1274
+ ],
1275
+ "realised_cost": 3080.012
1276
+ },
1277
+ {
1278
+ "spec": "hf:reflection/Beam-1.0-501B-A23B:baseten@high",
1279
+ "task_id": "cum-2025-04-01-00-24s-full-f0.5",
1280
+ "tier": "full",
1281
+ "reward": 0.2867,
1282
+ "rho": 0.5556,
1283
+ "solved": false,
1284
+ "feasible": true,
1285
+ "cost": 5490.028,
1286
+ "opt_cost": 3570.3487,
1287
+ "lazy_cost": 4403.5674,
1288
+ "rule_cost": 4913.6607,
1289
+ "corps_cost": null,
1290
+ "end_reason": "submitted",
1291
+ "turns": 16,
1292
+ "seconds": 196.7,
1293
+ "checks": 10,
1294
+ "usage": {
1295
+ "input_tokens": 110611,
1296
+ "cache_creation_input_tokens": 0,
1297
+ "cache_read_input_tokens": 395776,
1298
+ "output_tokens": 15493
1299
+ },
1300
+ "plan": null,
1301
+ "mode": "live",
1302
+ "commits": [
1303
+ {
1304
+ "WC": 30000,
1305
+ "DH": 5500,
1306
+ "CH": 15000,
1307
+ "JPP": 6500
1308
+ },
1309
+ {
1310
+ "WC": 30000,
1311
+ "DH": 5500,
1312
+ "CH": 15000,
1313
+ "JPP": 6500
1314
+ },
1315
+ {
1316
+ "WC": [
1317
+ 40000,
1318
+ 48000,
1319
+ 55000,
1320
+ 59900
1321
+ ],
1322
+ "DH": [
1323
+ 8000,
1324
+ 9000,
1325
+ 10100,
1326
+ 10100
1327
+ ],
1328
+ "CH": [
1329
+ 18000,
1330
+ 22000,
1331
+ 25300,
1332
+ 25300
1333
+ ],
1334
+ "JPP": [
1335
+ 8000,
1336
+ 9000,
1337
+ 10000,
1338
+ 10000
1339
+ ]
1340
+ },
1341
+ {
1342
+ "WC": 50000,
1343
+ "DH": 8000,
1344
+ "CH": 20000,
1345
+ "JPP": 5000
1346
+ },
1347
+ {
1348
+ "WC": [
1349
+ 32000,
1350
+ 30000,
1351
+ 30000,
1352
+ 30000
1353
+ ],
1354
+ "DH": 5000,
1355
+ "CH": 15000,
1356
+ "JPP": 3000
1357
+ },
1358
+ {
1359
+ "WC": 30000,
1360
+ "DH": 5000,
1361
+ "CH": 15000,
1362
+ "JPP": 3000
1363
+ }
1364
+ ],
1365
+ "realised_cost": 5490.028
1366
+ },
1367
+ {
1368
+ "spec": "hf:reflection/Beam-1.0-501B-A23B:baseten@high",
1369
+ "task_id": "cum-2025-04-01-00-24s-real",
1370
+ "tier": "real",
1371
+ "reward": 0.2,
1372
+ "rho": 5.678,
1373
+ "solved": false,
1374
+ "feasible": true,
1375
+ "cost": 1577.658,
1376
+ "opt_cost": 373.6743,
1377
+ "lazy_cost": 553.0832,
1378
+ "rule_cost": 558.3402,
1379
+ "corps_cost": 600.9341,
1380
+ "end_reason": "submitted",
1381
+ "turns": 16,
1382
+ "seconds": 360.8,
1383
+ "checks": 10,
1384
+ "usage": {
1385
+ "input_tokens": 100522,
1386
+ "cache_creation_input_tokens": 0,
1387
+ "cache_read_input_tokens": 380608,
1388
+ "output_tokens": 14112
1389
+ },
1390
+ "plan": null,
1391
+ "mode": "live",
1392
+ "commits": [
1393
+ {
1394
+ "WC": 36000,
1395
+ "DH": 6000,
1396
+ "CH": 15000,
1397
+ "JPP": 6000
1398
+ },
1399
+ {
1400
+ "WC": 20000,
1401
+ "DH": 4000,
1402
+ "CH": 10000,
1403
+ "JPP": 4000
1404
+ },
1405
+ {
1406
+ "WC": 20000,
1407
+ "DH": 4000,
1408
+ "CH": 10000,
1409
+ "JPP": 4000
1410
+ },
1411
+ {
1412
+ "WC": 20000,
1413
+ "DH": 4000,
1414
+ "CH": 10000,
1415
+ "JPP": 4000
1416
+ },
1417
+ {
1418
+ "WC": 30000,
1419
+ "DH": 6000,
1420
+ "CH": 15000,
1421
+ "JPP": 8000
1422
+ },
1423
+ {
1424
+ "WC": [
1425
+ 48000,
1426
+ 59900,
1427
+ 59900,
1428
+ 59900
1429
+ ],
1430
+ "DH": [
1431
+ 9000,
1432
+ 10100,
1433
+ 10100,
1434
+ 10100
1435
+ ],
1436
+ "CH": [
1437
+ 22000,
1438
+ 25300,
1439
+ 25300,
1440
+ 25300
1441
+ ],
1442
+ "JPP": [
1443
+ 10000,
1444
+ 10000,
1445
+ 10000,
1446
+ 10000
1447
+ ]
1448
+ }
1449
+ ],
1450
+ "realised_cost": 1577.658
1451
+ },
1452
+ {
1453
+ "spec": "hf:reflection/Beam-1.0-501B-A23B:baseten@high",
1454
+ "task_id": "cum-2025-04-01-00-24s-storm-x1.5",
1455
+ "tier": "storm",
1456
+ "reward": 0.2006,
1457
+ "rho": 1.7793,
1458
+ "solved": false,
1459
+ "feasible": true,
1460
+ "cost": 1910.662,
1461
+ "opt_cost": 1021.8207,
1462
+ "lazy_cost": 2373.3728,
1463
+ "rule_cost": 1392.0341,
1464
+ "corps_cost": null,
1465
+ "end_reason": "submitted",
1466
+ "turns": 16,
1467
+ "seconds": 355.7,
1468
+ "checks": 10,
1469
+ "usage": {
1470
+ "input_tokens": 90174,
1471
+ "cache_creation_input_tokens": 0,
1472
+ "cache_read_input_tokens": 395136,
1473
+ "output_tokens": 16363
1474
+ },
1475
+ "plan": null,
1476
+ "mode": "live",
1477
+ "commits": [
1478
+ {
1479
+ "WC": 10000,
1480
+ "DH": 0,
1481
+ "CH": 4000,
1482
+ "JPP": 1000
1483
+ },
1484
+ {
1485
+ "WC": 0,
1486
+ "DH": 0,
1487
+ "CH": 0,
1488
+ "JPP": 0
1489
+ },
1490
+ {
1491
+ "WC": 0,
1492
+ "DH": 0,
1493
+ "CH": 0,
1494
+ "JPP": 0
1495
+ },
1496
+ {
1497
+ "WC": 0,
1498
+ "DH": 0,
1499
+ "CH": 0,
1500
+ "JPP": 0
1501
+ },
1502
+ {
1503
+ "WC": 0,
1504
+ "DH": 0,
1505
+ "CH": 0,
1506
+ "JPP": 0
1507
+ },
1508
+ {
1509
+ "WC": [
1510
+ 18000,
1511
+ 36000,
1512
+ 54000,
1513
+ 59900
1514
+ ],
1515
+ "DH": [
1516
+ 4500,
1517
+ 9000,
1518
+ 10100,
1519
+ 10100
1520
+ ],
1521
+ "CH": 0,
1522
+ "JPP": [
1523
+ 5000,
1524
+ 10000,
1525
+ 14900,
1526
+ 14900
1527
+ ]
1528
+ }
1529
+ ],
1530
+ "realised_cost": 1910.662
1531
+ },
1532
+ {
1533
+ "spec": "hf:reflection/Beam-1.0-501B-A23B:baseten@high",
1534
+ "task_id": "cum-2025-04-02-00-24s-full-f0.5",
1535
+ "tier": "full",
1536
+ "reward": 0.2027,
1537
+ "rho": 1.4206,
1538
+ "solved": false,
1539
+ "feasible": true,
1540
+ "cost": 11279.606,
1541
+ "opt_cost": 4138.9244,
1542
+ "lazy_cost": 5406.0046,
1543
+ "rule_cost": 5745.8198,
1544
+ "corps_cost": null,
1545
+ "end_reason": "submitted",
1546
+ "turns": 17,
1547
+ "seconds": 342.1,
1548
+ "checks": 10,
1549
+ "usage": {
1550
+ "input_tokens": 136056,
1551
+ "cache_creation_input_tokens": 0,
1552
+ "cache_read_input_tokens": 554496,
1553
+ "output_tokens": 17271
1554
+ },
1555
+ "plan": null,
1556
+ "mode": "live",
1557
+ "commits": [
1558
+ {
1559
+ "CH": [
1560
+ 15261,
1561
+ 25261,
1562
+ 25300,
1563
+ 25300
1564
+ ]
1565
+ },
1566
+ {
1567
+ "CH": [
1568
+ 15300,
1569
+ 15300,
1570
+ 15300,
1571
+ 15300
1572
+ ],
1573
+ "JPP": [
1574
+ 7350,
1575
+ 7350,
1576
+ 7350,
1577
+ 7350
1578
+ ]
1579
+ },
1580
+ {
1581
+ "WC": [
1582
+ 41140,
1583
+ 59140,
1584
+ 59900,
1585
+ 59900
1586
+ ]
1587
+ },
1588
+ {
1589
+ "WC": [
1590
+ 59900,
1591
+ 59900,
1592
+ 59900,
1593
+ 59900
1594
+ ],
1595
+ "DH": [
1596
+ 8125,
1597
+ 10100,
1598
+ 10100,
1599
+ 10100
1600
+ ],
1601
+ "CH": [
1602
+ 15300,
1603
+ 15300,
1604
+ 15300,
1605
+ 15300
1606
+ ],
1607
+ "JPP": [
1608
+ 12350,
1609
+ 14900,
1610
+ 14900,
1611
+ 14900
1612
+ ]
1613
+ },
1614
+ {
1615
+ "CH": [
1616
+ 25300,
1617
+ 25300,
1618
+ 25300,
1619
+ 25300
1620
+ ]
1621
+ },
1622
+ {
1623
+ "WC": 59900,
1624
+ "DH": 10100,
1625
+ "CH": 25300,
1626
+ "JPP": 14900
1627
+ }
1628
+ ],
1629
+ "realised_cost": 11279.606
1630
+ },
1631
+ {
1632
+ "spec": "hf:reflection/Beam-1.0-501B-A23B:baseten@high",
1633
+ "task_id": "cum-2025-04-02-00-24s-real",
1634
+ "tier": "real",
1635
+ "reward": 0.2393,
1636
+ "rho": 0.7533,
1637
+ "solved": false,
1638
+ "feasible": true,
1639
+ "cost": 4649.683,
1640
+ "opt_cost": 513.6906,
1641
+ "lazy_cost": 661.8857,
1642
+ "rule_cost": 690.74,
1643
+ "corps_cost": 757.7959,
1644
+ "end_reason": "submitted",
1645
+ "turns": 17,
1646
+ "seconds": 325.2,
1647
+ "checks": 11,
1648
+ "usage": {
1649
+ "input_tokens": 105694,
1650
+ "cache_creation_input_tokens": 0,
1651
+ "cache_read_input_tokens": 450688,
1652
+ "output_tokens": 17685
1653
+ },
1654
+ "plan": null,
1655
+ "mode": "live",
1656
+ "commits": [
1657
+ {
1658
+ "WC": 35000,
1659
+ "DH": 8000,
1660
+ "CH": 12000,
1661
+ "JPP": 7350
1662
+ },
1663
+ {
1664
+ "WC": [
1665
+ 53000,
1666
+ 59900,
1667
+ 59900,
1668
+ 59900
1669
+ ],
1670
+ "DH": 10100,
1671
+ "CH": 20000,
1672
+ "JPP": [
1673
+ 12350,
1674
+ 14900,
1675
+ 14900,
1676
+ 14900
1677
+ ]
1678
+ },
1679
+ {
1680
+ "WC": 59900,
1681
+ "DH": 10100,
1682
+ "CH": 20000,
1683
+ "JPP": 14900
1684
+ },
1685
+ {
1686
+ "WC": [
1687
+ 41900,
1688
+ 41900,
1689
+ 41900,
1690
+ 41900
1691
+ ],
1692
+ "DH": [
1693
+ 5600,
1694
+ 5600,
1695
+ 5600,
1696
+ 5600
1697
+ ],
1698
+ "CH": [
1699
+ 10000,
1700
+ 10000,
1701
+ 10000,
1702
+ 10000
1703
+ ],
1704
+ "JPP": [
1705
+ 9900,
1706
+ 9900,
1707
+ 9900,
1708
+ 9900
1709
+ ]
1710
+ },
1711
+ {
1712
+ "WC": [
1713
+ 23900,
1714
+ 5900,
1715
+ 0,
1716
+ 0
1717
+ ],
1718
+ "DH": [
1719
+ 1100,
1720
+ 0,
1721
+ 0,
1722
+ 0
1723
+ ],
1724
+ "CH": [
1725
+ 0,
1726
+ 0,
1727
+ 0,
1728
+ 0
1729
+ ],
1730
+ "JPP": [
1731
+ 4900,
1732
+ 0,
1733
+ 0,
1734
+ 0
1735
+ ]
1736
+ },
1737
+ {
1738
+ "WC": [
1739
+ 18000,
1740
+ 36000,
1741
+ 54000,
1742
+ 59900
1743
+ ],
1744
+ "DH": 0,
1745
+ "CH": 0,
1746
+ "JPP": 0
1747
+ }
1748
+ ],
1749
+ "realised_cost": 4649.683
1750
+ },
1751
+ {
1752
+ "spec": "hf:reflection/Beam-1.0-501B-A23B:baseten@high",
1753
+ "task_id": "cum-2025-04-02-00-24s-storm-x1.5",
1754
+ "tier": "storm",
1755
+ "reward": 0.2187,
1756
+ "rho": 0.9392,
1757
+ "solved": false,
1758
+ "feasible": true,
1759
+ "cost": 1736.111,
1760
+ "opt_cost": 1394.273,
1761
+ "lazy_cost": 2208.3292,
1762
+ "rule_cost": 1898.6035,
1763
+ "corps_cost": null,
1764
+ "end_reason": "submitted",
1765
+ "turns": 16,
1766
+ "seconds": 227.8,
1767
+ "checks": 10,
1768
+ "usage": {
1769
+ "input_tokens": 114007,
1770
+ "cache_creation_input_tokens": 0,
1771
+ "cache_read_input_tokens": 387136,
1772
+ "output_tokens": 16001
1773
+ },
1774
+ "plan": null,
1775
+ "mode": "live",
1776
+ "commits": [
1777
+ {
1778
+ "WC": [
1779
+ 41140,
1780
+ 28000,
1781
+ 18000,
1782
+ 12000
1783
+ ],
1784
+ "DH": [
1785
+ 8125,
1786
+ 4000,
1787
+ 3000,
1788
+ 3000
1789
+ ],
1790
+ "CH": [
1791
+ 15261,
1792
+ 8000,
1793
+ 5000,
1794
+ 3000
1795
+ ],
1796
+ "JPP": [
1797
+ 7350,
1798
+ 5000,
1799
+ 3000,
1800
+ 3000
1801
+ ]
1802
+ },
1803
+ {
1804
+ "WC": 12000,
1805
+ "DH": 3000,
1806
+ "CH": 3000,
1807
+ "JPP": 3000
1808
+ },
1809
+ {
1810
+ "WC": 12000,
1811
+ "DH": 3000,
1812
+ "CH": 3000,
1813
+ "JPP": 3000
1814
+ },
1815
+ {
1816
+ "WC": 12000,
1817
+ "DH": 3000,
1818
+ "CH": 3000,
1819
+ "JPP": 3000
1820
+ },
1821
+ {
1822
+ "WC": 12000,
1823
+ "DH": 3000,
1824
+ "CH": 3000,
1825
+ "JPP": 3000
1826
+ },
1827
+ {
1828
+ "WC": 12000,
1829
+ "DH": 3000,
1830
+ "CH": 3000,
1831
+ "JPP": 3000
1832
+ }
1833
+ ],
1834
+ "realised_cost": 1736.111
1835
+ },
1836
+ {
1837
+ "spec": "hf:reflection/Beam-1.0-501B-A23B:baseten@high",
1838
+ "task_id": "cum-2025-04-03-00-24s-full-f0.5",
1839
+ "tier": "full",
1840
+ "reward": 0.2057,
1841
+ "rho": 1.2341,
1842
+ "solved": false,
1843
+ "feasible": true,
1844
+ "cost": 5032.56,
1845
+ "opt_cost": 4329.6552,
1846
+ "lazy_cost": 5325.6166,
1847
+ "rule_cost": 6272.3496,
1848
+ "corps_cost": null,
1849
+ "end_reason": "submitted",
1850
+ "turns": 16,
1851
+ "seconds": 315.6,
1852
+ "checks": 10,
1853
+ "usage": {
1854
+ "input_tokens": 110277,
1855
+ "cache_creation_input_tokens": 0,
1856
+ "cache_read_input_tokens": 388544,
1857
+ "output_tokens": 16389
1858
+ },
1859
+ "plan": null,
1860
+ "mode": "live",
1861
+ "commits": [
1862
+ {
1863
+ "CH": [
1864
+ 11068,
1865
+ 11068,
1866
+ 21068,
1867
+ 14000
1868
+ ],
1869
+ "DH": [
1870
+ 3043,
1871
+ 3043,
1872
+ 7543,
1873
+ 5000
1874
+ ],
1875
+ "JPP": [
1876
+ 4700,
1877
+ 4700,
1878
+ 9700,
1879
+ 9000
1880
+ ],
1881
+ "WC": [
1882
+ 23140,
1883
+ 23140,
1884
+ 41140,
1885
+ 35000
1886
+ ]
1887
+ },
1888
+ {
1889
+ "CH": 14000,
1890
+ "DH": 5000,
1891
+ "JPP": 9000,
1892
+ "WC": 35000
1893
+ },
1894
+ {
1895
+ "CH": 14000,
1896
+ "DH": 5000,
1897
+ "JPP": 9000,
1898
+ "WC": 35000
1899
+ },
1900
+ {
1901
+ "CH": 14000,
1902
+ "DH": 5000,
1903
+ "JPP": 9000,
1904
+ "WC": 35000
1905
+ },
1906
+ {
1907
+ "CH": [
1908
+ 20000,
1909
+ 20000,
1910
+ 14000,
1911
+ 14000
1912
+ ],
1913
+ "DH": [
1914
+ 8000,
1915
+ 8000,
1916
+ 8000,
1917
+ 8000
1918
+ ],
1919
+ "JPP": [
1920
+ 12000,
1921
+ 12000,
1922
+ 9000,
1923
+ 9000
1924
+ ],
1925
+ "WC": [
1926
+ 45000,
1927
+ 45000,
1928
+ 45000,
1929
+ 45000
1930
+ ]
1931
+ },
1932
+ {
1933
+ "CH": [
1934
+ 18000,
1935
+ 18000,
1936
+ 14000,
1937
+ 14000
1938
+ ],
1939
+ "DH": [
1940
+ 10100,
1941
+ 10100,
1942
+ 9000,
1943
+ 8000
1944
+ ],
1945
+ "JPP": [
1946
+ 12000,
1947
+ 12000,
1948
+ 10000,
1949
+ 9000
1950
+ ],
1951
+ "WC": [
1952
+ 55000,
1953
+ 55000,
1954
+ 50000,
1955
+ 45000
1956
+ ]
1957
+ }
1958
+ ],
1959
+ "realised_cost": 5032.56
1960
+ },
1961
+ {
1962
+ "spec": "hf:reflection/Beam-1.0-501B-A23B:baseten@high",
1963
+ "task_id": "cum-2025-04-03-00-24s-real",
1964
+ "tier": "real",
1965
+ "reward": 0.208,
1966
+ "rho": 1.1499,
1967
+ "solved": false,
1968
+ "feasible": true,
1969
+ "cost": 872.95,
1970
+ "opt_cost": 554.7052,
1971
+ "lazy_cost": 700.7928,
1972
+ "rule_cost": 742.7371,
1973
+ "corps_cost": 796.3023,
1974
+ "end_reason": "submitted",
1975
+ "turns": 16,
1976
+ "seconds": 167.4,
1977
+ "checks": 10,
1978
+ "usage": {
1979
+ "input_tokens": 108781,
1980
+ "cache_creation_input_tokens": 0,
1981
+ "cache_read_input_tokens": 384448,
1982
+ "output_tokens": 13606
1983
+ },
1984
+ "plan": null,
1985
+ "mode": "live",
1986
+ "commits": [
1987
+ {
1988
+ "WC": 18000,
1989
+ "DH": 2000,
1990
+ "CH": 9000,
1991
+ "JPP": 3500
1992
+ },
1993
+ {
1994
+ "WC": [
1995
+ 24000,
1996
+ 28000,
1997
+ 32000,
1998
+ 36000
1999
+ ],
2000
+ "DH": [
2001
+ 3000,
2002
+ 3500,
2003
+ 4000,
2004
+ 4500
2005
+ ],
2006
+ "CH": [
2007
+ 10000,
2008
+ 11000,
2009
+ 12000,
2010
+ 13000
2011
+ ],
2012
+ "JPP": [
2013
+ 4000,
2014
+ 4500,
2015
+ 5000,
2016
+ 5500
2017
+ ]
2018
+ },
2019
+ {
2020
+ "WC": 36000,
2021
+ "DH": 4500,
2022
+ "CH": 13000,
2023
+ "JPP": 5500
2024
+ },
2025
+ {
2026
+ "WC": 36000,
2027
+ "DH": 4500,
2028
+ "CH": 13000,
2029
+ "JPP": 5500
2030
+ },
2031
+ {
2032
+ "WC": 36000,
2033
+ "DH": 4500,
2034
+ "CH": 13000,
2035
+ "JPP": 5500
2036
+ },
2037
+ {
2038
+ "WC": 45000,
2039
+ "DH": 6000,
2040
+ "CH": 16000,
2041
+ "JPP": 9000
2042
+ }
2043
+ ],
2044
+ "realised_cost": 872.95
2045
+ },
2046
+ {
2047
+ "spec": "hf:reflection/Beam-1.0-501B-A23B:baseten@high",
2048
+ "task_id": "cum-2025-04-03-00-24s-storm-x1.5",
2049
+ "tier": "storm",
2050
+ "reward": 0.2679,
2051
+ "rho": 0.6165,
2052
+ "solved": false,
2053
+ "feasible": true,
2054
+ "cost": 1841.04,
2055
+ "opt_cost": 1525.7456,
2056
+ "lazy_cost": 2800.8188,
2057
+ "rule_cost": 2029.248,
2058
+ "corps_cost": null,
2059
+ "end_reason": "submitted",
2060
+ "turns": 17,
2061
+ "seconds": 361.2,
2062
+ "checks": 11,
2063
+ "usage": {
2064
+ "input_tokens": 102698,
2065
+ "cache_creation_input_tokens": 0,
2066
+ "cache_read_input_tokens": 394816,
2067
+ "output_tokens": 11266
2068
+ },
2069
+ "plan": null,
2070
+ "mode": "live",
2071
+ "commits": [
2072
+ {
2073
+ "WC": 11570,
2074
+ "DH": 913,
2075
+ "CH": 3320,
2076
+ "JPP": 2350
2077
+ },
2078
+ {
2079
+ "WC": 11570,
2080
+ "DH": 913,
2081
+ "CH": 3320,
2082
+ "JPP": 2350
2083
+ },
2084
+ {
2085
+ "WC": 11570,
2086
+ "DH": 913,
2087
+ "CH": 3320,
2088
+ "JPP": 2350
2089
+ },
2090
+ {
2091
+ "WC": 11570,
2092
+ "DH": 913,
2093
+ "CH": 3320,
2094
+ "JPP": 2350
2095
+ },
2096
+ {
2097
+ "WC": 11570,
2098
+ "DH": 913,
2099
+ "CH": 3320,
2100
+ "JPP": 2350
2101
+ },
2102
+ {
2103
+ "WC": 29570,
2104
+ "DH": 5413,
2105
+ "CH": 13320,
2106
+ "JPP": 7350
2107
+ }
2108
+ ],
2109
+ "realised_cost": 1841.04
2110
+ },
2111
+ {
2112
+ "spec": "hf:reflection/Beam-1.0-501B-A23B:baseten@high",
2113
+ "task_id": "cum-2025-04-04-00-24s-full-f0.5",
2114
+ "tier": "full",
2115
+ "reward": 0.2138,
2116
+ "rho": 1.0158,
2117
+ "solved": false,
2118
+ "feasible": true,
2119
+ "cost": 4305.951,
2120
+ "opt_cost": 3782.0722,
2121
+ "lazy_cost": 4815.0036,
2122
+ "rule_cost": 5531.1082,
2123
+ "corps_cost": null,
2124
+ "end_reason": "submitted",
2125
+ "turns": 16,
2126
+ "seconds": 336.7,
2127
+ "checks": 10,
2128
+ "usage": {
2129
+ "input_tokens": 125404,
2130
+ "cache_creation_input_tokens": 0,
2131
+ "cache_read_input_tokens": 486400,
2132
+ "output_tokens": 28503
2133
+ },
2134
+ "plan": null,
2135
+ "mode": "live",
2136
+ "commits": [
2137
+ {
2138
+ "WC": [
2139
+ 30000.0,
2140
+ 32000.0,
2141
+ 34000.0,
2142
+ 34000.0
2143
+ ],
2144
+ "DH": [
2145
+ 2500.0,
2146
+ 2800.0,
2147
+ 3000.0,
2148
+ 3000.0
2149
+ ],
2150
+ "CH": [
2151
+ 13500.0,
2152
+ 14500.0,
2153
+ 15500.0,
2154
+ 15500.0
2155
+ ],
2156
+ "JPP": [
2157
+ 5500.0,
2158
+ 6500.0,
2159
+ 7000.0,
2160
+ 7000.0
2161
+ ]
2162
+ },
2163
+ {
2164
+ "WC": [
2165
+ 32000.0,
2166
+ 32000.0,
2167
+ 30000.0,
2168
+ 30000.0
2169
+ ],
2170
+ "DH": [
2171
+ 3000.0,
2172
+ 3000.0,
2173
+ 3000.0,
2174
+ 4000.0
2175
+ ],
2176
+ "CH": [
2177
+ 15500.0,
2178
+ 15500.0,
2179
+ 15500.0,
2180
+ 17000.0
2181
+ ],
2182
+ "JPP": [
2183
+ 7000.0,
2184
+ 7000.0,
2185
+ 8000.0,
2186
+ 8000.0
2187
+ ]
2188
+ },
2189
+ {
2190
+ "WC": [
2191
+ 27000.0,
2192
+ 27000.0,
2193
+ 30000.0,
2194
+ 30000.0
2195
+ ],
2196
+ "DH": [
2197
+ 4000.0,
2198
+ 5000.0,
2199
+ 5000.0,
2200
+ 4500.0
2201
+ ],
2202
+ "CH": [
2203
+ 19000.0,
2204
+ 20000.0,
2205
+ 20000.0,
2206
+ 20000.0
2207
+ ],
2208
+ "JPP": [
2209
+ 10000.0,
2210
+ 10000.0,
2211
+ 10000.0,
2212
+ 9000.0
2213
+ ]
2214
+ },
2215
+ {
2216
+ "WC": [
2217
+ 32000.0,
2218
+ 32000.0,
2219
+ 30000.0,
2220
+ 30000.0
2221
+ ],
2222
+ "DH": [
2223
+ 4500.0,
2224
+ 3500.0,
2225
+ 3500.0,
2226
+ 3000.0
2227
+ ],
2228
+ "CH": [
2229
+ 19000.0,
2230
+ 19000.0,
2231
+ 17000.0,
2232
+ 17000.0
2233
+ ],
2234
+ "JPP": [
2235
+ 9000.0,
2236
+ 7500.0,
2237
+ 7500.0,
2238
+ 6000.0
2239
+ ]
2240
+ },
2241
+ {
2242
+ "WC": [
2243
+ 36000.0,
2244
+ 36000.0,
2245
+ 34000.0,
2246
+ 32000.0
2247
+ ],
2248
+ "DH": [
2249
+ 4000.0,
2250
+ 4000.0,
2251
+ 3500.0,
2252
+ 3500.0
2253
+ ],
2254
+ "CH": [
2255
+ 22000.0,
2256
+ 22000.0,
2257
+ 20000.0,
2258
+ 19000.0
2259
+ ],
2260
+ "JPP": [
2261
+ 9000.0,
2262
+ 9000.0,
2263
+ 8000.0,
2264
+ 7500.0
2265
+ ]
2266
+ },
2267
+ {
2268
+ "WC": [
2269
+ 36000.0,
2270
+ 34000.0,
2271
+ 32000.0,
2272
+ 30000.0
2273
+ ],
2274
+ "DH": [
2275
+ 5000.0,
2276
+ 5000.0,
2277
+ 4500.0,
2278
+ 4000.0
2279
+ ],
2280
+ "CH": [
2281
+ 22000.0,
2282
+ 21000.0,
2283
+ 20000.0,
2284
+ 19000.0
2285
+ ],
2286
+ "JPP": [
2287
+ 9000.0,
2288
+ 8500.0,
2289
+ 8000.0,
2290
+ 7500.0
2291
+ ]
2292
+ }
2293
+ ],
2294
+ "realised_cost": 4305.951
2295
+ },
2296
+ {
2297
+ "spec": "hf:reflection/Beam-1.0-501B-A23B:baseten@high",
2298
+ "task_id": "cum-2025-04-04-00-24s-real",
2299
+ "tier": "real",
2300
+ "reward": 0.2035,
2301
+ "rho": 1.3556,
2302
+ "solved": false,
2303
+ "feasible": true,
2304
+ "cost": 644.608,
2305
+ "opt_cost": 547.637,
2306
+ "lazy_cost": 680.8437,
2307
+ "rule_cost": 713.4064,
2308
+ "corps_cost": 740.5567,
2309
+ "end_reason": "submitted",
2310
+ "turns": 16,
2311
+ "seconds": 337.7,
2312
+ "checks": 10,
2313
+ "usage": {
2314
+ "input_tokens": 107958,
2315
+ "cache_creation_input_tokens": 0,
2316
+ "cache_read_input_tokens": 384320,
2317
+ "output_tokens": 12566
2318
+ },
2319
+ "plan": null,
2320
+ "mode": "live",
2321
+ "commits": [
2322
+ {
2323
+ "WC": 23292,
2324
+ "DH": 2262,
2325
+ "CH": 12170,
2326
+ "JPP": 4900
2327
+ },
2328
+ {
2329
+ "WC": 23292,
2330
+ "DH": 2262,
2331
+ "CH": 12170,
2332
+ "JPP": 4900
2333
+ },
2334
+ {
2335
+ "WC": 30000,
2336
+ "DH": 5000,
2337
+ "CH": 16000,
2338
+ "JPP": 7000
2339
+ },
2340
+ {
2341
+ "WC": 30000,
2342
+ "DH": 5000,
2343
+ "CH": 16000,
2344
+ "JPP": 7000
2345
+ },
2346
+ {
2347
+ "WC": 30000,
2348
+ "DH": 5000,
2349
+ "CH": 16000,
2350
+ "JPP": 7000
2351
+ },
2352
+ {
2353
+ "WC": 30000,
2354
+ "DH": 5000,
2355
+ "CH": 16000,
2356
+ "JPP": 7000
2357
+ }
2358
+ ],
2359
+ "realised_cost": 644.608
2360
+ },
2361
+ {
2362
+ "spec": "hf:reflection/Beam-1.0-501B-A23B:baseten@high",
2363
+ "task_id": "cum-2025-04-04-00-24s-storm-x1.5",
2364
+ "tier": "storm",
2365
+ "reward": 0.5066,
2366
+ "rho": 0.2398,
2367
+ "solved": false,
2368
+ "feasible": true,
2369
+ "cost": 1897.927,
2370
+ "opt_cost": 1384.6203,
2371
+ "lazy_cost": 2660.8184,
2372
+ "rule_cost": 1846.8398,
2373
+ "corps_cost": null,
2374
+ "end_reason": "submitted",
2375
+ "turns": 16,
2376
+ "seconds": 336.2,
2377
+ "checks": 10,
2378
+ "usage": {
2379
+ "input_tokens": 111743,
2380
+ "cache_creation_input_tokens": 0,
2381
+ "cache_read_input_tokens": 409728,
2382
+ "output_tokens": 16465
2383
+ },
2384
+ "plan": null,
2385
+ "mode": "live",
2386
+ "commits": [
2387
+ {
2388
+ "WC": [
2389
+ 5292,
2390
+ 0,
2391
+ 0,
2392
+ 0
2393
+ ],
2394
+ "DH": [
2395
+ 0,
2396
+ 0,
2397
+ 0,
2398
+ 0
2399
+ ],
2400
+ "CH": [
2401
+ 2170,
2402
+ 0,
2403
+ 0,
2404
+ 0
2405
+ ],
2406
+ "JPP": [
2407
+ 4900,
2408
+ 4900,
2409
+ 4900,
2410
+ 4900
2411
+ ]
2412
+ },
2413
+ {
2414
+ "WC": [
2415
+ 18000,
2416
+ 18000,
2417
+ 18000,
2418
+ 18000
2419
+ ],
2420
+ "DH": [
2421
+ 4500,
2422
+ 9000,
2423
+ 9000,
2424
+ 9000
2425
+ ],
2426
+ "CH": [
2427
+ 0,
2428
+ 0,
2429
+ 0,
2430
+ 0
2431
+ ],
2432
+ "JPP": [
2433
+ 0,
2434
+ 0,
2435
+ 0,
2436
+ 0
2437
+ ]
2438
+ },
2439
+ {
2440
+ "WC": [
2441
+ 0,
2442
+ 0,
2443
+ 0,
2444
+ 0
2445
+ ],
2446
+ "DH": [
2447
+ 4500,
2448
+ 0,
2449
+ 0,
2450
+ 0
2451
+ ],
2452
+ "CH": [
2453
+ 0,
2454
+ 0,
2455
+ 0,
2456
+ 0
2457
+ ],
2458
+ "JPP": [
2459
+ 0,
2460
+ 0,
2461
+ 0,
2462
+ 0
2463
+ ]
2464
+ },
2465
+ {
2466
+ "WC": [
2467
+ 18000,
2468
+ 36000,
2469
+ 54000,
2470
+ 59900
2471
+ ],
2472
+ "DH": [
2473
+ 4500,
2474
+ 9000,
2475
+ 10100,
2476
+ 10100
2477
+ ],
2478
+ "CH": [
2479
+ 10000,
2480
+ 20000,
2481
+ 25300,
2482
+ 25300
2483
+ ],
2484
+ "JPP": [
2485
+ 5000,
2486
+ 10000,
2487
+ 14900,
2488
+ 14900
2489
+ ]
2490
+ },
2491
+ {
2492
+ "WC": [
2493
+ 41900,
2494
+ 23900,
2495
+ 5900,
2496
+ 0
2497
+ ],
2498
+ "DH": [
2499
+ 5600,
2500
+ 1100,
2501
+ 0,
2502
+ 0
2503
+ ],
2504
+ "CH": [
2505
+ 15300,
2506
+ 5300,
2507
+ 0,
2508
+ 0
2509
+ ],
2510
+ "JPP": [
2511
+ 9900,
2512
+ 4900,
2513
+ 0,
2514
+ 0
2515
+ ]
2516
+ },
2517
+ {
2518
+ "WC": [
2519
+ 18000,
2520
+ 36000,
2521
+ 54000,
2522
+ 59900
2523
+ ],
2524
+ "DH": [
2525
+ 4500,
2526
+ 9000,
2527
+ 10100,
2528
+ 10100
2529
+ ],
2530
+ "CH": [
2531
+ 10000,
2532
+ 20000,
2533
+ 25300,
2534
+ 25300
2535
+ ],
2536
+ "JPP": [
2537
+ 5000,
2538
+ 10000,
2539
+ 14900,
2540
+ 14900
2541
+ ]
2542
+ }
2543
+ ],
2544
+ "realised_cost": 1897.927
2545
+ }
2546
+ ]
2547
+ }
runs/live-baselines-24h.md ADDED
@@ -0,0 +1,9 @@
 
 
 
 
 
 
 
 
 
 
1
+ # Live-mode policies, 24 tasks, 24-hour blocks
2
+
3
+ | policy | mean reward | real | storm | full | median rho | realised cost (mean) |
4
+ |---|---:|---:|---:|---:|---:|---:|
5
+ | stochastic | **1.000** | 1.000 | 1.000 | 1.000 | 0.000 | 3,071 |
6
+ | mean | **0.552** | 0.517 | 0.504 | 0.636 | 0.192 | 3,011 |
7
+ | median_member | **0.444** | 0.462 | 0.368 | 0.503 | 0.291 | 3,115 |
8
+ | truth | **0.570** | 0.521 | 0.575 | 0.614 | 0.179 | 2,932 |
9
+ | hold | **0.215** | 0.215 | 0.215 | 0.215 | 1.000 | 14,791 |
runs/pilot-opus-cli/board.md ADDED
@@ -0,0 +1,5 @@
 
 
 
 
 
 
1
+ # pilot-opus-cli
2
+
3
+ | model | n | mean reward (95% CI) | real | storm | full | feasible | solved | beat rule | median rho | no submit | out tokens/ep |
4
+ |---|---:|---|---:|---:|---:|---:|---:|---:|---:|---:|---:|
5
+ | claude-cli:claude-opus-5-5@high | 1 | **0.846** (0.846-0.846) | 0.846 | - | - | 1 | 0 | 1 | 0.053 | 0 | 62,900 |
runs/pilot-opus-cli/index.json ADDED
@@ -0,0 +1,224 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "run": "pilot-opus-cli",
3
+ "episodes": [
4
+ {
5
+ "spec": "claude-cli:claude-opus-5-5@high",
6
+ "task_id": "cum-2025-04-02-00-24s-real",
7
+ "tier": "real",
8
+ "reward": 0.8464,
9
+ "rho": 0.0533,
10
+ "solved": false,
11
+ "feasible": true,
12
+ "cost": 521.586,
13
+ "opt_cost": 513.6906,
14
+ "lazy_cost": 661.8857,
15
+ "rule_cost": 690.74,
16
+ "corps_cost": 757.7959,
17
+ "end_reason": "submitted",
18
+ "turns": 5,
19
+ "seconds": 603.3,
20
+ "checks": 3,
21
+ "usage": {
22
+ "input_tokens": 10,
23
+ "cache_creation_input_tokens": 71928,
24
+ "cache_read_input_tokens": 191882,
25
+ "output_tokens": 62900
26
+ },
27
+ "plan": [
28
+ {
29
+ "dam": "WC",
30
+ "from": 0,
31
+ "cfs": 29700
32
+ },
33
+ {
34
+ "dam": "WC",
35
+ "from": 1,
36
+ "cfs": 29900
37
+ },
38
+ {
39
+ "dam": "WC",
40
+ "from": 3,
41
+ "cfs": 29600
42
+ },
43
+ {
44
+ "dam": "WC",
45
+ "from": 4,
46
+ "cfs": 24826
47
+ },
48
+ {
49
+ "dam": "WC",
50
+ "from": 5,
51
+ "cfs": 9630
52
+ },
53
+ {
54
+ "dam": "WC",
55
+ "from": 7,
56
+ "cfs": 9600
57
+ },
58
+ {
59
+ "dam": "WC",
60
+ "from": 8,
61
+ "cfs": 17411
62
+ },
63
+ {
64
+ "dam": "WC",
65
+ "from": 9,
66
+ "cfs": 11140
67
+ },
68
+ {
69
+ "dam": "WC",
70
+ "from": 10,
71
+ "cfs": 20000
72
+ },
73
+ {
74
+ "dam": "WC",
75
+ "from": 11,
76
+ "cfs": 24215
77
+ },
78
+ {
79
+ "dam": "WC",
80
+ "from": 12,
81
+ "cfs": 28781
82
+ },
83
+ {
84
+ "dam": "WC",
85
+ "from": 13,
86
+ "cfs": 27195
87
+ },
88
+ {
89
+ "dam": "WC",
90
+ "from": 14,
91
+ "cfs": 28051
92
+ },
93
+ {
94
+ "dam": "WC",
95
+ "from": 15,
96
+ "cfs": 22844
97
+ },
98
+ {
99
+ "dam": "WC",
100
+ "from": 16,
101
+ "cfs": 20000
102
+ },
103
+ {
104
+ "dam": "WC",
105
+ "from": 17,
106
+ "cfs": 22299
107
+ },
108
+ {
109
+ "dam": "WC",
110
+ "from": 18,
111
+ "cfs": 24495
112
+ },
113
+ {
114
+ "dam": "WC",
115
+ "from": 19,
116
+ "cfs": 30000
117
+ },
118
+ {
119
+ "dam": "WC",
120
+ "from": 20,
121
+ "cfs": 26892
122
+ },
123
+ {
124
+ "dam": "WC",
125
+ "from": 21,
126
+ "cfs": 29120
127
+ },
128
+ {
129
+ "dam": "WC",
130
+ "from": 22,
131
+ "cfs": 30300
132
+ },
133
+ {
134
+ "dam": "WC",
135
+ "from": 23,
136
+ "cfs": 48300
137
+ },
138
+ {
139
+ "dam": "DH",
140
+ "from": 0,
141
+ "cfs": 8125
142
+ },
143
+ {
144
+ "dam": "DH",
145
+ "from": 1,
146
+ "cfs": 10100
147
+ },
148
+ {
149
+ "dam": "DH",
150
+ "from": 12,
151
+ "cfs": 6700
152
+ },
153
+ {
154
+ "dam": "DH",
155
+ "from": 13,
156
+ "cfs": 2200
157
+ },
158
+ {
159
+ "dam": "DH",
160
+ "from": 14,
161
+ "cfs": 0
162
+ },
163
+ {
164
+ "dam": "DH",
165
+ "from": 22,
166
+ "cfs": 3392
167
+ },
168
+ {
169
+ "dam": "DH",
170
+ "from": 23,
171
+ "cfs": 0
172
+ },
173
+ {
174
+ "dam": "JPP",
175
+ "from": 0,
176
+ "cfs": 7350
177
+ },
178
+ {
179
+ "dam": "JPP",
180
+ "from": 1,
181
+ "cfs": 12350
182
+ },
183
+ {
184
+ "dam": "JPP",
185
+ "from": 2,
186
+ "cfs": 14900
187
+ },
188
+ {
189
+ "dam": "JPP",
190
+ "from": 12,
191
+ "cfs": 14800
192
+ },
193
+ {
194
+ "dam": "JPP",
195
+ "from": 13,
196
+ "cfs": 9900
197
+ },
198
+ {
199
+ "dam": "JPP",
200
+ "from": 14,
201
+ "cfs": 4900
202
+ },
203
+ {
204
+ "dam": "JPP",
205
+ "from": 15,
206
+ "cfs": 0
207
+ },
208
+ {
209
+ "dam": "CH",
210
+ "from": 0,
211
+ "cfs": 11500
212
+ },
213
+ {
214
+ "dam": "CH",
215
+ "from": 1,
216
+ "cfs": 5507
217
+ }
218
+ ],
219
+ "mode": "plan",
220
+ "commits": [],
221
+ "realised_cost": null
222
+ }
223
+ ]
224
+ }
tasks/flood-v1-sample/manifest.json ADDED
@@ -0,0 +1,181 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "pack": "flood-v1-sample",
3
+ "basin": "cumberland",
4
+ "horizon_steps": 24,
5
+ "events": {
6
+ "feb2025": 172,
7
+ "apr2025": 360
8
+ },
9
+ "n": 24,
10
+ "sha256": "82b0319a3aad5dc9a85811f2c52d43084796fb632953646ab17004587be08844",
11
+ "tasks": [
12
+ {
13
+ "task_id": "cum-2025-02-13-00-24s-real",
14
+ "split": "eval",
15
+ "tier": "real",
16
+ "opt_cost": 560.0351,
17
+ "lazy_cost": 900.4755
18
+ },
19
+ {
20
+ "task_id": "cum-2025-02-13-00-24s-storm-x1.5",
21
+ "split": "eval",
22
+ "tier": "storm",
23
+ "opt_cost": 2874.271,
24
+ "lazy_cost": 6843.3369
25
+ },
26
+ {
27
+ "task_id": "cum-2025-02-13-00-24s-full-f0.5",
28
+ "split": "eval",
29
+ "tier": "full",
30
+ "opt_cost": 9753.6071,
31
+ "lazy_cost": 19679.9947
32
+ },
33
+ {
34
+ "task_id": "cum-2025-02-14-00-24s-real",
35
+ "split": "eval",
36
+ "tier": "real",
37
+ "opt_cost": 628.2207,
38
+ "lazy_cost": 1030.6172
39
+ },
40
+ {
41
+ "task_id": "cum-2025-02-14-00-24s-storm-x1.5",
42
+ "split": "eval",
43
+ "tier": "storm",
44
+ "opt_cost": 2719.121,
45
+ "lazy_cost": 5105.7215
46
+ },
47
+ {
48
+ "task_id": "cum-2025-02-14-00-24s-full-f0.5",
49
+ "split": "eval",
50
+ "tier": "full",
51
+ "opt_cost": 9268.5621,
52
+ "lazy_cost": 19084.7472
53
+ },
54
+ {
55
+ "task_id": "cum-2025-02-15-00-24s-real",
56
+ "split": "eval",
57
+ "tier": "real",
58
+ "opt_cost": 671.948,
59
+ "lazy_cost": 1331.0497
60
+ },
61
+ {
62
+ "task_id": "cum-2025-02-15-00-24s-storm-x1.5",
63
+ "split": "eval",
64
+ "tier": "storm",
65
+ "opt_cost": 2793.2536,
66
+ "lazy_cost": 4344.4598
67
+ },
68
+ {
69
+ "task_id": "cum-2025-02-15-00-24s-full-f0.5",
70
+ "split": "eval",
71
+ "tier": "full",
72
+ "opt_cost": 8646.5705,
73
+ "lazy_cost": 17838.3621
74
+ },
75
+ {
76
+ "task_id": "cum-2025-02-16-00-24s-real",
77
+ "split": "eval",
78
+ "tier": "real",
79
+ "opt_cost": 660.6018,
80
+ "lazy_cost": 1552.4153
81
+ },
82
+ {
83
+ "task_id": "cum-2025-02-16-00-24s-storm-x1.5",
84
+ "split": "eval",
85
+ "tier": "storm",
86
+ "opt_cost": 2425.9007,
87
+ "lazy_cost": 3987.141
88
+ },
89
+ {
90
+ "task_id": "cum-2025-02-16-00-24s-full-f0.5",
91
+ "split": "eval",
92
+ "tier": "full",
93
+ "opt_cost": 6235.1373,
94
+ "lazy_cost": 10643.2363
95
+ },
96
+ {
97
+ "task_id": "cum-2025-04-01-00-24s-real",
98
+ "split": "eval",
99
+ "tier": "real",
100
+ "opt_cost": 373.6743,
101
+ "lazy_cost": 553.0832
102
+ },
103
+ {
104
+ "task_id": "cum-2025-04-01-00-24s-storm-x1.5",
105
+ "split": "eval",
106
+ "tier": "storm",
107
+ "opt_cost": 1021.8207,
108
+ "lazy_cost": 2373.3728
109
+ },
110
+ {
111
+ "task_id": "cum-2025-04-01-00-24s-full-f0.5",
112
+ "split": "eval",
113
+ "tier": "full",
114
+ "opt_cost": 3570.3487,
115
+ "lazy_cost": 4403.5674
116
+ },
117
+ {
118
+ "task_id": "cum-2025-04-02-00-24s-real",
119
+ "split": "eval",
120
+ "tier": "real",
121
+ "opt_cost": 513.6906,
122
+ "lazy_cost": 661.8857
123
+ },
124
+ {
125
+ "task_id": "cum-2025-04-02-00-24s-storm-x1.5",
126
+ "split": "eval",
127
+ "tier": "storm",
128
+ "opt_cost": 1394.273,
129
+ "lazy_cost": 2208.3292
130
+ },
131
+ {
132
+ "task_id": "cum-2025-04-02-00-24s-full-f0.5",
133
+ "split": "eval",
134
+ "tier": "full",
135
+ "opt_cost": 4138.9244,
136
+ "lazy_cost": 5406.0046
137
+ },
138
+ {
139
+ "task_id": "cum-2025-04-03-00-24s-real",
140
+ "split": "eval",
141
+ "tier": "real",
142
+ "opt_cost": 554.7052,
143
+ "lazy_cost": 700.7928
144
+ },
145
+ {
146
+ "task_id": "cum-2025-04-03-00-24s-storm-x1.5",
147
+ "split": "eval",
148
+ "tier": "storm",
149
+ "opt_cost": 1525.7456,
150
+ "lazy_cost": 2800.8188
151
+ },
152
+ {
153
+ "task_id": "cum-2025-04-03-00-24s-full-f0.5",
154
+ "split": "eval",
155
+ "tier": "full",
156
+ "opt_cost": 4329.6552,
157
+ "lazy_cost": 5325.6166
158
+ },
159
+ {
160
+ "task_id": "cum-2025-04-04-00-24s-real",
161
+ "split": "eval",
162
+ "tier": "real",
163
+ "opt_cost": 547.637,
164
+ "lazy_cost": 680.8437
165
+ },
166
+ {
167
+ "task_id": "cum-2025-04-04-00-24s-storm-x1.5",
168
+ "split": "eval",
169
+ "tier": "storm",
170
+ "opt_cost": 1384.6203,
171
+ "lazy_cost": 2660.8184
172
+ },
173
+ {
174
+ "task_id": "cum-2025-04-04-00-24s-full-f0.5",
175
+ "split": "eval",
176
+ "tier": "full",
177
+ "opt_cost": 3782.0722,
178
+ "lazy_cost": 4815.0036
179
+ }
180
+ ]
181
+ }
tasks/flood-v1-sample/tasks.jsonl ADDED
The diff for this file is too large to render. See raw diff