initial publish: 95 rows
Browse files- README.md +96 -0
- data/leaderboard.jsonl +95 -0
- leaderboard.csv +96 -0
README.md
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---
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license: cc-by-4.0
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pretty_name: LeanZero Agentic Benchmarks
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language:
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- en
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tags:
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- benchmark
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- leaderboard
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- agents
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- code-generation
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- llm-evaluation
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- atlassian-forge
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size_categories:
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- n<1K
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configs:
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- config_name: default
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data_files:
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- split: train
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path: data/leaderboard.jsonl
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---
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# LeanZero Agentic Benchmarks
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Aggregated results of LeanZero's agentic coding benchmarks, exactly as ranked on
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[leanzero.net/agentic-benchmarks](https://leanzero.net/agentic-benchmarks). One row per model per published benchmark run
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(a Forge 2.0 cloud baseline row covers its independent builds). Synced automatically from the site's data; the site is
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the source of truth and every row links back to its run page there, with the checks, screenshots, video and cost.
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Leaderboard view: [Mihai-LeanZero/leanzero-agentic-leaderboard](https://huggingface.co/spaces/Mihai-LeanZero/leanzero-agentic-leaderboard).
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Current contents: 95 rows (Gauntlet 7.2: 37, Forge 2.0: 27, Forge 1.0: 31).
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## The benchmarks
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The descriptions below are the site's own wording.
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**Gauntlet** ([board](https://leanzero.net/agentic-benchmarks), [methodology](https://leanzero.net/agentic-benchmarks/methodology)).
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"AI models build a payments app. We test what works and record the cost." "Swarm and single-model agents build frozen app
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specifications and are graded through backend checks and browser evidence. Compare within the same scorer version."
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Grading: "Execution-based grading: the built application is started, probed over HTTP and driven in a headless browser,
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check by check". This dataset holds the current version, Gauntlet 7.2 (`sb-7.2`).
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**Forge** ([board](https://leanzero.net/agentic-benchmarks/forge)). "AI models build a Jira app. We test the results and
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record the cost."
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- Forge 1.0 (`forge-1.0`, frozen): "The agent builds an Atlassian Forge app for Jira offline from a frozen contract; the
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scorer lints it, runs it in the Forge runtime against a seeded Jira site, drives every surface in a browser, and records
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per-check evidence and screenshots."
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- Forge 2.0 (`forge-2.0`, current): "one model ships v2 of an Atlassian Forge app for Jira offline, then it is run and
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graded." "Models upgrade the same Jira app in two independent builds, each tested and scored, with recorded inference
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spend shown for both."
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Versions are not comparable with each other, and Gauntlet is not comparable with Forge: "a different task and a
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different scorer".
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## Method and ranking
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- Every score is from 0 to 1, produced by the benchmark's scorer, which runs the built app. A row is one published run,
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so run-to-run variance is not averaged out (except Forge 2.0 cloud baselines, below).
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- Gauntlet 7.2 and Forge 1.0 rank by score, highest first.
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- Forge 2.0: "Cloud baselines show the median and range of independent builds within the same verified task, engine and
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captured comparison cohort." They rank by that median; `build_scores` holds each build's own score and a single build
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is marked provisional. Other runs rank by their own score in the same list.
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- `rank` is the position on the leanzero.net board at sync time. The export runs the site's own ranking code on the
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site's own data, so the order matches the site. Rows with equal scores are equal; their order between them carries no
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meaning.
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- Cost: "From the saved OpenRouter generation billing summary". `cost_status` `incomplete` means "This is a lower bound;
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the billing record is incomplete." `unavailable` means no dollar amount was retained. "Scoring reuses the saved build;
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this amount describes the original inference spend." A row's `cost_usd` is the sum over its builds, or null when any
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build has no amount.
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## Fields
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| field | meaning |
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|---|---|
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| `benchmark` | `Gauntlet` or `Forge` |
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| `version`, `version_name` | scorer version (`sb-7.2`, `forge-1.0`, `forge-2.0`) and its display name |
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| `current_version`, `version_frozen` | whether this version is the family's current one, and whether it is closed |
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| `rank` | position on the leanzero.net board |
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| `model_id` | the model id the run used |
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| `model_name` | the board's display name |
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| `provider` | the API route the run used (`openrouter`, `google`, or `openai` for any OpenAI-compatible endpoint, which for a local run is the local engine) |
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| `entrant_class` | `cloud baseline` (run by LeanZero), `community run`, `community fleet`, or `LeanZero fine-tune (local)` |
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| `score`, `score_kind` | the ranked score and what it is (`single build`, or `median of N builds`) |
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| `build_count`, `build_scores`, `score_min`, `score_max` | per-build scores |
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| `tier_scores` | per-tier scores (median across builds where there are several) |
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| `cost_usd`, `build_costs_usd`, `cost_status` | recorded inference spend in USD |
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| `date` | the day the (first) build started |
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| `board_url`, `result_url`, `build_urls` | links to leanzero.net |
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What is NOT here, on purpose: prompts, transcripts, generated code, file contents, screenshots, video, per-check
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evidence and anything that identifies who posted a run. Those stay on leanzero.net (the evidence is on each run page).
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## Licence and citation
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CC-BY-4.0. Please credit "LeanZero, https://leanzero.net/agentic-benchmarks" and link the run pages you cite.
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data/leaderboard.jsonl
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| 1 |
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{"benchmark":"Gauntlet","version":"sb-7.2","version_name":"Gauntlet 7.2","current_version":true,"version_frozen":false,"rank":1,"model_id":"openai/gpt-6.1-sol-pro","model_name":"gpt-6.1-sol-pro","provider":"openrouter","entrant_class":"cloud baseline","score":0.9574,"score_kind":"single build","build_count":1,"build_scores":[0.9574],"score_min":0.9574,"score_max":0.9574,"tier_scores":{"A":1,"B":1,"C":0.9286,"D":0.9333},"cost_usd":null,"build_costs_usd":[null],"cost_status":"unavailable","date":"2026-10-03","board_url":"https://leanzero.net/agentic-benchmarks","result_url":"https://leanzero.net/agentic-benchmarks/run/brun-e12c5377-71b4-4c31-b2a8-45a3fa95a084","build_urls":["https://leanzero.net/agentic-benchmarks/run/brun-e12c5377-71b4-4c31-b2a8-45a3fa95a084"]}
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{"benchmark":"Gauntlet","version":"sb-7.2","version_name":"Gauntlet 7.2","current_version":true,"version_frozen":false,"rank":2,"model_id":"qwen/qwen3.8-max-prime","model_name":"qwen3.8-max-prime","provider":"openrouter","entrant_class":"cloud baseline","score":0.8364,"score_kind":"single build","build_count":1,"build_scores":[0.8364],"score_min":0.8364,"score_max":0.8364,"tier_scores":{"A":1,"B":1,"C":0.9286,"D":0.9},"cost_usd":null,"build_costs_usd":[null],"cost_status":"unavailable","date":"2026-10-06","board_url":"https://leanzero.net/agentic-benchmarks","result_url":"https://leanzero.net/agentic-benchmarks/run/brun-7cd715b6-7d0d-4404-9848-275d132784c3","build_urls":["https://leanzero.net/agentic-benchmarks/run/brun-7cd715b6-7d0d-4404-9848-275d132784c3"]}
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{"benchmark":"Gauntlet","version":"sb-7.2","version_name":"Gauntlet 7.2","current_version":true,"version_frozen":false,"rank":3,"model_id":"anthropic/claude-sonnet-5.5","model_name":"claude-sonnet-5.5","provider":"openrouter","entrant_class":"cloud baseline","score":0.7984,"score_kind":"single build","build_count":1,"build_scores":[0.7984],"score_min":0.7984,"score_max":0.7984,"tier_scores":{"A":1,"B":0.9993,"C":0.9429,"D":0.9667},"cost_usd":null,"build_costs_usd":[null],"cost_status":"unavailable","date":"2026-10-04","board_url":"https://leanzero.net/agentic-benchmarks","result_url":"https://leanzero.net/agentic-benchmarks/run/brun-e0341d35-5f6a-44f1-8a74-dfad9bd9b074","build_urls":["https://leanzero.net/agentic-benchmarks/run/brun-e0341d35-5f6a-44f1-8a74-dfad9bd9b074"]}
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{"benchmark":"Gauntlet","version":"sb-7.2","version_name":"Gauntlet 7.2","current_version":true,"version_frozen":false,"rank":4,"model_id":"openai/gpt-6.1-sol","model_name":"gpt-6.1-sol","provider":"openrouter","entrant_class":"cloud baseline","score":0.7978,"score_kind":"single build","build_count":1,"build_scores":[0.7978],"score_min":0.7978,"score_max":0.7978,"tier_scores":{"A":1,"B":0.9758,"C":1,"D":0.9333},"cost_usd":null,"build_costs_usd":[null],"cost_status":"unavailable","date":"2026-10-03","board_url":"https://leanzero.net/agentic-benchmarks","result_url":"https://leanzero.net/agentic-benchmarks/run/brun-45072540-554f-4ca6-b989-f678e474ff37","build_urls":["https://leanzero.net/agentic-benchmarks/run/brun-45072540-554f-4ca6-b989-f678e474ff37"]}
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{"benchmark":"Gauntlet","version":"sb-7.2","version_name":"Gauntlet 7.2","current_version":true,"version_frozen":false,"rank":5,"model_id":"unbiased/pareto-26.10-preview","model_name":"pareto-26.10-preview","provider":"openrouter","entrant_class":"cloud baseline","score":0.7957,"score_kind":"single build","build_count":1,"build_scores":[0.7957],"score_min":0.7957,"score_max":0.7957,"tier_scores":{"A":1,"B":1,"C":1,"D":0.9},"cost_usd":null,"build_costs_usd":[null],"cost_status":"unavailable","date":"2026-10-03","board_url":"https://leanzero.net/agentic-benchmarks","result_url":"https://leanzero.net/agentic-benchmarks/run/brun-13d273aa-eb78-4327-93a6-8c698ad133fb","build_urls":["https://leanzero.net/agentic-benchmarks/run/brun-13d273aa-eb78-4327-93a6-8c698ad133fb"]}
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| 6 |
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{"benchmark":"Gauntlet","version":"sb-7.2","version_name":"Gauntlet 7.2","current_version":true,"version_frozen":false,"rank":6,"model_id":"anthropic/claude-opus-5.5","model_name":"claude-opus-5.5","provider":"openrouter","entrant_class":"cloud baseline","score":0.7926,"score_kind":"single build","build_count":1,"build_scores":[0.7926],"score_min":0.7926,"score_max":0.7926,"tier_scores":{"A":1,"B":1,"C":1,"D":0.9333},"cost_usd":null,"build_costs_usd":[null],"cost_status":"unavailable","date":"2026-10-04","board_url":"https://leanzero.net/agentic-benchmarks","result_url":"https://leanzero.net/agentic-benchmarks/run/brun-87528b9a-d858-4ba5-97a4-be01aa87dbed","build_urls":["https://leanzero.net/agentic-benchmarks/run/brun-87528b9a-d858-4ba5-97a4-be01aa87dbed"]}
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{"benchmark":"Gauntlet","version":"sb-7.2","version_name":"Gauntlet 7.2","current_version":true,"version_frozen":false,"rank":7,"model_id":"xiaomi/mimo-v2.6-flash","model_name":"mimo-v2.6-flash","provider":"openrouter","entrant_class":"cloud baseline","score":0.7909,"score_kind":"single build","build_count":1,"build_scores":[0.7909],"score_min":0.7909,"score_max":0.7909,"tier_scores":{"A":1,"B":1,"C":1,"D":0.9},"cost_usd":null,"build_costs_usd":[null],"cost_status":"unavailable","date":"2026-10-02","board_url":"https://leanzero.net/agentic-benchmarks","result_url":"https://leanzero.net/agentic-benchmarks/run/brun-029b6e80-82b5-49e1-83f9-e501cd296cb8","build_urls":["https://leanzero.net/agentic-benchmarks/run/brun-029b6e80-82b5-49e1-83f9-e501cd296cb8"]}
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| 8 |
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{"benchmark":"Gauntlet","version":"sb-7.2","version_name":"Gauntlet 7.2","current_version":true,"version_frozen":false,"rank":8,"model_id":"meta/muse-wonder","model_name":"muse-wonder","provider":"openrouter","entrant_class":"cloud baseline","score":0.7638,"score_kind":"single build","build_count":1,"build_scores":[0.7638],"score_min":0.7638,"score_max":0.7638,"tier_scores":{"A":1,"B":0.9754,"C":0.914,"D":0.9},"cost_usd":3.434065,"build_costs_usd":[3.434065],"cost_status":"complete","date":"2026-10-15","board_url":"https://leanzero.net/agentic-benchmarks","result_url":"https://leanzero.net/agentic-benchmarks/run/brun-fa48d39e-74b5-47db-b303-cd085019d401","build_urls":["https://leanzero.net/agentic-benchmarks/run/brun-fa48d39e-74b5-47db-b303-cd085019d401"]}
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| 9 |
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{"benchmark":"Gauntlet","version":"sb-7.2","version_name":"Gauntlet 7.2","current_version":true,"version_frozen":false,"rank":9,"model_id":"gemini-4-argon","model_name":"gemini-4-argon","provider":"google","entrant_class":"cloud baseline","score":0.7078,"score_kind":"single build","build_count":1,"build_scores":[0.7078],"score_min":0.7078,"score_max":0.7078,"tier_scores":{"A":1,"B":1,"C":1,"D":0.9333},"cost_usd":null,"build_costs_usd":[null],"cost_status":"unavailable","date":"2026-10-16","board_url":"https://leanzero.net/agentic-benchmarks","result_url":"https://leanzero.net/agentic-benchmarks/run/brun-68dab9f3-31f3-424a-97c9-ec41c43dcaba","build_urls":["https://leanzero.net/agentic-benchmarks/run/brun-68dab9f3-31f3-424a-97c9-ec41c43dcaba"]}
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| 10 |
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{"benchmark":"Gauntlet","version":"sb-7.2","version_name":"Gauntlet 7.2","current_version":true,"version_frozen":false,"rank":10,"model_id":"typesafe/jev-router","model_name":"jev-router","provider":"openrouter","entrant_class":"cloud baseline","score":0.6975,"score_kind":"single build","build_count":1,"build_scores":[0.6975],"score_min":0.6975,"score_max":0.6975,"tier_scores":{"A":1,"B":1,"C":0.9286,"D":0.9333},"cost_usd":null,"build_costs_usd":[null],"cost_status":"unavailable","date":"2026-10-03","board_url":"https://leanzero.net/agentic-benchmarks","result_url":"https://leanzero.net/agentic-benchmarks/run/brun-5db568b8-839d-4086-884d-48bfbca4e8bf","build_urls":["https://leanzero.net/agentic-benchmarks/run/brun-5db568b8-839d-4086-884d-48bfbca4e8bf"]}
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| 11 |
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{"benchmark":"Gauntlet","version":"sb-7.2","version_name":"Gauntlet 7.2","current_version":true,"version_frozen":false,"rank":11,"model_id":"x-ai/grok-4.7","model_name":"grok-4.7","provider":"openrouter","entrant_class":"cloud baseline","score":0.6937,"score_kind":"single build","build_count":1,"build_scores":[0.6937],"score_min":0.6937,"score_max":0.6937,"tier_scores":{"A":1,"B":1,"C":1,"D":0.9},"cost_usd":null,"build_costs_usd":[null],"cost_status":"unavailable","date":"2026-10-06","board_url":"https://leanzero.net/agentic-benchmarks","result_url":"https://leanzero.net/agentic-benchmarks/run/brun-cf7e0d2f-91c6-4269-9d17-f237e727c5ee","build_urls":["https://leanzero.net/agentic-benchmarks/run/brun-cf7e0d2f-91c6-4269-9d17-f237e727c5ee"]}
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| 12 |
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| 94 |
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{"benchmark":"Forge","version":"forge-1.0","version_name":"Forge 1.0","current_version":false,"version_frozen":true,"rank":30,"model_id":"nvidia/nemotron-3.5-lightning","model_name":"nemotron-3.5-lightning","provider":"openrouter","entrant_class":"cloud baseline","score":0,"score_kind":"single build","build_count":1,"build_scores":[0],"score_min":0,"score_max":0,"tier_scores":{"L":0,"K":0,"T":0,"R":0,"S":0,"B":0,"U":0,"V":0,"A":0,"E":0},"cost_usd":0.288758,"build_costs_usd":[0.288758],"cost_status":"incomplete","date":"2026-10-06","board_url":"https://leanzero.net/agentic-benchmarks/forge","result_url":"https://leanzero.net/agentic-benchmarks/run/brun-6fac5753-e900-4430-a18e-1db017f0bce3","build_urls":["https://leanzero.net/agentic-benchmarks/run/brun-6fac5753-e900-4430-a18e-1db017f0bce3"]}
|
| 95 |
+
{"benchmark":"Forge","version":"forge-1.0","version_name":"Forge 1.0","current_version":false,"version_frozen":true,"rank":31,"model_id":"z-ai/glm-5.3-flash","model_name":"glm-5.3-flash","provider":"openrouter","entrant_class":"cloud baseline","score":0,"score_kind":"single build","build_count":1,"build_scores":[0],"score_min":0,"score_max":0,"tier_scores":{"L":0,"K":0,"T":0,"R":0,"S":0,"B":0,"U":0,"V":0,"A":0,"E":0},"cost_usd":0.306732,"build_costs_usd":[0.306732],"cost_status":"incomplete","date":"2026-10-06","board_url":"https://leanzero.net/agentic-benchmarks/forge","result_url":"https://leanzero.net/agentic-benchmarks/run/brun-a8609e06-f9d8-4e2f-a4c2-ade29f06953c","build_urls":["https://leanzero.net/agentic-benchmarks/run/brun-a8609e06-f9d8-4e2f-a4c2-ade29f06953c"]}
|
leaderboard.csv
ADDED
|
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| 1 |
+
benchmark,version,version_name,current_version,version_frozen,rank,model_id,model_name,provider,entrant_class,score,score_kind,build_count,build_scores,score_min,score_max,tier_scores,cost_usd,build_costs_usd,cost_status,date,board_url,result_url,build_urls
|
| 2 |
+
Gauntlet,sb-7.2,Gauntlet 7.2,True,False,1,openai/gpt-6.1-sol-pro,gpt-6.1-sol-pro,openrouter,cloud baseline,0.9574,single build,1,0.9574,0.9574,0.9574,"{""A"":1,""B"":1,""C"":0.9286,""D"":0.9333}",,None,unavailable,2026-10-03,https://leanzero.net/agentic-benchmarks,https://leanzero.net/agentic-benchmarks/run/brun-e12c5377-71b4-4c31-b2a8-45a3fa95a084,https://leanzero.net/agentic-benchmarks/run/brun-e12c5377-71b4-4c31-b2a8-45a3fa95a084
|
| 3 |
+
Gauntlet,sb-7.2,Gauntlet 7.2,True,False,2,qwen/qwen3.8-max-prime,qwen3.8-max-prime,openrouter,cloud baseline,0.8364,single build,1,0.8364,0.8364,0.8364,"{""A"":1,""B"":1,""C"":0.9286,""D"":0.9}",,None,unavailable,2026-10-06,https://leanzero.net/agentic-benchmarks,https://leanzero.net/agentic-benchmarks/run/brun-7cd715b6-7d0d-4404-9848-275d132784c3,https://leanzero.net/agentic-benchmarks/run/brun-7cd715b6-7d0d-4404-9848-275d132784c3
|
| 4 |
+
Gauntlet,sb-7.2,Gauntlet 7.2,True,False,3,anthropic/claude-sonnet-5.5,claude-sonnet-5.5,openrouter,cloud baseline,0.7984,single build,1,0.7984,0.7984,0.7984,"{""A"":1,""B"":0.9993,""C"":0.9429,""D"":0.9667}",,None,unavailable,2026-10-04,https://leanzero.net/agentic-benchmarks,https://leanzero.net/agentic-benchmarks/run/brun-e0341d35-5f6a-44f1-8a74-dfad9bd9b074,https://leanzero.net/agentic-benchmarks/run/brun-e0341d35-5f6a-44f1-8a74-dfad9bd9b074
|
| 5 |
+
Gauntlet,sb-7.2,Gauntlet 7.2,True,False,4,openai/gpt-6.1-sol,gpt-6.1-sol,openrouter,cloud baseline,0.7978,single build,1,0.7978,0.7978,0.7978,"{""A"":1,""B"":0.9758,""C"":1,""D"":0.9333}",,None,unavailable,2026-10-03,https://leanzero.net/agentic-benchmarks,https://leanzero.net/agentic-benchmarks/run/brun-45072540-554f-4ca6-b989-f678e474ff37,https://leanzero.net/agentic-benchmarks/run/brun-45072540-554f-4ca6-b989-f678e474ff37
|
| 6 |
+
Gauntlet,sb-7.2,Gauntlet 7.2,True,False,5,unbiased/pareto-26.10-preview,pareto-26.10-preview,openrouter,cloud baseline,0.7957,single build,1,0.7957,0.7957,0.7957,"{""A"":1,""B"":1,""C"":1,""D"":0.9}",,None,unavailable,2026-10-03,https://leanzero.net/agentic-benchmarks,https://leanzero.net/agentic-benchmarks/run/brun-13d273aa-eb78-4327-93a6-8c698ad133fb,https://leanzero.net/agentic-benchmarks/run/brun-13d273aa-eb78-4327-93a6-8c698ad133fb
|
| 7 |
+
Gauntlet,sb-7.2,Gauntlet 7.2,True,False,6,anthropic/claude-opus-5.5,claude-opus-5.5,openrouter,cloud baseline,0.7926,single build,1,0.7926,0.7926,0.7926,"{""A"":1,""B"":1,""C"":1,""D"":0.9333}",,None,unavailable,2026-10-04,https://leanzero.net/agentic-benchmarks,https://leanzero.net/agentic-benchmarks/run/brun-87528b9a-d858-4ba5-97a4-be01aa87dbed,https://leanzero.net/agentic-benchmarks/run/brun-87528b9a-d858-4ba5-97a4-be01aa87dbed
|
| 8 |
+
Gauntlet,sb-7.2,Gauntlet 7.2,True,False,7,xiaomi/mimo-v2.6-flash,mimo-v2.6-flash,openrouter,cloud baseline,0.7909,single build,1,0.7909,0.7909,0.7909,"{""A"":1,""B"":1,""C"":1,""D"":0.9}",,None,unavailable,2026-10-02,https://leanzero.net/agentic-benchmarks,https://leanzero.net/agentic-benchmarks/run/brun-029b6e80-82b5-49e1-83f9-e501cd296cb8,https://leanzero.net/agentic-benchmarks/run/brun-029b6e80-82b5-49e1-83f9-e501cd296cb8
|
| 9 |
+
Gauntlet,sb-7.2,Gauntlet 7.2,True,False,8,meta/muse-wonder,muse-wonder,openrouter,cloud baseline,0.7638,single build,1,0.7638,0.7638,0.7638,"{""A"":1,""B"":0.9754,""C"":0.914,""D"":0.9}",3.434065,3.434065,complete,2026-10-15,https://leanzero.net/agentic-benchmarks,https://leanzero.net/agentic-benchmarks/run/brun-fa48d39e-74b5-47db-b303-cd085019d401,https://leanzero.net/agentic-benchmarks/run/brun-fa48d39e-74b5-47db-b303-cd085019d401
|
| 10 |
+
Gauntlet,sb-7.2,Gauntlet 7.2,True,False,9,gemini-4-argon,gemini-4-argon,google,cloud baseline,0.7078,single build,1,0.7078,0.7078,0.7078,"{""A"":1,""B"":1,""C"":1,""D"":0.9333}",,None,unavailable,2026-10-16,https://leanzero.net/agentic-benchmarks,https://leanzero.net/agentic-benchmarks/run/brun-68dab9f3-31f3-424a-97c9-ec41c43dcaba,https://leanzero.net/agentic-benchmarks/run/brun-68dab9f3-31f3-424a-97c9-ec41c43dcaba
|
| 11 |
+
Gauntlet,sb-7.2,Gauntlet 7.2,True,False,10,typesafe/jev-router,jev-router,openrouter,cloud baseline,0.6975,single build,1,0.6975,0.6975,0.6975,"{""A"":1,""B"":1,""C"":0.9286,""D"":0.9333}",,None,unavailable,2026-10-03,https://leanzero.net/agentic-benchmarks,https://leanzero.net/agentic-benchmarks/run/brun-5db568b8-839d-4086-884d-48bfbca4e8bf,https://leanzero.net/agentic-benchmarks/run/brun-5db568b8-839d-4086-884d-48bfbca4e8bf
|
| 12 |
+
Gauntlet,sb-7.2,Gauntlet 7.2,True,False,11,x-ai/grok-4.7,grok-4.7,openrouter,cloud baseline,0.6937,single build,1,0.6937,0.6937,0.6937,"{""A"":1,""B"":1,""C"":1,""D"":0.9}",,None,unavailable,2026-10-06,https://leanzero.net/agentic-benchmarks,https://leanzero.net/agentic-benchmarks/run/brun-cf7e0d2f-91c6-4269-9d17-f237e727c5ee,https://leanzero.net/agentic-benchmarks/run/brun-cf7e0d2f-91c6-4269-9d17-f237e727c5ee
|
| 13 |
+
Gauntlet,sb-7.2,Gauntlet 7.2,True,False,12,google/gemini-3.8-flash,gemini-3.8-flash,openrouter,cloud baseline,0.6929,single build,1,0.6929,0.6929,0.6929,"{""A"":1,""B"":1,""C"":1,""D"":0.9667}",,None,unavailable,2026-10-06,https://leanzero.net/agentic-benchmarks,https://leanzero.net/agentic-benchmarks/run/brun-16299d45-7485-45b1-ad63-ca2f7bb704e5,https://leanzero.net/agentic-benchmarks/run/brun-16299d45-7485-45b1-ad63-ca2f7bb704e5
|
| 14 |
+
Gauntlet,sb-7.2,Gauntlet 7.2,True,False,13,fireworks/ember-1,ember-1,openrouter,cloud baseline,0.6866,single build,1,0.6866,0.6866,0.6866,"{""A"":1,""B"":1,""C"":0.9286,""D"":0.9333}",,None,unavailable,2026-10-06,https://leanzero.net/agentic-benchmarks,https://leanzero.net/agentic-benchmarks/run/brun-395100ee-5e58-453d-9327-787b45e381f4,https://leanzero.net/agentic-benchmarks/run/brun-395100ee-5e58-453d-9327-787b45e381f4
|
| 15 |
+
Gauntlet,sb-7.2,Gauntlet 7.2,True,False,14,qwen/qwen3.8-flash,qwen3.8-flash,openrouter,cloud baseline,0.6846,single build,1,0.6846,0.6846,0.6846,"{""A"":1,""B"":1,""C"":0.9269,""D"":0.9}",,None,unavailable,2026-10-05,https://leanzero.net/agentic-benchmarks,https://leanzero.net/agentic-benchmarks/run/brun-dce059c2-62b5-4028-894e-80a4e633b506,https://leanzero.net/agentic-benchmarks/run/brun-dce059c2-62b5-4028-894e-80a4e633b506
|
| 16 |
+
Gauntlet,sb-7.2,Gauntlet 7.2,True,False,15,z-ai/glm-5.3-prime,glm-5.3-prime,openrouter,cloud baseline,0.6797,single build,1,0.6797,0.6797,0.6797,"{""A"":1,""B"":1,""C"":1,""D"":0.9333}",,None,unavailable,2026-10-07,https://leanzero.net/agentic-benchmarks,https://leanzero.net/agentic-benchmarks/run/brun-c11ca792-dd97-4a47-acf4-2af7bc58e37a,https://leanzero.net/agentic-benchmarks/run/brun-c11ca792-dd97-4a47-acf4-2af7bc58e37a
|
| 17 |
+
Gauntlet,sb-7.2,Gauntlet 7.2,True,False,16,inclusionai/ling-3.1-flash,ling-3.1-flash,openrouter,cloud baseline,0.6617,single build,1,0.6617,0.6617,0.6617,"{""A"":1,""B"":1,""C"":0.9286,""D"":0.9333}",,None,unavailable,2026-10-09,https://leanzero.net/agentic-benchmarks,https://leanzero.net/agentic-benchmarks/run/brun-39eb609b-48c8-4a5e-8979-f2f5b7315d5b,https://leanzero.net/agentic-benchmarks/run/brun-39eb609b-48c8-4a5e-8979-f2f5b7315d5b
|
| 18 |
+
Gauntlet,sb-7.2,Gauntlet 7.2,True,False,17,anthropic/claude-haiku-5.5,claude-haiku-5.5,openrouter,cloud baseline,0.661,single build,1,0.661,0.661,0.661,"{""A"":1,""B"":1,""C"":1,""D"":0.9}",,None,unavailable,2026-10-09,https://leanzero.net/agentic-benchmarks,https://leanzero.net/agentic-benchmarks/run/brun-ba6c0b51-c5d4-4dd7-b0fc-546ca9643efc,https://leanzero.net/agentic-benchmarks/run/brun-ba6c0b51-c5d4-4dd7-b0fc-546ca9643efc
|
| 19 |
+
Gauntlet,sb-7.2,Gauntlet 7.2,True,False,18,~deepseek/deepseek-pro-latest,deepseek-pro-latest,openrouter,cloud baseline,0.6591,single build,1,0.6591,0.6591,0.6591,"{""A"":1,""B"":1,""C"":0.8806,""D"":0.9}",,None,unavailable,2026-10-02,https://leanzero.net/agentic-benchmarks,https://leanzero.net/agentic-benchmarks/run/brun-dbeb736e-f720-4f98-8719-62af1ed4bfbc,https://leanzero.net/agentic-benchmarks/run/brun-dbeb736e-f720-4f98-8719-62af1ed4bfbc
|
| 20 |
+
Gauntlet,sb-7.2,Gauntlet 7.2,True,False,19,z-ai/glm-5.3-flashx,glm-5.3-flashx,openrouter,cloud baseline,0.6303,single build,1,0.6303,0.6303,0.6303,"{""A"":1,""B"":0.9997,""C"":0.9503,""D"":0.9333}",,None,unavailable,2026-10-03,https://leanzero.net/agentic-benchmarks,https://leanzero.net/agentic-benchmarks/run/brun-f787ea0a-d008-40f5-8f1a-2a6d75050d29,https://leanzero.net/agentic-benchmarks/run/brun-f787ea0a-d008-40f5-8f1a-2a6d75050d29
|
| 21 |
+
Gauntlet,sb-7.2,Gauntlet 7.2,True,False,20,deepseek/deepseek-v4.1-flash,deepseek-v4.1-flash,openrouter,cloud baseline,0.591,single build,1,0.591,0.591,0.591,"{""A"":1,""B"":1,""C"":0.9286,""D"":0.9667}",,None,unavailable,2026-10-04,https://leanzero.net/agentic-benchmarks,https://leanzero.net/agentic-benchmarks/run/brun-113c11a2-c5a7-4bd7-874c-fbf90a5c2d67,https://leanzero.net/agentic-benchmarks/run/brun-113c11a2-c5a7-4bd7-874c-fbf90a5c2d67
|
| 22 |
+
Gauntlet,sb-7.2,Gauntlet 7.2,True,False,21,meta/muse-spark-1.3,muse-spark-1.3,openrouter,cloud baseline,0.5826,single build,1,0.5826,0.5826,0.5826,"{""A"":0.9792,""B"":0.9948,""C"":0.8607,""D"":0.8}",,None,unavailable,2026-10-06,https://leanzero.net/agentic-benchmarks,https://leanzero.net/agentic-benchmarks/run/brun-08e52c49-5fe2-4533-b97d-0587791ddad8,https://leanzero.net/agentic-benchmarks/run/brun-08e52c49-5fe2-4533-b97d-0587791ddad8
|
| 23 |
+
Gauntlet,sb-7.2,Gauntlet 7.2,True,False,22,stepfun/step-5-preview,step-5-preview,openrouter,cloud baseline,0.5806,single build,1,0.5806,0.5806,0.5806,"{""A"":1,""B"":0.9818,""C"":1,""D"":0.9}",,None,unavailable,2026-10-09,https://leanzero.net/agentic-benchmarks,https://leanzero.net/agentic-benchmarks/run/brun-548cbfaf-3265-4f34-8317-467995d49bb6,https://leanzero.net/agentic-benchmarks/run/brun-548cbfaf-3265-4f34-8317-467995d49bb6
|
| 24 |
+
Gauntlet,sb-7.2,Gauntlet 7.2,True,False,23,~openai/gpt-terra-latest,gpt-terra-latest,openrouter,cloud baseline,0.5781,single build,1,0.5781,0.5781,0.5781,"{""A"":1,""B"":0.9413,""C"":0.9286,""D"":0.9333}",,None,unavailable,2026-10-06,https://leanzero.net/agentic-benchmarks,https://leanzero.net/agentic-benchmarks/run/brun-6517dcb8-2e83-4cd8-8070-874bec32aed0,https://leanzero.net/agentic-benchmarks/run/brun-6517dcb8-2e83-4cd8-8070-874bec32aed0
|
| 25 |
+
Gauntlet,sb-7.2,Gauntlet 7.2,True,False,24,openai/gpt-6-luna,GPT-6 Luna,openrouter,cloud baseline,0.4797,single build,1,0.4797,0.4797,0.4797,"{""A"":1,""B"":0.9948,""C"":0.9286,""D"":0.9333}",,None,unavailable,2026-10-02,https://leanzero.net/agentic-benchmarks,https://leanzero.net/agentic-benchmarks/run/brun-2cbdb9f5-48c9-4845-ac7a-9d025c1cc0d0,https://leanzero.net/agentic-benchmarks/run/brun-2cbdb9f5-48c9-4845-ac7a-9d025c1cc0d0
|
| 26 |
+
Gauntlet,sb-7.2,Gauntlet 7.2,True,False,25,tencent/hy4-preview,hy4-preview,openrouter,cloud baseline,0.4293,single build,1,0.4293,0.4293,0.4293,"{""A"":1,""B"":0.9364,""C"":0.9997,""D"":0.8667}",,None,unavailable,2026-10-06,https://leanzero.net/agentic-benchmarks,https://leanzero.net/agentic-benchmarks/run/brun-16a0a887-46fd-47fd-b805-7602c69e9573,https://leanzero.net/agentic-benchmarks/run/brun-16a0a887-46fd-47fd-b805-7602c69e9573
|
| 27 |
+
Gauntlet,sb-7.2,Gauntlet 7.2,True,False,26,qwen/qwen3.8-omni-flash,qwen3.8-omni-flash,openrouter,cloud baseline,0.4269,single build,1,0.4269,0.4269,0.4269,"{""A"":1,""B"":0.9569,""C"":0.9143,""D"":0.9333}",,None,unavailable,2026-10-02,https://leanzero.net/agentic-benchmarks,https://leanzero.net/agentic-benchmarks/run/brun-33118009-15ec-4ca3-9ab5-79e38e5c00e9,https://leanzero.net/agentic-benchmarks/run/brun-33118009-15ec-4ca3-9ab5-79e38e5c00e9
|
| 28 |
+
Gauntlet,sb-7.2,Gauntlet 7.2,True,False,27,z-ai/glm-5.3-flash,glm-5.3-flash,openrouter,cloud baseline,0.4143,single build,1,0.4143,0.4143,0.4143,"{""A"":1,""B"":0.9997,""C"":0.9651,""D"":0.9}",,None,unavailable,2026-10-06,https://leanzero.net/agentic-benchmarks,https://leanzero.net/agentic-benchmarks/run/brun-86746f6a-22af-4fbe-9ad2-929dd6c3d478,https://leanzero.net/agentic-benchmarks/run/brun-86746f6a-22af-4fbe-9ad2-929dd6c3d478
|
| 29 |
+
Gauntlet,sb-7.2,Gauntlet 7.2,True,False,28,z-ai/glm-5.3,glm-5.3,openrouter,cloud baseline,0.1443,single build,1,0.1443,0.1443,0.1443,"{""A"":1,""B"":0.9711,""C"":0.5964,""D"":0.9}",,None,unavailable,2026-10-04,https://leanzero.net/agentic-benchmarks,https://leanzero.net/agentic-benchmarks/run/brun-b915b98f-cb0a-459a-abed-a3d4a5baa38e,https://leanzero.net/agentic-benchmarks/run/brun-b915b98f-cb0a-459a-abed-a3d4a5baa38e
|
| 30 |
+
Gauntlet,sb-7.2,Gauntlet 7.2,True,False,29,openai/gpt-6-luna-pro,gpt-6-luna-pro,openrouter,cloud baseline,0.1343,single build,1,0.1343,0.1343,0.1343,"{""A"":1,""B"":0.3859,""C"":0.1571,""D"":0.8667}",,None,unavailable,2026-10-02,https://leanzero.net/agentic-benchmarks,https://leanzero.net/agentic-benchmarks/run/brun-50d8a3ba-f3bd-4f9a-bcc9-e45551e83e54,https://leanzero.net/agentic-benchmarks/run/brun-50d8a3ba-f3bd-4f9a-bcc9-e45551e83e54
|
| 31 |
+
Gauntlet,sb-7.2,Gauntlet 7.2,True,False,30,qwen/qwen3.8-27b,qwen3.8-27b,openrouter,cloud baseline,0.0915,single build,1,0.0915,0.0915,0.0915,"{""A"":0.9792,""B"":0.8716,""C"":0.8711,""D"":0.8}",,None,unavailable,2026-10-04,https://leanzero.net/agentic-benchmarks,https://leanzero.net/agentic-benchmarks/run/brun-37010c3c-35d9-4e35-a460-64ef1f848514,https://leanzero.net/agentic-benchmarks/run/brun-37010c3c-35d9-4e35-a460-64ef1f848514
|
| 32 |
+
Gauntlet,sb-7.2,Gauntlet 7.2,True,False,31,inclusionai/ling-3.0-flash,ling-3.0-flash,openrouter,cloud baseline,0.067,single build,1,0.067,0.067,0.067,"{""A"":1,""B"":0.8255,""C"":0.4527,""D"":0.84}",,None,unavailable,2026-10-06,https://leanzero.net/agentic-benchmarks,https://leanzero.net/agentic-benchmarks/run/brun-1c7adecb-31c7-4032-9e21-cef16318a2da,https://leanzero.net/agentic-benchmarks/run/brun-1c7adecb-31c7-4032-9e21-cef16318a2da
|
| 33 |
+
Gauntlet,sb-7.2,Gauntlet 7.2,True,False,32,aion-labs/aion-3.5,aion-3.5,openrouter,cloud baseline,0.0464,single build,1,0.0464,0.0464,0.0464,"{""A"":0.9792,""B"":0.8667,""C"":0.7857,""D"":0.7}",,None,unavailable,2026-10-07,https://leanzero.net/agentic-benchmarks,https://leanzero.net/agentic-benchmarks/run/brun-40a669e6-3b78-4532-adc3-e30fd64f01f5,https://leanzero.net/agentic-benchmarks/run/brun-40a669e6-3b78-4532-adc3-e30fd64f01f5
|
| 34 |
+
Gauntlet,sb-7.2,Gauntlet 7.2,True,False,33,LiquidAI/LFM2.5-24B-A2B-MLX-8bit,LFM2.5-24B,openai,community run,0.0187,single build,1,0.0187,0.0187,0.0187,"{""A"":0.7014,""B"":0.1879,""C"":0,""D"":0.15}",,None,unavailable,2026-10-17,https://leanzero.net/agentic-benchmarks,https://leanzero.net/agentic-benchmarks/run/brun-384794fe-5fbd-4468-8c7b-79fdceccaeb1,https://leanzero.net/agentic-benchmarks/run/brun-384794fe-5fbd-4468-8c7b-79fdceccaeb1
|
| 35 |
+
Gauntlet,sb-7.2,Gauntlet 7.2,True,False,34,aion-labs/aion-3.5-mini,aion-3.5-mini,openrouter,cloud baseline,0.0187,single build,1,0.0187,0.0187,0.0187,"{""A"":0.7014,""B"":0.1879,""C"":0,""D"":0.15}",,None,unavailable,2026-10-06,https://leanzero.net/agentic-benchmarks,https://leanzero.net/agentic-benchmarks/run/brun-65065efb-4d3d-48d4-8a2f-310b4b4dc78f,https://leanzero.net/agentic-benchmarks/run/brun-65065efb-4d3d-48d4-8a2f-310b4b4dc78f
|
| 36 |
+
Gauntlet,sb-7.2,Gauntlet 7.2,True,False,35,nex-agi/nex-n2.5-pro,nex-n2.5-pro,openrouter,cloud baseline,0.0113,single build,1,0.0113,0.0113,0.0113,"{""A"":0.5,""B"":0,""C"":0,""D"":0.18}",,None,unavailable,2026-10-05,https://leanzero.net/agentic-benchmarks,https://leanzero.net/agentic-benchmarks/run/brun-8706d1a7-705f-49c8-aa96-265d83838805,https://leanzero.net/agentic-benchmarks/run/brun-8706d1a7-705f-49c8-aa96-265d83838805
|
| 37 |
+
Gauntlet,sb-7.2,Gauntlet 7.2,True,False,36,nvidia/nemotron-3.5-lightning,nemotron-3.5-lightning,openrouter,cloud baseline,0.0095,single build,1,0.0095,0.0095,0.0095,"{""A"":0.3333,""B"":0,""C"":0,""D"":0.18}",,None,unavailable,2026-10-06,https://leanzero.net/agentic-benchmarks,https://leanzero.net/agentic-benchmarks/run/brun-eb613464-50b0-4901-96ca-d8fad9ce23ee,https://leanzero.net/agentic-benchmarks/run/brun-eb613464-50b0-4901-96ca-d8fad9ce23ee
|
| 38 |
+
Gauntlet,sb-7.2,Gauntlet 7.2,True,False,37,upstage/solar-mini4,solar-mini4,openrouter,cloud baseline,0.0083,single build,1,0.0083,0.0083,0.0083,"{""A"":0.4208,""B"":0,""C"":0,""D"":0.08}",,None,unavailable,2026-10-03,https://leanzero.net/agentic-benchmarks,https://leanzero.net/agentic-benchmarks/run/brun-270b614b-03fc-4ac1-90ee-cf015002444b,https://leanzero.net/agentic-benchmarks/run/brun-270b614b-03fc-4ac1-90ee-cf015002444b
|
| 39 |
+
Forge,forge-2.0,Forge 2.0,True,False,1,typesafe/jev-router,jev-router,openrouter,cloud baseline,0.74605,median of 2 builds,2,0.6398;0.8523,0.6398,0.8523,"{""L"":1,""K"":1,""T"":1,""R"":1,""S"":0.875,""B"":0.99535,""U"":0.9283,""V"":1,""A"":0.875,""E"":0.8492,""R1"":1,""R2"":0.875,""R3"":1,""R4"":1,""R5"":0.9333,""R6"":1,""R7"":0.99235,""R8"":1,""R9"":1,""R10"":0.9352}",,None;None,unavailable,2026-10-17,https://leanzero.net/agentic-benchmarks/forge,https://leanzero.net/agentic-benchmarks/forge/results/brun-ba160ec4-bb8b-4598-86ac-772acc7354d1,https://leanzero.net/agentic-benchmarks/run/brun-ba160ec4-bb8b-4598-86ac-772acc7354d1;https://leanzero.net/agentic-benchmarks/run/brun-45fd70cc-bcde-4c37-ae33-bedc3b118718
|
| 40 |
+
Forge,forge-2.0,Forge 2.0,True,False,2,anthropic/claude-opus-5.5,Opus 5.5,openrouter,cloud baseline,0.6745,median of 2 builds,2,0.7294;0.6196,0.6196,0.7294,"{""L"":1,""K"":1,""T"":0.97665,""R"":0.9595,""S"":0.875,""B"":0.9722,""U"":0.9356,""V"":1,""A"":0.9083,""E"":0.815,""R1"":1,""R2"":1,""R3"":1,""R4"":0.7984,""R5"":1,""R6"":1,""R7"":0.7851,""R8"":1,""R9"":1,""R10"":0.912}",42.49744,20.712169;21.785271,complete,2026-10-12,https://leanzero.net/agentic-benchmarks/forge,https://leanzero.net/agentic-benchmarks/forge/results/brun-cd0f58f3-8b00-42fc-8d0d-17c66bbb873f,https://leanzero.net/agentic-benchmarks/run/brun-cd0f58f3-8b00-42fc-8d0d-17c66bbb873f;https://leanzero.net/agentic-benchmarks/run/brun-ca0a167f-86d8-490b-8aca-57f288f141cb
|
| 41 |
+
Forge,forge-2.0,Forge 2.0,True,False,3,openai/gpt-6.1-sol,GPT 6.1 Sol,openrouter,cloud baseline,0.5933,median of 2 builds,2,0.6495;0.5371,0.5371,0.6495,"{""L"":1,""K"":1,""T"":0.94585,""R"":0.9531,""S"":1,""B"":0.9398,""U"":0.82435,""V"":1,""A"":0.6875,""E"":0.8154,""R1"":1,""R2"":0.875,""R3"":1,""R4"":0.9984,""R5"":0.95,""R6"":1,""R7"":0.7837,""R8"":1,""R9"":1,""R10"":0.89585}",2.379825,1.151442;1.228384,complete,2026-10-11,https://leanzero.net/agentic-benchmarks/forge,https://leanzero.net/agentic-benchmarks/forge/results/brun-0ada5c41-1e29-49cc-8731-99fdd6a25949,https://leanzero.net/agentic-benchmarks/run/brun-0ada5c41-1e29-49cc-8731-99fdd6a25949;https://leanzero.net/agentic-benchmarks/run/brun-e2b65f8c-dcd0-4ca7-a340-fa83e802a833
|
| 42 |
+
Forge,forge-2.0,Forge 2.0,True,False,4,qwen/qwen3.8-max-prime,qwen3.8-max-prime,openrouter,cloud baseline,0.5765,median of 2 builds,2,0.6515;0.5015,0.5015,0.6515,"{""L"":1,""K"":0.9875,""T"":0.9495,""R"":0.88925,""S"":1,""B"":0.89815,""U"":0.74105,""V"":1,""A"":0.6125,""E"":0.9306,""R1"":1,""R2"":0.98865,""R3"":1,""R4"":0.84895,""R5"":1,""R6"":1,""R7"":0.8742,""R8"":1,""R9"":1,""R10"":0.89355}",72.037386,35.978369;36.059017,complete,2026-10-15,https://leanzero.net/agentic-benchmarks/forge,https://leanzero.net/agentic-benchmarks/forge/results/brun-70376700-0e16-4d6d-89af-1fcab1b51b2e,https://leanzero.net/agentic-benchmarks/run/brun-70376700-0e16-4d6d-89af-1fcab1b51b2e;https://leanzero.net/agentic-benchmarks/run/brun-b571171f-c9c4-4a71-b637-c003243dc2b7
|
| 43 |
+
Forge,forge-2.0,Forge 2.0,True,False,5,anthropic/claude-sonnet-5.5,Sonnet 5.5,openrouter,cloud baseline,0.5692,median of 2 builds,2,0.5485;0.5899,0.5485,0.5899,"{""L"":1,""K"":1,""T"":0.94865,""R"":0.99855,""S"":1,""B"":0.9537,""U"":0.76825,""V"":1,""A"":0.7833,""E"":0.79165,""R1"":1,""R2"":0.7829,""R3"":1,""R4"":0.79445,""R5"":0.95,""R6"":1,""R7"":0.95075,""R8"":1,""R9"":1,""R10"":0.77775}",11.262269,6.260622;5.001647,complete,2026-10-12,https://leanzero.net/agentic-benchmarks/forge,https://leanzero.net/agentic-benchmarks/forge/results/brun-f1a95fc5-a5ec-4fe4-9356-e07bf0841d8e,https://leanzero.net/agentic-benchmarks/run/brun-f1a95fc5-a5ec-4fe4-9356-e07bf0841d8e;https://leanzero.net/agentic-benchmarks/run/brun-515eb79d-85d5-4777-85a1-92a37b03cb87
|
| 44 |
+
Forge,forge-2.0,Forge 2.0,True,False,6,gemini-4-argon,gemini-4-argon,google,cloud baseline,0.54345,median of 2 builds,2,0.7926;0.2943,0.2943,0.7926,"{""L"":1,""K"":0.9875,""T"":0.9786,""R"":0.9974,""S"":0.99995,""B"":0.9676,""U"":0.90205,""V"":1,""A"":0.9583,""E"":0.83275,""R1"":0.63445,""R2"":0.8523,""R3"":1,""R4"":0.8,""R5"":1,""R6"":1,""R7"":0.98555,""R8"":1,""R9"":1,""R10"":0.912}",,None;None,unavailable,2026-10-16,https://leanzero.net/agentic-benchmarks/forge,https://leanzero.net/agentic-benchmarks/forge/results/brun-dcb64925-d5ec-4db8-8745-c3f7522d9700,https://leanzero.net/agentic-benchmarks/run/brun-dcb64925-d5ec-4db8-8745-c3f7522d9700;https://leanzero.net/agentic-benchmarks/run/brun-bf8ee89b-6f3f-47ff-9f76-d92547e84dc9
|
| 45 |
+
Forge,forge-2.0,Forge 2.0,True,False,7,xiaomi/mimo-v2.6-flash,MiMo v2.6 Flash,openrouter,cloud baseline,0.5283,median of 2 builds,2,0.5538;0.5028,0.5028,0.5538,"{""L"":1,""K"":0.99645,""T"":0.9234,""R"":0.94625,""S"":0.99985,""B"":0.9259,""U"":0.83975,""V"":0.99675,""A"":0.69165,""E"":0.8511,""R1"":1,""R2"":0.62595,""R3"":1,""R4"":0.89545,""R5"":1,""R6"":0.96665,""R7"":0.9082,""R8"":1,""R9"":1,""R10"":0.83795}",0.622296,0.311282;0.311014,complete,2026-10-11,https://leanzero.net/agentic-benchmarks/forge,https://leanzero.net/agentic-benchmarks/forge/results/brun-2d5c4c01-a621-478d-912d-fb87ea112173,https://leanzero.net/agentic-benchmarks/run/brun-2d5c4c01-a621-478d-912d-fb87ea112173;https://leanzero.net/agentic-benchmarks/run/brun-24329a7c-e4a5-4b6d-a8fa-34fc7bd93225
|
| 46 |
+
Forge,forge-2.0,Forge 2.0,True,False,8,fireworks/ember-1,ember-1,openrouter,cloud baseline,0.5011,median of 2 builds,2,0.471;0.5312,0.471,0.5312,"{""L"":1,""K"":0.9875,""T"":0.8938,""R"":0.931,""S"":1,""B"":0.74075,""U"":0.57975,""V"":1,""A"":0.74165,""E"":0.83355,""R1"":1,""R2"":0.6272,""R3"":1,""R4"":0.9966,""R5"":1,""R6"":1,""R7"":0.94545,""R8"":0.83335,""R9"":1,""R10"":0.92825}",52.845444,25.705488;27.139956,complete,2026-10-14,https://leanzero.net/agentic-benchmarks/forge,https://leanzero.net/agentic-benchmarks/forge/results/brun-5f59479e-db70-4713-bb60-d5dfcedfc536,https://leanzero.net/agentic-benchmarks/run/brun-5f59479e-db70-4713-bb60-d5dfcedfc536;https://leanzero.net/agentic-benchmarks/run/brun-50b439bb-2169-4da6-afab-387501b9643a
|
| 47 |
+
Forge,forge-2.0,Forge 2.0,True,False,9,z-ai/glm-5.3-prime,glm-5.3-prime,openrouter,cloud baseline,0.43015,median of 2 builds,2,0.4046;0.4557,0.4046,0.4557,"{""L"":1,""K"":0.9875,""T"":0.90035,""R"":0.999,""S"":1,""B"":0.8935,""U"":0.8293,""V"":1,""A"":0.8229,""E"":0.90145,""R1"":0.73085,""R2"":0.825,""R3"":1,""R4"":0.95245,""R5"":1,""R6"":0.96665,""R7"":0.8658,""R8"":0.91665,""R9"":1,""R10"":0.85415}",99.661463,51.90114;47.760323,complete,2026-10-15,https://leanzero.net/agentic-benchmarks/forge,https://leanzero.net/agentic-benchmarks/forge/results/brun-a52100ad-330a-4ccb-aece-46331533122c,https://leanzero.net/agentic-benchmarks/run/brun-a52100ad-330a-4ccb-aece-46331533122c;https://leanzero.net/agentic-benchmarks/run/brun-23522915-502f-4f55-8835-90f89a7b4a9c
|
| 48 |
+
Forge,forge-2.0,Forge 2.0,True,False,10,qwen/qwen3.8-flash,qwen3.8-flash,openrouter,cloud baseline,0.4077,median of 2 builds,2,0.3164;0.499,0.3164,0.499,"{""L"":0.97915,""K"":0.9875,""T"":0.80435,""R"":0.78985,""S"":0.99965,""B"":0.83795,""U"":0.6865,""V"":1,""A"":0.66875,""E"":0.6759,""R1"":0.99735,""R2"":0.5444,""R3"":1,""R4"":0.69045,""R5"":1,""R6"":0.96665,""R7"":0.858,""R8"":1,""R9"":0.94445,""R10"":0.66665}",,None;None,unavailable,2026-10-16,https://leanzero.net/agentic-benchmarks/forge,https://leanzero.net/agentic-benchmarks/forge/results/brun-ef5d3598-05af-41c6-a8e5-56d4e885f965,https://leanzero.net/agentic-benchmarks/run/brun-ef5d3598-05af-41c6-a8e5-56d4e885f965;https://leanzero.net/agentic-benchmarks/run/brun-4de71e42-e47c-4e08-a816-9e31db574ba0
|
| 49 |
+
Forge,forge-2.0,Forge 2.0,True,False,11,google/gemini-3.8-flash,Gemini 3.8 Flash,openrouter,cloud baseline,0.39785,median of 2 builds,2,0.4958;0.2999,0.2999,0.4958,"{""L"":1,""K"":0.975,""T"":0.90415,""R"":0.9007,""S"":0.99995,""B"":0.8426,""U"":0.69605,""V"":1,""A"":0.54165,""E"":0.7876,""R1"":0.8939,""R2"":0.43615,""R3"":0.963,""R4"":0.7203,""R5"":1,""R6"":1,""R7"":0.8785,""R8"":1,""R9"":1,""R10"":0.625}",9.871421,6.700085;3.171336,complete,2026-10-13,https://leanzero.net/agentic-benchmarks/forge,https://leanzero.net/agentic-benchmarks/forge/results/brun-1d270378-1621-4ec6-aa97-891ff10f53d3,https://leanzero.net/agentic-benchmarks/run/brun-1d270378-1621-4ec6-aa97-891ff10f53d3;https://leanzero.net/agentic-benchmarks/run/brun-b55a5dd6-37b4-4a97-950f-c948e32567ca
|
| 50 |
+
Forge,forge-2.0,Forge 2.0,True,False,12,qwen/qwen3.8-omni-flash,Qwen 3.8 Omni Flash,openrouter,cloud baseline,0.33815,median of 2 builds,2,0.5104;0.1659,0.1659,0.5104,"{""L"":1,""K"":0.975,""T"":0.91045,""R"":0.76905,""S"":1,""B"":0.68985,""U"":0.6428,""V"":1,""A"":0.5,""E"":0.73965,""R1"":0.914,""R2"":0.71725,""R3"":1,""R4"":0.6846,""R5"":1,""R6"":1,""R7"":0.94415,""R8"":0.94445,""R9"":1,""R10"":0.4884}",6.13696,1.523148;4.613812,complete,2026-10-12,https://leanzero.net/agentic-benchmarks/forge,https://leanzero.net/agentic-benchmarks/forge/results/brun-4848ff62-38e6-4017-9573-223d3d015854,https://leanzero.net/agentic-benchmarks/run/brun-4848ff62-38e6-4017-9573-223d3d015854;https://leanzero.net/agentic-benchmarks/run/brun-0ee555ba-3ce6-4527-a952-2d2f251b3c8a
|
| 51 |
+
Forge,forge-2.0,Forge 2.0,True,False,13,deepseek/deepseek-v4.1-flash,DeepSeek 4.1 Flash,openrouter,cloud baseline,0.33415,median of 2 builds,2,0.2893;0.379,0.2893,0.379,"{""L"":1,""K"":0.98395,""T"":0.84895,""R"":0.9674,""S"":1,""B"":0.875,""U"":0.68805,""V"":1,""A"":0.72915,""E"":0.75655,""R1"":0.9564,""R2"":0.627,""R3"":1,""R4"":0.83875,""R5"":1,""R6"":0.86665,""R7"":0.8741,""R8"":1,""R9"":1,""R10"":0.7384}",2.388385,1.628365;0.76002,complete,2026-10-12,https://leanzero.net/agentic-benchmarks/forge,https://leanzero.net/agentic-benchmarks/forge/results/brun-b41d2d55-d424-4ce5-a27d-2075df6cd5a3,https://leanzero.net/agentic-benchmarks/run/brun-b41d2d55-d424-4ce5-a27d-2075df6cd5a3;https://leanzero.net/agentic-benchmarks/run/brun-bf357f6a-c7b6-48f9-9318-c06ce9aa6e82
|
| 52 |
+
Forge,forge-2.0,Forge 2.0,True,False,14,meta/muse-wonder,muse-wonder,openrouter,cloud baseline,0.32845,median of 2 builds,2,0.4203;0.2366,0.2366,0.4203,"{""L"":0.9861,""K"":0.99585,""T"":0.9329,""R"":0.8886,""S"":1,""B"":0.93055,""U"":0.67095,""V"":1,""A"":0.66665,""E"":0.8141,""R1"":0.8272,""R2"":0.68,""R3"":0.83335,""R4"":0.7441,""R5"":0.9667,""R6"":1,""R7"":0.8955,""R8"":1,""R9"":0.8889,""R10"":0.67825}",17.710057,9.770072;7.939986,complete,2026-10-15,https://leanzero.net/agentic-benchmarks/forge,https://leanzero.net/agentic-benchmarks/forge/results/brun-790c0f24-e2fe-4365-ab5e-5b8224251f49,https://leanzero.net/agentic-benchmarks/run/brun-790c0f24-e2fe-4365-ab5e-5b8224251f49;https://leanzero.net/agentic-benchmarks/run/brun-1ffb977c-395d-44f8-8cae-fcb27f3f337b
|
| 53 |
+
Forge,forge-2.0,Forge 2.0,True,False,15,x-ai/grok-4.7,grok-4.7,openrouter,cloud baseline,0.32485,median of 2 builds,2,0.4682;0.1815,0.1815,0.4682,"{""L"":0.97915,""K"":0.9875,""T"":0.88065,""R"":0.8616,""S"":0.99915,""B"":0.7407,""U"":0.5669,""V"":1,""A"":0.58335,""E"":0.6552,""R1"":0.93485,""R2"":0.7,""R3"":0.9815,""R4"":0.7984,""R5"":1,""R6"":1,""R7"":0.82935,""R8"":1,""R9"":0.8889,""R10"":0.51275}",53.353432,17.19941;36.154022,mixed,2026-10-15,https://leanzero.net/agentic-benchmarks/forge,https://leanzero.net/agentic-benchmarks/forge/results/brun-51d2298c-2dd0-4309-8b99-7d830acfe3dc,https://leanzero.net/agentic-benchmarks/run/brun-51d2298c-2dd0-4309-8b99-7d830acfe3dc;https://leanzero.net/agentic-benchmarks/run/brun-8f272ae4-48d7-4a15-8d66-b11edc96e10a
|
| 54 |
+
Forge,forge-2.0,Forge 2.0,True,False,16,meta/muse-spark-1.3,muse-spark-1.3,openrouter,cloud baseline,0.2585,median of 2 builds,2,0.2202;0.2968,0.2202,0.2968,"{""L"":0.9583,""K"":0.94225,""T"":0.8537,""R"":0.7903,""S"":1,""B"":0.81485,""U"":0.509,""V"":0.9,""A"":0.7,""E"":0.6794,""R1"":0.87235,""R2"":0.625,""R3"":0.9815,""R4"":0.72845,""R5"":0.95,""R6"":0.9,""R7"":0.3104,""R8"":0.75,""R9"":1,""R10"":0.49305}",18.273529,6.988759;11.28477,complete,2026-10-14,https://leanzero.net/agentic-benchmarks/forge,https://leanzero.net/agentic-benchmarks/forge/results/brun-6153ebd5-8add-4f0f-8bde-c74c76625ae5,https://leanzero.net/agentic-benchmarks/run/brun-6153ebd5-8add-4f0f-8bde-c74c76625ae5;https://leanzero.net/agentic-benchmarks/run/brun-6eef65cd-4d7e-47b7-bafe-79fa04102e9f
|
| 55 |
+
Forge,forge-2.0,Forge 2.0,True,False,17,stepfun/step-5-preview,step-5-preview,openrouter,cloud baseline,0.25525,median of 2 builds,2,0.2749;0.2356,0.2356,0.2749,"{""L"":1,""K"":0.95,""T"":0.8756,""R"":0.9485,""S"":0.87385,""B"":0.6898,""U"":0.40175,""V"":0.8765,""A"":0.5,""E"":0.7463,""R1"":0.91665,""R2"":0.7457,""R3"":1,""R4"":0.6502,""R5"":0.9667,""R6"":0.84665,""R7"":0.6081,""R8"":0.69445,""R9"":0.83335,""R10"":0.64815}",10.5058,5.646774;4.859026,complete,2026-10-14,https://leanzero.net/agentic-benchmarks/forge,https://leanzero.net/agentic-benchmarks/forge/results/brun-11e3831f-dc3a-4708-8192-82183f5f61ff,https://leanzero.net/agentic-benchmarks/run/brun-11e3831f-dc3a-4708-8192-82183f5f61ff;https://leanzero.net/agentic-benchmarks/run/brun-442a40d8-9d22-4bd5-992a-65ebf39a3175
|
| 56 |
+
Forge,forge-2.0,Forge 2.0,True,False,18,openai/gpt-6-luna,GPT 6 Luna,openrouter,cloud baseline,0.23885,median of 2 builds,2,0.2197;0.258,0.2197,0.258,"{""L"":1,""K"":0.9679,""T"":0.89285,""R"":0.8203,""S"":0.99995,""B"":0.7222,""U"":0.74625,""V"":0.99655,""A"":0.5,""E"":0.7475,""R1"":0.875,""R2"":0.4163,""R3"":0.9815,""R4"":0.7049,""R5"":0.95,""R6"":0.96665,""R7"":0.70335,""R8"":1,""R9"":0.8889,""R10"":0.45025}",1.499933,0.8807;0.619233,complete,2026-10-12,https://leanzero.net/agentic-benchmarks/forge,https://leanzero.net/agentic-benchmarks/forge/results/brun-6f7f82fd-dd4f-4ca1-8c0f-cbffeab37a23,https://leanzero.net/agentic-benchmarks/run/brun-6f7f82fd-dd4f-4ca1-8c0f-cbffeab37a23;https://leanzero.net/agentic-benchmarks/run/brun-47d215ef-4f56-4259-ab8f-712b1ea09b85
|
| 57 |
+
Forge,forge-2.0,Forge 2.0,True,False,19,tencent/hy4-preview,hy4-preview,openrouter,cloud baseline,0.2228,median of 2 builds,2,0.0555;0.3901,0.0555,0.3901,"{""L"":1,""K"":0.9875,""T"":0.88325,""R"":0.9224,""S"":0.99995,""B"":0.81865,""U"":0.6967,""V"":1,""A"":0.5,""E"":0.72875,""R1"":0.5,""R2"":0.675,""R3"":0.53335,""R4"":0.45055,""R5"":0.5,""R6"":0.4,""R7"":0.2198,""R8"":0.75,""R9"":0.72225,""R10"":0.40045}",6.300368,1.760588;4.53978,complete,2026-10-14,https://leanzero.net/agentic-benchmarks/forge,https://leanzero.net/agentic-benchmarks/forge/results/brun-f67ea46a-e46b-452d-be9c-39bf4687d74d,https://leanzero.net/agentic-benchmarks/run/brun-f67ea46a-e46b-452d-be9c-39bf4687d74d;https://leanzero.net/agentic-benchmarks/run/brun-43a29fd8-464b-407b-90df-c834bcbd76b0
|
| 58 |
+
Forge,forge-2.0,Forge 2.0,True,False,20,z-ai/glm-5.3-flashx,glm-5.3-flashx,openrouter,cloud baseline,0.20255,median of 2 builds,2,0.3337;0.0714,0.0714,0.3337,"{""L"":0.9861,""K"":1,""T"":0.60435,""R"":0.762,""S"":0.99995,""B"":0.67595,""U"":0.5084,""V"":1,""A"":0.54165,""E"":0.4862,""R1"":0.875,""R2"":0.6281,""R3"":0.83335,""R4"":0.48335,""R5"":0.9667,""R6"":0.8,""R7"":0.31855,""R8"":1,""R9"":1,""R10"":0.5382}",10.036671,5.728495;4.308177,complete,2026-10-14,https://leanzero.net/agentic-benchmarks/forge,https://leanzero.net/agentic-benchmarks/forge/results/brun-8b776fa5-9091-40cd-9aa1-5315edb74550,https://leanzero.net/agentic-benchmarks/run/brun-8b776fa5-9091-40cd-9aa1-5315edb74550;https://leanzero.net/agentic-benchmarks/run/brun-2f4eee0e-1870-4baf-abd6-d964e2462df7
|
| 59 |
+
Forge,forge-2.0,Forge 2.0,True,False,21,inclusionai/ling-3.1-flash,ling-3.1-flash,openrouter,cloud baseline,0.1756,median of 2 builds,2,0.193;0.1582,0.1582,0.193,"{""L"":1,""K"":0.85,""T"":0.84445,""R"":0.66795,""S"":0.875,""B"":0.4444,""U"":0.27605,""V"":0.8,""A"":0.5,""E"":0.5828,""R1"":0.99735,""R2"":0.55975,""R3"":1,""R4"":0.4854,""R5"":0.98335,""R6"":0.66,""R7"":0.2523,""R8"":0,""R9"":0.66665,""R10"":0.5833}",1.552652,0.610481;0.942171,complete,2026-10-14,https://leanzero.net/agentic-benchmarks/forge,https://leanzero.net/agentic-benchmarks/forge/results/brun-3d0702b3-bf66-42f0-8125-1c39935a81bd,https://leanzero.net/agentic-benchmarks/run/brun-3d0702b3-bf66-42f0-8125-1c39935a81bd;https://leanzero.net/agentic-benchmarks/run/brun-944ca5ba-65af-446d-af01-e8e6eff6300f
|
| 60 |
+
Forge,forge-2.0,Forge 2.0,True,False,22,z-ai/glm-5.3,GLM 5.3,openrouter,cloud baseline,0.16515,median of 2 builds,2,0.185;0.1453,0.1453,0.185,"{""L"":0.9653,""K"":0.8998,""T"":0.946,""R"":0.99715,""S"":0.9999,""B"":0.7407,""U"":0.7137,""V"":1,""A"":0.5,""E"":0.89165,""R1"":0.75,""R2"":0.42325,""R3"":1,""R4"":0.57765,""R5"":0,""R6"":0.1,""R7"":0.9305,""R8"":0.3889,""R9"":0.5556,""R10"":0.6169}",8.656271,4.827782;3.828489,complete,2026-10-13,https://leanzero.net/agentic-benchmarks/forge,https://leanzero.net/agentic-benchmarks/forge/results/brun-2ca29d71-379a-4f62-bf3e-e33fddc84d34,https://leanzero.net/agentic-benchmarks/run/brun-2ca29d71-379a-4f62-bf3e-e33fddc84d34;https://leanzero.net/agentic-benchmarks/run/brun-6a726fe2-2036-40e1-aae4-0e2904171939
|
| 61 |
+
Forge,forge-2.0,Forge 2.0,True,False,23,Mihai-LeanZero/Qwen3.8-27B-Atlassian-Q8-base-mlx,Qwen3.8-27B,openai,community run,0.1457,single build,1,0.1457,0.1457,0.1457,"{""L"":0.7917,""K"":0.9917,""T"":0.8056,""R"":0.5967,""S"":1,""B"":0.7926,""U"":0.5544,""V"":1,""A"":0.5833,""E"":0.5563,""R1"":0.7447,""R2"":0.7404,""R3"":1,""R4"":0.7555,""R5"":0,""R6"":0.1,""R7"":0.7082,""R8"":0.7778,""R9"":0.4445,""R10"":0.338}",,None,unavailable,2026-10-17,https://leanzero.net/agentic-benchmarks/forge,https://leanzero.net/agentic-benchmarks/run/brun-271157d7-c94a-4fc2-bfe2-b9ce605cc272,https://leanzero.net/agentic-benchmarks/run/brun-271157d7-c94a-4fc2-bfe2-b9ce605cc272
|
| 62 |
+
Forge,forge-2.0,Forge 2.0,True,False,24,Mihai-LeanZero/Qwen3.8-27B-Atlassian-Q8-base-mlx,Qwen3.8-27B,openai,community run,0.1342,single build,1,0.1342,0.1342,0.1342,"{""L"":0.9583,""K"":1,""T"":0.7878,""R"":0.6111,""S"":0.9998,""B"":0.713,""U"":0.5537,""V"":1,""A"":0.5,""E"":0.5073,""R1"":0.9947,""R2"":0.2562,""R3"":1,""R4"":0.6251,""R5"":1,""R6"":0.1,""R7"":0.5705,""R8"":1,""R9"":0.7778,""R10"":0.4352}",,None,unavailable,2026-10-16,https://leanzero.net/agentic-benchmarks/forge,https://leanzero.net/agentic-benchmarks/run/brun-e9627ca5-7147-434e-a596-c7589858e5ff,https://leanzero.net/agentic-benchmarks/run/brun-e9627ca5-7147-434e-a596-c7589858e5ff
|
| 63 |
+
Forge,forge-2.0,Forge 2.0,True,False,25,anthropic/claude-haiku-5.5,claude-haiku-5.5,openrouter,cloud baseline,0.0621,median of 2 builds,2,0.0632;0.061,0.061,0.0632,"{""L"":0.5699,""K"":0.925,""T"":0.54095,""R"":0.4879,""S"":0.75,""B"":0.47685,""U"":0.5123,""V"":0.9,""A"":0.5,""E"":0.239,""R1"":0.12235,""R2"":0.1932,""R3"":0.80525,""R4"":0,""R5"":0,""R6"":0,""R7"":0,""R8"":0.25,""R9"":0.33335,""R10"":0.3333}",1.706533,0.668788;1.037745,complete,2026-10-14,https://leanzero.net/agentic-benchmarks/forge,https://leanzero.net/agentic-benchmarks/forge/results/brun-33fa7fda-e134-43d2-ac4c-4df12977fef1,https://leanzero.net/agentic-benchmarks/run/brun-33fa7fda-e134-43d2-ac4c-4df12977fef1;https://leanzero.net/agentic-benchmarks/run/brun-264129bd-7058-4270-9cd8-1521c6493eb0
|
| 64 |
+
Forge,forge-2.0,Forge 2.0,True,False,26,qwen/qwen3.8-27b,Qwen 3.8 27B,openrouter,cloud baseline,0.03155,median of 2 builds,2,0.0014;0.0617,0.0014,0.0617,"{""L"":0.5,""K"":0.4875,""T"":0.5326,""R"":0.5534,""S"":0.5,""B"":0.3935,""U"":0.37595,""V"":0.5,""A"":0.25,""E"":0.408,""R1"":0,""R2"":0.10495,""R3"":0.29275,""R4"":0,""R5"":0,""R6"":0,""R7"":0,""R8"":0.25,""R9"":0.22225,""R10"":0}",0.463753,0.332854;0.130899,complete,2026-10-13,https://leanzero.net/agentic-benchmarks/forge,https://leanzero.net/agentic-benchmarks/forge/results/brun-40984c24-de35-466d-9833-8989c7b1daab,https://leanzero.net/agentic-benchmarks/run/brun-40984c24-de35-466d-9833-8989c7b1daab;https://leanzero.net/agentic-benchmarks/run/brun-43e55d34-0f0b-45f2-9ef7-bef92717b144
|
| 65 |
+
Forge,forge-2.0,Forge 2.0,True,False,27,z-ai/glm-5.3-flash,GLM 5.3 Flash,openrouter,cloud baseline,0.03155,median of 2 builds,2,0.0014;0.0617,0.0014,0.0617,"{""L"":0.5,""K"":0.4875,""T"":0.5326,""R"":0.5534,""S"":0.5,""B"":0.3935,""U"":0.37595,""V"":0.5,""A"":0.25,""E"":0.408,""R1"":0,""R2"":0.10495,""R3"":0.29275,""R4"":0,""R5"":0,""R6"":0,""R7"":0,""R8"":0.25,""R9"":0.22225,""R10"":0}",1.38211,1.029328;0.352782,mixed,2026-10-13,https://leanzero.net/agentic-benchmarks/forge,https://leanzero.net/agentic-benchmarks/forge/results/brun-45db4732-0a62-4d75-b4ce-1a862125d66e,https://leanzero.net/agentic-benchmarks/run/brun-45db4732-0a62-4d75-b4ce-1a862125d66e;https://leanzero.net/agentic-benchmarks/run/brun-e65fc167-effc-485d-9532-8cd72fdf9f52
|
| 66 |
+
Forge,forge-1.0,Forge 1.0,False,True,1,openai/gpt-6.1-sol,gpt-6.1-sol,openrouter,cloud baseline,0.9769,single build,1,0.9769,0.9769,0.9769,"{""L"":1,""K"":1,""T"":1,""R"":1,""S"":1,""B"":1,""U"":1,""V"":1,""A"":1,""E"":0.8075}",0.720235,0.720235,incomplete,2026-10-03,https://leanzero.net/agentic-benchmarks/forge,https://leanzero.net/agentic-benchmarks/run/brun-b1b21dce-ad8d-424f-a598-f86860b2fc24,https://leanzero.net/agentic-benchmarks/run/brun-b1b21dce-ad8d-424f-a598-f86860b2fc24
|
| 67 |
+
Forge,forge-1.0,Forge 1.0,False,True,2,anthropic/claude-opus-5.5,claude-opus-5.5,openrouter,cloud baseline,0.9767,single build,1,0.9767,0.9767,0.9767,"{""L"":1,""K"":1,""T"":1,""R"":1,""S"":1,""B"":1,""U"":1,""V"":1,""A"":1,""E"":0.8057}",4.263269,4.263269,incomplete,2026-10-04,https://leanzero.net/agentic-benchmarks/forge,https://leanzero.net/agentic-benchmarks/run/brun-24388b21-0b3e-46c5-9525-2b4b99f1a049,https://leanzero.net/agentic-benchmarks/run/brun-24388b21-0b3e-46c5-9525-2b4b99f1a049
|
| 68 |
+
Forge,forge-1.0,Forge 1.0,False,True,3,openai/gpt-6.1-sol-pro,gpt-6.1-sol-pro,openrouter,cloud baseline,0.9664,single build,1,0.9664,0.9664,0.9664,"{""L"":1,""K"":1,""T"":1,""R"":1,""S"":1,""B"":1,""U"":1,""V"":1,""A"":1,""E"":0.7199}",13.360649,13.360649,incomplete,2026-10-04,https://leanzero.net/agentic-benchmarks/forge,https://leanzero.net/agentic-benchmarks/run/brun-547fa535-2982-4fa1-9703-15eff83de0f1,https://leanzero.net/agentic-benchmarks/run/brun-547fa535-2982-4fa1-9703-15eff83de0f1
|
| 69 |
+
Forge,forge-1.0,Forge 1.0,False,True,4,anthropic/claude-haiku-5.5,claude-haiku-5.5,openrouter,cloud baseline,0.9661,single build,1,0.9661,0.9661,0.9661,"{""L"":1,""K"":1,""T"":1,""R"":1,""S"":1,""B"":1,""U"":1,""V"":1,""A"":1,""E"":0.7176}",0.518635,0.518635,incomplete,2026-10-09,https://leanzero.net/agentic-benchmarks/forge,https://leanzero.net/agentic-benchmarks/run/brun-27dd9c60-92b2-408c-9840-8a779a53f909,https://leanzero.net/agentic-benchmarks/run/brun-27dd9c60-92b2-408c-9840-8a779a53f909
|
| 70 |
+
Forge,forge-1.0,Forge 1.0,False,True,5,unbiased/pareto-26.10-preview,pareto-26.10-preview,openrouter,cloud baseline,0.945,single build,1,0.945,0.945,0.945,"{""L"":1,""K"":1,""T"":1,""R"":0.75,""S"":1,""B"":1,""U"":1,""V"":1,""A"":1,""E"":0.7983}",0.335256,0.335256,incomplete,2026-10-07,https://leanzero.net/agentic-benchmarks/forge,https://leanzero.net/agentic-benchmarks/run/brun-49a2c4a7-39ce-4452-b46b-cb3d839715a3,https://leanzero.net/agentic-benchmarks/run/brun-49a2c4a7-39ce-4452-b46b-cb3d839715a3
|
| 71 |
+
Forge,forge-1.0,Forge 1.0,False,True,6,qwen/qwen3.8-omni-flash,qwen3.8-omni-flash,openrouter,cloud baseline,0.8951,single build,1,0.8951,0.8951,0.8951,"{""L"":0.9722,""K"":1,""T"":0.9881,""R"":1,""S"":1,""B"":0.8333,""U"":0.9091,""V"":1,""A"":1,""E"":0.6288}",2.204988,2.204988,incomplete,2026-10-03,https://leanzero.net/agentic-benchmarks/forge,https://leanzero.net/agentic-benchmarks/run/brun-fd705a48-159b-42da-80d5-5e0fe89809c7,https://leanzero.net/agentic-benchmarks/run/brun-fd705a48-159b-42da-80d5-5e0fe89809c7
|
| 72 |
+
Forge,forge-1.0,Forge 1.0,False,True,7,anthropic/claude-sonnet-5.5,claude-sonnet-5.5,openrouter,cloud baseline,0.8649,single build,1,0.8649,0.8649,0.8649,"{""L"":1,""K"":0.9,""T"":1,""R"":1,""S"":1,""B"":0.8333,""U"":0.8,""V"":1,""A"":1,""E"":0.7714}",1.4506,1.4506,incomplete,2026-10-04,https://leanzero.net/agentic-benchmarks/forge,https://leanzero.net/agentic-benchmarks/run/brun-7792ccfc-e554-4b2b-8e74-bddebe471d79,https://leanzero.net/agentic-benchmarks/run/brun-7792ccfc-e554-4b2b-8e74-bddebe471d79
|
| 73 |
+
Forge,forge-1.0,Forge 1.0,False,True,8,typesafe/jev-router,jev-router,openrouter,cloud baseline,0.7978,single build,1,0.7978,0.7978,0.7978,"{""L"":1,""K"":1,""T"":1,""R"":1,""S"":1,""B"":1,""U"":1,""V"":0.9882,""A"":1,""E"":0.8083}",0.230772,0.230772,incomplete,2026-10-04,https://leanzero.net/agentic-benchmarks/forge,https://leanzero.net/agentic-benchmarks/run/brun-a2b1f068-8f79-4f3f-857f-2a969a323a26,https://leanzero.net/agentic-benchmarks/run/brun-a2b1f068-8f79-4f3f-857f-2a969a323a26
|
| 74 |
+
Forge,forge-1.0,Forge 1.0,False,True,9,qwen/qwen3.8-flash,qwen3.8-flash,openrouter,cloud baseline,0.7961,single build,1,0.7961,0.7961,0.7961,"{""L"":1,""K"":0.89,""T"":1,""R"":1,""S"":1,""B"":1,""U"":0.803,""V"":0.9529,""A"":1,""E"":0.8606}",0.467769,0.467769,incomplete,2026-10-05,https://leanzero.net/agentic-benchmarks/forge,https://leanzero.net/agentic-benchmarks/run/brun-f405cf36-c3f1-4187-8108-aeadc4d66da7,https://leanzero.net/agentic-benchmarks/run/brun-f405cf36-c3f1-4187-8108-aeadc4d66da7
|
| 75 |
+
Forge,forge-1.0,Forge 1.0,False,True,10,xiaomi/mimo-v2.6-flash,mimo-v2.6-flash,openrouter,cloud baseline,0.7919,single build,1,0.7919,0.7919,0.7919,"{""L"":1,""K"":0.9917,""T"":0.8409,""R"":0.875,""S"":1,""B"":0.8889,""U"":0.7486,""V"":0.9294,""A"":0.75,""E"":0.7204}",0.156377,0.156377,incomplete,2026-10-03,https://leanzero.net/agentic-benchmarks/forge,https://leanzero.net/agentic-benchmarks/run/brun-9762ce2c-22cc-47f3-9bce-f2381533317f,https://leanzero.net/agentic-benchmarks/run/brun-9762ce2c-22cc-47f3-9bce-f2381533317f
|
| 76 |
+
Forge,forge-1.0,Forge 1.0,False,True,11,qwen/qwen3.8-max-prime,qwen3.8-max-prime,openrouter,cloud baseline,0.6953,single build,1,0.6953,0.6953,0.6953,"{""L"":1,""K"":0.8941,""T"":1,""R"":0.875,""S"":0.75,""B"":1,""U"":1,""V"":1,""A"":1,""E"":0.7432}",16.460427,16.460427,incomplete,2026-10-06,https://leanzero.net/agentic-benchmarks/forge,https://leanzero.net/agentic-benchmarks/run/brun-08fe1d9d-a420-4fc3-9c75-5cbb1710cc52,https://leanzero.net/agentic-benchmarks/run/brun-08fe1d9d-a420-4fc3-9c75-5cbb1710cc52
|
| 77 |
+
Forge,forge-1.0,Forge 1.0,False,True,12,x-ai/grok-4.7,grok-4.7,openrouter,cloud baseline,0.6912,single build,1,0.6912,0.6912,0.6912,"{""L"":1,""K"":0.9667,""T"":0.6161,""R"":1,""S"":1,""B"":0.9444,""U"":0.88,""V"":1,""A"":0.75,""E"":0.515}",5.347905,5.347905,incomplete,2026-10-06,https://leanzero.net/agentic-benchmarks/forge,https://leanzero.net/agentic-benchmarks/run/brun-eacd7c9a-30c7-4cfc-9544-3d815f5aefed,https://leanzero.net/agentic-benchmarks/run/brun-eacd7c9a-30c7-4cfc-9544-3d815f5aefed
|
| 78 |
+
Forge,forge-1.0,Forge 1.0,False,True,13,tencent/hy4-preview,hy4-preview,openrouter,cloud baseline,0.689,single build,1,0.689,0.689,0.689,"{""L"":1,""K"":0.9,""T"":0.75,""R"":0.9041,""S"":1,""B"":0.7222,""U"":0.6384,""V"":0.8588,""A"":1,""E"":0.544}",1.348705,1.348705,incomplete,2026-10-06,https://leanzero.net/agentic-benchmarks/forge,https://leanzero.net/agentic-benchmarks/run/brun-0470cc5e-d90d-4ab1-870a-db29aadf505a,https://leanzero.net/agentic-benchmarks/run/brun-0470cc5e-d90d-4ab1-870a-db29aadf505a
|
| 79 |
+
Forge,forge-1.0,Forge 1.0,False,True,14,z-ai/glm-5.3-flashx,glm-5.3-flashx,openrouter,cloud baseline,0.4939,single build,1,0.4939,0.4939,0.4939,"{""L"":0.9583,""K"":1,""T"":1,""R"":1,""S"":1,""B"":0.463,""U"":0.812,""V"":1,""A"":0.5417,""E"":0.5127}",1.979013,1.979013,incomplete,2026-10-07,https://leanzero.net/agentic-benchmarks/forge,https://leanzero.net/agentic-benchmarks/run/brun-f69ae00b-c428-4d28-9675-2389e66b1576,https://leanzero.net/agentic-benchmarks/run/brun-f69ae00b-c428-4d28-9675-2389e66b1576
|
| 80 |
+
Forge,forge-1.0,Forge 1.0,False,True,15,z-ai/glm-5.3-prime,glm-5.3-prime,openrouter,cloud baseline,0.4736,single build,1,0.4736,0.4736,0.4736,"{""L"":0.8333,""K"":0.9219,""T"":0.8438,""R"":1,""S"":1,""B"":0.8333,""U"":0.7108,""V"":0.9765,""A"":0.5,""E"":0.6327}",11.773323,11.773323,incomplete,2026-10-07,https://leanzero.net/agentic-benchmarks/forge,https://leanzero.net/agentic-benchmarks/run/brun-b6accd19-e00f-4fe1-95d2-b8916369ccc9,https://leanzero.net/agentic-benchmarks/run/brun-b6accd19-e00f-4fe1-95d2-b8916369ccc9
|
| 81 |
+
Forge,forge-1.0,Forge 1.0,False,True,16,fireworks/ember-1,ember-1,openrouter,cloud baseline,0.4576,single build,1,0.4576,0.4576,0.4576,"{""L"":1,""K"":0.8298,""T"":0.4731,""R"":0.6474,""S"":0.75,""B"":0.7593,""U"":0.5824,""V"":1,""A"":0.6666,""E"":0.2251}",8.350607,8.350607,incomplete,2026-10-06,https://leanzero.net/agentic-benchmarks/forge,https://leanzero.net/agentic-benchmarks/run/brun-9fd75506-4584-425b-9b8b-0d9aa0fad5e3,https://leanzero.net/agentic-benchmarks/run/brun-9fd75506-4584-425b-9b8b-0d9aa0fad5e3
|
| 82 |
+
Forge,forge-1.0,Forge 1.0,False,True,17,openai/gpt-6-luna,gpt-6-luna,openrouter,cloud baseline,0.395,single build,1,0.395,0.395,0.395,"{""L"":0.8333,""K"":0.8804,""T"":0.7338,""R"":0.625,""S"":1,""B"":0.5555,""U"":0.4773,""V"":1,""A"":0.5,""E"":0.3336}",0.22388,0.22388,incomplete,2026-10-03,https://leanzero.net/agentic-benchmarks/forge,https://leanzero.net/agentic-benchmarks/run/brun-04837fb7-9dc1-4970-8504-bd98a9913302,https://leanzero.net/agentic-benchmarks/run/brun-04837fb7-9dc1-4970-8504-bd98a9913302
|
| 83 |
+
Forge,forge-1.0,Forge 1.0,False,True,18,deepseek/deepseek-v4.1-flash,deepseek-v4.1-flash,openrouter,cloud baseline,0.3354,single build,1,0.3354,0.3354,0.3354,"{""L"":0.9722,""K"":0.8,""T"":0.8438,""R"":0.8603,""S"":0.75,""B"":0.4445,""U"":0,""V"":0,""A"":0.75,""E"":0.3565}",0.155867,0.155867,incomplete,2026-10-04,https://leanzero.net/agentic-benchmarks/forge,https://leanzero.net/agentic-benchmarks/run/brun-ac2cbe71-de3c-4407-875b-88c41ec7de0d,https://leanzero.net/agentic-benchmarks/run/brun-ac2cbe71-de3c-4407-875b-88c41ec7de0d
|
| 84 |
+
Forge,forge-1.0,Forge 1.0,False,True,19,~openai/gpt-terra-latest,gpt-terra-latest,openrouter,cloud baseline,0.2611,single build,1,0.2611,0.2611,0.2611,"{""L"":1,""K"":1,""T"":0.4587,""R"":0.875,""S"":1,""B"":0.5555,""U"":0.6816,""V"":0.9765,""A"":0.8333,""E"":0.3503}",2.562644,2.562644,incomplete,2026-10-06,https://leanzero.net/agentic-benchmarks/forge,https://leanzero.net/agentic-benchmarks/run/brun-8f5dc5a7-7862-4dbf-9bef-f3ef8dc85467,https://leanzero.net/agentic-benchmarks/run/brun-8f5dc5a7-7862-4dbf-9bef-f3ef8dc85467
|
| 85 |
+
Forge,forge-1.0,Forge 1.0,False,True,20,google/gemini-3.8-flash,gemini-3.8-flash,openrouter,cloud baseline,0.1901,single build,1,0.1901,0.1901,0.1901,"{""L"":1,""K"":0.8,""T"":0.5727,""R"":0.6786,""S"":0.75,""B"":0.1667,""U"":0,""V"":0,""A"":0.5,""E"":0}",1.421558,1.421558,incomplete,2026-10-06,https://leanzero.net/agentic-benchmarks/forge,https://leanzero.net/agentic-benchmarks/run/brun-4fd6b0ba-9f52-4ea4-9c60-9ac031838231,https://leanzero.net/agentic-benchmarks/run/brun-4fd6b0ba-9f52-4ea4-9c60-9ac031838231
|
| 86 |
+
Forge,forge-1.0,Forge 1.0,False,True,21,qwen/qwen3.8-27b,qwen3.8-27b,openrouter,cloud baseline,0.1582,single build,1,0.1582,0.1582,0.1582,"{""L"":0.9722,""K"":0.79,""T"":0.4917,""R"":0.4395,""S"":0.75,""B"":0.2222,""U"":0,""V"":0.2,""A"":0.5,""E"":0}",2.559999,2.559999,incomplete,2026-10-04,https://leanzero.net/agentic-benchmarks/forge,https://leanzero.net/agentic-benchmarks/run/brun-08d8a412-dab1-4c34-aa36-01b5d1e05b28,https://leanzero.net/agentic-benchmarks/run/brun-08d8a412-dab1-4c34-aa36-01b5d1e05b28
|
| 87 |
+
Forge,forge-1.0,Forge 1.0,False,True,22,meta/muse-spark-1.3,muse-spark-1.3,openrouter,cloud baseline,0.1312,single build,1,0.1312,0.1312,0.1312,"{""L"":0.8333,""K"":0.6643,""T"":0.25,""R"":0.4758,""S"":0,""B"":0.1667,""U"":0.197,""V"":0.7333,""A"":0.5,""E"":0.1786}",18.737934,18.737934,incomplete,2026-10-06,https://leanzero.net/agentic-benchmarks/forge,https://leanzero.net/agentic-benchmarks/run/brun-2c91ac73-a7b2-49fe-996e-a91ecba39f60,https://leanzero.net/agentic-benchmarks/run/brun-2c91ac73-a7b2-49fe-996e-a91ecba39f60
|
| 88 |
+
Forge,forge-1.0,Forge 1.0,False,True,23,inclusionai/ling-3.0-flash,ling-3.0-flash,openrouter,cloud baseline,0.0387,single build,1,0.0387,0.0387,0.0387,"{""L"":0.3333,""K"":0.2667,""T"":0,""R"":0,""S"":0,""B"":0,""U"":0,""V"":0,""A"":0.25,""E"":0}",0.093507,0.093507,incomplete,2026-10-06,https://leanzero.net/agentic-benchmarks/forge,https://leanzero.net/agentic-benchmarks/run/brun-0da6b6cd-be3d-4b3d-910f-e538416e7dff,https://leanzero.net/agentic-benchmarks/run/brun-0da6b6cd-be3d-4b3d-910f-e538416e7dff
|
| 89 |
+
Forge,forge-1.0,Forge 1.0,False,True,24,z-ai/glm-5.3,glm-5.3,openrouter,cloud baseline,0.0292,single build,1,0.0292,0.0292,0.0292,"{""L"":0.2778,""K"":0.5,""T"":0,""R"":0,""S"":0,""B"":0,""U"":0,""V"":0,""A"":0.25,""E"":0}",3.512726,3.512726,incomplete,2026-10-04,https://leanzero.net/agentic-benchmarks/forge,https://leanzero.net/agentic-benchmarks/run/brun-da06452c-a788-4406-bf82-9ba741ba7cca,https://leanzero.net/agentic-benchmarks/run/brun-da06452c-a788-4406-bf82-9ba741ba7cca
|
| 90 |
+
Forge,forge-1.0,Forge 1.0,False,True,25,nex-agi/nex-n2.5-pro,nex-n2.5-pro,openrouter,cloud baseline,0.0081,single build,1,0.0081,0.0081,0.0081,"{""L"":0,""K"":0.4286,""T"":0,""R"":0,""S"":0,""B"":0,""U"":0,""V"":0,""A"":0,""E"":0}",1.660402,1.660402,incomplete,2026-10-05,https://leanzero.net/agentic-benchmarks/forge,https://leanzero.net/agentic-benchmarks/run/brun-a449b92c-1ee5-4c11-b90e-43eb97f146a8,https://leanzero.net/agentic-benchmarks/run/brun-a449b92c-1ee5-4c11-b90e-43eb97f146a8
|
| 91 |
+
Forge,forge-1.0,Forge 1.0,False,True,26,upstage/solar-mini4,solar-mini4,openrouter,cloud baseline,0.0016,single build,1,0.0016,0.0016,0.0016,"{""L"":0,""K"":0.2286,""T"":0,""R"":0,""S"":0,""B"":0,""U"":0,""V"":0,""A"":0,""E"":0}",0.227997,0.227997,incomplete,2026-10-07,https://leanzero.net/agentic-benchmarks/forge,https://leanzero.net/agentic-benchmarks/run/brun-ce0ebea1-68b7-468f-ac10-2cb9022f7232,https://leanzero.net/agentic-benchmarks/run/brun-ce0ebea1-68b7-468f-ac10-2cb9022f7232
|
| 92 |
+
Forge,forge-1.0,Forge 1.0,False,True,27,aion-labs/aion-3.5,aion-3.5,openrouter,cloud baseline,0,single build,1,0,0,0,"{""L"":0,""K"":0,""T"":0,""R"":0,""S"":0,""B"":0,""U"":0,""V"":0,""A"":0,""E"":0}",0.359761,0.359761,incomplete,2026-10-07,https://leanzero.net/agentic-benchmarks/forge,https://leanzero.net/agentic-benchmarks/run/brun-068ab02b-5f19-447f-aa18-4d753eefdafd,https://leanzero.net/agentic-benchmarks/run/brun-068ab02b-5f19-447f-aa18-4d753eefdafd
|
| 93 |
+
Forge,forge-1.0,Forge 1.0,False,True,28,aion-labs/aion-3.5-mini,aion-3.5-mini,openrouter,cloud baseline,0,single build,1,0,0,0,"{""L"":0,""K"":0,""T"":0,""R"":0,""S"":0,""B"":0,""U"":0,""V"":0,""A"":0,""E"":0}",,None,unavailable,2026-10-06,https://leanzero.net/agentic-benchmarks/forge,https://leanzero.net/agentic-benchmarks/run/brun-0b2dfec4-c088-47b6-861e-188a08aca16d,https://leanzero.net/agentic-benchmarks/run/brun-0b2dfec4-c088-47b6-861e-188a08aca16d
|
| 94 |
+
Forge,forge-1.0,Forge 1.0,False,True,29,~deepseek/deepseek-pro-latest,deepseek-pro-latest,openrouter,cloud baseline,0,single build,1,0,0,0,"{""L"":0,""K"":0,""T"":0,""R"":0,""S"":0,""B"":0,""U"":0,""V"":0,""A"":0,""E"":0}",3.222554,3.222554,incomplete,2026-10-07,https://leanzero.net/agentic-benchmarks/forge,https://leanzero.net/agentic-benchmarks/run/brun-36e7e1b9-cd3e-4378-9acc-be3d01776ef0,https://leanzero.net/agentic-benchmarks/run/brun-36e7e1b9-cd3e-4378-9acc-be3d01776ef0
|
| 95 |
+
Forge,forge-1.0,Forge 1.0,False,True,30,nvidia/nemotron-3.5-lightning,nemotron-3.5-lightning,openrouter,cloud baseline,0,single build,1,0,0,0,"{""L"":0,""K"":0,""T"":0,""R"":0,""S"":0,""B"":0,""U"":0,""V"":0,""A"":0,""E"":0}",0.288758,0.288758,incomplete,2026-10-06,https://leanzero.net/agentic-benchmarks/forge,https://leanzero.net/agentic-benchmarks/run/brun-6fac5753-e900-4430-a18e-1db017f0bce3,https://leanzero.net/agentic-benchmarks/run/brun-6fac5753-e900-4430-a18e-1db017f0bce3
|
| 96 |
+
Forge,forge-1.0,Forge 1.0,False,True,31,z-ai/glm-5.3-flash,glm-5.3-flash,openrouter,cloud baseline,0,single build,1,0,0,0,"{""L"":0,""K"":0,""T"":0,""R"":0,""S"":0,""B"":0,""U"":0,""V"":0,""A"":0,""E"":0}",0.306732,0.306732,incomplete,2026-10-06,https://leanzero.net/agentic-benchmarks/forge,https://leanzero.net/agentic-benchmarks/run/brun-a8609e06-f9d8-4e2f-a4c2-ade29f06953c,https://leanzero.net/agentic-benchmarks/run/brun-a8609e06-f9d8-4e2f-a4c2-ade29f06953c
|