version string | task string | model string | skill float64 | reward float64 | pnl_usd float64 | reference_pnl_usd float64 | bound_pnl_usd float64 | status string | graded bool | sessions int64 | disqualified int64 | cost_usd float64 | input_tokens int64 | cache_tokens int64 | output_tokens int64 | agent_seconds float64 | verifier_seconds float64 | agent string | agent_version string | trial string | started_at string | exception string | task_ref string | path string | review string |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0.10.0 | phoenix-flash-crash | claude-sonnet-5-5 | 0.692739 | 0.063106 | 6,228.439867 | 8,991.03 | 98,698.287303 | success | true | 72 | 0 | 0.48609 | 988,739 | 832,193 | 9,187 | 2,965 | 719.5 | claude-code | 2.1.312 | phoenix-flash-crash__7jV7QMP | 2026-11-05T01:02:15.419922Z | null | sha256:632911dfaaf054af880596600b3d3e48e07be7f1386d53b511089a6b2c982cc9 | 2026-11-04__20-02-10/phoenix-flash-crash__7jV7QMP | https://lgalabru.github.io/machine-trading/bench/#/@0.10.0/task/solana-foundation%2Fphoenix-flash-crash?run=0 |
0.10.0 | phoenix-flash-crash | claude-sonnet-5-5 | 0 | 0 | 113.314201 | 6,024.94 | 72,288.524616 | success | true | 55 | 1 | 0.61376 | 1,072,015 | 940,464 | 19,086 | 2,347.7 | 588.4 | claude-code | 2.1.312 | phoenix-flash-crash__i3EXZvC | 2026-11-05T02:57:34.034234Z | null | sha256:632911dfaaf054af880596600b3d3e48e07be7f1386d53b511089a6b2c982cc9 | 2026-11-04__20-02-10/phoenix-flash-crash__i3EXZvC | https://lgalabru.github.io/machine-trading/bench/#/@0.10.0/task/solana-foundation%2Fphoenix-flash-crash?run=1 |
0.10.0 | phoenix-flash-crash | claude-sonnet-5-5 | 0.390132 | 0.03554 | 3,507.690264 | 8,991.03 | 98,698.287303 | success | true | 72 | 0 | 0.852712 | 1,986,650 | 1,770,396 | 13,508 | 3,424.8 | 717.6 | claude-code | 2.1.312 | phoenix-flash-crash__qrRBGSz | 2026-11-05T02:05:43.184837Z | null | sha256:632911dfaaf054af880596600b3d3e48e07be7f1386d53b511089a6b2c982cc9 | 2026-11-04__20-02-10/phoenix-flash-crash__qrRBGSz | https://lgalabru.github.io/machine-trading/bench/#/@0.10.0/task/solana-foundation%2Fphoenix-flash-crash?run=2 |
0.10.0 | phoenix-market-making | claude-sonnet-5-5 | 0.891761 | 0.009803 | 184.8977 | 207.34 | 18,862.198066 | success | true | 72 | 0 | 0.45203 | 1,579,296 | 1,443,063 | 10,564 | 1,907.7 | 3,233.5 | claude-code | 2.1.312 | phoenix-market-making__8GvRxtC | 2026-11-05T01:02:15.385492Z | null | sha256:b4a8d7f903a1ff73b8e0987d76131baaccd9d59a48c65d04dac93ab688c51d32 | 2026-11-04__20-02-10/phoenix-market-making__8GvRxtC | https://lgalabru.github.io/machine-trading/bench/#/@0.10.0/task/solana-foundation%2Fphoenix-market-making?run=3 |
0.10.0 | phoenix-market-making | claude-sonnet-5-5 | -0.163259 | 0 | -33.850036 | 207.34 | 18,862.198066 | success | true | 72 | 0 | 0.986182 | 1,318,497 | 1,005,477 | 10,311 | 3,600 | 2,843.4 | claude-code | 2.1.312 | phoenix-market-making__oyWiJ4m | 2026-11-05T02:29:30.590902Z | AgentTimeoutError | sha256:b4a8d7f903a1ff73b8e0987d76131baaccd9d59a48c65d04dac93ab688c51d32 | 2026-11-04__20-02-10/phoenix-market-making__oyWiJ4m | https://lgalabru.github.io/machine-trading/bench/#/@0.10.0/task/solana-foundation%2Fphoenix-market-making?run=4 |
0.10.0 | phoenix-market-making | claude-sonnet-5-5 | -1.204901 | 0 | -249.824091 | 207.34 | 18,862.198066 | success | true | 72 | 0 | 1.102095 | 2,441,416 | 2,152,204 | 16,389 | 3,600 | 3,195 | claude-code | 2.1.312 | phoenix-market-making__v6tpE7v | 2026-11-05T01:02:15.424288Z | AgentTimeoutError | sha256:b4a8d7f903a1ff73b8e0987d76131baaccd9d59a48c65d04dac93ab688c51d32 | 2026-11-04__20-02-10/phoenix-market-making__v6tpE7v | https://lgalabru.github.io/machine-trading/bench/#/@0.10.0/task/solana-foundation%2Fphoenix-market-making?run=5 |
0.10.0 | phoenix-flash-crash | claude-opus-5-5 | 2.820933 | 0.256976 | 25,363.095964 | 8,991.03 | 98,698.287303 | success | true | 72 | 0 | 10.890564 | 22,726,756 | 22,069,475 | 159,525 | 3,600 | 884.4 | claude-code | 2.1.312 | phoenix-flash-crash__TXyvB8Z | 2026-11-05T05:32:03.895922Z | AgentTimeoutError | sha256:632911dfaaf054af880596600b3d3e48e07be7f1386d53b511089a6b2c982cc9 | 2026-11-04__23-17-49/phoenix-flash-crash__TXyvB8Z | https://lgalabru.github.io/machine-trading/bench/#/@0.10.0/task/solana-foundation%2Fphoenix-flash-crash?run=6 |
0.10.0 | phoenix-flash-crash | claude-opus-5-5 | 2.798108 | 0.254897 | 25,157.873189 | 8,991.03 | 98,698.287303 | success | true | 72 | 0 | 9.533846 | 20,825,154 | 20,380,740 | 161,794 | 3,600 | 768.6 | claude-code | 2.1.312 | phoenix-flash-crash__jSEjqxj | 2026-11-05T04:17:52.599323Z | AgentTimeoutError | sha256:632911dfaaf054af880596600b3d3e48e07be7f1386d53b511089a6b2c982cc9 | 2026-11-04__23-17-49/phoenix-flash-crash__jSEjqxj | https://lgalabru.github.io/machine-trading/bench/#/@0.10.0/task/solana-foundation%2Fphoenix-flash-crash?run=7 |
0.10.0 | phoenix-flash-crash | claude-opus-5-5 | 3.079984 | 0.280575 | 27,692.227651 | 8,991.03 | 98,698.287303 | success | true | 72 | 0 | 12.674197 | 24,897,681 | 23,943,900 | 155,839 | 3,106.7 | 797.9 | claude-code | 2.1.312 | phoenix-flash-crash__w9ZX6aP | 2026-11-05T06:09:07.900046Z | null | sha256:632911dfaaf054af880596600b3d3e48e07be7f1386d53b511089a6b2c982cc9 | 2026-11-04__23-17-49/phoenix-flash-crash__w9ZX6aP | https://lgalabru.github.io/machine-trading/bench/#/@0.10.0/task/solana-foundation%2Fphoenix-flash-crash?run=8 |
0.10.0 | phoenix-market-making | claude-opus-5-5 | 19.80476 | 0.217701 | 4,106.319003 | 207.34 | 18,862.198066 | success | true | 72 | 0 | 7.52449 | 11,184,080 | 10,430,660 | 83,571 | 3,600 | 2,946.9 | claude-code | 2.1.312 | phoenix-market-making__dNQvuGW | 2026-11-05T06:08:59.810905Z | AgentTimeoutError | sha256:b4a8d7f903a1ff73b8e0987d76131baaccd9d59a48c65d04dac93ab688c51d32 | 2026-11-04__23-17-49/phoenix-market-making__dNQvuGW | https://lgalabru.github.io/machine-trading/bench/#/@0.10.0/task/solana-foundation%2Fphoenix-market-making?run=9 |
0.10.0 | phoenix-market-making | claude-opus-5-5 | 18.185869 | 0.199906 | 3,770.658047 | 207.34 | 18,862.198066 | success | true | 72 | 0 | 9.22658 | 12,217,529 | 11,207,559 | 96,769 | 3,600 | 3,010.2 | claude-code | 2.1.312 | phoenix-market-making__qhQsFJx | 2026-11-05T04:17:52.555137Z | AgentTimeoutError | sha256:b4a8d7f903a1ff73b8e0987d76131baaccd9d59a48c65d04dac93ab688c51d32 | 2026-11-04__23-17-49/phoenix-market-making__qhQsFJx | https://lgalabru.github.io/machine-trading/bench/#/@0.10.0/task/solana-foundation%2Fphoenix-market-making?run=10 |
0.10.0 | phoenix-market-making | claude-opus-5-5 | 14.441539 | 0.158747 | 2,994.308708 | 207.34 | 18,862.198066 | success | true | 72 | 0 | 8.801528 | 11,525,434 | 10,512,165 | 81,645 | 3,600 | 2,999.3 | claude-code | 2.1.312 | phoenix-market-making__xB3funn | 2026-11-05T04:17:52.603775Z | AgentTimeoutError | sha256:b4a8d7f903a1ff73b8e0987d76131baaccd9d59a48c65d04dac93ab688c51d32 | 2026-11-04__23-17-49/phoenix-market-making__xB3funn | https://lgalabru.github.io/machine-trading/bench/#/@0.10.0/task/solana-foundation%2Fphoenix-market-making?run=11 |
0.10.0 | phoenix-flash-crash | claude-fable-5-1 | 2.322348 | 0.211557 | 20,880.297772 | 8,991.03 | 98,698.287303 | success | true | 72 | 0 | 10.2797 | 7,028,708 | 6,779,740 | 109,527 | 2,243.4 | 743.7 | claude-code | 2.1.312 | phoenix-flash-crash__ALSzy6R | 2026-11-05T07:59:26.889769Z | null | sha256:632911dfaaf054af880596600b3d3e48e07be7f1386d53b511089a6b2c982cc9 | 2026-11-05__02-59-23/phoenix-flash-crash__ALSzy6R | https://lgalabru.github.io/machine-trading/bench/#/@0.10.0/task/solana-foundation%2Fphoenix-flash-crash?run=12 |
0.10.0 | phoenix-flash-crash | claude-fable-5-1 | 2.590457 | 0.235981 | 23,290.874498 | 8,991.03 | 98,698.287303 | success | true | 72 | 0 | 20.971555 | 17,182,972 | 16,179,309 | 166,210 | 3,600 | 679.7 | claude-code | 2.1.312 | phoenix-flash-crash__PU5sBCJ | 2026-11-05T08:50:19.919901Z | AgentTimeoutError | sha256:632911dfaaf054af880596600b3d3e48e07be7f1386d53b511089a6b2c982cc9 | 2026-11-05__02-59-23/phoenix-flash-crash__PU5sBCJ | https://lgalabru.github.io/machine-trading/bench/#/@0.10.0/task/solana-foundation%2Fphoenix-flash-crash?run=13 |
0.10.0 | phoenix-flash-crash | claude-fable-5-1 | 2.420064 | 0.220458 | 21,758.866262 | 8,991.03 | 98,698.287303 | success | true | 72 | 0 | 12.003474 | 14,475,468 | 14,184,143 | 125,584 | 2,298.7 | 709.1 | claude-code | 2.1.312 | phoenix-flash-crash__voaQ56V | 2026-11-05T09:50:58.429376Z | null | sha256:632911dfaaf054af880596600b3d3e48e07be7f1386d53b511089a6b2c982cc9 | 2026-11-05__02-59-23/phoenix-flash-crash__voaQ56V | https://lgalabru.github.io/machine-trading/bench/#/@0.10.0/task/solana-foundation%2Fphoenix-flash-crash?run=14 |
0.10.0 | phoenix-market-making | claude-fable-5-1 | 1.25562 | 0.013802 | 260.34027 | 207.34 | 18,862.198066 | success | true | 72 | 0 | 21.683337 | 12,745,992 | 11,803,617 | 139,167 | 3,600 | 2,962.8 | claude-code | 2.1.312 | phoenix-market-making__9NhtY5X | 2026-11-05T07:59:26.845496Z | AgentTimeoutError | sha256:b4a8d7f903a1ff73b8e0987d76131baaccd9d59a48c65d04dac93ab688c51d32 | 2026-11-05__02-59-23/phoenix-market-making__9NhtY5X | https://lgalabru.github.io/machine-trading/bench/#/@0.10.0/task/solana-foundation%2Fphoenix-market-making?run=15 |
0.10.0 | phoenix-market-making | claude-fable-5-1 | 10.118796 | 0.111229 | 2,098.031119 | 207.34 | 18,862.198066 | success | true | 72 | 0 | 19.120124 | 15,625,200 | 14,952,827 | 139,667 | 3,600 | 2,789.8 | claude-code | 2.1.312 | phoenix-market-making__PQEghnD | 2026-11-05T09:50:03.483633Z | AgentTimeoutError | sha256:b4a8d7f903a1ff73b8e0987d76131baaccd9d59a48c65d04dac93ab688c51d32 | 2026-11-05__02-59-23/phoenix-market-making__PQEghnD | https://lgalabru.github.io/machine-trading/bench/#/@0.10.0/task/solana-foundation%2Fphoenix-market-making?run=16 |
0.10.0 | phoenix-market-making | claude-fable-5-1 | 12.273274 | 0.134912 | 2,544.740625 | 207.34 | 18,862.198066 | success | true | 72 | 0 | 18.986862 | 16,043,089 | 15,615,118 | 194,765 | 3,600 | 3,017.6 | claude-code | 2.1.312 | phoenix-market-making__ZmBuRL9 | 2026-11-05T07:59:26.894331Z | AgentTimeoutError | sha256:b4a8d7f903a1ff73b8e0987d76131baaccd9d59a48c65d04dac93ab688c51d32 | 2026-11-05__02-59-23/phoenix-market-making__ZmBuRL9 | https://lgalabru.github.io/machine-trading/bench/#/@0.10.0/task/solana-foundation%2Fphoenix-market-making?run=17 |
0.11.0 | flash-crash-spcx | claude-sonnet-5-5 | 0.01758 | 0.001857 | 186.386681 | 10,602.08 | 100,388.273293 | success | true | 72 | 0 | 0.527987 | 1,183,075 | 1,049,900 | 9,009 | 2,170.4 | 806.7 | claude-code | 2.1.312 | flash-crash-spcx__3tJ4WAf | 2026-11-10T10:21:39.018923Z | null | sha256:b9931ba1c2bf75a830845ca9c58af1a14a2da6db36b6ddbb68576e35fbc7963f | 2026-11-10__05-21-34/flash-crash-spcx__3tJ4WAf | https://lgalabru.github.io/machine-trading/bench/#/@0.11.0/task/solana-foundation%2Fflash-crash-spcx?run=0 |
0.11.0 | flash-crash-spcx | claude-sonnet-5-5 | 0.254662 | 0.026895 | 2,699.944744 | 10,602.08 | 100,388.273293 | success | true | 72 | 0 | 0.450985 | 996,972 | 901,729 | 12,273 | 2,229.5 | 783.4 | claude-code | 2.1.312 | flash-crash-spcx__QEeemAP | 2026-11-10T11:50:34.247407Z | null | sha256:b9931ba1c2bf75a830845ca9c58af1a14a2da6db36b6ddbb68576e35fbc7963f | 2026-11-10__05-21-34/flash-crash-spcx__QEeemAP | https://lgalabru.github.io/machine-trading/bench/#/@0.11.0/task/solana-foundation%2Fflash-crash-spcx?run=1 |
0.11.0 | flash-crash-spcx | claude-sonnet-5-5 | 0.325904 | 0.034419 | 3,455.255546 | 10,602.08 | 100,388.273293 | success | true | 72 | 0 | 0.283669 | 857,258 | 823,906 | 11,792 | 837.3 | 767.4 | claude-code | 2.1.312 | flash-crash-spcx__QcfF7Nq | 2026-11-10T11:12:30.264675Z | null | sha256:b9931ba1c2bf75a830845ca9c58af1a14a2da6db36b6ddbb68576e35fbc7963f | 2026-11-10__05-21-34/flash-crash-spcx__QcfF7Nq | https://lgalabru.github.io/machine-trading/bench/#/@0.11.0/task/solana-foundation%2Fflash-crash-spcx?run=2 |
0.11.0 | flash-crash-spcx | claude-sonnet-5-5 | 0.841238 | 0.088844 | 8,918.873814 | 10,602.08 | 100,388.273293 | success | true | 72 | 0 | 0.418019 | 1,730,726 | 1,691,369 | 15,053 | 1,107 | 759.5 | claude-code | 2.1.312 | flash-crash-spcx__dqfwH2x | 2026-11-10T13:04:01.311344Z | null | sha256:b9931ba1c2bf75a830845ca9c58af1a14a2da6db36b6ddbb68576e35fbc7963f | 2026-11-10__05-21-34/flash-crash-spcx__dqfwH2x | https://lgalabru.github.io/machine-trading/bench/#/@0.11.0/task/solana-foundation%2Fflash-crash-spcx?run=3 |
0.11.0 | flash-crash-spcx | claude-sonnet-5-5 | 0.366645 | 0.038722 | 3,887.197129 | 10,602.08 | 100,388.273293 | success | true | 72 | 0 | 0.204401 | 421,012 | 374,966 | 5,180 | 340.6 | 764.5 | claude-code | 2.1.312 | flash-crash-spcx__iZm4nSr | 2026-11-10T12:42:13.632940Z | null | sha256:b9931ba1c2bf75a830845ca9c58af1a14a2da6db36b6ddbb68576e35fbc7963f | 2026-11-10__05-21-34/flash-crash-spcx__iZm4nSr | https://lgalabru.github.io/machine-trading/bench/#/@0.11.0/task/solana-foundation%2Fflash-crash-spcx?run=4 |
0.11.0 | market-making-spcx | claude-sonnet-5-5 | -3.014921 | 0 | -357.026909 | 118.42 | 18,225.048926 | success | true | 72 | 0 | 0.1341 | 448,267 | 428,964 | 4,296 | 653.4 | 3,398.3 | claude-code | 2.1.312 | market-making-spcx__DiKfpfp | 2026-11-10T12:05:55.810155Z | null | sha256:7bcea10a066ae00811723aefa51679d018bc5212d54836d10fdd677392a04cf6 | 2026-11-10__05-21-34/market-making-spcx__DiKfpfp | https://lgalabru.github.io/machine-trading/bench/#/@0.11.0/task/solana-foundation%2Fmarket-making-spcx?run=5 |
0.11.0 | market-making-spcx | claude-sonnet-5-5 | -2.359778 | 0 | -279.444852 | 118.42 | 18,225.048926 | success | true | 72 | 0 | 0.385046 | 588,320 | 476,211 | 5,717 | 1,968.6 | 3,059.6 | claude-code | 2.1.312 | market-making-spcx__VbhvyMZ | 2026-11-10T13:01:32.726428Z | null | sha256:7bcea10a066ae00811723aefa51679d018bc5212d54836d10fdd677392a04cf6 | 2026-11-10__05-21-34/market-making-spcx__VbhvyMZ | https://lgalabru.github.io/machine-trading/bench/#/@0.11.0/task/solana-foundation%2Fmarket-making-spcx?run=6 |
0.11.0 | market-making-spcx | claude-sonnet-5-5 | -1.350492 | 0 | -159.925313 | 118.42 | 18,225.048926 | success | true | 72 | 0 | 0.376834 | 552,671 | 440,599 | 5,261 | 2,683.6 | 3,455.1 | claude-code | 2.1.312 | market-making-spcx__idvxxLC | 2026-11-10T10:21:39.023288Z | null | sha256:7bcea10a066ae00811723aefa51679d018bc5212d54836d10fdd677392a04cf6 | 2026-11-10__05-21-34/market-making-spcx__idvxxLC | https://lgalabru.github.io/machine-trading/bench/#/@0.11.0/task/solana-foundation%2Fmarket-making-spcx?run=7 |
0.11.0 | market-making-spcx | claude-sonnet-5-5 | -0.676462 | 0 | -80.106677 | 118.42 | 18,225.048926 | success | true | 72 | 0 | 0.178294 | 1,657,294 | 1,580,723 | 11,194 | 1,546 | 3,431.8 | claude-code | 2.1.312 | market-making-spcx__u8JnQ7p | 2026-11-10T11:40:10.544588Z | null | sha256:7bcea10a066ae00811723aefa51679d018bc5212d54836d10fdd677392a04cf6 | 2026-11-10__05-21-34/market-making-spcx__u8JnQ7p | https://lgalabru.github.io/machine-trading/bench/#/@0.11.0/task/solana-foundation%2Fmarket-making-spcx?run=8 |
0.11.0 | market-making-spcx | claude-sonnet-5-5 | -0.760261 | 0 | -90.030119 | 118.42 | 18,225.048926 | success | true | 72 | 0 | 0.469258 | 921,959 | 788,616 | 5,706 | 1,803.3 | 3,436.9 | claude-code | 2.1.312 | market-making-spcx__yrepmZj | 2026-11-10T10:21:38.983582Z | null | sha256:7bcea10a066ae00811723aefa51679d018bc5212d54836d10fdd677392a04cf6 | 2026-11-10__05-21-34/market-making-spcx__yrepmZj | https://lgalabru.github.io/machine-trading/bench/#/@0.11.0/task/solana-foundation%2Fmarket-making-spcx?run=9 |
0.11.0 | flash-crash-spcx | claude-opus-5-5 | 1.027573 | 0.108523 | 10,894.416397 | 10,602.08 | 100,388.273293 | success | true | 72 | 0 | 0.812084 | 1,064,225 | 1,010,546 | 17,081 | 633.5 | 820 | claude-code | 2.1.312 | flash-crash-spcx__BQvG8TY | 2026-11-10T16:51:07.703499Z | null | sha256:b9931ba1c2bf75a830845ca9c58af1a14a2da6db36b6ddbb68576e35fbc7963f | 2026-11-10__09-26-17/flash-crash-spcx__BQvG8TY | https://lgalabru.github.io/machine-trading/bench/#/@0.11.0/task/solana-foundation%2Fflash-crash-spcx?run=10 |
0.11.0 | flash-crash-spcx | claude-opus-5-5 | 1.958216 | 0.206809 | 20,761.166817 | 10,602.08 | 100,388.273293 | success | true | 72 | 0 | 1.127631 | 1,063,359 | 935,158 | 14,982 | 1,888.7 | 803.6 | claude-code | 2.1.312 | flash-crash-spcx__MovDzcJ | 2026-11-10T16:05:21.274915Z | null | sha256:b9931ba1c2bf75a830845ca9c58af1a14a2da6db36b6ddbb68576e35fbc7963f | 2026-11-10__09-26-17/flash-crash-spcx__MovDzcJ | https://lgalabru.github.io/machine-trading/bench/#/@0.11.0/task/solana-foundation%2Fflash-crash-spcx?run=11 |
0.11.0 | flash-crash-spcx | claude-opus-5-5 | 2.280405 | 0.240835 | 24,177.037678 | 10,602.08 | 100,388.273293 | success | true | 72 | 0 | 0.852846 | 970,963 | 912,951 | 19,012 | 304.8 | 795.7 | claude-code | 2.1.312 | flash-crash-spcx__mxao2Ay | 2026-11-10T15:18:04.035200Z | null | sha256:b9931ba1c2bf75a830845ca9c58af1a14a2da6db36b6ddbb68576e35fbc7963f | 2026-11-10__09-26-17/flash-crash-spcx__mxao2Ay | https://lgalabru.github.io/machine-trading/bench/#/@0.11.0/task/solana-foundation%2Fflash-crash-spcx?run=12 |
0.11.0 | flash-crash-spcx | claude-opus-5-5 | 1.254874 | 0.132528 | 13,304.275468 | 10,602.08 | 100,388.273293 | success | true | 72 | 0 | 1.960811 | 2,913,707 | 2,716,223 | 21,512 | 2,252.4 | 782.9 | claude-code | 2.1.312 | flash-crash-spcx__yCvKT8Z | 2026-11-10T14:26:20.395486Z | null | sha256:b9931ba1c2bf75a830845ca9c58af1a14a2da6db36b6ddbb68576e35fbc7963f | 2026-11-10__09-26-17/flash-crash-spcx__yCvKT8Z | https://lgalabru.github.io/machine-trading/bench/#/@0.11.0/task/solana-foundation%2Fflash-crash-spcx?run=13 |
0.11.0 | flash-crash-spcx | claude-opus-5-5 | 1.855147 | 0.195923 | 19,668.420471 | 10,602.08 | 100,388.273293 | success | true | 72 | 0 | 0.804974 | 1,003,338 | 943,937 | 15,961 | 502.7 | 854.2 | claude-code | 2.1.312 | flash-crash-spcx__zLyscjB | 2026-11-10T15:41:41.527313Z | null | sha256:b9931ba1c2bf75a830845ca9c58af1a14a2da6db36b6ddbb68576e35fbc7963f | 2026-11-10__09-26-17/flash-crash-spcx__zLyscjB | https://lgalabru.github.io/machine-trading/bench/#/@0.11.0/task/solana-foundation%2Fflash-crash-spcx?run=14 |
0.11.0 | market-making-spcx | claude-opus-5-5 | -0.137822 | 0 | -16.320883 | 118.42 | 18,225.048926 | success | true | 72 | 0 | 1.065936 | 1,924,746 | 1,874,677 | 22,036 | 1,052.9 | 3,391.9 | claude-code | 2.1.312 | market-making-spcx__DHAZQEt | 2026-11-10T14:26:20.399947Z | null | sha256:7bcea10a066ae00811723aefa51679d018bc5212d54836d10fdd677392a04cf6 | 2026-11-10__09-26-17/market-making-spcx__DHAZQEt | https://lgalabru.github.io/machine-trading/bench/#/@0.11.0/task/solana-foundation%2Fmarket-making-spcx?run=15 |
0.11.0 | market-making-spcx | claude-opus-5-5 | 0.992911 | 0.006452 | 117.580509 | 118.42 | 18,225.048926 | success | true | 72 | 0 | 1.201403 | 1,667,097 | 1,585,268 | 23,763 | 1,116.9 | 3,428.6 | claude-code | 2.1.312 | market-making-spcx__DKggTWa | 2026-11-10T14:26:20.348874Z | null | sha256:7bcea10a066ae00811723aefa51679d018bc5212d54836d10fdd677392a04cf6 | 2026-11-10__09-26-17/market-making-spcx__DKggTWa | https://lgalabru.github.io/machine-trading/bench/#/@0.11.0/task/solana-foundation%2Fmarket-making-spcx?run=16 |
0.11.0 | market-making-spcx | claude-opus-5-5 | -0.195551 | 0 | -23.157176 | 118.42 | 18,225.048926 | success | true | 72 | 0 | 0.995734 | 1,535,691 | 1,480,789 | 21,256 | 1,983.6 | 3,506.9 | claude-code | 2.1.312 | market-making-spcx__KHqYueD | 2026-11-10T15:43:01.999059Z | null | sha256:7bcea10a066ae00811723aefa51679d018bc5212d54836d10fdd677392a04cf6 | 2026-11-10__09-26-17/market-making-spcx__KHqYueD | https://lgalabru.github.io/machine-trading/bench/#/@0.11.0/task/solana-foundation%2Fmarket-making-spcx?run=17 |
0.11.0 | market-making-spcx | claude-opus-5-5 | -2.930106 | 0 | -346.983179 | 118.42 | 18,225.048926 | success | true | 72 | 0 | 1.086376 | 1,483,676 | 1,405,515 | 20,726 | 838.7 | 3,499.3 | claude-code | 2.1.312 | market-making-spcx__jWDZztz | 2026-11-10T15:37:21.702105Z | null | sha256:7bcea10a066ae00811723aefa51679d018bc5212d54836d10fdd677392a04cf6 | 2026-11-10__09-26-17/market-making-spcx__jWDZztz | https://lgalabru.github.io/machine-trading/bench/#/@0.11.0/task/solana-foundation%2Fmarket-making-spcx?run=18 |
0.11.0 | market-making-spcx | claude-opus-5-5 | 8.3953 | 0.05455 | 994.171372 | 118.42 | 18,225.048926 | success | true | 72 | 0 | 1.719914 | 3,387,470 | 3,288,543 | 28,383 | 1,042.4 | 3,168.7 | claude-code | 2.1.312 | market-making-spcx__oYjdPvQ | 2026-11-10T16:50:36.865225Z | null | sha256:7bcea10a066ae00811723aefa51679d018bc5212d54836d10fdd677392a04cf6 | 2026-11-10__09-26-17/market-making-spcx__oYjdPvQ | https://lgalabru.github.io/machine-trading/bench/#/@0.11.0/task/solana-foundation%2Fmarket-making-spcx?run=19 |
0.11.0 | flash-crash-spcx | claude-fable-5-2 | 2.466448 | 0.260483 | 26,149.479198 | 10,602.08 | 100,388.273293 | success | true | 72 | 0 | 1.235916 | 1,234,770 | 1,166,487 | 33,062 | 664.9 | 1,049.3 | claude-code | 2.1.312 | flash-crash-spcx__6LQCntT | 2026-11-10T17:30:29.342066Z | null | sha256:b9931ba1c2bf75a830845ca9c58af1a14a2da6db36b6ddbb68576e35fbc7963f | 2026-11-10__17-30-23/flash-crash-spcx__6LQCntT | https://lgalabru.github.io/machine-trading/bench/#/@0.11.0/task/solana-foundation%2Fflash-crash-spcx?run=20 |
0.11.0 | flash-crash-spcx | claude-fable-5-2 | 2.35602 | 0.248821 | 24,978.7169 | 10,602.08 | 100,388.273293 | success | true | 72 | 0 | 3.403745 | 4,588,409 | 4,425,748 | 85,269 | 1,708.7 | 1,026.5 | claude-code | 2.1.312 | flash-crash-spcx__C4yQtkZ | 2026-11-10T17:30:29.312398Z | null | sha256:b9931ba1c2bf75a830845ca9c58af1a14a2da6db36b6ddbb68576e35fbc7963f | 2026-11-10__17-30-23/flash-crash-spcx__C4yQtkZ | https://lgalabru.github.io/machine-trading/bench/#/@0.11.0/task/solana-foundation%2Fflash-crash-spcx?run=21 |
0.11.0 | flash-crash-spcx | claude-fable-5-2 | 2.348872 | 0.248066 | 24,902.934042 | 10,602.08 | 100,388.273293 | success | true | 72 | 0 | 4.443914 | 5,335,812 | 5,102,630 | 100,119 | 2,086.5 | 1,001.4 | claude-code | 2.1.312 | flash-crash-spcx__FZBjwzb | 2026-11-10T17:30:29.332215Z | null | sha256:b9931ba1c2bf75a830845ca9c58af1a14a2da6db36b6ddbb68576e35fbc7963f | 2026-11-10__17-30-23/flash-crash-spcx__FZBjwzb | https://lgalabru.github.io/machine-trading/bench/#/@0.11.0/task/solana-foundation%2Fflash-crash-spcx?run=22 |
0.11.0 | flash-crash-spcx | claude-fable-5-2 | 2.447344 | 0.258466 | 25,946.934237 | 10,602.08 | 100,388.273293 | success | true | 72 | 0 | 3.759442 | 4,621,331 | 4,442,157 | 88,096 | 2,150.9 | 989.4 | claude-code | 2.1.312 | flash-crash-spcx__N3f5zfK | 2026-11-10T17:30:29.302373Z | null | sha256:b9931ba1c2bf75a830845ca9c58af1a14a2da6db36b6ddbb68576e35fbc7963f | 2026-11-10__17-30-23/flash-crash-spcx__N3f5zfK | https://lgalabru.github.io/machine-trading/bench/#/@0.11.0/task/solana-foundation%2Fflash-crash-spcx?run=23 |
0.11.0 | flash-crash-spcx | claude-fable-5-2 | 2.319946 | 0.245011 | 24,596.252518 | 10,602.08 | 100,388.273293 | success | true | 72 | 0 | 1.584278 | 1,661,976 | 1,558,608 | 37,788 | 852.5 | 1,030.7 | claude-code | 2.1.312 | flash-crash-spcx__PGbwxnS | 2026-11-10T17:30:29.322334Z | null | sha256:b9931ba1c2bf75a830845ca9c58af1a14a2da6db36b6ddbb68576e35fbc7963f | 2026-11-10__17-30-23/flash-crash-spcx__PGbwxnS | https://lgalabru.github.io/machine-trading/bench/#/@0.11.0/task/solana-foundation%2Fflash-crash-spcx?run=24 |
0.11.0 | market-making-spcx | claude-fable-5-2 | -2.473194 | 0 | -292.875608 | 118.42 | 18,225.048926 | success | true | 72 | 0 | 1.812404 | 1,840,779 | 1,705,314 | 39,703 | 1,035.3 | 3,638.4 | claude-code | 2.1.312 | market-making-spcx__CU7cfCz | 2026-11-10T17:30:29.289017Z | null | sha256:7bcea10a066ae00811723aefa51679d018bc5212d54836d10fdd677392a04cf6 | 2026-11-10__17-30-23/market-making-spcx__CU7cfCz | https://lgalabru.github.io/machine-trading/bench/#/@0.11.0/task/solana-foundation%2Fmarket-making-spcx?run=25 |
0.11.0 | market-making-spcx | claude-fable-5-2 | 18.643692 | 0.12114 | 2,207.78603 | 118.42 | 18,225.048926 | success | true | 72 | 0 | 2.274052 | 3,116,999 | 2,993,946 | 53,003 | 1,161.1 | 3,519.7 | claude-code | 2.1.312 | market-making-spcx__Xinjosz | 2026-11-10T17:30:29.307438Z | null | sha256:7bcea10a066ae00811723aefa51679d018bc5212d54836d10fdd677392a04cf6 | 2026-11-10__17-30-23/market-making-spcx__Xinjosz | https://lgalabru.github.io/machine-trading/bench/#/@0.11.0/task/solana-foundation%2Fmarket-making-spcx?run=26 |
0.11.0 | market-making-spcx | claude-fable-5-2 | 15.534253 | 0.100936 | 1,839.566267 | 118.42 | 18,225.048926 | success | true | 72 | 0 | 4.651364 | 6,167,148 | 5,881,106 | 91,528 | 2,544 | 3,333.7 | claude-code | 2.1.312 | market-making-spcx__ZDNjTsj | 2026-11-10T17:30:29.317372Z | null | sha256:7bcea10a066ae00811723aefa51679d018bc5212d54836d10fdd677392a04cf6 | 2026-11-10__17-30-23/market-making-spcx__ZDNjTsj | https://lgalabru.github.io/machine-trading/bench/#/@0.11.0/task/solana-foundation%2Fmarket-making-spcx?run=27 |
0.11.0 | market-making-spcx | claude-fable-5-2 | 10.316947 | 0.067036 | 1,221.732907 | 118.42 | 18,225.048926 | success | true | 72 | 0 | 1.663477 | 1,881,807 | 1,785,265 | 41,188 | 841.3 | 3,628.6 | claude-code | 2.1.312 | market-making-spcx__drxFN6c | 2026-11-10T17:30:29.337134Z | null | sha256:7bcea10a066ae00811723aefa51679d018bc5212d54836d10fdd677392a04cf6 | 2026-11-10__17-30-23/market-making-spcx__drxFN6c | https://lgalabru.github.io/machine-trading/bench/#/@0.11.0/task/solana-foundation%2Fmarket-making-spcx?run=28 |
0.11.0 | market-making-spcx | claude-fable-5-2 | 18.200854 | 0.118263 | 2,155.345122 | 118.42 | 18,225.048926 | success | true | 72 | 0 | 3.731627 | 5,699,725 | 5,509,756 | 69,494 | 1,974.7 | 3,452.8 | claude-code | 2.1.312 | market-making-spcx__tA6dfWA | 2026-11-10T17:30:29.327304Z | null | sha256:7bcea10a066ae00811723aefa51679d018bc5212d54836d10fdd677392a04cf6 | 2026-11-10__17-30-23/market-making-spcx__tA6dfWA | https://lgalabru.github.io/machine-trading/bench/#/@0.11.0/task/solana-foundation%2Fmarket-making-spcx?run=29 |
0.11.0 | flash-crash-spcx | claude-fable-5-1 | 1.606877 | 0.169703 | 17,036.234907 | 10,602.08 | 100,388.273293 | success | true | 72 | 0 | 2.663294 | 1,342,081 | 1,269,295 | 28,755 | 1,350.6 | 1,029.1 | claude-code | 2.1.312 | flash-crash-spcx__D2wo3HL | 2026-11-10T17:30:58.477570Z | null | sha256:b9931ba1c2bf75a830845ca9c58af1a14a2da6db36b6ddbb68576e35fbc7963f | 2026-11-10__17-30-55/flash-crash-spcx__D2wo3HL | https://lgalabru.github.io/machine-trading/bench/#/@0.11.0/task/solana-foundation%2Fflash-crash-spcx?run=30 |
0.11.0 | flash-crash-spcx | claude-fable-5-1 | 1.599538 | 0.168928 | 16,958.432427 | 10,602.08 | 100,388.273293 | success | true | 72 | 0 | 5.35611 | 5,105,268 | 4,974,371 | 49,611 | 2,380.7 | 965.7 | claude-code | 2.1.312 | flash-crash-spcx__Jq3UU8a | 2026-11-10T17:30:58.437934Z | null | sha256:b9931ba1c2bf75a830845ca9c58af1a14a2da6db36b6ddbb68576e35fbc7963f | 2026-11-10__17-30-55/flash-crash-spcx__Jq3UU8a | https://lgalabru.github.io/machine-trading/bench/#/@0.11.0/task/solana-foundation%2Fflash-crash-spcx?run=31 |
0.11.0 | flash-crash-spcx | claude-fable-5-1 | 0.749305 | 0.079135 | 7,944.192573 | 10,602.08 | 100,388.273293 | success | true | 72 | 0 | 7.098554 | 3,783,046 | 3,468,945 | 46,167 | 2,545.7 | 962.6 | claude-code | 2.1.312 | flash-crash-spcx__czxpexm | 2026-11-10T17:30:58.459715Z | null | sha256:b9931ba1c2bf75a830845ca9c58af1a14a2da6db36b6ddbb68576e35fbc7963f | 2026-11-10__17-30-55/flash-crash-spcx__czxpexm | https://lgalabru.github.io/machine-trading/bench/#/@0.11.0/task/solana-foundation%2Fflash-crash-spcx?run=32 |
0.11.0 | flash-crash-spcx | claude-fable-5-1 | 0.707745 | 0.074745 | 7,503.566389 | 10,602.08 | 100,388.273293 | success | true | 72 | 0 | 2.194064 | 1,026,988 | 962,814 | 23,051 | 420.4 | 1,005.2 | claude-code | 2.1.312 | flash-crash-spcx__sczFwWd | 2026-11-10T17:30:58.449024Z | null | sha256:b9931ba1c2bf75a830845ca9c58af1a14a2da6db36b6ddbb68576e35fbc7963f | 2026-11-10__17-30-55/flash-crash-spcx__sczFwWd | https://lgalabru.github.io/machine-trading/bench/#/@0.11.0/task/solana-foundation%2Fflash-crash-spcx?run=33 |
0.11.0 | flash-crash-spcx | claude-fable-5-1 | 1.641699 | 0.173381 | 17,405.424082 | 10,602.08 | 100,388.273293 | success | true | 72 | 0 | 3.440312 | 1,687,620 | 1,608,699 | 41,071 | 689.6 | 999.1 | claude-code | 2.1.312 | flash-crash-spcx__xoLpXp3 | 2026-11-10T17:30:58.488128Z | null | sha256:b9931ba1c2bf75a830845ca9c58af1a14a2da6db36b6ddbb68576e35fbc7963f | 2026-11-10__17-30-55/flash-crash-spcx__xoLpXp3 | https://lgalabru.github.io/machine-trading/bench/#/@0.11.0/task/solana-foundation%2Fflash-crash-spcx?run=34 |
0.11.0 | market-making-spcx | claude-fable-5-1 | -0.769462 | 0 | -91.119712 | 118.42 | 18,225.048926 | success | true | 72 | 0 | 4.527094 | 3,856,190 | 3,755,914 | 46,759 | 1,527.7 | 3,550.3 | claude-code | 2.1.312 | market-making-spcx__5swNzNc | 2026-11-10T17:30:58.472325Z | null | sha256:7bcea10a066ae00811723aefa51679d018bc5212d54836d10fdd677392a04cf6 | 2026-11-10__17-30-55/market-making-spcx__5swNzNc | https://lgalabru.github.io/machine-trading/bench/#/@0.11.0/task/solana-foundation%2Fmarket-making-spcx?run=35 |
0.11.0 | market-making-spcx | claude-fable-5-1 | -2.244295 | 0 | -265.769403 | 118.42 | 18,225.048926 | success | true | 72 | 0 | 6.433087 | 1,136,610 | 760,068 | 30,750 | 2,176.6 | 3,522.5 | claude-code | 2.1.312 | market-making-spcx__9HNqysz | 2026-11-10T17:30:58.423123Z | null | sha256:7bcea10a066ae00811723aefa51679d018bc5212d54836d10fdd677392a04cf6 | 2026-11-10__17-30-55/market-making-spcx__9HNqysz | https://lgalabru.github.io/machine-trading/bench/#/@0.11.0/task/solana-foundation%2Fmarket-making-spcx?run=36 |
0.11.0 | market-making-spcx | claude-fable-5-1 | 2.786771 | 0.018107 | 330.009424 | 118.42 | 18,225.048926 | success | true | 72 | 0 | 3.200574 | 1,714,843 | 1,613,026 | 30,529 | 969.1 | 3,661 | claude-code | 2.1.312 | market-making-spcx__R9Mf2Ao | 2026-11-10T17:30:58.454375Z | null | sha256:7bcea10a066ae00811723aefa51679d018bc5212d54836d10fdd677392a04cf6 | 2026-11-10__17-30-55/market-making-spcx__R9Mf2Ao | https://lgalabru.github.io/machine-trading/bench/#/@0.11.0/task/solana-foundation%2Fmarket-making-spcx?run=37 |
0.11.0 | market-making-spcx | claude-fable-5-1 | -0.703317 | 0 | -83.286799 | 118.42 | 18,225.048926 | success | true | 72 | 0 | 7.400886 | 6,944,178 | 6,770,464 | 70,833 | 1,994.9 | 3,531.7 | claude-code | 2.1.312 | market-making-spcx__fqq3X6Z | 2026-11-10T17:30:58.443644Z | null | sha256:7bcea10a066ae00811723aefa51679d018bc5212d54836d10fdd677392a04cf6 | 2026-11-10__17-30-55/market-making-spcx__fqq3X6Z | https://lgalabru.github.io/machine-trading/bench/#/@0.11.0/task/solana-foundation%2Fmarket-making-spcx?run=38 |
0.11.0 | market-making-spcx | claude-fable-5-1 | -3.751984 | 0 | -444.309923 | 118.42 | 18,225.048926 | success | true | 72 | 0 | 2.889207 | 1,379,511 | 1,309,580 | 33,784 | 1,107.7 | 3,476.5 | claude-code | 2.1.312 | market-making-spcx__uasg8cS | 2026-11-10T17:30:58.482888Z | null | sha256:7bcea10a066ae00811723aefa51679d018bc5212d54836d10fdd677392a04cf6 | 2026-11-10__17-30-55/market-making-spcx__uasg8cS | https://lgalabru.github.io/machine-trading/bench/#/@0.11.0/task/solana-foundation%2Fmarket-making-spcx?run=39 |
Machine Trading benchmark results
Every published run of the Machine Trading benchmark: coding agents write a trading
bot, a WebAssembly component, that is then graded on hidden replays of
Solana markets it never saw. A bot's skill is its total PnL over the
hidden sessions divided by a reference bot's on the same sessions: 1.0
matches the reference. Its reward, what the agent is scored on, is its
PnL against the most a bot could have made (bound_pnl_usd).
Two tables, across every release (the version column):
trials: one row per agent run. Model, harness, skill, reward, PnL, tokens, cost and time, and a link to the run on the review site.sessions: one row per hidden session a bot played. Its PnL next to the reference's and the bound, drawdown, positions, and the calls the grader refused.
from datasets import load_dataset
trials = load_dataset("solana-foundation/machine-trading-results", "trials", split="train")
Leaderboard: 0.11.0
Mean skill over each model's runs (runs in parentheses).
| Model | flash-crash-spcx | market-making-spcx |
|---|---|---|
| claude-fable-5-1 | 1.26× (5) | -0.94× (5) |
| claude-fable-5-2 | 2.39× (5) | 12.04× (5) |
| claude-opus-5-5 | 1.68× (5) | 1.22× (5) |
| claude-sonnet-5-5 | 0.36× (5) | -1.63× (5) |
Releases
| Version | Ran | Runs | Review | Files |
|---|---|---|---|---|
| 0.11.0 | 2026-11-10 | 40 | review | release.tar (68 MB) |
| 0.10.0 | 2026-11-04 | 18 | review | release.tar (36 MB) |
What a release holds
<version>/release.tar is everything the review site shows for that
release: each run's result and verifier report, every session step by step,
the bot's logs and source, and the agent's trajectory, gzipped. The
repository's bench/results/<version>/release.json pins it by revision and
sha256, and mtx bench review <version> fetches, checks and unpacks it.
<version>/trials.jsonl and <version>/sessions.jsonl are the tables
above, for that release. Nothing in a release holds the batch's secret or
an API key: mtx bench publish checks every file before it uploads.
How a run is set up, graded and published: docs/development.md.
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