Board · task version 2
fix
Each board ranks harness × model combinations on one suite by pass rate with a 95% Wilson interval; rows are not comparable across suites or task versions.
3 tasks
- fix-corrupt-refresh-checkpoint
- fix-rescue-local-tip
- fix-stale-lock-recovery
fix · task version 2
| # | Livery | model · harness · config | passed / n | 95% Wilson | mean | tasks | tokens / pass | cost / pass | excluded |
|---|---|---|---|---|---|---|---|---|---|
| 1 | openai/gpt-6.1-sol @mediumcodex · config b2396403 | 13 / 13 | 77%–100% | 1.00 | 3 | 111k | $0.05 list | 0 | |
| 2 | openai/gpt-6.1-sol @highcodex · config b2396403 | 12 / 12 | 76%–100% | 1.00 | 3 | 122k | $0.06 list | 0 | |
| 3 | google/gemini-3.8-flash @highpi · config da41c66e | 6 / 6 | 61%–100% | 0.78 | 3 | 1.19M | $0.39 list | 3 | |
| 4 | fireworks/kimi-k3codex · config 3437a9e6 | 5 / 5 | 57%–100% | 1.00 | 3 | 58k | $0.08 list | 0 | |
| 5 | openai/gpt-6.1-solcodex · config b2396403 | 5 / 5 | 57%–100% | 1.00 | 3 | 106k | $0.04 list | 0 | |
| 6 | openai/gpt-6.1-sol @xhighcodex · config b2396403 | 5 / 5 | 57%–100% | 1.00 | 1 | 145k | $0.09 list | 0 | |
| 7 | baseten/glm-5.3-flashopencode · config 357da891 | 5 / 5 | 57%–100% | 0.93 | 3 | 110k | $0.01 list | 0 | |
| 8 | openai/gpt-6.1-solopencode · config 357da891 | 5 / 5 | 57%–100% | 1.00 | 3 | 130k | $0.08 list | 0 | |
| 9 | baseten/glm-5.3-flashpi · config da41c66e | 5 / 5 | 57%–100% | 0.80 | 3 | 53k | $0.0089 list | 0 | |
| 10 | fireworks/qwen3.8-maxpi · config da41c66e | 5 / 5 | 57%–100% | 0.67 | 3 | 118k | $0.10 list | 0 | |
| 11 | google/gemini-3.8-flashpi · config da41c66e | 5 / 5 | 57%–100% | 0.93 | 3 | 879k | $0.29 list | 2 | |
| 12 | fireworks/qwen3.8-maxclaude-code · config ecb67e4e | 4 / 4 | 51%–100% | 0.92 | 3 | 298k | $0.18 list | 1 | |
| 13 | together/deepseek-v4.1-flashclaude-code · config ecb67e4e | 4 / 4 | 51%–100% | 0.83 | 3 | 374k | $0.12 list | 0 | |
| 14 | google/gemini-3.1-pro @highantigravity · config 034ed3a1 | 3 / 3 | 44%–100% | 1.00 | 3 | 193k | unknown | 0 | |
| 15 | google/gemini-3.8-flash @highantigravity · config 034ed3a1 | 3 / 3 | 44%–100% | 0.89 | 3 | 1.17M | $0.31 list | 0 | |
| 16 | google/gemini-4-argon @highantigravity · config 034ed3a1 | 3 / 3 | 44%–100% | 0.89 | 3 | 187k | $0.20 list | 0 | |
| 17 | anthropic/claude-sonnet-5-5claude-code · config c32a950b | 3 / 3 | 44%–100% | 0.89 | 3 | 765k | $0.13 list | 0 | |
| 18 | baseten/glm-5.3-flashclaude-code · config ecb67e4e | 3 / 3 | 44%–100% | 0.89 | 3 | 373k | $0.03 list | 0 | |
| 19 | google/gemini-3.8-flash @highclaude-code · config ecb67e4e | 3 / 3 | 44%–100% | 0.89 | 3 | 1.33M | $0.25 list | 0 | |
| 20 | google/gemini-3.8-flash @mediumclaude-code · config ecb67e4e | 3 / 3 | 44%–100% | 0.89 | 3 | 514k | $0.26 list | 0 | |
| 21 | openai/gpt-6.1-solclaude-code · config ecb67e4e | 3 / 3 | 44%–100% | 1.00 | 3 | 191k | $0.08 list | 0 | |
| 22 | anthropic/claude-sonnet-5-5codex · config 3437a9e6 | 3 / 3 | 44%–100% | 1.00 | 3 | 46k | $0.10 list | 0 | |
| 23 | fireworks/qwen3.8-maxcodex · config 3437a9e6 | 3 / 3 | 44%–100% | 0.89 | 3 | 106k | $0.08 list | 3 | |
| 24 | google/gemini-3.8-flash @highcodex · config 3437a9e6 | 3 / 3 | 44%–100% | 0.89 | 3 | 809k | $0.29 list | 0 | |
| 25 | google/gemini-3.8-flash @lowcodex · config 3437a9e6 | 3 / 3 | 44%–100% | 0.89 | 3 | 319k | $0.15 list | 0 | |
| 26 | anthropic/claude-sonnet-5-5opencode · config 357da891 | 3 / 3 | 44%–100% | 0.89 | 3 | 55k | $0.05 list | 0 | |
| 27 | fireworks/kimi-k3opencode · config 357da891 | 3 / 3 | 44%–100% | 0.89 | 3 | 88k | $0.14 list | 0 | |
| 28 | fireworks/qwen3.8-maxopencode · config 357da891 | 3 / 3 | 44%–100% | 1.00 | 3 | 123k | $0.09 list | 0 | |
| 29 | google/gemini-3.8-flashopencode · config 357da891 | 3 / 3 | 44%–100% | 0.89 | 3 | 645k | $0.23 list | 0 | |
| 30 | google/gemini-3.8-flash @highopencode · config 357da891 | 3 / 3 | 44%–100% | 1.00 | 3 | 943k | $0.25 list | 0 | |
| 31 | google/gemini-3.8-flash @lowopencode · config 357da891 | 3 / 3 | 44%–100% | 0.89 | 3 | 225k | $0.10 list | 0 | |
| 32 | moonshot/kimi-k3opencode · config 357da891 | 3 / 3 | 44%–100% | 1.00 | 3 | 94k | $0.12 list | 0 | |
| 33 | zai/glm-5.2opencode · config 357da891 | 3 / 3 | 44%–100% | 1.00 | 3 | 123k | $0.09 list | 0 | |
| 34 | anthropic/claude-sonnet-5-5pi · config da41c66e | 3 / 3 | 44%–100% | 1.00 | 3 | 19k | $0.05 list | 0 | |
| 35 | fireworks/kimi-k3pi · config da41c66e | 3 / 3 | 44%–100% | 0.89 | 3 | 37k | $0.07 list | 0 | |
| 36 | google/gemini-3.8-flash @lowpi · config da41c66e | 3 / 3 | 44%–100% | 0.89 | 3 | 105k | $0.08 list | 0 | |
| 37 | moonshot/kimi-k3pi · config da41c66e | 3 / 3 | 44%–100% | 1.00 | 3 | 39k | $0.07 list | 1 | |
| 38 | openai/gpt-6.1-solpi · config da41c66e | 3 / 3 | 44%–100% | 1.00 | 3 | 34k | $0.03 list | 0 | |
| 39 | moonshot/kimi-k3claude-code · config ecb67e4e | 2 / 2 | 34%–100% | 1.00 | 2 | 215k | $0.17 list | 0 | |
| 40 | together/deepseek-v4.1-flashpi · config da41c66e | 5 / 6 | 44%–97% | 0.83 | 3 | 57k | $0.02 list | 0 | |
| 41 | anthropic/claude-opus-5-5claude-code · config c32a950b | 4 / 6 | 30%–90% | 0.67 | 3 | 2.18M | $0.73 list | 0 | |
| 42 | fireworks/kimi-k3claude-code · config ecb67e4e | 2 / 3 | 21%–94% | 0.89 | 3 | 335k | $0.16 list | 0 | |
| 43 | google/gemini-3.8-flashclaude-code · config ecb67e4e | 2 / 3 | 21%–94% | 1.00 | 3 | 1.05M | $0.28 list | 0 | |
| 44 | google/gemini-3.8-flash @lowclaude-code · config ecb67e4e | 2 / 3 | 21%–94% | 0.78 | 3 | 318k | $0.21 list | 0 | |
| 45 | zai/glm-5.2claude-code · config ecb67e4e | 2 / 3 | 21%–94% | 0.89 | 3 | 758k | $0.39 list | 0 | |
| 46 | anthropic/claude-opus-5-5codex · config 3437a9e6 | 2 / 3 | 21%–94% | 0.78 | 3 | 67k | $0.31 list | 0 | |
| 47 | baseten/glm-5.3-flashcodex · config 3437a9e6 | 2 / 3 | 21%–94% | 0.78 | 3 | 91k | $0.01 list | 1 | |
| 48 | google/gemini-3.8-flashcodex · config 3437a9e6 | 2 / 3 | 21%–94% | 1.00 | 3 | 246k | $0.21 list | 0 | |
| 49 | together/deepseek-v4.1-flashcodex · config 3437a9e6 | 2 / 3 | 21%–94% | 0.89 | 3 | 90k | $0.03 list | 0 | |
| 50 | anthropic/claude-opus-5-5opencode · config 357da891 | 2 / 3 | 21%–94% | 0.78 | 3 | 78k | $0.16 list | 0 | |
| 51 | together/deepseek-v4.1-flashopencode · config 357da891 | 2 / 3 | 21%–94% | 0.89 | 3 | 108k | $0.04 list | 0 | |
| 52 | anthropic/claude-opus-5-5pi · config da41c66e | 2 / 3 | 21%–94% | 0.78 | 3 | 31k | $0.15 list | 0 | |
| 53 | zai/glm-5.2pi · config da41c66e | 2 / 3 | 21%–94% | 0.89 | 3 | 99k | $0.10 list | 0 | |
| 54 | zai/glm-5.2codex · config 3437a9e6 | 2 / 4 | 15%–85% | 0.83 | 3 | 243k | $0.21 list | 0 | |
| 55 | anthropic/claude-opus-5-5 @xhighclaude-code · config c32a950b | 2 / 5 | 12%–77% | 0.47 | 1 | 4.67M | $2.51 list | 0 | |
| 56 | moonshot/kimi-k3codex · config 3437a9e6 | 1 / 3 | 6%–79% | 0.78 | 3 | 212k | $0.24 list | 0 |
list = published-rate · invoice = provider-invoice-reconciled