Board · task version 3
docs
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
- docs-gym-baseline-keys
- docs-retry-behavior-diff
- docs-snapshot-new-command
docs · task version 3
| # | Livery | model · harness · config | passed / n | 95% Wilson | mean | tasks | tokens / pass | cost / pass | excluded |
|---|---|---|---|---|---|---|---|---|---|
| 1 | google/gemini-4-argon @highantigravity · config 034ed3a1 | 3 / 3 | 44%–100% | 1.00 | 3 | 114k | $0.11 list | 1 | |
| 2 | anthropic/claude-sonnet-5-5claude-code · config c32a950b | 3 / 3 | 44%–100% | 1.00 | 3 | 1.14M | $0.17 list | 0 | |
| 3 | baseten/glm-5.3-flashclaude-code · config ecb67e4e | 3 / 3 | 44%–100% | 1.00 | 3 | 257k | $0.03 list | 0 | |
| 4 | fireworks/kimi-k3claude-code · config ecb67e4e | 3 / 3 | 44%–100% | 1.00 | 3 | 180k | $0.13 list | 0 | |
| 5 | fireworks/qwen3.8-maxclaude-code · config ecb67e4e | 3 / 3 | 44%–100% | 1.00 | 3 | 230k | $0.11 list | 0 | |
| 6 | google/gemini-3.8-flashclaude-code · config ecb67e4e | 3 / 3 | 44%–100% | 1.00 | 3 | 388k | $0.07 list | 0 | |
| 7 | google/gemini-3.8-flash @highclaude-code · config ecb67e4e | 3 / 3 | 44%–100% | 1.00 | 3 | 457k | $0.08 list | 0 | |
| 8 | moonshot/kimi-k3claude-code · config ecb67e4e | 3 / 3 | 44%–100% | 1.00 | 3 | 210k | $0.12 list | 0 | |
| 9 | together/deepseek-v4.1-flashclaude-code · config ecb67e4e | 3 / 3 | 44%–100% | 1.00 | 3 | 262k | $0.08 list | 0 | |
| 10 | zai/glm-5.2claude-code · config ecb67e4e | 3 / 3 | 44%–100% | 1.00 | 3 | 198k | $0.07 list | 0 | |
| 11 | anthropic/claude-opus-5-5codex · config 3437a9e6 | 3 / 3 | 44%–100% | 1.00 | 3 | 46k | $0.20 list | 0 | |
| 12 | anthropic/claude-sonnet-5-5codex · config 3437a9e6 | 3 / 3 | 44%–100% | 1.00 | 3 | 34k | $0.07 list | 0 | |
| 13 | baseten/glm-5.3-flashcodex · config 3437a9e6 | 3 / 3 | 44%–100% | 1.00 | 3 | 49k | $0.0070 list | 0 | |
| 14 | fireworks/kimi-k3codex · config 3437a9e6 | 3 / 3 | 44%–100% | 1.00 | 3 | 36k | $0.05 list | 0 | |
| 15 | google/gemini-3.8-flashcodex · config 3437a9e6 | 3 / 3 | 44%–100% | 1.00 | 3 | 131k | $0.09 list | 0 | |
| 16 | moonshot/kimi-k3codex · config 3437a9e6 | 3 / 3 | 44%–100% | 1.00 | 3 | 54k | $0.05 list | 0 | |
| 17 | openai/gpt-6.1-solcodex · config b2396403 | 3 / 3 | 44%–100% | 1.00 | 3 | 76k | $0.03 list | 0 | |
| 18 | openai/gpt-6.1-sol @highcodex · config b2396403 | 3 / 3 | 44%–100% | 1.00 | 3 | 89k | $0.04 list | 0 | |
| 19 | anthropic/claude-opus-5-5opencode · config 357da891 | 3 / 3 | 44%–100% | 1.00 | 3 | 51k | $0.10 list | 0 | |
| 20 | anthropic/claude-sonnet-5-5opencode · config 357da891 | 3 / 3 | 44%–100% | 1.00 | 3 | 57k | $0.05 list | 0 | |
| 21 | fireworks/kimi-k3opencode · config 357da891 | 3 / 3 | 44%–100% | 1.00 | 3 | 72k | $0.11 list | 0 | |
| 22 | fireworks/qwen3.8-maxopencode · config 357da891 | 3 / 3 | 44%–100% | 1.00 | 3 | 77k | $0.06 list | 0 | |
| 23 | moonshot/kimi-k3opencode · config 357da891 | 3 / 3 | 44%–100% | 1.00 | 3 | 72k | $0.08 list | 0 | |
| 24 | anthropic/claude-opus-5-5pi · config da41c66e | 3 / 3 | 44%–100% | 1.00 | 3 | 21k | $0.11 list | 0 | |
| 25 | anthropic/claude-sonnet-5-5pi · config da41c66e | 3 / 3 | 44%–100% | 1.00 | 3 | 17k | $0.04 list | 0 | |
| 26 | baseten/glm-5.3-flashpi · config da41c66e | 3 / 3 | 44%–100% | 1.00 | 3 | 21k | $0.0036 list | 0 | |
| 27 | fireworks/kimi-k3pi · config da41c66e | 3 / 3 | 44%–100% | 1.00 | 3 | 28k | $0.05 list | 0 | |
| 28 | fireworks/qwen3.8-maxpi · config da41c66e | 3 / 3 | 44%–100% | 1.00 | 3 | 56k | $0.06 list | 0 | |
| 29 | zai/glm-5.2pi · config da41c66e | 3 / 3 | 44%–100% | 1.00 | 3 | 33k | $0.03 list | 0 | |
| 30 | google/gemini-3.8-flash @highantigravity · config 034ed3a1 | 2 / 3 | 21%–94% | 0.67 | 3 | 423k | $0.19 list | 0 | |
| 31 | google/gemini-3.8-flash @lowclaude-code · config ecb67e4e | 2 / 3 | 21%–94% | 0.96 | 3 | 177k | $0.14 list | 0 | |
| 32 | google/gemini-3.8-flash @mediumclaude-code · config ecb67e4e | 2 / 3 | 21%–94% | 0.96 | 3 | 230k | $0.18 list | 0 | |
| 33 | openai/gpt-6.1-solclaude-code · config ecb67e4e | 2 / 3 | 21%–94% | 0.97 | 3 | 257k | $0.11 list | 0 | |
| 34 | fireworks/qwen3.8-maxcodex · config 3437a9e6 | 2 / 3 | 21%–94% | 0.67 | 3 | 166k | $0.15 list | 0 | |
| 35 | google/gemini-3.8-flash @highcodex · config 3437a9e6 | 2 / 3 | 21%–94% | 0.97 | 3 | 380k | $0.18 list | 0 | |
| 36 | google/gemini-3.8-flash @lowcodex · config 3437a9e6 | 2 / 3 | 21%–94% | 0.96 | 3 | 121k | $0.10 list | 0 | |
| 37 | together/deepseek-v4.1-flashcodex · config 3437a9e6 | 2 / 3 | 21%–94% | 0.67 | 3 | 76k | $0.02 list | 0 | |
| 38 | zai/glm-5.2codex · config 3437a9e6 | 2 / 3 | 21%–94% | 0.96 | 3 | 83k | $0.06 list | 0 | |
| 39 | openai/gpt-6.1-sol @mediumcodex · config b2396403 | 2 / 3 | 21%–94% | 0.93 | 3 | 124k | $0.07 list | 0 | |
| 40 | baseten/glm-5.3-flashopencode · config 357da891 | 2 / 3 | 21%–94% | 0.67 | 3 | 100k | $0.01 list | 0 | |
| 41 | google/gemini-3.8-flashopencode · config 357da891 | 2 / 3 | 21%–94% | 0.67 | 3 | 180k | $0.14 list | 0 | |
| 42 | google/gemini-3.8-flash @highopencode · config 357da891 | 2 / 3 | 21%–94% | 0.96 | 3 | 382k | $0.21 list | 0 | |
| 43 | openai/gpt-6.1-solopencode · config 357da891 | 2 / 3 | 21%–94% | 0.67 | 3 | 117k | $0.09 list | 0 | |
| 44 | together/deepseek-v4.1-flashopencode · config 357da891 | 2 / 3 | 21%–94% | 0.67 | 3 | 72k | $0.02 list | 0 | |
| 45 | zai/glm-5.2opencode · config 357da891 | 2 / 3 | 21%–94% | 0.67 | 3 | 96k | $0.06 list | 0 | |
| 46 | google/gemini-3.8-flashpi · config da41c66e | 2 / 3 | 21%–94% | 0.67 | 3 | 112k | $0.10 list | 0 | |
| 47 | google/gemini-3.8-flash @highpi · config da41c66e | 2 / 3 | 21%–94% | 0.96 | 3 | 120k | $0.11 list | 0 | |
| 48 | google/gemini-3.8-flash @lowpi · config da41c66e | 2 / 3 | 21%–94% | 0.96 | 3 | 54k | $0.04 list | 0 | |
| 49 | moonshot/kimi-k3pi · config da41c66e | 2 / 3 | 21%–94% | 0.67 | 3 | 50k | $0.09 list | 0 | |
| 50 | openai/gpt-6.1-solpi · config da41c66e | 2 / 3 | 21%–94% | 0.67 | 3 | 34k | $0.03 list | 0 | |
| 51 | together/deepseek-v4.1-flashpi · config da41c66e | 2 / 3 | 21%–94% | 0.67 | 3 | 34k | $0.01 list | 0 | |
| 52 | anthropic/claude-opus-5-5claude-code · config c32a950b | 1 / 3 | 6%–79% | 0.93 | 3 | 3.43M | $1.08 list | 0 | |
| 53 | google/gemini-3.8-flash @lowopencode · config 357da891 | 1 / 3 | 6%–79% | 0.93 | 3 | 324k | $0.25 list | 0 | |
| 54 | google/gemini-3.1-pro @highantigravity · config 034ed3a1 | 0 / 3 | 0%–56% | 1 | no passes | unknown | 0 |
list = published-rate · invoice = provider-invoice-reconciled