Check out our newest benchmark: SWE-sweep (<10% solved!)

Hover for details · Click a model to open it · Drag to zoom the x-axis · Shift-drag to pan · The line marks the Pareto frontier (best score per cost)

30 runs
# Model Score Cost Calls
1 Muse Wonder Full 99.3% TBA 348 trace →
2 Claude Opus 5.5 (xhigh) 99.0% $35.19 384 trace →
3 GPT 6 Astra (max) 96.3% $10.60 58 trace →
4 Muse Wonder (xhigh) 96.1% $42.27 377 trace →
5 Claude Opus 5 (xhigh) 96.1% $97.14 455 trace →
6 Claude Fable 5.1 (xhigh) 95.2% $52.78 363 trace →
7 Muse Spark 1.3 (max) 93.3% $3.18 216 trace →
8 Gemini 3.7 Flash 82.6% $4.08 235 trace →
9 Claude Opus 4.8 (xhigh) 82.5% $20.98 169 trace →
10 GPT-5.6 Sol (xhigh) 82.1% $5.07 41 trace →
11 GPT 5.5 (high) 76.8% $4.37 45 trace →
12 Gemini 3.6 Flash 75.9% $6.51 165 trace →
13 Muse Spark 1.3 (xhigh) 75.3% $1.95 320 trace →
14 GPT 5.5 (xhigh) 71.3% $11.41 107 trace →
15 Muse Spark 1.1 (xhigh) 67.4% $0.68 179 trace →
16 GPT-5.6 Sol 67.3% $1.31 13 trace →
17 Gemini 3.5 Flash 66.5% $7.09 198 trace →
18 GLM-5.2 64.5% $25.06 220 trace →
19 Claude Opus 4.7 (xhigh) 64.1% $11.13 177 trace →
20 Claude Opus 4.6 58.8% $10.21 241 trace →
21 Claude Sonnet 4.6 58.2% $31.15 632 trace →
22 GPT 5.5 55.6% $1.25 16 trace →
23 Claude Opus 4.7 50.7% $3.06 96 trace →
24 GPT 5.4 48.8% $0.49 12 trace →
25 Claude Haiku 4.5 30.8% $0.69 95 trace →
26 Gemini 3 Flash 22.6% $0.31 90 trace →
27 GPT 5 mini 7.2% $0.02 18 trace →
28 Gemini 3.1 Pro 6.1% $1.52 66 trace →
29 GPT 5.4 mini 1.8% $0.02 7 trace →
30 Muse Spark 1.2 (xhigh) 0.0% $0.38 269 trace →

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