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 Claude Opus 5.5 (xhigh) 97.4% $20.79 223 trace →
2 Muse Wonder Full 96.0% TBA 475 trace →
3 Muse Wonder (xhigh) 95.7% $30.87 362 trace →
4 Claude Fable 5.1 (xhigh) 94.8% $33.87 220 trace →
5 GPT 6 Astra (max) 93.3% $8.18 42 trace →
6 Claude Opus 5 (xhigh) 92.5% $50.60 307 trace →
7 Claude Opus 4.8 (xhigh) 84.1% $15.68 136 trace →
8 GPT-5.6 Sol (xhigh) 81.4% $4.78 39 trace →
9 Muse Spark 1.3 (xhigh) 79.5% $2.58 341 trace →
10 Gemini 3.7 Flash 78.0% $1.58 179 trace →
11 GLM-5.2 76.9% $30.57 214 trace →
12 GPT 5.5 (xhigh) 76.4% $7.07 70 trace →
13 Muse Spark 1.3 (max) 75.4% $9.09 349 trace →
14 Gemini 3.6 Flash 73.6% $3.64 162 trace →
15 Gemini 3.5 Flash 73.0% $3.64 147 trace →
16 Muse Spark 1.1 (xhigh) 72.6% $0.56 146 trace →
17 Muse Spark 1.2 (xhigh) 72.3% $1.00 171 trace →
18 GPT-5.6 Sol 71.3% $0.84 15 trace →
19 GPT 5.5 (high) 71.0% $2.11 22 trace →
20 Claude Opus 4.6 66.8% $9.89 307 trace →
21 Claude Opus 4.7 61.7% $3.13 73 trace →
22 GPT 5.5 54.0% $0.74 13 trace →
23 GPT 5.4 49.1% $0.38 14 trace →
24 Gemini 3.1 Pro 46.4% $1.10 96 trace →
25 Claude Haiku 4.5 25.2% $1.70 207 trace →
26 Gemini 3 Flash 14.9% $0.26 109 trace →
27 Claude Opus 4.7 (xhigh) 3.4% $8.71 175 trace →
28 GPT 5.4 mini 3.4% $0.03 12 trace →
29 Claude Sonnet 4.6 3.0% $12.60 413 trace →
30 GPT 5 mini 2.9% $0.01 14 trace →

Click a row to replay how that model rebuilt this program, or the model name to open its full run