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) 97.6% $42.05 330 trace →
2 Muse Wonder Full 97.4% TBA 708 trace →
3 Claude Fable 5.1 (xhigh) 96.3% $60.44 269 trace →
4 Muse Wonder (xhigh) 93.0% $51.88 493 trace →
5 GPT 6 Astra (max) 93.0% $18.50 75 trace →
6 Claude Opus 5 (xhigh) 91.2% $42.53 246 trace →
7 GPT-5.6 Sol (xhigh) 84.1% $13.16 87 trace →
8 Gemini 3.7 Flash 79.9% $2.58 192 trace →
9 Muse Spark 1.3 (max) 79.3% $10.12 415 trace →
10 Claude Opus 4.8 (xhigh) 79.2% $26.15 183 trace →
11 Muse Spark 1.3 (xhigh) 78.3% $1.86 257 trace →
12 Claude Sonnet 4.6 74.7% $22.13 450 trace →
13 GPT 5.5 (high) 71.8% $5.18 46 trace →
14 Muse Spark 1.2 (xhigh) 71.0% $0.85 172 trace →
15 Claude Opus 4.6 70.9% $14.37 258 trace →
16 GLM-5.2 68.9% $27.00 219 trace →
17 Muse Spark 1.1 (xhigh) 67.4% $3.20 294 trace →
18 Gemini 3.6 Flash 65.4% $4.87 145 trace →
19 Claude Opus 4.7 (xhigh) 57.6% $6.97 133 trace →
20 GPT 5.5 (xhigh) 54.7% $8.30 70 trace →
21 GPT 5.5 52.1% $1.56 22 trace →
22 Gemini 3.5 Flash 52.1% $6.70 180 trace →
23 Claude Opus 4.7 41.1% $4.69 89 trace →
24 GPT-5.6 Sol 36.5% $1.39 18 trace →
25 GPT 5.4 19.3% $0.46 12 trace →
26 Gemini 3 Flash 17.1% $0.24 89 trace →
27 Claude Haiku 4.5 14.4% $0.48 98 trace →
28 GPT 5 mini 10.4% $0.02 17 trace →
29 GPT 5.4 mini 8.6% $0.05 10 trace →
30 Gemini 3.1 Pro 0.0% $0.90 86 trace →

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