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 92.8% TBA 347 trace →
2 Muse Wonder (xhigh) 92.5% $23.49 299 trace →
3 Claude Opus 5 (xhigh) 91.9% $46.91 322 trace →
4 Muse Spark 1.3 (max) 91.9% $5.24 405 trace →
5 GLM-5.2 88.6% $22.86 179 trace →
6 Muse Spark 1.3 (xhigh) 87.4% $0.54 155 trace →
7 Muse Spark 1.1 (xhigh) 83.9% $0.10 108 trace →
8 Claude Opus 4.8 (xhigh) 83.3% $14.74 135 trace →
9 GPT 5.5 (xhigh) 82.7% $7.25 63 trace →
10 Gemini 3.6 Flash 82.0% $4.02 164 trace →
11 GPT 5.5 (high) 79.0% $3.04 34 trace →
12 Muse Spark 1.2 (xhigh) 78.6% $0.41 110 trace →
13 GPT 5.4 75.7% $0.79 11 trace →
14 Gemini 3.1 Pro 69.7% $1.40 83 trace →
15 Claude Opus 5.5 (xhigh) 69.5% $42.78 416 trace →
16 Claude Fable 5.1 (xhigh) 69.0% $47.85 287 trace →
17 GPT 6 Astra (max) 69.0% $9.69 64 trace →
18 GPT-5.6 Sol 68.0% $0.67 8 trace →
19 GPT 5.4 mini 62.5% $0.08 41 trace →
20 GPT-5.6 Sol (xhigh) 62.2% $4.71 37 trace →
21 Gemini 3.5 Flash 62.0% $6.80 230 trace →
22 Claude Opus 4.7 60.2% $1.88 54 trace →
23 GPT 5.5 59.4% $0.69 15 trace →
24 Claude Haiku 4.5 51.0% $0.49 86 trace →
25 Gemini 3 Flash 29.2% $0.51 116 trace →
26 GPT 5 mini 11.0% $0.01 9 trace →
27 Gemini 3.7 Flash 9.5% $1.11 124 trace →
28 Claude Opus 4.6 9.5% $8.54 172 trace →
29 Claude Sonnet 4.6 9.5% $20.92 395 trace →
30 Claude Opus 4.7 (xhigh) 7.5% $4.86 120 trace →

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