Check out our newest benchmark: SWE-sweep (<10% solved!)
agourlay/zip-password-finder

Find the password of protected ZIP files.

534 rs medium
680
Generated Behavioral Tests
100.0%
Best Score
Muse Wonder Full

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 100.0% TBA 319 trace →
2 Muse Wonder (xhigh) 100.0% $18.31 257 trace →
3 Claude Opus 5 (xhigh) 100.0% $50.06 211 trace →
4 Claude Opus 4.8 (xhigh) 99.9% $11.27 111 trace →
5 GPT 6 Astra (max) 99.7% $8.05 43 trace →
6 Muse Spark 1.3 (max) 99.7% $2.29 212 trace →
7 Muse Spark 1.3 (xhigh) 99.6% $0.56 177 trace →
8 Muse Spark 1.2 (xhigh) 98.8% $0.09 123 trace →
9 GPT 5.5 (xhigh) 98.7% $4.94 59 trace →
10 Muse Spark 1.1 (xhigh) 98.5% $0.49 225 trace →
11 GPT-5.6 Sol (xhigh) 98.2% $3.19 33 trace →
12 Claude Opus 4.6 97.9% $3.51 129 trace →
13 Gemini 3.5 Flash 97.6% $4.35 192 trace →
14 GPT 5.5 (high) 97.4% $1.90 29 trace →
15 Claude Opus 4.7 97.4% $2.53 78 trace →
16 Gemini 3.6 Flash 96.5% $3.61 156 trace →
17 GPT-5.6 Sol 94.3% $0.88 21 trace →
18 Gemini 3.1 Pro 90.4% $1.16 86 trace →
19 GPT 5.5 90.3% $1.19 22 trace →
20 GLM-5.2 81.4% $13.21 111 trace →
21 Claude Opus 4.7 (xhigh) 79.4% $6.96 143 trace →
22 Claude Sonnet 4.6 79.1% $8.63 295 trace →
23 Gemini 3 Flash 72.9% $0.26 118 trace →
24 Claude Haiku 4.5 38.8% $0.53 94 trace →
25 GPT 5.4 mini 27.4% $0.05 9 trace →
26 GPT 5.4 27.2% $0.19 10 trace →
27 GPT 5 mini 5.4% $0.02 18 trace →
28 Claude Opus 5.5 (xhigh) 0.0% $0.01 6 trace →
29 Claude Fable 5.1 (xhigh) 0.0% $0.05 4 trace →
30 Gemini 3.7 Flash 0.0% $0.09 25 trace →

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