Gemini 3.1 Pro Preview vs Muse Ember

Gemini 3.1 Pro Preview against Muse Ember
Gemini 3.1 Pro PreviewMuse Ember
Coding index32.364.9
Benchmarks behind it Verified, 4 benchmarks Verified, 3 benchmarks
Output $/Mtok$12.00$0.50
Cost per solved task$0.99Not computable
Context window1.05M1.05M