Head-to-head
Gemini 3.1 Pro vs Muse Wonder
As of October 26, 2026, Muse Wonder leads Gemini 3.1 Pro on the Analyzer Index, 91.8 to 84.9.
Normalized scores are min-maxed per benchmark across all models we track (0–100). Open the interactive compare view to add benchmarks to the radar chart or pull in more models.
Gemini 3.1 Pro
GoogleMuse Wonder
Meta| At a glance | Gemini 3.1 Pro | Muse Wonder |
|---|---|---|
| Analyzer Index | 84.9 (10/13) | 91.8 (4/13) |
| Blended price | $2.25/M | $8.00/M |
| Cheapest host | maker's API | maker's API |
| Context | 2.0M | 1.0M |
| Output speed | — | 56 tok/s |
| Time to first token | — | 3.93 s |
| Benchmark | Gemini 3.1 Pro | Muse Wonder |
|---|---|---|
Chatbot Arena Elo Arena | ||
SWE-bench Verified SWE-bench | — | |
MMMU-Pro MMMU-Pro | — | |
Output Speed Speed | — | |
Time to First Token TTFT | — | |
Rolling Contamination-Controlled Average Rolling Avg | ||
Rolling Data Analysis Data Analysis | ||
FrontierMath Tiers 1-3 FrontierMath | — | |
SimpleQA Verified SimpleQA | — | |
OTIS Mock AIME 2024-2025 OTIS AIME | ||
Humanity's Last Exam HLE | — | |
ARC-AGI 2 ARC-AGI 2 | — | |
Terminal-Bench 2 TermBench 2 | — | |
Frontier Composite Frontier | ||
API Success Rate API OK | — |
Methodology matches the main AI Model Analyzer About page.