Compare
Gemini 3.1 Pro vs Muse Spark 1.2
Add, remove, or swap models to compare them side by side.
| Attribute | Gemini 3.1 Pro | Muse Spark 1.2 |
|---|---|---|
| Scores | ||
| Intelligence (ECI) | 155 | — |
| Coding | 59 | 95 |
| Math | 71 | — |
| Reasoning & Knowledge | 93 | 83 |
| Agentic & Tools | 79 | — |
| Specifications | ||
| Developer | Google DeepMind | Meta AI |
| Family | Gemini | — |
| Released | Feb 19, 2026 | Aug 5, 2026 |
| Parameters | — | — |
| Availability | API access | API access |
| Context window | — | 1M |
| Price — $/M input | — | $1.25 |
| Price — $/M output | — | $4.25 |
| Inputs | — | text, image, video, file, audio |
| Outputs | — | text |
| Benchmarks | ||
| AIME 2024/2025 | 96% | — |
| APEX | 34% | — |
| ARC-AGI | 98% | — |
| ARC-AGI-2 | 77% | — |
| FrontierMath | 37% | — |
| FrontierMath Tier 4 | 17% | — |
| GPQA Diamond | 94% | 90% |
| GSO (code optimization) | 23% | — |
| Humanity's Last Exam | 46% | 46% |
| METR task horizon | 6.4 h | — |
| SimpleBench | 80% | — |
| SimpleQA Verified | 77% | — |
| SWE-bench Verified | 76% | — |
| Terminal-Bench | 80% | — |
| WebDev Arena | 1461 | — |
| WeirdML | 72% | — |
| SciCode | — | 56% |
Use-case scores are 0–100 percentile composites across each area’s benchmarks, ranked against every model from the past year. Highlighted cells lead each row. Open a model for the full picture.
Popular comparisons
- Claude Fable 5 vs GPT-5.6 Sol
- Claude Fable 5 vs Kimi K3
- Claude Fable 5 vs Grok 4.6
- Claude Fable 5 vs Gemini 3.1 Pro
- Claude Fable 5 vs DeepSeek V4 Flash 0731
- Claude Fable 5 vs Qwen 3.7 Max
- Claude Fable 5 vs Muse Spark
- GPT-5.6 Sol vs Kimi K3
- GPT-5.6 Sol vs Grok 4.6
- Gemini 3.1 Pro vs GPT-5.6 Sol
- DeepSeek V4 Flash 0731 vs GPT-5.6 Sol
- GPT-5.6 Sol vs Qwen 3.7 Max
- GPT-5.6 Sol vs Muse Spark
- Grok 4.6 vs Kimi K3
- Gemini 3.1 Pro vs Kimi K3
- DeepSeek V4 Flash 0731 vs Kimi K3
- Kimi K3 vs Qwen 3.7 Max
- Kimi K3 vs Muse Spark
- Gemini 3.1 Pro vs Grok 4.6
- DeepSeek V4 Flash 0731 vs Grok 4.6
- Grok 4.6 vs Qwen 3.7 Max
- Grok 4.6 vs Muse Spark
- DeepSeek V4 Flash 0731 vs Gemini 3.1 Pro
- Gemini 3.1 Pro vs Qwen 3.7 Max
- Gemini 3.1 Pro vs Muse Spark
- DeepSeek V4 Flash 0731 vs Qwen 3.7 Max
- DeepSeek V4 Flash 0731 vs Muse Spark
- Muse Spark vs Qwen 3.7 Max
- Claude Fable 5 vs Claude Opus 5
- Kimi K2.6 vs Kimi K3
- GPT-5.5 vs GPT-5.6 Sol
- Kimi K2.5 vs Kimi K3
- Kimi K2 vs Kimi K3
Benchmarks & model data from Epoch AI (CC BY); pricing & specs from OpenRouter. ECI = Epoch Capabilities Index.