Gemini 3.1 Pro vs Muse Spark 1.1
Head-to-head comparison across 1benchmark categories. Overall scores shown here use BenchLM's provisional ranking lane.
Verdict
Gemini 3.1 Pro leads for most workloads.
Based on BenchLM composite scores, July 2026.
Gemini 3.1 Pro
89
Muse Spark 1.1
78
Pick Gemini 3.1 Pro if you want the stronger benchmark profile. Muse Spark 1.1 only becomes the better choice if multimodal & grounded is the priority or you want the stronger reasoning-first profile.
Category Radar
Head-to-Head by Category
Category Breakdown
| Benchmark | Gemini 3.1 Pro | Δ | Muse Spark 1.1 |
|---|---|---|---|
| Multimodal | 82.6 | → 5.8 | 88.4 |
| Agentic | — | — | 80.4 |
| Coding | — | — | 61.5 |
| Reasoning | 77.1 | — | — |
| Knowledge | — | — | 62.1 |
Operational Comparison
Gemini 3.1 Pro
Muse Spark 1.1
$2 / $12
N/A
109 t/s
N/A
29.71s
N/A
1M
1M
Quick Verdict
Pick Gemini 3.1 Pro if you want the stronger benchmark profile. Muse Spark 1.1 only becomes the better choice if multimodal & grounded is the priority or you want the stronger reasoning-first profile.
Gemini 3.1 Pro is clearly ahead on the provisional aggregate, 89 to 78. The gap is large enough that you do not need to squint at the spreadsheet to see the difference.
Muse Spark 1.1 is the reasoning model in the pair, while Gemini 3.1 Pro is not. That usually helps on harder chain-of-thought-heavy tests, but it can also mean more latency and more token spend in real use.
Benchmark Deep Dive
Frequently Asked Questions (2)
Which is better, Gemini 3.1 Pro or Muse Spark 1.1?
Gemini 3.1 Pro is ahead on BenchLM's provisional leaderboard, 89 to 78. The biggest single separator in this matchup is CharXiv, where the scores are 80.2% and 88.4%.
Which is better for multimodal and grounded tasks, Gemini 3.1 Pro or Muse Spark 1.1?
Muse Spark 1.1 has the edge for multimodal and grounded tasks in this comparison, averaging 88.4 versus 82.6. Inside this category, CharXiv is the benchmark that creates the most daylight between them.
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