Gemini 3.1 Pro vs Muse Spark

Head-to-head comparison across 2benchmark categories. Overall scores shown here use BenchLM's provisional ranking lane.

Gemini 3.1 Pro

85

VS

Muse Spark

69

2 categoriesvs0 categories

Pick Gemini 3.1 Pro if you want the stronger benchmark profile. Muse Spark only becomes the better choice if you want the stronger reasoning-first profile.

Category Radar

Head-to-Head by Category

Category Breakdown

Reasoning

Gemini 3.1 Pro
77.1vs42.5

+34.6 difference

Multimodal

Gemini 3.1 Pro
83.9vs80.4

+3.5 difference

Operational Comparison

Gemini 3.1 Pro

Muse Spark

Price (per 1M tokens)

$1.25 / $5

N/A

Speed

109 t/s

N/A

Latency (TTFT)

29.71s

N/A

Context Window

1M

262K

Quick Verdict

Pick Gemini 3.1 Pro if you want the stronger benchmark profile. Muse Spark only becomes the better choice if you want the stronger reasoning-first profile.

Gemini 3.1 Pro is clearly ahead on the provisional aggregate, 85 to 69. The gap is large enough that you do not need to squint at the spreadsheet to see the difference.

Gemini 3.1 Pro's sharpest advantage is in reasoning, where it averages 77.1 against 42.5. The single biggest benchmark swing on the page is GDPval-AA, 1320 to 1444.

Muse Spark 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. Gemini 3.1 Pro gives you the larger context window at 1M, compared with 262K for Muse Spark.

Benchmark Deep Dive

Frequently Asked Questions (3)

Which is better, Gemini 3.1 Pro or Muse Spark?

Gemini 3.1 Pro is ahead on BenchLM's provisional leaderboard, 85 to 69. The biggest single separator in this matchup is GDPval-AA, where the scores are 1320 and 1444.

Which is better for reasoning, Gemini 3.1 Pro or Muse Spark?

Gemini 3.1 Pro has the edge for reasoning in this comparison, averaging 77.1 versus 42.5. Inside this category, ARC-AGI-2 is the benchmark that creates the most daylight between them.

Which is better for multimodal and grounded tasks, Gemini 3.1 Pro or Muse Spark?

Gemini 3.1 Pro has the edge for multimodal and grounded tasks in this comparison, averaging 83.9 versus 80.4. Inside this category, GDPval-AA is the benchmark that creates the most daylight between them.

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Last updated: April 8, 2026

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