Gemini 3 Pro vs Muse Spark
Head-to-head comparison across 2benchmark categories. Overall scores shown here use BenchLM's provisional ranking lane.
Verdict
Gemini 3 Pro leads for most workloads.
Based on BenchLM composite scores, July 2026.
Gemini 3 Pro
80
Muse Spark
76
Pick Gemini 3 Pro if you want the stronger benchmark profile. Muse Spark only becomes the better choice if reasoning is the priority or you want the stronger reasoning-first profile.
Category Radar
Head-to-Head by Category
Category Breakdown
| Benchmark | Gemini 3 Pro | Δ | Muse Spark |
|---|---|---|---|
| Reasoning | 31.1 | → 11.4 | 42.5 |
| Multimodal | 81.1 | → 1.4 | 82.5 |
| Agentic | — | — | 59.0 |
| Coding | — | — | 61.7 |
| Knowledge | — | — | 50.4 |
Operational Comparison
Gemini 3 Pro
Muse Spark
$2 / $12
N/A
109 t/s
N/A
32.65s
N/A
2M
262K
Quick Verdict
Pick Gemini 3 Pro if you want the stronger benchmark profile. Muse Spark only becomes the better choice if reasoning is the priority or you want the stronger reasoning-first profile.
Gemini 3 Pro is clearly ahead on the provisional aggregate, 80 to 76. The gap is large enough that you do not need to squint at the spreadsheet to see the difference.
Muse Spark is the reasoning model in the pair, while Gemini 3 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 Pro gives you the larger context window at 2M, compared with 262K for Muse Spark.
Benchmark Deep Dive
Frequently Asked Questions (3)
Which is better, Gemini 3 Pro or Muse Spark?
Gemini 3 Pro is ahead on BenchLM's provisional leaderboard, 80 to 76. The biggest single separator in this matchup is ARC-AGI-2, where the scores are 31.1% and 42.5%.
Which is better for reasoning, Gemini 3 Pro or Muse Spark?
Muse Spark has the edge for reasoning in this comparison, averaging 42.5 versus 31.1. 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 Pro or Muse Spark?
Muse Spark has the edge for multimodal and grounded tasks in this comparison, averaging 82.5 versus 81.1. Inside this category, ScreenSpot Pro is the benchmark that creates the most daylight between them.
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