# Gemini 3 Pro vs Muse Spark

> Side-by-side benchmark comparison for Gemini 3 Pro and Muse Spark across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/gemini-3-pro-vs-muse-spark
- Last updated: October 5, 2026

- Shared sourced benchmarks: 7
- HTML indexing: indexable
- Ranking lane: BenchAlign v5.8

## Quick Verdict

Pick Muse Spark if you want the stronger benchmark profile. Gemini 3 Pro only makes more sense when its price, context window, or workload-specific category wins matter more than the overall score.

## Summary

- Muse Spark leads overall 59.99 to 59.43.
- The clearest category separation is in coding, where the averages are 43.7 for Gemini 3 Pro and 51.1 for Muse Spark.
- The biggest single benchmark swing is ARC-AGI-2 in Reasoning, with scores of 31.1% and 42.5%.
- Gemini 3 Pro also has the larger context window at 2M.

## Model Snapshot

| Property | Gemini 3 Pro | Muse Spark |
|----------|----------|----------|
| Creator | Google | Meta |
| Type | Proprietary | Proprietary |
| Reasoning | Non-Reasoning | Reasoning |
| Context | 2M | 262K |
| Overall Score | 59.43 | 59.99 |
| Benchmarks Covered | 13 | 27 |
| Pricing (input/output) | $2.00 / $12.00 | N/A |

## Category Breakdown

### Agentic

- Winner: Not comparable
- Gemini 3 Pro public-lane score: Coming soon
- Muse Spark public-lane score: 49.8 (Supported · #43/119)

| Benchmark | Gemini 3 Pro | Muse Spark | Winner |
|-----------|-----------|-----------|--------|
| Gert Labs | 63.23% | Coming soon | Coming soon |
| JobBench | 11.4% | Coming soon | Coming soon |
| Terminal-Bench 2.0 | Coming soon | 59% | Coming soon |
| τ²-bench results | Coming soon | 91.5% | Coming soon |
| DeepSearchQA | Coming soon | 74.8% | Coming soon |
| CyberGym | Coming soon | 43.5% | Coming soon |
| Claw-Eval | Coming soon | 63.8% | Coming soon |

### Coding

- Winner: Directional only
- Gemini 3 Pro public-lane score: 43.7 (Estimated · #53/144)
- Muse Spark public-lane score: 51.1 (Supported · #39/144)

| Benchmark | Gemini 3 Pro | Muse Spark | Winner |
|-----------|-----------|-----------|--------|
| Vibe Code Bench | 14.30% | 19.67% | Muse Spark |
| SWE-bench Verified | Coming soon | 77.4% | Coming soon |
| SWE-bench Pro | Coming soon | 52.4% | Coming soon |
| LiveCodeBench Pro | Coming soon | 80.0% | Coming soon |
| SWE-bench (Vals) | Coming soon | 74.4% | Coming soon |

### Reasoning

- Winner: Not comparable
- Gemini 3 Pro public-lane score: 46.5 (Unranked · 4 rankable rows)
- Muse Spark public-lane score: 53.4 (Unranked · 3 rankable rows)

| Benchmark | Gemini 3 Pro | Muse Spark | Winner |
|-----------|-----------|-----------|--------|
| ARC-AGI-2 | 31.1% | 42.5% | Muse Spark |
| ARC-AGI-1 | 75.00% | Coming soon | Coming soon |

### Multimodal & Grounded

- Winner: Muse Spark
- Gemini 3 Pro public-lane score: 75.2 (#17/49)
- Muse Spark public-lane score: 78.5 (#14/49)

| Benchmark | Gemini 3 Pro | Muse Spark | Winner |
|-----------|-----------|-----------|--------|
| MMMU-Pro | 81% | 80.4% | Gemini 3 Pro |
| MathVision | 86.6% | Coming soon | Coming soon |
| VideoMMMU | 87.6% | Coming soon | Coming soon |
| ScreenSpot Pro | 72.7% | 84.1% | Muse Spark |
| CharXiv | 81.4% | 86.4% | Muse Spark |
| V* | 88.0% | Coming soon | Coming soon |
| ERQA | Coming soon | 64.7% | Coming soon |
| SimpleVQA | Coming soon | 71.3% | Coming soon |
| ZeroBench | Coming soon | 33.0% | Coming soon |
| MedXpertQA (MM) | Coming soon | 78.4% | Coming soon |

### Knowledge

- Winner: Directional only
- Gemini 3 Pro public-lane score: 58.9 (Estimated · #43/171)
- Muse Spark public-lane score: 60.3 (Supported · #40/171)

| Benchmark | Gemini 3 Pro | Muse Spark | Winner |
|-----------|-----------|-----------|--------|
| GPQA-D | Coming soon | 89.5% | Coming soon |
| HLE | Coming soon | 50.4% | Coming soon |
| HLE w/o tools | Coming soon | 42.8% | Coming soon |
| HealthBench Hard | Coming soon | 42.8% | Coming soon |
| MedXpertQA (Text) | Coming soon | 52.6% | Coming soon |
| GPQA Diamond (Vals) | Coming soon | 89.6% | Coming soon |
| MMLU-Pro (Vals) | Coming soon | 87.3% | Coming soon |

### Instruction Following

- Winner: Directional only
- Gemini 3 Pro public-lane score: 84.7 (#38/125)
- Muse Spark public-lane score: 91.9 (#8/125)

### Mathematics

- Winner: Not comparable
- Gemini 3 Pro public-lane score: 55.2 (Unranked · 2 rankable rows)
- Muse Spark public-lane score: 55.1 (Unranked · 2 rankable rows)

| Benchmark | Gemini 3 Pro | Muse Spark | Winner |
|-----------|-----------|-----------|--------|
| FrontierMath v2 (Tiers 1-3) | 37.600% | 39.000% | Muse Spark |
| FrontierMath v2 (Tier 4) | 18.750% | 14.600% | Gemini 3 Pro |

## FAQ

### Which is better overall, Gemini 3 Pro or Muse Spark?

Muse Spark is ahead overall on BenchLM right now.

### Where is the biggest gap between Gemini 3 Pro and Muse Spark?

The widest category gap is in coding, where the averages are 43.7 for Gemini 3 Pro and 51.1 for Muse Spark.

### How many benchmarks does Gemini 3 Pro cover on BenchLM?

Gemini 3 Pro currently has 13 sourced benchmark scores on BenchLM.

### How many benchmarks does Muse Spark cover on BenchLM?

Muse Spark currently has 27 sourced benchmark scores on BenchLM.

## Related Comparisons

- [Gemini 3 Pro vs Gemini 3 Pro Deep Think](/compare/gemini-3-pro-vs-gemini-3-pro-deep-think)
- [Muse Spark vs Gemini 3 Pro Deep Think](/compare/gemini-3-pro-deep-think-vs-muse-spark)
- [Gemini 3 Pro vs Muse Spark 1.2](/compare/gemini-3-pro-vs-muse-spark-1-2)
- [Muse Spark vs Muse Spark 1.2](/compare/muse-spark-vs-muse-spark-1-2)

## Explore More

- [Gemini 3 Pro profile](/models/gemini-3-pro)
- [Muse Spark profile](/models/muse-spark)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)