# Gemini 3.7 Flash vs Muse Spark 1.2

> Side-by-side benchmark comparison for Gemini 3.7 Flash and Muse Spark 1.2 across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/gemini-3-7-flash-vs-muse-spark-1-2
- Last updated: September 27, 2026

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

## Quick Verdict

Pick Gemini 3.7 Flash if you want the stronger benchmark profile. Muse Spark 1.2 only makes more sense when its price, context window, or workload-specific category wins matter more than the overall score.

## Summary

- Gemini 3.7 Flash leads overall 67.66 to 64.99.
- The clearest category separation is in knowledge, where the averages are 71.1 for Gemini 3.7 Flash and 65 for Muse Spark 1.2.
- The biggest single benchmark swing is FrontierSWE v2 in Coding, with scores of 20.3% and 12.0%.
- Gemini 3.7 Flash is the cheaper option on output tokens, which matters if you expect large responses or heavy interactive use.

## Model Snapshot

| Property | Gemini 3.7 Flash | Muse Spark 1.2 |
|----------|----------|----------|
| Creator | Google | Meta |
| Type | Proprietary | Proprietary |
| Reasoning | Reasoning | Reasoning |
| Context | 1M | 1M |
| Overall Score | 67.66 | 64.99 |
| Benchmarks Covered | 25 | 8 |
| Pricing (input/output) | $0.75 / $3.75 | $1.25 / $4.25 |

## Category Breakdown

### Agentic

- Winner: Muse Spark 1.2
- Gemini 3.7 Flash public-lane score: 58.6 (Supported · #20/105)
- Muse Spark 1.2 public-lane score: 59.5 (Supported · #17/105)

| Benchmark | Gemini 3.7 Flash | Muse Spark 1.2 | Winner |
|-----------|-----------|-----------|--------|
| Terminal-Bench 2.1 | 85.8% | 82.9% | Gemini 3.7 Flash |
| Terminal-Bench 3.0 | 14.9% | Coming soon | Coming soon |
| AutomationBench | 30.4% | Coming soon | Coming soon |
| OSWorld 2.0 | 47.9% | Coming soon | Coming soon |
| Agents' Last Exam | 26.3% | Coming soon | Coming soon |
| Terminal-Bench 2.1 (Vals) | 77.5% | 69.7% | Gemini 3.7 Flash |
| ApprenticeBench | 16% | Coming soon | Coming soon |

### Coding

- Winner: Gemini 3.7 Flash
- Gemini 3.7 Flash public-lane score: 60.3 (Supported · #17/135)
- Muse Spark 1.2 public-lane score: 56 (Supported · #25/135)

| Benchmark | Gemini 3.7 Flash | Muse Spark 1.2 | Winner |
|-----------|-----------|-----------|--------|
| FrontierCode 1.1 Main | 43.6% | Coming soon | Coming soon |
| DeepSWE | 65.3% | 59.3% | Gemini 3.7 Flash |
| Terminal-Bench 2.1 | 85.8% | 82.9% | Gemini 3.7 Flash |
| FrontierSWE v2 | 20.3% | 12.0% | Gemini 3.7 Flash |
| LiveCodeBench (Vals) | 88.7% | Coming soon | Coming soon |
| SWE-bench (Vals) | 80.8% | 86.6% | Muse Spark 1.2 |
| VulcanBench v3 | Coming soon | 87.0% | Coming soon |

### Reasoning

- Winner: Not comparable
- Gemini 3.7 Flash public-lane score: 77.8 (Unranked · 5 rankable rows)
- Muse Spark 1.2 public-lane score: 76.4 (Unranked · 2 rankable rows)

| Benchmark | Gemini 3.7 Flash | Muse Spark 1.2 | Winner |
|-----------|-----------|-----------|--------|
| MRCR v2 64K-128K | 97% | Coming soon | Coming soon |
| ARC-AGI-1 | 95.50% | Coming soon | Coming soon |
| ARC-AGI-2 | 84.6% | Coming soon | Coming soon |

### Multimodal & Grounded

- Winner: Not comparable
- Gemini 3.7 Flash public-lane score: 82.6 (#10/50)
- Muse Spark 1.2 public-lane score: Coming soon

| Benchmark | Gemini 3.7 Flash | Muse Spark 1.2 | Winner |
|-----------|-----------|-----------|--------|
| CharXiv w/o tools | 84.5% | Coming soon | Coming soon |
| CharXiv | 88.7% | Coming soon | Coming soon |
| LVBench | 85.4% | Coming soon | Coming soon |

### Knowledge

- Winner: Gemini 3.7 Flash
- Gemini 3.7 Flash public-lane score: 71.1 (Supported · #10/158)
- Muse Spark 1.2 public-lane score: 65 (Supported · #21/158)

| Benchmark | Gemini 3.7 Flash | Muse Spark 1.2 | Winner |
|-----------|-----------|-----------|--------|
| HLE-Verified | 53.6% | Coming soon | Coming soon |
| LABBench2 | 82.1% | Coming soon | Coming soon |
| BioMysteryBench (human-solvable) | 87.1% | Coming soon | Coming soon |
| BioMysteryBench (human-difficult) | 43.5% | Coming soon | Coming soon |
| GPQA Diamond (Vals) | 93.9% | Coming soon | Coming soon |
| MMLU-Pro (Vals) | 90.1% | 88.3% | Gemini 3.7 Flash |

## FAQ

### Which is better overall, Gemini 3.7 Flash or Muse Spark 1.2?

Gemini 3.7 Flash is ahead overall on BenchLM right now.

### Where is the biggest gap between Gemini 3.7 Flash and Muse Spark 1.2?

The widest category gap is in knowledge, where the averages are 71.1 for Gemini 3.7 Flash and 65 for Muse Spark 1.2.

### How many benchmarks does Gemini 3.7 Flash cover on BenchLM?

Gemini 3.7 Flash currently has 25 sourced benchmark scores on BenchLM.

### How many benchmarks does Muse Spark 1.2 cover on BenchLM?

Muse Spark 1.2 currently has 8 sourced benchmark scores on BenchLM.

## Related Comparisons

- [Gemini 3.7 Flash vs Muse Spark 1.1](/compare/gemini-3-7-flash-vs-muse-spark-1-1)
- [Muse Spark 1.2 vs Muse Spark 1.1](/compare/muse-spark-1-1-vs-muse-spark-1-2)
- [Gemini 3.7 Flash vs Muse Spark](/compare/gemini-3-7-flash-vs-muse-spark)
- [Muse Spark 1.2 vs Muse Spark](/compare/muse-spark-vs-muse-spark-1-2)

## Explore More

- [Gemini 3.7 Flash profile](/models/gemini-3-7-flash)
- [Muse Spark 1.2 profile](/models/muse-spark-1-2)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)