# Gemini 3 Flash Preview vs Muse Spark 1.1

> Gemini 3 Flash Preview is the stronger model overall, scoring 52.3 to 49.9 on the Noometry Index.

- Canonical page: https://noometry.com/compare/gemini-3-flash-preview-vs-muse-spark-1-1
- Last updated: 2026-10-10
- Shared benchmarks: 29

## Summary

- They share 29 benchmarks with published results for both. Gemini 3 Flash Preview scores higher in 6 categories and Muse Spark 1.1 in 4 categories; 6 gaps are clear of the uncertainty.
- The widest gap is in writing & preference, where Muse Spark 1.1 leads 73.6 to 65.6.
- The biggest single-benchmark swing is ProofBench: 15% for Gemini 3 Flash Preview and 39% for Muse Spark 1.1.
- Gemini 3 Flash Preview is cheaper at $0.50 / $3 per million input/output tokens, against $1.25 / $4.25 for Muse Spark 1.1.

## Snapshot

| | Gemini 3 Flash Preview | Muse Spark 1.1 |
|---|---|---|
| Provider | Google | Meta |
| Noometry Index | 52.3 | 49.9 |
| Rank | 33 | 43 |
| Context | 1.05M | 1.05M |
| Input $/M | $0.50 | $1.25 |
| Output $/M | $3 | $4.25 |
| Weights | Proprietary | Proprietary |

## Coding

- Gemini 3 Flash Preview: 51.5 (#35)
- Muse Spark 1.1: 50.8 (#38)

| Benchmark | Gemini 3 Flash Preview | Muse Spark 1.1 |
|---|---|---|
| LMArena WebDev | 1439 | 1542 |
| LMArena Coding | 1460 | 1497 |
| SWE-bench Verified | 75.4% | — |
| DeepSWE | — | 53.3% |
| SWE-bench Verified (bash only) | 75.8% | — |
| SWE-bench Multilingual | 72.7% | — |
| SciCode | — | 58.8% |
| GSO | 9.8% | — |
| WeirdML | 61.6% | — |
| ALE-Bench | 1,367 | — |

## Agentic & Tool Use

- Gemini 3 Flash Preview: 38.6 (#27)
- Muse Spark 1.1: 33.9 (#45)

| Benchmark | Gemini 3 Flash Preview | Muse Spark 1.1 |
|---|---|---|
| τ²-bench Banking | 27.3% | 40.5% |
| GDP.pdf | 10% | 15% |
| Vending-Bench 2 | 3,635 | 6,520 |
| Terminal-Bench | 64.3% | — |
| τ²-bench Airline | 82.5% | — |
| τ²-bench Retail | 76.8% | — |
| τ²-bench Telecom | 91.2% | — |
| DeepResearch Bench | 49.8% | — |
| BALROG | 48.1% | — |
| GBAEval | — | 7.9% |
| LMArena Search | 1198 | — |

## Reasoning

- Gemini 3 Flash Preview: 49.2 (#35)
- Muse Spark 1.1: 45.9 (#41)

| Benchmark | Gemini 3 Flash Preview | Muse Spark 1.1 |
|---|---|---|
| NYT Connections (extended) | 83.1% | 84.9% |
| LMArena Hard Prompts | 1465 | 1486 |
| DTBench | 89.1% | 94.4% |
| LMCA | 43.1% | 49.9% |
| Epoch Capabilities Index | 151.83 | 154.32 |
| ARC-AGI-2 | 33.6% | — |
| SimpleBench | 61.1% | — |
| ARC-AGI-1 | 84.7% | — |
| CritPt | — | 15.1% |
| Chess Puzzles | 40% | — |
| Mystery Game Puzzles | 26% | — |
| Surface Evolver Bench | — | 52.5% |
| ForecastBench | 58.5 | — |

## Math

- Gemini 3 Flash Preview: 51.4 (#42)
- Muse Spark 1.1: 44.0 (#67)

| Benchmark | Gemini 3 Flash Preview | Muse Spark 1.1 |
|---|---|---|
| ProofBench | 15% | 39% |
| LMArena Math | 1472 | 1477 |
| FrontierMath (Tiers 1-3) | 51.2% | — |
| FrontierMath Tier 4 | 17.1% | — |
| MathArena Final-Answer Competitions | 67.6% | — |
| OTIS Mock AIME 2024-2025 | 95.6% | — |
| FrontierMath (Feb 2025 set) | 35.6% | — |
| FrontierMath Tier 4 (v1) | 4.2% | — |

## Knowledge

- Gemini 3 Flash Preview: 58.8 (#30)
- Muse Spark 1.1: 52.8 (#55)

| Benchmark | Gemini 3 Flash Preview | Muse Spark 1.1 |
|---|---|---|
| SimpleQA Verified | 66.8% | 57.8% |
| LMArena Expert | 1461 | 1480 |
| GPQA Diamond | 89.4% | — |
| Vectara Hallucination Rate | 13.5% | — |

## Multimodal

- Gemini 3 Flash Preview: 45.3 (#15)
- Muse Spark 1.1: 41.9 (#28)

| Benchmark | Gemini 3 Flash Preview | Muse Spark 1.1 |
|---|---|---|
| LMArena Vision | 1285 | 1292 |
| LMArena Document | 1413 | 1465 |
| GeoBench | 88% | — |
| VPCT | 72.6% | — |
| Blueprint-Bench 2 | 0% | — |

## Multilingual

- Gemini 3 Flash Preview: 55.9 (#26)
- Muse Spark 1.1: 56.8 (#16)

| Benchmark | Gemini 3 Flash Preview | Muse Spark 1.1 |
|---|---|---|
| LMArena Non-English | 1458 | 1471 |
| LMArena Chinese | 1510 | 1518 |
| LMArena French | 1478 | 1494 |
| LMArena German | 1497 | 1466 |
| LMArena Japanese | 1488 | 1445 |
| LMArena Korean | 1443 | 1459 |
| LMArena Russian | 1480 | 1482 |
| LMArena Spanish | 1470 | 1471 |

## Instruction Following

- Gemini 3 Flash Preview: 75.8 (#52)
- Muse Spark 1.1: 76.8 (#36)

| Benchmark | Gemini 3 Flash Preview | Muse Spark 1.1 |
|---|---|---|
| LMArena Instruction Following | 1437 | 1457 |

## Long Context

- Gemini 3 Flash Preview: 44.4 (#63)
- Muse Spark 1.1: 44.8 (#55)

| Benchmark | Gemini 3 Flash Preview | Muse Spark 1.1 |
|---|---|---|
| LMArena Longer Query | 1452 | 1463 |

## Writing & Preference

- Gemini 3 Flash Preview: 65.6 (#44)
- Muse Spark 1.1: 73.6 (#11)

| Benchmark | Gemini 3 Flash Preview | Muse Spark 1.1 |
|---|---|---|
| LMArena Text | 1466 | 1479 |
| LMArena Creative Writing | 1457 | 1440 |
| LMArena Multi-Turn | 1471 | 1484 |
| EQ-Bench Creative Writing | — | 1927 |
| EQ-Bench 4 | — | 1260 |

## FAQ

### Is Gemini 3 Flash Preview better than Muse Spark 1.1?

Gemini 3 Flash Preview is the stronger model overall, scoring 52.3 to 49.9 on the Noometry Index.

### Which is cheaper, Gemini 3 Flash Preview or Muse Spark 1.1?

Gemini 3 Flash Preview is cheaper. It lists at $0.50 per million input tokens and $3 per million output tokens; Muse Spark 1.1 lists at $1.25 and $4.25.

### Is Gemini 3 Flash Preview or Muse Spark 1.1 better for coding?

They score almost the same on coding (51.5 vs 50.8); test both on your own repository before choosing.

### Which has the bigger context window?

Both accept 1.05M tokens.

### How many benchmarks do Gemini 3 Flash Preview and Muse Spark 1.1 share?

29 benchmarks have published results for both models. Gemini 3 Flash Preview has 59 scored results on Noometry and Muse Spark 1.1 has 36.