Model comparison
Gemini 3 Flash Preview vs Muse Spark
Gemini 3 Flash Preview is the stronger model overall, scoring 52.3 to 50.6 on the Noometry Index.
Last verified . 24 shared benchmarks.
Google
MetaSummary
- They share 24 benchmarks with published results for both. Gemini 3 Flash Preview scores higher in 5 categories and Muse Spark in 4 categories; 5 gaps are clear of the uncertainty.
- The widest gap is in reasoning, where Gemini 3 Flash Preview leads 49.2 to 35.9.
- The biggest single-benchmark swing is OTIS Mock AIME 2024-2025: 95.6% for Gemini 3 Flash Preview and 88.9% for Muse Spark.
Side by side
| Gemini 3 Flash Preview | Muse Spark | |
|---|---|---|
| Provider | Meta | |
| Noometry Index | 52.3 | 50.6 |
| Released | 2025-12-17 | 2026-04-08 |
| Weights | Proprietary | Proprietary |
| Context window | 1.05M | — |
| Max output | 66K | — |
| Input $ / M tokens | $0.50 | — |
| Output $ / M tokens | $3 | — |
| Results tracked | 59 | 27 |
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Category by category
Coding Gemini 3 Flash Preview leads
Gemini 3 Flash Preview: 50.9 (#42), Muse Spark: 46.2 (#69)
| Benchmark | Gemini 3 Flash Preview | Muse Spark |
|---|---|---|
| LMArena Coding | 1460 | 1481 |
| SWE-bench Verified | 75.4% | — |
| SWE-bench Verified (bash only) | 75.8% | — |
| LMArena WebDev | 1439 | — |
| SWE-bench Multilingual | 72.7% | — |
| SciCode | — | 51.5% |
| GSO | 9.8% | — |
| WeirdML | 61.6% | — |
| ALE-Bench | 1,367 | — |
Agentic & Tool Use Not comparable
Gemini 3 Flash Preview: 38.7 (#29), Muse Spark: —
| Benchmark | Gemini 3 Flash Preview | Muse Spark |
|---|---|---|
| Terminal-Bench | 64.3% | — |
| τ²-bench Airline | 82.5% | — |
| τ²-bench Banking | 27.3% | — |
| τ²-bench Retail | 76.8% | — |
| τ²-bench Telecom | 91.2% | — |
| DeepResearch Bench | 49.8% | — |
| BALROG | 48.1% | — |
| GDP.pdf | 10% | — |
| LMArena Search | 1198 | — |
| Vending-Bench 2 | 3,635 | — |
Reasoning Gemini 3 Flash Preview leads
Gemini 3 Flash Preview: 49.2 (#37), Muse Spark: 35.9 (#67)
| Benchmark | Gemini 3 Flash Preview | Muse Spark |
|---|---|---|
| LMArena Hard Prompts | 1465 | 1474 |
| Epoch Capabilities Index | 151.8 | 152.04 |
| ARC-AGI-2 | 33.6% | — |
| SimpleBench | 61.1% | — |
| NYT Connections (extended) | 83.1% | — |
| ARC-AGI-1 | 84.7% | — |
| CritPt | — | 11.3% |
| Chess Puzzles | 40% | — |
| Mystery Game Puzzles | 26% | — |
| DTBench | 89.1% | — |
| LMCA | 43.1% | — |
| ForecastBench | 58.5 | — |
Math Gemini 3 Flash Preview leads
Gemini 3 Flash Preview: 51.7 (#55), Muse Spark: 47.8 (#66)
| Benchmark | Gemini 3 Flash Preview | Muse Spark |
|---|---|---|
| OTIS Mock AIME 2024-2025 | 95.6% | 88.9% |
| ProofBench | 15% | 17% |
| LMArena Math | 1473 | 1455 |
| FrontierMath (Feb 2025 set) | 35.6% | 39% |
| FrontierMath Tier 4 (v1) | 4.2% | 14.6% |
| FrontierMath (Tiers 1-3) | 51.2% | — |
| FrontierMath Tier 4 | 17.1% | — |
| MathArena Final-Answer Competitions | 67.6% | — |
Knowledge Muse Spark leads
Gemini 3 Flash Preview: 58.8 (#33), Muse Spark: 65.7 (#13)
| Benchmark | Gemini 3 Flash Preview | Muse Spark |
|---|---|---|
| GPQA Diamond | 89.4% | 89.8% |
| LMArena Expert | 1462 | 1457 |
| Humanity's Last Exam | — | 40.6% |
| SimpleQA Verified | 66.8% | — |
| Vectara Hallucination Rate | 13.5% | — |
Multimodal Gemini 3 Flash Preview leads
Gemini 3 Flash Preview: 45.5 (#16), Muse Spark: 43.4 (#24)
| Benchmark | Gemini 3 Flash Preview | Muse Spark |
|---|---|---|
| LMArena Vision | 1285 | 1306 |
| LMArena Document | 1413 | 1444 |
| GeoBench | 88% | — |
| VPCT | 72.6% | — |
| Blueprint-Bench 2 | 0% | — |
Multilingual Too close to call
Gemini 3 Flash Preview: 55.7 (#27), Muse Spark: 56.1 (#24)
| Benchmark | Gemini 3 Flash Preview | Muse Spark |
|---|---|---|
| LMArena Non-English | 1458 | 1464 |
| LMArena Chinese | 1511 | 1509 |
| LMArena French | 1477 | 1497 |
| LMArena German | 1497 | 1497 |
| LMArena Korean | 1443 | 1459 |
| LMArena Russian | 1480 | 1466 |
| LMArena Spanish | 1469 | 1472 |
| LMArena Japanese | 1489 | — |
Instruction Following Too close to call
Gemini 3 Flash Preview: 75.7 (#56), Muse Spark: 75.9 (#51)
| Benchmark | Gemini 3 Flash Preview | Muse Spark |
|---|---|---|
| LMArena Instruction Following | 1437 | 1442 |
Long Context Too close to call
Gemini 3 Flash Preview: 44.4 (#67), Muse Spark: 44.4 (#69)
| Benchmark | Gemini 3 Flash Preview | Muse Spark |
|---|---|---|
| LMArena Longer Query | 1452 | 1451 |
Writing & Preference Too close to call
Gemini 3 Flash Preview: 65.5 (#45), Muse Spark: 66.0 (#39)
| Benchmark | Gemini 3 Flash Preview | Muse Spark |
|---|---|---|
| LMArena Text | 1466 | 1474 |
| LMArena Creative Writing | 1457 | 1459 |
| LMArena Multi-Turn | 1471 | 1477 |
Frequently asked questions
Is Gemini 3 Flash Preview better than Muse Spark?
Gemini 3 Flash Preview is the stronger model overall, scoring 52.3 to 50.6 on the Noometry Index.
Is Gemini 3 Flash Preview or Muse Spark better for coding?
Gemini 3 Flash Preview scores higher on coding benchmarks: 50.9 versus 46.2 in the Noometry coding category.
How many benchmarks do Gemini 3 Flash Preview and Muse Spark share?
24 benchmarks have published results for both models. Gemini 3 Flash Preview has 59 scored results on Noometry and Muse Spark has 27.