# Gemini 3.5 Flash-Lite vs Muse Spark 1.1

> Side-by-side benchmark comparison for Gemini 3.5 Flash-Lite and Muse Spark 1.1 across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/gemini-3-5-flash-lite-vs-muse-spark-1-1
- Last updated: September 4, 2026

- Shared sourced benchmarks: 9
- HTML indexing: indexable
- Ranking lane: BenchAlign v5

## Quick Verdict

Pick Muse Spark 1.1 if you want the stronger benchmark profile. Gemini 3.5 Flash-Lite only makes more sense when its price, context window, or workload-specific category wins matter more than the overall score.

## Summary

- Muse Spark 1.1 leads overall 71.78 to 60.5.
- The clearest category separation is in agentic, where the averages are 43.4 for Gemini 3.5 Flash-Lite and 62.7 for Muse Spark 1.1.
- The biggest single benchmark swing is Terminal-Bench 2.0 in Agentic, with scores of 54% and 80%.

## Model Snapshot

| Property | Gemini 3.5 Flash-Lite | Muse Spark 1.1 |
|----------|----------|----------|
| Creator | Google | Meta |
| Type | Proprietary | Proprietary |
| Reasoning | Reasoning | Reasoning |
| Context | 1M | 1M |
| Overall Score | 60.5 | 71.78 |
| Benchmarks Covered | 10 | 26 |
| Pricing (input/output) | $0.30 / $2.50 | N/A |

## Category Breakdown

### Agentic

- Winner: Coming soon
- Gemini 3.5 Flash-Lite public-lane score: 43.4 (Estimated · #104/151)
- Muse Spark 1.1 public-lane score: 62.7 (Supported · #18/151)

| Benchmark | Gemini 3.5 Flash-Lite | Muse Spark 1.1 | Winner |
|-----------|-----------|-----------|--------|
| Terminal-Bench 2.0 | 54% | 80% | Muse Spark 1.1 |
| OSWorld-Verified | 74% | 80.8% | Muse Spark 1.1 |
| Terminal-Bench 2.1 (Vals) | 50.2% | 69.3% | Muse Spark 1.1 |
| MCP Atlas | Coming soon | 88.1% | Coming soon |
| Toolathlon | Coming soon | 75.6% | Coming soon |
| WebArena-Verified | Coming soon | 69% | Coming soon |
| DeepSearchQA | Coming soon | 84.9% | Coming soon |
| CyberGym | Coming soon | 59.0% | Coming soon |
| Finance Agent v2 | Coming soon | 57.2% | Coming soon |
| deepSwe | Coming soon | 53.3% | Coming soon |
| OSWorld 2.0 | Coming soon | 14.2% | Coming soon |
| JobBench | Coming soon | 54.7% | Coming soon |
| Cybench | Coming soon | 92.9% | Coming soon |
| ExploitGym | Coming soon | 0.8% | Coming soon |

### Coding

- Winner: Muse Spark 1.1
- Gemini 3.5 Flash-Lite public-lane score: 43.6 (Supported · #121/183)
- Muse Spark 1.1 public-lane score: 59.9 (Supported · #25/183)

| Benchmark | Gemini 3.5 Flash-Lite | Muse Spark 1.1 | Winner |
|-----------|-----------|-----------|--------|
| Terminal-Bench 2.0 | 54.0% | 80.0% | Muse Spark 1.1 |
| SWE-bench Pro | 54.2% | 61.5% | Muse Spark 1.1 |
| LiveCodeBench (Vals) | 79.0% | 85.9% | Muse Spark 1.1 |
| SWE-bench (Vals) | 75.0% | 82.0% | Muse Spark 1.1 |

### Multimodal & Grounded

- Winner: Coming soon
- Gemini 3.5 Flash-Lite public-lane score: 76.1 (#16/48)
- Muse Spark 1.1 public-lane score: 77.2 (Unranked · 2 rankable rows)

| Benchmark | Gemini 3.5 Flash-Lite | Muse Spark 1.1 | Winner |
|-----------|-----------|-----------|--------|
| CharXiv | Coming soon | 88.4% | Coming soon |
| BabyVision | Coming soon | 76.3% | Coming soon |

### Reasoning

- Winner: Coming soon
- Gemini 3.5 Flash-Lite public-lane score: 60.8 (Unranked · 3 rankable rows)
- Muse Spark 1.1 public-lane score: 78.5 (#4/22)

| Benchmark | Gemini 3.5 Flash-Lite | Muse Spark 1.1 | Winner |
|-----------|-----------|-----------|--------|
| MRCRv2 | 72.2% | Coming soon | Coming soon |
| MRCR 1M | Coming soon | 54.1% | Coming soon |

### Knowledge

- Winner: Muse Spark 1.1
- Gemini 3.5 Flash-Lite public-lane score: 53 (Supported · #71/181)
- Muse Spark 1.1 public-lane score: 71.5 (Supported · #11/181)

| Benchmark | Gemini 3.5 Flash-Lite | Muse Spark 1.1 | Winner |
|-----------|-----------|-----------|--------|
| GPQA Diamond (Vals) | 83.8% | 91.2% | Muse Spark 1.1 |
| MMLU-Pro (Vals) | 85.8% | 88.7% | Muse Spark 1.1 |
| HLE | Coming soon | 62.1% | Coming soon |
| HLE w/o tools | Coming soon | 52.2% | Coming soon |
| HealthBench Professional | Coming soon | 59.3% | Coming soon |

## FAQ

### Which is better overall, Gemini 3.5 Flash-Lite or Muse Spark 1.1?

Muse Spark 1.1 is ahead overall on BenchLM right now.

### Where is the biggest gap between Gemini 3.5 Flash-Lite and Muse Spark 1.1?

The widest category gap is in agentic, where the averages are 43.4 for Gemini 3.5 Flash-Lite and 62.7 for Muse Spark 1.1.

### How many benchmarks does Gemini 3.5 Flash-Lite cover on BenchLM?

Gemini 3.5 Flash-Lite currently has 10 sourced benchmark scores on BenchLM.

### How many benchmarks does Muse Spark 1.1 cover on BenchLM?

Muse Spark 1.1 currently has 26 sourced benchmark scores on BenchLM.

## Related Comparisons

- [Gemini 3.5 Flash-Lite vs Muse Spark 1.2](/compare/gemini-3-5-flash-lite-vs-muse-spark-1-2)
- [Muse Spark 1.1 vs Muse Spark 1.2](/compare/muse-spark-1-1-vs-muse-spark-1-2)
- [Gemini 3.5 Flash-Lite vs Muse Spark](/compare/gemini-3-5-flash-lite-vs-muse-spark)
- [Muse Spark 1.1 vs Muse Spark](/compare/muse-spark-vs-muse-spark-1-1)

## Explore More

- [Gemini 3.5 Flash-Lite profile](/models/gemini-3-5-flash-lite)
- [Muse Spark 1.1 profile](/models/muse-spark-1-1)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)