# LFM3-Omni-2B vs Muse Spark Open

> Side-by-side benchmark comparison for LFM3-Omni-2B and Muse Spark Open across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/lfm3-omni-2b-vs-muse-spark-open
- Last updated: October 27, 2026

- Shared sourced benchmarks: 0
- HTML indexing: indexable
- Ranking lane: BenchAlign v5.8

## Quick Verdict

No benchmark verdict yet: there is no shared sourced benchmark row for LFM3-Omni-2B and Muse Spark Open.

## Summary

- LFM3-Omni-2B and Muse Spark Open do not currently share a sourced benchmark row. The mirror therefore compares metadata, pricing, context windows, and each model's separately reported coverage without naming a benchmark winner.

## Model Snapshot

| Property | LFM3-Omni-2B | Muse Spark Open |
|----------|----------|----------|
| Creator | LiquidAI | Meta |
| Type | Open Weight | Open Weight |
| Reasoning | Non-Reasoning | Reasoning |
| Context | 32K | 1M |
| Independent public score (not head-to-head) | null | 63.01 |
| Benchmarks Covered | 0 | 8 |
| Pricing (input/output) | Pricing unavailable / Pricing unavailable | Pricing unavailable / Pricing unavailable |

## Category Breakdown

### Agentic

- Winner: Insufficient shared evidence
- LFM3-Omni-2B public-lane score: Coming soon
- Muse Spark Open public-lane score: 60.4 (Estimated · #31/134)

| Benchmark | LFM3-Omni-2B | Muse Spark Open | Winner |
|-----------|-----------|-----------|--------|
| JobBench | Coming soon | 61.8% | Coming soon |
| MCP Atlas | Coming soon | 89.2% | Coming soon |
| HLE w/ tools | Coming soon | 61.0% | Coming soon |
| Toolathlon-Verified | Coming soon | 72.8% | Coming soon |
| MazeBench | Coming soon | 0% | Coming soon |

### Coding

- Winner: Insufficient shared evidence
- LFM3-Omni-2B public-lane score: Coming soon
- Muse Spark Open public-lane score: 56.3 (Supported · #30/155)

### Reasoning

- Winner: Insufficient shared evidence
- LFM3-Omni-2B public-lane score: Coming soon
- Muse Spark Open public-lane score: 78.8 (Unranked · 2 rankable rows)

### Multimodal & Grounded

- Winner: Insufficient shared evidence
- LFM3-Omni-2B public-lane score: Coming soon
- Muse Spark Open public-lane score: 84.6 (Unranked · 4 rankable rows)

| Benchmark | LFM3-Omni-2B | Muse Spark Open | Winner |
|-----------|-----------|-----------|--------|
| ZeroBench | Coming soon | 50.0% | Coming soon |
| BabyVision | Coming soon | 80.2% | Coming soon |
| SimpleVQA | Coming soon | 73.6% | Coming soon |

### Knowledge

- Winner: Insufficient shared evidence
- LFM3-Omni-2B public-lane score: Coming soon
- Muse Spark Open public-lane score: 64.4 (Supported · #39/189)

## FAQ

### Can I compare LFM3-Omni-2B and Muse Spark Open on BenchLM yet?

Not fully yet. BenchLM is tracking both models, but sourced benchmark coverage is still incomplete for a fair score-level comparison.

### Why does this page show "coming soon" values?

BenchLM only calls winners when public benchmark coverage is available on both sides of the comparison.

## Related Comparisons

- [LFM3-Omni-2B vs LFM3-1.7B](/compare/lfm3-1-7b-vs-lfm3-omni-2b)
- [Muse Spark Open vs LFM3-1.7B](/compare/lfm3-1-7b-vs-muse-spark-open)
- [LFM3-Omni-2B vs LFM3-1.7B-Base](/compare/lfm3-1-7b-base-vs-lfm3-omni-2b)
- [Muse Spark Open vs LFM3-1.7B-Base](/compare/lfm3-1-7b-base-vs-muse-spark-open)

## Explore More

- [LFM3-Omni-2B profile](/models/lfm3-omni-2b)
- [Muse Spark Open profile](/models/muse-spark-open)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)