# LFM2.5-Embedding-350M vs Magistral Small

> Side-by-side benchmark comparison for LFM2.5-Embedding-350M and Magistral Small across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/lfm2-5-embedding-350m-vs-magistral-small
- Last updated: October 14, 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 LFM2.5-Embedding-350M and Magistral Small.

## Summary

- LFM2.5-Embedding-350M and Magistral Small 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 | LFM2.5-Embedding-350M | Magistral Small |
|----------|----------|----------|
| Creator | LiquidAI | Mistral |
| Type | Open Weight | Open Weight |
| Reasoning | Non-Reasoning | Reasoning |
| Context | 32K | 128K |
| Independent public score (not head-to-head) | null | null |
| Benchmarks Covered | 2 | 6 |
| Pricing (input/output) | $0.00 / $0.00 | N/A |

## Category Breakdown

### Coding

- Winner: Insufficient shared evidence
- LFM2.5-Embedding-350M public-lane score: Coming soon
- Magistral Small public-lane score: Coming soon

| Benchmark | LFM2.5-Embedding-350M | Magistral Small | Winner |
|-----------|-----------|-----------|--------|
| LiveCodeBench v5 | Coming soon | 55.8% | Coming soon |
| LiveCodeBench v6 | Coming soon | 47.4% | Coming soon |

### Knowledge

- Winner: Insufficient shared evidence
- LFM2.5-Embedding-350M public-lane score: Coming soon
- Magistral Small public-lane score: Coming soon

| Benchmark | LFM2.5-Embedding-350M | Magistral Small | Winner |
|-----------|-----------|-----------|--------|
| GPQA | Coming soon | 68.2% | Coming soon |

### Multilingual

- Winner: Insufficient shared evidence
- LFM2.5-Embedding-350M public-lane score: Coming soon
- Magistral Small public-lane score: Coming soon

| Benchmark | LFM2.5-Embedding-350M | Magistral Small | Winner |
|-----------|-----------|-----------|--------|
| NanoBEIR Multilingual | 57.7% | Coming soon | Coming soon |
| MKQA-11 | 69.1% | Coming soon | Coming soon |

### Mathematics

- Winner: Insufficient shared evidence
- LFM2.5-Embedding-350M public-lane score: Coming soon
- Magistral Small public-lane score: Coming soon

| Benchmark | LFM2.5-Embedding-350M | Magistral Small | Winner |
|-----------|-----------|-----------|--------|
| AIME 2024 | Coming soon | 70.7% | Coming soon |
| AIME 2025 | Coming soon | 62.8% | Coming soon |
| MATH-500 | Coming soon | 95.9% | Coming soon |

## FAQ

### Can I compare LFM2.5-Embedding-350M and Magistral Small 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

- [LFM2.5-Embedding-350M vs LFM2.5-ColBERT-350M](/compare/lfm2-5-colbert-350m-vs-lfm2-5-embedding-350m)
- [Magistral Small vs LFM2.5-ColBERT-350M](/compare/lfm2-5-colbert-350m-vs-magistral-small)
- [LFM2.5-Embedding-350M vs Magistral Medium](/compare/lfm2-5-embedding-350m-vs-magistral-medium)
- [Magistral Small vs Magistral Medium](/compare/magistral-medium-vs-magistral-small)

## Explore More

- [LFM2.5-Embedding-350M profile](/models/lfm2-5-embedding-350m)
- [Magistral Small profile](/models/magistral-small)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)