# LFM2.5-Embedding-350M vs o1-preview

> Side-by-side benchmark comparison for LFM2.5-Embedding-350M and o1-preview across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/lfm2-5-embedding-350m-vs-o1-preview
- Last updated: September 15, 2026

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

## Quick Verdict

No benchmark verdict yet: there is no shared sourced benchmark row for LFM2.5-Embedding-350M and o1-preview.

## Summary

- LFM2.5-Embedding-350M and o1-preview 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 | o1-preview |
|----------|----------|----------|
| Creator | LiquidAI | OpenAI |
| Type | Open Weight | Proprietary |
| Reasoning | Non-Reasoning | Reasoning |
| Context | 32K | 200K |
| Independent public score (not head-to-head) | null | 46.2 |
| Benchmarks Covered | 2 | 0 |
| Pricing (input/output) | $0.00 / $0.00 | $15.00 / $60.00 |

## Category Breakdown

### Coding

- Winner: Insufficient shared evidence
- LFM2.5-Embedding-350M public-lane score: Coming soon
- o1-preview public-lane score: 44.1 (Estimated · #97/152)

### Knowledge

- Winner: Insufficient shared evidence
- LFM2.5-Embedding-350M public-lane score: Coming soon
- o1-preview public-lane score: 45 (Estimated · #110/183)

### Multilingual

- Winner: Insufficient shared evidence
- LFM2.5-Embedding-350M public-lane score: Coming soon
- o1-preview public-lane score: Coming soon

| Benchmark | LFM2.5-Embedding-350M | o1-preview | Winner |
|-----------|-----------|-----------|--------|
| NanoBEIR Multilingual | 57.7% | Coming soon | Coming soon |
| MKQA-11 | 69.1% | Coming soon | Coming soon |

## FAQ

### Can I compare LFM2.5-Embedding-350M and o1-preview 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)
- [o1-preview vs LFM2.5-ColBERT-350M](/compare/lfm2-5-colbert-350m-vs-o1-preview)
- [LFM2.5-Embedding-350M vs o1](/compare/lfm2-5-embedding-350m-vs-o1)
- [o1-preview vs o1](/compare/o1-vs-o1-preview)

## Explore More

- [LFM2.5-Embedding-350M profile](/models/lfm2-5-embedding-350m)
- [o1-preview profile](/models/o1-preview)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)