# Hy3 Preview vs LFM2.5-ColBERT-350M

> Side-by-side benchmark comparison for Hy3 Preview and LFM2.5-ColBERT-350M across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/hy3-preview-vs-lfm2-5-colbert-350m
- 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 Hy3 Preview and LFM2.5-ColBERT-350M.

## Summary

- Hy3 Preview and LFM2.5-ColBERT-350M 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 | Hy3 Preview | LFM2.5-ColBERT-350M |
|----------|----------|----------|
| Creator | Tencent | LiquidAI |
| Type | Open Weight | Open Weight |
| Reasoning | Reasoning | Non-Reasoning |
| Context | 256K | 32K |
| Independent public score (not head-to-head) | 55.49 | null |
| Benchmarks Covered | 6 | 2 |
| Pricing (input/output) | $0.00 / $0.00 | $0.00 / $0.00 |

## Category Breakdown

### Agentic

- Winner: Insufficient shared evidence
- Hy3 Preview public-lane score: 47.9 (Estimated · #70/153)
- LFM2.5-ColBERT-350M public-lane score: Coming soon

| Benchmark | Hy3 Preview | LFM2.5-ColBERT-350M | Winner |
|-----------|-----------|-----------|--------|
| Terminal-Bench 2.0 | 54.4% | Coming soon | Coming soon |
| Gert Labs | 36.91% | Coming soon | Coming soon |

### Coding

- Winner: Insufficient shared evidence
- Hy3 Preview public-lane score: 44.4 (Estimated · #94/152)
- LFM2.5-ColBERT-350M public-lane score: Coming soon

| Benchmark | Hy3 Preview | LFM2.5-ColBERT-350M | Winner |
|-----------|-----------|-----------|--------|
| SWE-bench Verified | 74.4% | Coming soon | Coming soon |
| Terminal-Bench 2.0 | 54.4% | Coming soon | Coming soon |

### Knowledge

- Winner: Insufficient shared evidence
- Hy3 Preview public-lane score: 49 (Estimated · #87/183)
- LFM2.5-ColBERT-350M public-lane score: Coming soon

| Benchmark | Hy3 Preview | LFM2.5-ColBERT-350M | Winner |
|-----------|-----------|-----------|--------|
| GPQA | 87.2% | Coming soon | Coming soon |
| GPQA-D | 87.2% | Coming soon | Coming soon |

### Instruction Following

- Winner: Insufficient shared evidence
- Hy3 Preview public-lane score: 54.8 (#76/123)
- LFM2.5-ColBERT-350M public-lane score: Coming soon

### Multilingual

- Winner: Insufficient shared evidence
- Hy3 Preview public-lane score: Coming soon
- LFM2.5-ColBERT-350M public-lane score: Coming soon

| Benchmark | Hy3 Preview | LFM2.5-ColBERT-350M | Winner |
|-----------|-----------|-----------|--------|
| NanoBEIR Multilingual | Coming soon | 60.5% | Coming soon |
| MKQA-11 | Coming soon | 69.4% | Coming soon |

## FAQ

### Can I compare Hy3 Preview and LFM2.5-ColBERT-350M 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

- [Hy3 Preview vs Hy3](/compare/hy3-vs-hy3-preview)
- [LFM2.5-ColBERT-350M vs Hy3](/compare/hy3-vs-lfm2-5-colbert-350m)
- [Hy3 Preview vs LFM2.5-Embedding-350M](/compare/hy3-preview-vs-lfm2-5-embedding-350m)
- [LFM2.5-ColBERT-350M vs LFM2.5-Embedding-350M](/compare/lfm2-5-colbert-350m-vs-lfm2-5-embedding-350m)

## Explore More

- [Hy3 Preview profile](/models/hy3-preview)
- [LFM2.5-ColBERT-350M profile](/models/lfm2-5-colbert-350m)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)