# Holo3.1-9B vs LFM3-VL-2B

> Side-by-side benchmark comparison for Holo3.1-9B and LFM3-VL-2B across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/holo3-1-9b-vs-lfm3-vl-2b
- 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 Holo3.1-9B and LFM3-VL-2B.

## Summary

- Holo3.1-9B and LFM3-VL-2B 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 | Holo3.1-9B | LFM3-VL-2B |
|----------|----------|----------|
| Creator | H Company | LiquidAI |
| Type | Open Weight | Open Weight |
| Reasoning | Non-Reasoning | Reasoning |
| Context | 262K | 128K |
| Independent public score (not head-to-head) | null | null |
| Benchmarks Covered | 1 | 20 |
| Pricing (input/output) | $0.00 / $0.00 | $0.00 / $0.00 |

## Category Breakdown

### Agentic

- Winner: Insufficient shared evidence
- Holo3.1-9B public-lane score: Coming soon
- LFM3-VL-2B public-lane score: Coming soon

| Benchmark | Holo3.1-9B | LFM3-VL-2B | Winner |
|-----------|-----------|-----------|--------|
| AndroidWorld | 71.0% | Coming soon | Coming soon |

### Multimodal & Grounded

- Winner: Insufficient shared evidence
- Holo3.1-9B public-lane score: Coming soon
- LFM3-VL-2B public-lane score: 19.6 (Unranked · 19 rankable rows)

| Benchmark | Holo3.1-9B | LFM3-VL-2B | Winner |
|-----------|-----------|-----------|--------|
| RealWorldQA | Coming soon | 79.3% | Coming soon |
| SimpleVQA | Coming soon | 36.3% | Coming soon |
| CountBench | Coming soon | 93.0% | Coming soon |
| MMMU | Coming soon | 55.7% | Coming soon |
| MMMU-Pro | Coming soon | 45.7% | Coming soon |
| OCRBench V2 | Coming soon | 63.5% | Coming soon |
| RefCOCO (avg) | Coming soon | 90.5% | Coming soon |
| V* | Coming soon | 86.4% | Coming soon |
| CharXiv w/o tools | Coming soon | 70.2% | Coming soon |
| MathVision | Coming soon | 51.6% | Coming soon |
| DynaMath | Coming soon | 79.2% | Coming soon |
| We-Math | Coming soon | 68.6% | Coming soon |
| ERQA | Coming soon | 48.2% | Coming soon |
| ScreenSpot Pro | Coming soon | 55.5% | Coming soon |
| LVBench | Coming soon | 41.2% | Coming soon |
| MLVU (M-Avg) | Coming soon | 71.3% | Coming soon |
| MMVU | Coming soon | 52.9% | Coming soon |
| Video-MME (w/o subtitle) | Coming soon | 62.8% | Coming soon |
| Video-MME (with subtitle) | Coming soon | 69.0% | Coming soon |
| VideoMMMU | Coming soon | 49.6% | Coming soon |

## FAQ

### Can I compare Holo3.1-9B and LFM3-VL-2B 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

- [Holo3.1-9B vs Holo3.1-35B-A3B](/compare/holo3-1-35b-a3b-vs-holo3-1-9b)
- [LFM3-VL-2B vs Holo3.1-35B-A3B](/compare/holo3-1-35b-a3b-vs-lfm3-vl-2b)
- [Holo3.1-9B vs Holo3.1-4B](/compare/holo3-1-4b-vs-holo3-1-9b)
- [LFM3-VL-2B vs Holo3.1-4B](/compare/holo3-1-4b-vs-lfm3-vl-2b)

## Explore More

- [Holo3.1-9B profile](/models/holo3-1-9b)
- [LFM3-VL-2B profile](/models/lfm3-vl-2b)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)