# LFM2.5-VL-3B vs Qwen3 32B

> Side-by-side benchmark comparison for LFM2.5-VL-3B and Qwen3 32B across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/lfm2-5-vl-3b-vs-qwen3-32b
- Last updated: October 14, 2026

- Shared sourced benchmarks: 1
- HTML indexing: indexable
- Ranking lane: BenchAlign v5.8

## Quick Verdict

Evidence is too thin for a benchmark verdict: LFM2.5-VL-3B and Qwen3 32B share only 1 sourced benchmark row.

## Summary

- Only 1 shared sourced benchmark row is available. That is not enough for a broad capability verdict, so this mirror does not name an overall winner.
- Qwen3 32B has the larger published context window at 128K.

## Model Snapshot

| Property | LFM2.5-VL-3B | Qwen3 32B |
|----------|----------|----------|
| Creator | LiquidAI | Alibaba |
| Type | Open Weight | Open Weight |
| Reasoning | Non-Reasoning | Non-Reasoning |
| Context | 32K | 128K |
| Independent public score (not head-to-head) | null | null |
| Benchmarks Covered | 10 | 11 |
| Pricing (input/output) | $0.00 / $0.00 | N/A |

## Category Breakdown

### Agentic

- Winner: Insufficient shared evidence
- LFM2.5-VL-3B public-lane score: Coming soon
- Qwen3 32B public-lane score: Coming soon

| Benchmark | LFM2.5-VL-3B | Qwen3 32B | Winner |
|-----------|-----------|-----------|--------|
| BFCL v4 | 32.5% | Coming soon | Coming soon |
| BFCL v3 | Coming soon | 63.0% | Coming soon |

### Coding

- Winner: Insufficient shared evidence
- LFM2.5-VL-3B public-lane score: Coming soon
- Qwen3 32B public-lane score: Coming soon

| Benchmark | LFM2.5-VL-3B | Qwen3 32B | Winner |
|-----------|-----------|-----------|--------|
| LiveCodeBench v5 | Coming soon | 31.3% | Coming soon |

### Multimodal & Grounded

- Winner: Insufficient shared evidence
- LFM2.5-VL-3B public-lane score: Coming soon
- Qwen3 32B public-lane score: Coming soon

| Benchmark | LFM2.5-VL-3B | Qwen3 32B | Winner |
|-----------|-----------|-----------|--------|
| RealWorldQA | 73.1% | Coming soon | Coming soon |
| SimpleVQA | 35.4% | Coming soon | Coming soon |
| CountBench | 87.3% | Coming soon | Coming soon |
| MMMU | 48.4% | Coming soon | Coming soon |
| MMMU-Pro | 30.5% | Coming soon | Coming soon |
| OCRBench V2 | 47.5% | Coming soon | Coming soon |
| RefCOCO (avg) | 87.9% | Coming soon | Coming soon |

### Knowledge

- Winner: Insufficient shared evidence
- LFM2.5-VL-3B public-lane score: Coming soon
- Qwen3 32B public-lane score: Coming soon

| Benchmark | LFM2.5-VL-3B | Qwen3 32B | Winner |
|-----------|-----------|-----------|--------|
| MMLU-Redux | Coming soon | 85.7% | Coming soon |
| GPQA | Coming soon | 54.6% | Coming soon |
| C-Eval | Coming soon | 83.3% | Coming soon |
| MMMLU | Coming soon | 76.5% | Coming soon |

### Multilingual

- Winner: Insufficient shared evidence
- LFM2.5-VL-3B public-lane score: Coming soon
- Qwen3 32B public-lane score: Coming soon

| Benchmark | LFM2.5-VL-3B | Qwen3 32B | Winner |
|-----------|-----------|-----------|--------|
| INCLUDE | Coming soon | 70.9% | Coming soon |

### Instruction Following

- Winner: Insufficient shared evidence
- LFM2.5-VL-3B public-lane score: Coming soon
- Qwen3 32B public-lane score: Coming soon

| Benchmark | LFM2.5-VL-3B | Qwen3 32B | Winner |
|-----------|-----------|-----------|--------|
| IFEval | 82.3% | 83.2% | Qwen3 32B |
| IFBench | 25.8% | Coming soon | Coming soon |

### Mathematics

- Winner: Insufficient shared evidence
- LFM2.5-VL-3B public-lane score: Coming soon
- Qwen3 32B public-lane score: Coming soon

| Benchmark | LFM2.5-VL-3B | Qwen3 32B | Winner |
|-----------|-----------|-----------|--------|
| MATH-500 | Coming soon | 88.6% | Coming soon |
| AIME 2024 | Coming soon | 31% | Coming soon |
| AIME 2025 | Coming soon | 20.2% | Coming soon |

## FAQ

### Is there enough evidence to pick between LFM2.5-VL-3B and Qwen3 32B?

Not yet. The models share only 1 sourced benchmark row, so this mirror reports the available measurements and metadata without naming a broad winner.

### What can I compare safely on this page?

Published pricing, context windows, model type, and individual shared benchmark rows are directly comparable. Independent overall scores and non-overlapping benchmark coverage are labeled separately and should not be read as a controlled head-to-head result.

## Related Comparisons

- [LFM2.5-VL-3B vs Qwen3 32B (Reasoning)](/compare/lfm2-5-vl-3b-vs-qwen3-32b-reasoning)
- [Qwen3 32B vs Qwen3 32B (Reasoning)](/compare/qwen3-32b-vs-qwen3-32b-reasoning)
- [LFM2.5-VL-3B vs Claude Opus 5.5](/compare/claude-opus-5-5-vs-lfm2-5-vl-3b)
- [Qwen3 32B vs Claude Opus 5.5](/compare/claude-opus-5-5-vs-qwen3-32b)

## Explore More

- [LFM2.5-VL-3B profile](/models/lfm2-5-vl-3b)
- [Qwen3 32B profile](/models/qwen3-32b)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)