# LFM2.5-VL-1.6B-Extract vs Qwen3 235B 2507

> Side-by-side benchmark comparison for LFM2.5-VL-1.6B-Extract and Qwen3 235B 2507 across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/lfm2-5-vl-1-6b-extract-vs-qwen3-235b-2507
- Last updated: September 4, 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-VL-1.6B-Extract and Qwen3 235B 2507.

## Summary

- LFM2.5-VL-1.6B-Extract and Qwen3 235B 2507 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-VL-1.6B-Extract | Qwen3 235B 2507 |
|----------|----------|----------|
| Creator | LiquidAI | Alibaba |
| Type | Open Weight | Open Weight |
| Reasoning | Non-Reasoning | Non-Reasoning |
| Context | 128K | 128K |
| Independent public score (not head-to-head) | null | 55.46 |
| Benchmarks Covered | 3 | 4 |
| Pricing (input/output) | N/A | $0.00 / $0.00 |

## Category Breakdown

### Multimodal & Grounded

- Winner: Insufficient shared evidence
- LFM2.5-VL-1.6B-Extract public-lane score: 0 (#48/48)
- Qwen3 235B 2507 public-lane score: Coming soon

| Benchmark | LFM2.5-VL-1.6B-Extract | Qwen3 235B 2507 | Winner |
|-----------|-----------|-----------|--------|
| Liquid Extract JSON Validity | 99.6% | Coming soon | Coming soon |
| Liquid Extract F1 | 99.6% | Coming soon | Coming soon |
| Liquid Extract VLM Judge | 90.6% | Coming soon | Coming soon |

### Knowledge

- Winner: Insufficient shared evidence
- LFM2.5-VL-1.6B-Extract public-lane score: Coming soon
- Qwen3 235B 2507 public-lane score: 47.4 (Estimated · #105/181)

| Benchmark | LFM2.5-VL-1.6B-Extract | Qwen3 235B 2507 | Winner |
|-----------|-----------|-----------|--------|
| GPQA | Coming soon | 77.5% | Coming soon |
| SuperGPQA | Coming soon | 62.6% | Coming soon |
| MMLU-Pro | Coming soon | 83% | Coming soon |

### Multilingual

- Winner: Insufficient shared evidence
- LFM2.5-VL-1.6B-Extract public-lane score: Coming soon
- Qwen3 235B 2507 public-lane score: 1 (#12/12)

| Benchmark | LFM2.5-VL-1.6B-Extract | Qwen3 235B 2507 | Winner |
|-----------|-----------|-----------|--------|
| MMLU-ProX | Coming soon | 79.4% | Coming soon |

## FAQ

### Can I compare LFM2.5-VL-1.6B-Extract and Qwen3 235B 2507 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-VL-1.6B-Extract vs LFM2.5-VL-450M-Extract](/compare/lfm2-5-vl-1-6b-extract-vs-lfm2-5-vl-450m-extract)
- [Qwen3 235B 2507 vs LFM2.5-VL-450M-Extract](/compare/lfm2-5-vl-450m-extract-vs-qwen3-235b-2507)
- [LFM2.5-VL-1.6B-Extract vs Qwen3 235B 2507 (Reasoning)](/compare/lfm2-5-vl-1-6b-extract-vs-qwen3-235b-2507-reasoning)
- [Qwen3 235B 2507 vs Qwen3 235B 2507 (Reasoning)](/compare/qwen3-235b-2507-vs-qwen3-235b-2507-reasoning)

## Explore More

- [LFM2.5-VL-1.6B-Extract profile](/models/lfm2-5-vl-1-6b-extract)
- [Qwen3 235B 2507 profile](/models/qwen3-235b-2507)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)