# Gemini 3 Pro vs LFM2.5-VL-1.6B-Extract

> Side-by-side benchmark comparison for Gemini 3 Pro and LFM2.5-VL-1.6B-Extract across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/gemini-3-pro-vs-lfm2-5-vl-1-6b-extract
- 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 Gemini 3 Pro and LFM2.5-VL-1.6B-Extract.

## Summary

- Gemini 3 Pro and LFM2.5-VL-1.6B-Extract 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 | Gemini 3 Pro | LFM2.5-VL-1.6B-Extract |
|----------|----------|----------|
| Creator | Google | LiquidAI |
| Type | Proprietary | Open Weight |
| Reasoning | Non-Reasoning | Non-Reasoning |
| Context | 2M | 128K |
| Independent public score (not head-to-head) | 67.23 | null |
| Benchmarks Covered | 12 | 3 |
| Pricing (input/output) | $2.00 / $12.00 | N/A |

## Category Breakdown

### Agentic

- Winner: Insufficient shared evidence
- Gemini 3 Pro public-lane score: 59.7 (Estimated · #30/151)
- LFM2.5-VL-1.6B-Extract public-lane score: Coming soon

| Benchmark | Gemini 3 Pro | LFM2.5-VL-1.6B-Extract | Winner |
|-----------|-----------|-----------|--------|
| Gert Labs | 63.23% | Coming soon | Coming soon |
| JobBench | 11.4% | Coming soon | Coming soon |

### Coding

- Winner: Insufficient shared evidence
- Gemini 3 Pro public-lane score: 60.9 (Estimated · #21/183)
- LFM2.5-VL-1.6B-Extract public-lane score: Coming soon

| Benchmark | Gemini 3 Pro | LFM2.5-VL-1.6B-Extract | Winner |
|-----------|-----------|-----------|--------|
| Vibe Code Bench | 14.30% | Coming soon | Coming soon |

### Multimodal & Grounded

- Winner: Insufficient shared evidence
- Gemini 3 Pro public-lane score: 74.2 (#17/48)
- LFM2.5-VL-1.6B-Extract public-lane score: 0 (#48/48)

| Benchmark | Gemini 3 Pro | LFM2.5-VL-1.6B-Extract | Winner |
|-----------|-----------|-----------|--------|
| MMMU-Pro | 81% | Coming soon | Coming soon |
| MathVision | 86.6% | Coming soon | Coming soon |
| VideoMMMU | 87.6% | Coming soon | Coming soon |
| ScreenSpot Pro | 72.7% | Coming soon | Coming soon |
| CharXiv | 81.4% | Coming soon | Coming soon |
| V* | 88.0% | Coming soon | Coming soon |
| Liquid Extract JSON Validity | Coming soon | 99.6% | Coming soon |
| Liquid Extract F1 | Coming soon | 99.6% | Coming soon |
| Liquid Extract VLM Judge | Coming soon | 90.6% | Coming soon |

### Reasoning

- Winner: Insufficient shared evidence
- Gemini 3 Pro public-lane score: 36.8 (Unranked · 3 rankable rows)
- LFM2.5-VL-1.6B-Extract public-lane score: Coming soon

| Benchmark | Gemini 3 Pro | LFM2.5-VL-1.6B-Extract | Winner |
|-----------|-----------|-----------|--------|
| ARC-AGI-2 | 31.1% | Coming soon | Coming soon |

### Knowledge

- Winner: Insufficient shared evidence
- Gemini 3 Pro public-lane score: 65.3 (Estimated · #25/181)
- LFM2.5-VL-1.6B-Extract public-lane score: Coming soon

### Instruction Following

- Winner: Insufficient shared evidence
- Gemini 3 Pro public-lane score: 85.8 (#38/120)
- LFM2.5-VL-1.6B-Extract public-lane score: Coming soon

### Mathematics

- Winner: Insufficient shared evidence
- Gemini 3 Pro public-lane score: 55.4 (Unranked · 2 rankable rows)
- LFM2.5-VL-1.6B-Extract public-lane score: Coming soon

| Benchmark | Gemini 3 Pro | LFM2.5-VL-1.6B-Extract | Winner |
|-----------|-----------|-----------|--------|
| FrontierMath v2 (Tiers 1-3) | 37.600% | Coming soon | Coming soon |
| FrontierMath v2 (Tier 4) | 18.750% | Coming soon | Coming soon |

## FAQ

### Can I compare Gemini 3 Pro and LFM2.5-VL-1.6B-Extract 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

- [Gemini 3 Pro vs Gemini 3 Pro Deep Think](/compare/gemini-3-pro-vs-gemini-3-pro-deep-think)
- [LFM2.5-VL-1.6B-Extract vs Gemini 3 Pro Deep Think](/compare/gemini-3-pro-deep-think-vs-lfm2-5-vl-1-6b-extract)
- [Gemini 3 Pro vs LFM2.5-VL-450M-Extract](/compare/gemini-3-pro-vs-lfm2-5-vl-450m-extract)
- [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)

## Explore More

- [Gemini 3 Pro profile](/models/gemini-3-pro)
- [LFM2.5-VL-1.6B-Extract profile](/models/lfm2-5-vl-1-6b-extract)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)