# Gemma 4 E2B vs LFM2.5-VL-3B

> Side-by-side benchmark comparison for Gemma 4 E2B and LFM2.5-VL-3B across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/gemma-4-e2b-vs-lfm2-5-vl-3b
- Last updated: September 10, 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 Gemma 4 E2B and LFM2.5-VL-3B.

## Summary

- Gemma 4 E2B and LFM2.5-VL-3B 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 | Gemma 4 E2B | LFM2.5-VL-3B |
|----------|----------|----------|
| Creator | Google | LiquidAI |
| Type | Open Weight | Open Weight |
| Reasoning | Reasoning | Non-Reasoning |
| Context | 128K | 32K |
| Independent public score (not head-to-head) | 39.27 | null |
| Benchmarks Covered | 2 | 10 |
| Pricing (input/output) | $0.00 / $0.00 | $0.00 / $0.00 |

## Category Breakdown

### Agentic

- Winner: Insufficient shared evidence
- Gemma 4 E2B public-lane score: 42.9 (Estimated · #103/152)
- LFM2.5-VL-3B public-lane score: Coming soon

| Benchmark | Gemma 4 E2B | LFM2.5-VL-3B | Winner |
|-----------|-----------|-----------|--------|
| BFCL v4 | Coming soon | 32.5% | Coming soon |

### Coding

- Winner: Insufficient shared evidence
- Gemma 4 E2B public-lane score: 38.6 (Estimated · #122/151)
- LFM2.5-VL-3B public-lane score: Coming soon

### Multimodal & Grounded

- Winner: Insufficient shared evidence
- Gemma 4 E2B public-lane score: 25.8 (Unranked · 1 rankable row)
- LFM2.5-VL-3B public-lane score: Coming soon

| Benchmark | Gemma 4 E2B | LFM2.5-VL-3B | Winner |
|-----------|-----------|-----------|--------|
| RealWorldQA | Coming soon | 73.1% | Coming soon |
| SimpleVQA | Coming soon | 35.4% | Coming soon |
| CountBench | Coming soon | 87.3% | Coming soon |
| MMMU | Coming soon | 48.4% | Coming soon |
| MMMU-Pro | Coming soon | 30.5% | Coming soon |
| OCRBench V2 | Coming soon | 47.5% | Coming soon |
| RefCOCO (avg) | Coming soon | 87.9% | Coming soon |

### Reasoning

- Winner: Insufficient shared evidence
- Gemma 4 E2B public-lane score: 32.2 (Unranked · 2 rankable rows)
- LFM2.5-VL-3B public-lane score: Coming soon

### Knowledge

- Winner: Insufficient shared evidence
- Gemma 4 E2B public-lane score: 36.4 (Estimated · #151/183)
- LFM2.5-VL-3B public-lane score: Coming soon

| Benchmark | Gemma 4 E2B | LFM2.5-VL-3B | Winner |
|-----------|-----------|-----------|--------|
| GPQA | 43.4% | Coming soon | Coming soon |
| MMLU-Pro | 60% | Coming soon | Coming soon |

### Instruction Following

- Winner: Insufficient shared evidence
- Gemma 4 E2B public-lane score: 44 (#97/123)
- LFM2.5-VL-3B public-lane score: Coming soon

| Benchmark | Gemma 4 E2B | LFM2.5-VL-3B | Winner |
|-----------|-----------|-----------|--------|
| IFEval | Coming soon | 82.3% | Coming soon |
| IFBench | Coming soon | 25.8% | Coming soon |

## FAQ

### Can I compare Gemma 4 E2B and LFM2.5-VL-3B 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

- [Gemma 4 E2B vs Gemma 4 26B A4B](/compare/gemma-4-26b-a4b-vs-gemma-4-e2b)
- [LFM2.5-VL-3B vs Gemma 4 26B A4B](/compare/gemma-4-26b-a4b-vs-lfm2-5-vl-3b)
- [Gemma 4 E2B vs Gemma 4 31B](/compare/gemma-4-31b-vs-gemma-4-e2b)
- [LFM2.5-VL-3B vs Gemma 4 31B](/compare/gemma-4-31b-vs-lfm2-5-vl-3b)

## Explore More

- [Gemma 4 E2B profile](/models/gemma-4-e2b)
- [LFM2.5-VL-3B profile](/models/lfm2-5-vl-3b)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)