# Gemma 4 E2B vs Qwen3 235B 2507

> Side-by-side benchmark comparison for Gemma 4 E2B and Qwen3 235B 2507 across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/gemma-4-e2b-vs-qwen3-235b-2507
- Last updated: October 17, 2026

- Shared sourced benchmarks: 3
- HTML indexing: indexable
- Ranking lane: BenchAlign v5.8

## Quick Verdict

Evidence is too thin for a benchmark verdict: Gemma 4 E2B and Qwen3 235B 2507 share only 3 sourced benchmark rows.

## Summary

- Only 3 shared sourced benchmark rows are available. That is not enough for a broad capability verdict, so this mirror does not name an overall winner.

## Model Snapshot

| Property | Gemma 4 E2B | Qwen3 235B 2507 |
|----------|----------|----------|
| Creator | Google | Alibaba |
| Type | Open Weight | Open Weight |
| Reasoning | Reasoning | Non-Reasoning |
| Context | 128K | 128K |
| Independent public score (not head-to-head) | 29.94 | null |
| Benchmarks Covered | 5 | 8 |
| Pricing (input/output) | $0.00 / $0.00 | $0.00 / $0.00 |

## Category Breakdown

### Coding

- Winner: Insufficient shared evidence
- Gemma 4 E2B public-lane score: 10.9 (Estimated · #140/150)
- Qwen3 235B 2507 public-lane score: Coming soon

| Benchmark | Gemma 4 E2B | Qwen3 235B 2507 | Winner |
|-----------|-----------|-----------|--------|
| LiveCodeBench v6 | 44.0% | 51.8% | Qwen3 235B 2507 |

### Reasoning

- Winner: Insufficient shared evidence
- Gemma 4 E2B public-lane score: 23.7 (Unranked · 3 rankable rows)
- Qwen3 235B 2507 public-lane score: Coming soon

| Benchmark | Gemma 4 E2B | Qwen3 235B 2507 | Winner |
|-----------|-----------|-----------|--------|
| MRCRv2 | 19.1% | Coming soon | Coming soon |

### Multimodal & Grounded

- Winner: Insufficient shared evidence
- Gemma 4 E2B public-lane score: 13.4 (#53/54)
- Qwen3 235B 2507 public-lane score: Coming soon

| Benchmark | Gemma 4 E2B | Qwen3 235B 2507 | Winner |
|-----------|-----------|-----------|--------|
| MMMU-Pro | 44.2% | Coming soon | Coming soon |

### Knowledge

- Winner: Insufficient shared evidence
- Gemma 4 E2B public-lane score: 23.3 (Estimated · #177/184)
- Qwen3 235B 2507 public-lane score: Coming soon

| Benchmark | Gemma 4 E2B | Qwen3 235B 2507 | Winner |
|-----------|-----------|-----------|--------|
| GPQA | 43.4% | 77.5% | Qwen3 235B 2507 |
| MMLU-Pro | 60% | 83% | Qwen3 235B 2507 |
| SuperGPQA | Coming soon | 62.6% | Coming soon |
| SimpleQA | Coming soon | 54.3% | Coming soon |

### Multilingual

- Winner: Insufficient shared evidence
- Gemma 4 E2B public-lane score: Coming soon
- Qwen3 235B 2507 public-lane score: 79.5 (#13/17)

| Benchmark | Gemma 4 E2B | Qwen3 235B 2507 | Winner |
|-----------|-----------|-----------|--------|
| MMLU-ProX | Coming soon | 79.4% | Coming soon |

### Instruction Following

- Winner: Insufficient shared evidence
- Gemma 4 E2B public-lane score: 43.8 (#110/148)
- Qwen3 235B 2507 public-lane score: Coming soon

| Benchmark | Gemma 4 E2B | Qwen3 235B 2507 | Winner |
|-----------|-----------|-----------|--------|
| IFEval | Coming soon | 88.7% | Coming soon |

### Mathematics

- Winner: Insufficient shared evidence
- Gemma 4 E2B public-lane score: Coming soon
- Qwen3 235B 2507 public-lane score: Coming soon

| Benchmark | Gemma 4 E2B | Qwen3 235B 2507 | Winner |
|-----------|-----------|-----------|--------|
| AIME 2025 | Coming soon | 70.3% | Coming soon |

## FAQ

### Is there enough evidence to pick between Gemma 4 E2B and Qwen3 235B 2507?

Not yet. The models share only 3 sourced benchmark rows, 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

- [Gemma 4 E2B vs Gemma 4 26B A4B](/compare/gemma-4-26b-a4b-vs-gemma-4-e2b)
- [Qwen3 235B 2507 vs Gemma 4 26B A4B](/compare/gemma-4-26b-a4b-vs-qwen3-235b-2507)
- [Gemma 4 E2B vs Gemma 4 31B](/compare/gemma-4-31b-vs-gemma-4-e2b)
- [Qwen3 235B 2507 vs Gemma 4 31B](/compare/gemma-4-31b-vs-qwen3-235b-2507)

## Explore More

- [Gemma 4 E2B profile](/models/gemma-4-e2b)
- [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)