# DeepSeek V3.2 vs Gemma 4 31B

> Side-by-side benchmark comparison for DeepSeek V3.2 and Gemma 4 31B across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/deepseek-v3-2-vs-gemma-4-31b
- Last updated: October 19, 2026

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

## Quick Verdict

Evidence is too thin for a benchmark verdict: DeepSeek V3.2 and Gemma 4 31B 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.
- Gemma 4 31B has the lower published output-token price.
- Gemma 4 31B has the larger published context window at 256K.

## Model Snapshot

| Property | DeepSeek V3.2 | Gemma 4 31B |
|----------|----------|----------|
| Creator | DeepSeek | Google |
| Type | Open Weight | Open Weight |
| Reasoning | Non-Reasoning | Reasoning |
| Context | 128K | 256K |
| Independent public score (not head-to-head) | 50.17 | 39.86 |
| Benchmarks Covered | 5 | 10 |
| Pricing (input/output) | $0.28 / $0.42 | $0.00 / $0.00 |

## Category Breakdown

### Agentic

- Winner: Insufficient shared evidence
- DeepSeek V3.2 public-lane score: Coming soon
- Gemma 4 31B public-lane score: 20.1 (Estimated · #110/130)

| Benchmark | DeepSeek V3.2 | Gemma 4 31B | Winner |
|-----------|-----------|-----------|--------|
| Claw-Eval | 40.2% | Coming soon | Coming soon |
| VITA-Bench | 18.5% | Coming soon | Coming soon |
| Gert Labs | 29.57% | 35.26% | Gemma 4 31B |

### Coding

- Winner: Insufficient shared evidence
- DeepSeek V3.2 public-lane score: 28.5 (Estimated · #100/151)
- Gemma 4 31B public-lane score: 31.7 (Supported · #90/151)

| Benchmark | DeepSeek V3.2 | Gemma 4 31B | Winner |
|-----------|-----------|-----------|--------|
| SWE-Rebench | 60.9% | 41.6% | DeepSeek V3.2 |
| React Native Evals | 71.5% | 75.2% | Gemma 4 31B |
| LiveCodeBench v6 | Coming soon | 80.0% | Coming soon |

### Reasoning

- Winner: Insufficient shared evidence
- DeepSeek V3.2 public-lane score: 57.2 (Unranked · 2 rankable rows)
- Gemma 4 31B public-lane score: 66.6 (Unranked · 3 rankable rows)

| Benchmark | DeepSeek V3.2 | Gemma 4 31B | Winner |
|-----------|-----------|-----------|--------|
| MRCRv2 | Coming soon | 66.4% | Coming soon |

### Multimodal & Grounded

- Winner: Insufficient shared evidence
- DeepSeek V3.2 public-lane score: Coming soon
- Gemma 4 31B public-lane score: 74.3 (#26/55)

| Benchmark | DeepSeek V3.2 | Gemma 4 31B | Winner |
|-----------|-----------|-----------|--------|
| MMMU-Pro | Coming soon | 76.9% | Coming soon |

### Knowledge

- Winner: Insufficient shared evidence
- DeepSeek V3.2 public-lane score: 42.1 (Estimated · #111/186)
- Gemma 4 31B public-lane score: 40.9 (Supported · #116/186)

| Benchmark | DeepSeek V3.2 | Gemma 4 31B | Winner |
|-----------|-----------|-----------|--------|
| GPQA | Coming soon | 84.3% | Coming soon |
| MMLU-Pro | Coming soon | 85.2% | Coming soon |
| HLE | Coming soon | 26.5% | Coming soon |
| HLE w/o tools | Coming soon | 19.5% | Coming soon |

### Instruction Following

- Winner: Insufficient shared evidence
- DeepSeek V3.2 public-lane score: 58.2 (#82/148)
- Gemma 4 31B public-lane score: 92.9 (#15/148)

## FAQ

### Is there enough evidence to pick between DeepSeek V3.2 and Gemma 4 31B?

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

- [DeepSeek V3.2 vs DeepSeek V3.2 (Thinking)](/compare/deepseek-v3-2-vs-deepseek-v3-2-thinking)
- [Gemma 4 31B vs DeepSeek V3.2 (Thinking)](/compare/deepseek-v3-2-thinking-vs-gemma-4-31b)
- [DeepSeek V3.2 vs Gemma 4 26B A4B](/compare/deepseek-v3-2-vs-gemma-4-26b-a4b)
- [Gemma 4 31B vs Gemma 4 26B A4B](/compare/gemma-4-26b-a4b-vs-gemma-4-31b)

## Explore More

- [DeepSeek V3.2 profile](/models/deepseek-v3-2)
- [Gemma 4 31B profile](/models/gemma-4-31b)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)