# Gemma 4 31B vs MAI-Thinking-1

> Side-by-side benchmark comparison for Gemma 4 31B and MAI-Thinking-1 across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/gemma-4-31b-vs-mai-thinking-1
- Last updated: September 29, 2026

- Shared sourced benchmarks: 2
- HTML indexing: indexable
- Ranking lane: BenchAlign v5.7

## Quick Verdict

Evidence is too thin for a benchmark verdict: Gemma 4 31B and MAI-Thinking-1 share only 2 sourced benchmark rows.

## Summary

- Only 2 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 31B | MAI-Thinking-1 |
|----------|----------|----------|
| Creator | Google | Microsoft |
| Type | Open Weight | Proprietary |
| Reasoning | Reasoning | Reasoning |
| Context | 256K | 256K |
| Independent public score (not head-to-head) | 44.67 | null |
| Benchmarks Covered | 8 | 14 |
| Pricing (input/output) | $0.00 / $0.00 | N/A |

## Category Breakdown

### Agentic

- Winner: Insufficient shared evidence
- Gemma 4 31B public-lane score: 24.4 (Estimated · #92/117)
- MAI-Thinking-1 public-lane score: Coming soon

| Benchmark | Gemma 4 31B | MAI-Thinking-1 | Winner |
|-----------|-----------|-----------|--------|
| Gert Labs | 35.26% | Coming soon | Coming soon |
| Terminal-Bench 2.0 | Coming soon | 46% | Coming soon |

### Coding

- Winner: Insufficient shared evidence
- Gemma 4 31B public-lane score: 35.5 (Supported · #80/143)
- MAI-Thinking-1 public-lane score: Coming soon

| Benchmark | Gemma 4 31B | MAI-Thinking-1 | Winner |
|-----------|-----------|-----------|--------|
| SWE-Rebench | 41.6% | Coming soon | Coming soon |
| React Native Evals | 75.2% | Coming soon | Coming soon |
| LiveCodeBench v6 | Coming soon | 87.7% | Coming soon |
| SWE-bench Verified | Coming soon | 73.5% | Coming soon |
| SWE-bench Pro | Coming soon | 52.8% | Coming soon |
| Terminal-Bench 2.0 | Coming soon | 46.0% | Coming soon |

### Reasoning

- Winner: Insufficient shared evidence
- Gemma 4 31B public-lane score: 70.2 (Unranked · 2 rankable rows)
- MAI-Thinking-1 public-lane score: Coming soon

| Benchmark | Gemma 4 31B | MAI-Thinking-1 | Winner |
|-----------|-----------|-----------|--------|
| Graphwalks BFS 128K | Coming soon | 90% | Coming soon |

### Multimodal & Grounded

- Winner: Insufficient shared evidence
- Gemma 4 31B public-lane score: 59.5 (#32/50)
- MAI-Thinking-1 public-lane score: Coming soon

| Benchmark | Gemma 4 31B | MAI-Thinking-1 | Winner |
|-----------|-----------|-----------|--------|
| MMMU-Pro | 76.9% | Coming soon | Coming soon |

### Knowledge

- Winner: Insufficient shared evidence
- Gemma 4 31B public-lane score: 40 (Supported · #99/169)
- MAI-Thinking-1 public-lane score: Coming soon

| Benchmark | Gemma 4 31B | MAI-Thinking-1 | Winner |
|-----------|-----------|-----------|--------|
| GPQA | 84.3% | 84.2% | Gemma 4 31B |
| MMLU-Pro | 85.2% | 85% | Gemma 4 31B |
| HLE | 26.5% | Coming soon | Coming soon |
| HLE w/o tools | 19.5% | Coming soon | Coming soon |
| GPQA-D | Coming soon | 84.2% | Coming soon |
| SimpleQA | Coming soon | 31% | Coming soon |

### Instruction Following

- Winner: Insufficient shared evidence
- Gemma 4 31B public-lane score: 91.5 (#12/124)
- MAI-Thinking-1 public-lane score: 95.4 (#1/124)

| Benchmark | Gemma 4 31B | MAI-Thinking-1 | Winner |
|-----------|-----------|-----------|--------|
| IFBench | Coming soon | 85% | Coming soon |

### Mathematics

- Winner: Insufficient shared evidence
- Gemma 4 31B public-lane score: Coming soon
- MAI-Thinking-1 public-lane score: 72.8 (Unranked · 3 rankable rows)

| Benchmark | Gemma 4 31B | MAI-Thinking-1 | Winner |
|-----------|-----------|-----------|--------|
| AIME 2025 | Coming soon | 97% | Coming soon |
| AIME26 | Coming soon | 94.5% | Coming soon |
| HMMT Feb 2026 | Coming soon | 84.9% | Coming soon |

## FAQ

### Is there enough evidence to pick between Gemma 4 31B and MAI-Thinking-1?

Not yet. The models share only 2 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 31B vs Gemma 4 26B A4B](/compare/gemma-4-26b-a4b-vs-gemma-4-31b)
- [MAI-Thinking-1 vs Gemma 4 26B A4B](/compare/gemma-4-26b-a4b-vs-mai-thinking-1)
- [Gemma 4 31B vs Gemma 4 E4B](/compare/gemma-4-31b-vs-gemma-4-e4b)
- [MAI-Thinking-1 vs Gemma 4 E4B](/compare/gemma-4-e4b-vs-mai-thinking-1)

## Explore More

- [Gemma 4 31B profile](/models/gemma-4-31b)
- [MAI-Thinking-1 profile](/models/mai-thinking-1)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)