# Jais-3-32B vs MAI-Thinking-1

> Side-by-side benchmark comparison for Jais-3-32B and MAI-Thinking-1 across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/jais-3-32b-vs-mai-thinking-1
- Last updated: October 15, 2026

- Shared sourced benchmarks: 1
- HTML indexing: indexable
- Ranking lane: BenchAlign v5.8

## Quick Verdict

Evidence is too thin for a benchmark verdict: Jais-3-32B and MAI-Thinking-1 share only 1 sourced benchmark row.

## Summary

- Only 1 shared sourced benchmark row is available. That is not enough for a broad capability verdict, so this mirror does not name an overall winner.
- Jais-3-32B has the larger published context window at 512K.

## Model Snapshot

| Property | Jais-3-32B | MAI-Thinking-1 |
|----------|----------|----------|
| Creator | IFM | Microsoft |
| Type | Open Weight | Proprietary |
| Reasoning | Reasoning | Reasoning |
| Context | 512K | 256K |
| Independent public score (not head-to-head) | null | 53.33 |
| Benchmarks Covered | 2 | 13 |
| Pricing (input/output) | Pricing unavailable / Pricing unavailable | N/A |

## Category Breakdown

### Agentic

- Winner: Insufficient shared evidence
- Jais-3-32B public-lane score: Coming soon
- MAI-Thinking-1 public-lane score: Coming soon

| Benchmark | Jais-3-32B | MAI-Thinking-1 | Winner |
|-----------|-----------|-----------|--------|
| Terminal-Bench 2.1 | 63.7% | Coming soon | Coming soon |
| Terminal-Bench 2.0 | Coming soon | 46% | Coming soon |

### Coding

- Winner: Insufficient shared evidence
- Jais-3-32B public-lane score: Coming soon
- MAI-Thinking-1 public-lane score: Coming soon

| Benchmark | Jais-3-32B | MAI-Thinking-1 | Winner |
|-----------|-----------|-----------|--------|
| SWE-bench Verified | 72.4% | 73.5% | MAI-Thinking-1 |
| LiveCodeBench v6 | Coming soon | 87.7% | 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
- Jais-3-32B public-lane score: Coming soon
- MAI-Thinking-1 public-lane score: Coming soon

| Benchmark | Jais-3-32B | MAI-Thinking-1 | Winner |
|-----------|-----------|-----------|--------|
| Graphwalks BFS 128K | Coming soon | 90% | Coming soon |

### Knowledge

- Winner: Insufficient shared evidence
- Jais-3-32B public-lane score: Coming soon
- MAI-Thinking-1 public-lane score: 55.6 (Estimated · #56/184)

| Benchmark | Jais-3-32B | MAI-Thinking-1 | Winner |
|-----------|-----------|-----------|--------|
| GPQA | Coming soon | 84.2% | Coming soon |
| GPQA-D | Coming soon | 84.2% | Coming soon |
| MMLU-Pro | Coming soon | 85% | Coming soon |

### Instruction Following

- Winner: Insufficient shared evidence
- Jais-3-32B public-lane score: Coming soon
- MAI-Thinking-1 public-lane score: 94.7 (#3/146)

| Benchmark | Jais-3-32B | MAI-Thinking-1 | Winner |
|-----------|-----------|-----------|--------|
| IFBench | Coming soon | 85% | Coming soon |

### Mathematics

- Winner: Insufficient shared evidence
- Jais-3-32B public-lane score: Coming soon
- MAI-Thinking-1 public-lane score: 81.1 (Unranked · 3 rankable rows)

| Benchmark | Jais-3-32B | 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 Jais-3-32B and MAI-Thinking-1?

Not yet. The models share only 1 sourced benchmark row, 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

- [Jais-3-32B vs Jais-3-32B-Uno](/compare/jais-3-32b-vs-jais-3-32b-uno)
- [MAI-Thinking-1 vs Jais-3-32B-Uno](/compare/jais-3-32b-uno-vs-mai-thinking-1)
- [Jais-3-32B vs Claude Opus 5.5](/compare/claude-opus-5-5-vs-jais-3-32b)
- [MAI-Thinking-1 vs Claude Opus 5.5](/compare/claude-opus-5-5-vs-mai-thinking-1)

## Explore More

- [Jais-3-32B profile](/models/jais-3-32b)
- [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)