# GLM-4.7 vs MAI-Thinking-1

> Side-by-side benchmark comparison for GLM-4.7 and MAI-Thinking-1 across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/glm-4-7-vs-mai-thinking-1
- Last updated: September 4, 2026

- Shared sourced benchmarks: 5
- HTML indexing: indexable
- Ranking lane: BenchAlign v5

## Quick Verdict

Pick GLM-4.7 if you want the stronger benchmark profile. MAI-Thinking-1 only makes more sense when its price, context window, or workload-specific category wins matter more than the overall score.

## Summary

- GLM-4.7 leads overall 58.99 to 52.27.
- The clearest category separation is in mathematics, where the averages are 26 for GLM-4.7 and 73.4 for MAI-Thinking-1.
- The biggest single benchmark swing is Terminal-Bench 2.0 in Agentic, with scores of 41% and 46%.
- MAI-Thinking-1 also has the larger context window at 256K.

## Model Snapshot

| Property | GLM-4.7 | MAI-Thinking-1 |
|----------|----------|----------|
| Creator | Z.AI | Microsoft |
| Type | Open Weight | Proprietary |
| Reasoning | Reasoning | Reasoning |
| Context | 200K | 256K |
| Overall Score | 58.99 | 52.27 |
| Benchmarks Covered | 13 | 14 |
| Pricing (input/output) | $0.00 / $0.00 | N/A |

## Category Breakdown

### Agentic

- Winner: Coming soon
- GLM-4.7 public-lane score: 51.1 (Estimated · #57/151)
- MAI-Thinking-1 public-lane score: 51.7 (Estimated · #53/151)

| Benchmark | GLM-4.7 | MAI-Thinking-1 | Winner |
|-----------|-----------|-----------|--------|
| Terminal-Bench 2.0 | 41% | 46% | MAI-Thinking-1 |
| BrowseComp | 52% | Coming soon | Coming soon |
| VITA-Bench | 15.5% | Coming soon | Coming soon |
| Gert Labs | 39.95% | Coming soon | Coming soon |

### Coding

- Winner: Coming soon
- GLM-4.7 public-lane score: 48 (Supported · #86/183)
- MAI-Thinking-1 public-lane score: 51.8 (Estimated · #60/183)

| Benchmark | GLM-4.7 | MAI-Thinking-1 | Winner |
|-----------|-----------|-----------|--------|
| SWE-bench Verified | 73.8% | 73.5% | GLM-4.7 |
| LiveCodeBench | 84.9% | Coming soon | Coming soon |
| SWE-Rebench | 58.7% | Coming soon | Coming soon |
| 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: Coming soon
- GLM-4.7 public-lane score: 69.9 (Unranked · 2 rankable rows)
- MAI-Thinking-1 public-lane score: Coming soon

| Benchmark | GLM-4.7 | MAI-Thinking-1 | Winner |
|-----------|-----------|-----------|--------|
| Graphwalks BFS 128K | Coming soon | 90% | Coming soon |

### Knowledge

- Winner: Coming soon
- GLM-4.7 public-lane score: 48.1 (Supported · #102/181)
- MAI-Thinking-1 public-lane score: 53.3 (Estimated · #68/181)

| Benchmark | GLM-4.7 | MAI-Thinking-1 | Winner |
|-----------|-----------|-----------|--------|
| GPQA | 85.7% | 84.2% | GLM-4.7 |
| MMLU-Pro | 84.3% | 85% | MAI-Thinking-1 |
| HLE | 24.8% | Coming soon | Coming soon |
| GPQA-D | Coming soon | 84.2% | Coming soon |
| SimpleQA | Coming soon | 31% | Coming soon |

### Instruction Following

- Winner: Coming soon
- GLM-4.7 public-lane score: 82.6 (#49/120)
- MAI-Thinking-1 public-lane score: 94.7 (#1/120)

| Benchmark | GLM-4.7 | MAI-Thinking-1 | Winner |
|-----------|-----------|-----------|--------|
| IFBench | Coming soon | 85% | Coming soon |

### Mathematics

- Winner: Coming soon
- GLM-4.7 public-lane score: 26 (Unranked · 2 rankable rows)
- MAI-Thinking-1 public-lane score: 73.4 (Unranked · 3 rankable rows)

| Benchmark | GLM-4.7 | MAI-Thinking-1 | Winner |
|-----------|-----------|-----------|--------|
| AIME 2025 | 95.7% | 97% | MAI-Thinking-1 |
| FrontierMath v2 (Tiers 1-3) | 2.439% | Coming soon | Coming soon |
| FrontierMath v2 (Tier 4) | 0.000% | Coming soon | Coming soon |
| AIME26 | Coming soon | 94.5% | Coming soon |
| HMMT Feb 2026 | Coming soon | 84.9% | Coming soon |

## FAQ

### Which is better overall, GLM-4.7 or MAI-Thinking-1?

GLM-4.7 is ahead overall on BenchLM right now.

### Where is the biggest gap between GLM-4.7 and MAI-Thinking-1?

The widest category gap is in mathematics, where the averages are 26 for GLM-4.7 and 73.4 for MAI-Thinking-1.

### How many benchmarks does GLM-4.7 cover on BenchLM?

GLM-4.7 currently has 13 sourced benchmark scores on BenchLM.

### How many benchmarks does MAI-Thinking-1 cover on BenchLM?

MAI-Thinking-1 currently has 14 sourced benchmark scores on BenchLM.

## Related Comparisons

- [GLM-4.7 vs Claude Fable 5.1](/compare/claude-fable-5-1-vs-glm-4-7)
- [MAI-Thinking-1 vs Claude Fable 5.1](/compare/claude-fable-5-1-vs-mai-thinking-1)
- [GLM-4.7 vs GPT-6 Astra](/compare/glm-4-7-vs-gpt-6-astra)
- [MAI-Thinking-1 vs GPT-6 Astra](/compare/gpt-6-astra-vs-mai-thinking-1)

## Explore More

- [GLM-4.7 profile](/models/glm-4-7)
- [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)