# DeepSeek V3.2 vs GLM-4.7

> Side-by-side benchmark comparison for DeepSeek V3.2 and GLM-4.7 across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/deepseek-v3-2-vs-glm-4-7
- Last updated: September 29, 2026

- Shared sourced benchmarks: 5
- HTML indexing: indexable
- Ranking lane: BenchAlign v5.7

## Quick Verdict

Pick DeepSeek V3.2 if you want the stronger benchmark profile. GLM-4.7 only makes more sense when its price, context window, or workload-specific category wins matter more than the overall score.

## Summary

- DeepSeek V3.2 leads overall 50.13 to 49.09.
- The clearest category separation is in instruction following, where the averages are 56.7 for DeepSeek V3.2 and 81.4 for GLM-4.7.
- The biggest single benchmark swing is FrontierMath v2 (Tiers 1-3) in Mathematics, with scores of 22.100% and 2.439%.
- GLM-4.7 is the cheaper option on output tokens, which matters if you expect large responses or heavy interactive use.
- GLM-4.7 also has the larger context window at 200K.

## Model Snapshot

| Property | DeepSeek V3.2 | GLM-4.7 |
|----------|----------|----------|
| Creator | DeepSeek | Z.AI |
| Type | Open Weight | Open Weight |
| Reasoning | Non-Reasoning | Reasoning |
| Context | 128K | 200K |
| Overall Score | 50.13 | 49.09 |
| Benchmarks Covered | 7 | 17 |
| Pricing (input/output) | $0.28 / $0.42 | $0.00 / $0.00 |

## Category Breakdown

### Agentic

- Winner: Not comparable
- DeepSeek V3.2 public-lane score: Coming soon
- GLM-4.7 public-lane score: 27.5 (Estimated · #88/117)

| Benchmark | DeepSeek V3.2 | GLM-4.7 | Winner |
|-----------|-----------|-----------|--------|
| Claw-Eval | 40.2% | Coming soon | Coming soon |
| VITA-Bench | 18.5% | 15.5% | DeepSeek V3.2 |
| Gert Labs | 29.57% | 39.95% | GLM-4.7 |
| Terminal-Bench 2.0 | Coming soon | 41% | Coming soon |
| BrowseComp | Coming soon | 52% | Coming soon |

### Coding

- Winner: Directional only
- DeepSeek V3.2 public-lane score: 32.1 (Estimated · #89/143)
- GLM-4.7 public-lane score: 39.4 (Supported · #63/143)

| Benchmark | DeepSeek V3.2 | GLM-4.7 | Winner |
|-----------|-----------|-----------|--------|
| SWE-Rebench | 60.9% | 58.7% | DeepSeek V3.2 |
| React Native Evals | 71.5% | Coming soon | Coming soon |
| SWE-bench Verified | Coming soon | 73.8% | Coming soon |
| LiveCodeBench | Coming soon | 84.9% | Coming soon |
| LiveCodeBench (Vals) | Coming soon | 82.2% | Coming soon |
| SWE-bench (Vals) | Coming soon | 69.4% | Coming soon |

### Reasoning

- Winner: Not comparable
- DeepSeek V3.2 public-lane score: 53.6 (Unranked · 2 rankable rows)
- GLM-4.7 public-lane score: 71.1 (Unranked · 2 rankable rows)

### Knowledge

- Winner: Directional only
- DeepSeek V3.2 public-lane score: 41.7 (Estimated · #91/169)
- GLM-4.7 public-lane score: 40.5 (Supported · #98/169)

| Benchmark | DeepSeek V3.2 | GLM-4.7 | Winner |
|-----------|-----------|-----------|--------|
| GPQA | Coming soon | 85.7% | Coming soon |
| MMLU-Pro | Coming soon | 84.3% | Coming soon |
| HLE | Coming soon | 24.8% | Coming soon |
| GPQA Diamond (Vals) | Coming soon | 80.1% | Coming soon |
| MMLU-Pro (Vals) | Coming soon | 82.7% | Coming soon |

### Instruction Following

- Winner: Directional only
- DeepSeek V3.2 public-lane score: 56.7 (#75/124)
- GLM-4.7 public-lane score: 81.4 (#51/124)

### Mathematics

- Winner: Not comparable
- DeepSeek V3.2 public-lane score: 40 (Unranked · 2 rankable rows)
- GLM-4.7 public-lane score: 25.8 (Unranked · 2 rankable rows)

| Benchmark | DeepSeek V3.2 | GLM-4.7 | Winner |
|-----------|-----------|-----------|--------|
| FrontierMath v2 (Tiers 1-3) | 22.100% | 2.439% | DeepSeek V3.2 |
| FrontierMath v2 (Tier 4) | 2.100% | 0.000% | DeepSeek V3.2 |
| AIME 2025 | Coming soon | 95.7% | Coming soon |

## FAQ

### Which is better overall, DeepSeek V3.2 or GLM-4.7?

DeepSeek V3.2 is ahead overall on BenchLM right now.

### Where is the biggest gap between DeepSeek V3.2 and GLM-4.7?

The widest category gap is in instruction following, where the averages are 56.7 for DeepSeek V3.2 and 81.4 for GLM-4.7.

### How many benchmarks does DeepSeek V3.2 cover on BenchLM?

DeepSeek V3.2 currently has 7 sourced benchmark scores on BenchLM.

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

GLM-4.7 currently has 17 sourced benchmark scores on BenchLM.

## Related Comparisons

- [DeepSeek V3.2 vs DeepSeek V3.2 (Thinking)](/compare/deepseek-v3-2-vs-deepseek-v3-2-thinking)
- [GLM-4.7 vs DeepSeek V3.2 (Thinking)](/compare/deepseek-v3-2-thinking-vs-glm-4-7)
- [DeepSeek V3.2 vs GPT-6 Astra](/compare/deepseek-v3-2-vs-gpt-6-astra)
- [GLM-4.7 vs GPT-6 Astra](/compare/glm-4-7-vs-gpt-6-astra)

## Explore More

- [DeepSeek V3.2 profile](/models/deepseek-v3-2)
- [GLM-4.7 profile](/models/glm-4-7)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)