# GLM-4.7 vs GPT-5.4 Pro

> Side-by-side benchmark comparison for GLM-4.7 and GPT-5.4 Pro across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/glm-4-7-vs-gpt-5-4-pro
- Last updated: September 29, 2026

- Shared sourced benchmarks: 4
- HTML indexing: indexable
- Ranking lane: BenchAlign v5.7

## Quick Verdict

Pick GPT-5.4 Pro 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

- GPT-5.4 Pro leads overall 70.67 to 49.09.
- The clearest category separation is in mathematics, where the averages are 25.8 for GLM-4.7 and 68.8 for GPT-5.4 Pro.
- The biggest single benchmark swing is FrontierMath v2 (Tiers 1-3) in Mathematics, with scores of 2.439% and 50.000%.
- GLM-4.7 is the cheaper option on output tokens, which matters if you expect large responses or heavy interactive use.
- GPT-5.4 Pro also has the larger context window at 1.05M.

## Model Snapshot

| Property | GLM-4.7 | GPT-5.4 Pro |
|----------|----------|----------|
| Creator | Z.AI | OpenAI |
| Type | Open Weight | Proprietary |
| Reasoning | Reasoning | Reasoning |
| Context | 200K | 1.05M |
| Overall Score | 49.09 | 70.67 |
| Benchmarks Covered | 17 | 10 |
| Pricing (input/output) | $0.00 / $0.00 | $30.00 / $180.00 |

## Category Breakdown

### Agentic

- Winner: Not comparable
- GLM-4.7 public-lane score: 27.5 (Estimated · #88/117)
- GPT-5.4 Pro public-lane score: Coming soon

| Benchmark | GLM-4.7 | GPT-5.4 Pro | Winner |
|-----------|-----------|-----------|--------|
| Terminal-Bench 2.0 | 41% | Coming soon | Coming soon |
| BrowseComp | 52% | 89.3% | GPT-5.4 Pro |
| VITA-Bench | 15.5% | Coming soon | Coming soon |
| Gert Labs | 39.95% | Coming soon | Coming soon |

### Coding

- Winner: Not comparable
- GLM-4.7 public-lane score: 39.4 (Supported · #63/143)
- GPT-5.4 Pro public-lane score: Coming soon

| Benchmark | GLM-4.7 | GPT-5.4 Pro | Winner |
|-----------|-----------|-----------|--------|
| SWE-bench Verified | 73.8% | Coming soon | Coming soon |
| LiveCodeBench | 84.9% | Coming soon | Coming soon |
| SWE-Rebench | 58.7% | Coming soon | Coming soon |
| LiveCodeBench (Vals) | 82.2% | Coming soon | Coming soon |
| SWE-bench (Vals) | 69.4% | Coming soon | Coming soon |

### Reasoning

- Winner: Not comparable
- GLM-4.7 public-lane score: 71.1 (Unranked · 2 rankable rows)
- GPT-5.4 Pro public-lane score: 74.4 (Unranked · 2 rankable rows)

| Benchmark | GLM-4.7 | GPT-5.4 Pro | Winner |
|-----------|-----------|-----------|--------|
| ARC-AGI-2 | Coming soon | 83.3% | Coming soon |

### Knowledge

- Winner: Not comparable
- GLM-4.7 public-lane score: 40.5 (Supported · #98/169)
- GPT-5.4 Pro public-lane score: Coming soon

| Benchmark | GLM-4.7 | GPT-5.4 Pro | Winner |
|-----------|-----------|-----------|--------|
| GPQA | 85.7% | Coming soon | Coming soon |
| MMLU-Pro | 84.3% | Coming soon | Coming soon |
| HLE | 24.8% | 58.7% | GPT-5.4 Pro |
| GPQA Diamond (Vals) | 80.1% | Coming soon | Coming soon |
| MMLU-Pro (Vals) | 82.7% | Coming soon | Coming soon |
| FrontierScience | Coming soon | 36.7% | Coming soon |
| FrontierScience Research | Coming soon | 36.7% | Coming soon |
| HLE w/o tools | Coming soon | 42.7% | Coming soon |

### Instruction Following

- Winner: Not comparable
- GLM-4.7 public-lane score: 81.4 (#51/124)
- GPT-5.4 Pro public-lane score: Coming soon

### Mathematics

- Winner: Not comparable
- GLM-4.7 public-lane score: 25.8 (Unranked · 2 rankable rows)
- GPT-5.4 Pro public-lane score: 68.8 (Unranked · 4 rankable rows)

| Benchmark | GLM-4.7 | GPT-5.4 Pro | Winner |
|-----------|-----------|-----------|--------|
| AIME 2025 | 95.7% | Coming soon | Coming soon |
| FrontierMath v2 (Tiers 1-3) | 2.439% | 50.000% | GPT-5.4 Pro |
| FrontierMath v2 (Tier 4) | 0.000% | 37.500% | GPT-5.4 Pro |
| IPhO 2025 (Theory) | Coming soon | 93.5% | Coming soon |
| FrontierMath (legacy) | Coming soon | 50% | Coming soon |

## FAQ

### Which is better overall, GLM-4.7 or GPT-5.4 Pro?

GPT-5.4 Pro is ahead overall on BenchLM right now.

### Where is the biggest gap between GLM-4.7 and GPT-5.4 Pro?

The widest category gap is in mathematics, where the averages are 25.8 for GLM-4.7 and 68.8 for GPT-5.4 Pro.

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

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

### How many benchmarks does GPT-5.4 Pro cover on BenchLM?

GPT-5.4 Pro currently has 10 sourced benchmark scores on BenchLM.

## Related Comparisons

- [GLM-4.7 vs GPT-5.4](/compare/glm-4-7-vs-gpt-5-4)
- [GPT-5.4 Pro vs GPT-5.4](/compare/gpt-5-4-vs-gpt-5-4-pro)
- [GLM-4.7 vs GPT-5.4 mini](/compare/glm-4-7-vs-gpt-5-4-mini)
- [GPT-5.4 Pro vs GPT-5.4 mini](/compare/gpt-5-4-mini-vs-gpt-5-4-pro)

## Explore More

- [GLM-4.7 profile](/models/glm-4-7)
- [GPT-5.4 Pro profile](/models/gpt-5-4-pro)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)