# GLM-4.7 vs Hy3 Preview

> Side-by-side benchmark comparison for GLM-4.7 and Hy3 Preview across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/glm-4-7-vs-hy3-preview
- Last updated: September 23, 2026

- Shared sourced benchmarks: 4
- HTML indexing: indexable
- Ranking lane: BenchAlign v5.6

## Quick Verdict

Pick GLM-4.7 if you want the stronger benchmark profile. Hy3 Preview 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 50.17 to 45.32.
- The clearest category separation is in instruction following, where the averages are 81.4 for GLM-4.7 and 46.9 for Hy3 Preview.
- The biggest single benchmark swing is Terminal-Bench 2.0 in Agentic, with scores of 41% and 54.4%.
- Hy3 Preview also has the larger context window at 256K.

## Model Snapshot

| Property | GLM-4.7 | Hy3 Preview |
|----------|----------|----------|
| Creator | Z.AI | Tencent |
| Type | Open Weight | Open Weight |
| Reasoning | Reasoning | Reasoning |
| Context | 200K | 256K |
| Overall Score | 50.17 | 45.32 |
| Benchmarks Covered | 17 | 6 |
| Pricing (input/output) | $0.00 / $0.00 | $0.00 / $0.00 |

## Category Breakdown

### Agentic

- Winner: Not comparable
- GLM-4.7 public-lane score: 27.7 (Estimated · #70/105)
- Hy3 Preview public-lane score: Coming soon

| Benchmark | GLM-4.7 | Hy3 Preview | Winner |
|-----------|-----------|-----------|--------|
| Terminal-Bench 2.0 | 41% | 54.4% | Hy3 Preview |
| BrowseComp | 52% | Coming soon | Coming soon |
| VITA-Bench | 15.5% | Coming soon | Coming soon |
| Gert Labs | 39.95% | 36.91% | GLM-4.7 |

### Coding

- Winner: Directional only
- GLM-4.7 public-lane score: 41 (Supported · #57/135)
- Hy3 Preview public-lane score: 33.3 (Estimated · #85/135)

| Benchmark | GLM-4.7 | Hy3 Preview | Winner |
|-----------|-----------|-----------|--------|
| SWE-bench Verified | 73.8% | 74.4% | Hy3 Preview |
| 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 |
| Terminal-Bench 2.0 | Coming soon | 54.4% | Coming soon |

### Reasoning

- Winner: Not comparable
- GLM-4.7 public-lane score: 69.8 (Unranked · 2 rankable rows)
- Hy3 Preview public-lane score: Coming soon

### Knowledge

- Winner: Directional only
- GLM-4.7 public-lane score: 39.8 (Supported · #91/160)
- Hy3 Preview public-lane score: 39.1 (Estimated · #93/160)

| Benchmark | GLM-4.7 | Hy3 Preview | Winner |
|-----------|-----------|-----------|--------|
| GPQA | 85.7% | 87.2% | Hy3 Preview |
| MMLU-Pro | 84.3% | Coming soon | Coming soon |
| HLE | 24.8% | Coming soon | Coming soon |
| GPQA Diamond (Vals) | 80.1% | Coming soon | Coming soon |
| MMLU-Pro (Vals) | 82.7% | Coming soon | Coming soon |
| GPQA-D | Coming soon | 87.2% | Coming soon |

### Instruction Following

- Winner: Directional only
- GLM-4.7 public-lane score: 81.4 (#51/124)
- Hy3 Preview public-lane score: 46.9 (#86/124)

### Mathematics

- Winner: Not comparable
- GLM-4.7 public-lane score: 25.8 (Unranked · 2 rankable rows)
- Hy3 Preview public-lane score: Coming soon

| Benchmark | GLM-4.7 | Hy3 Preview | Winner |
|-----------|-----------|-----------|--------|
| AIME 2025 | 95.7% | Coming soon | Coming soon |
| FrontierMath v2 (Tiers 1-3) | 2.439% | Coming soon | Coming soon |
| FrontierMath v2 (Tier 4) | 0.000% | Coming soon | Coming soon |

## FAQ

### Which is better overall, GLM-4.7 or Hy3 Preview?

GLM-4.7 is ahead overall on BenchLM right now.

### Where is the biggest gap between GLM-4.7 and Hy3 Preview?

The widest category gap is in instruction following, where the averages are 81.4 for GLM-4.7 and 46.9 for Hy3 Preview.

### 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 Hy3 Preview cover on BenchLM?

Hy3 Preview currently has 6 sourced benchmark scores on BenchLM.

## Related Comparisons

- [GLM-4.7 vs Hy3](/compare/glm-4-7-vs-hy3)
- [Hy3 Preview vs Hy3](/compare/hy3-vs-hy3-preview)
- [GLM-4.7 vs GPT-6 Astra](/compare/glm-4-7-vs-gpt-6-astra)
- [Hy3 Preview vs GPT-6 Astra](/compare/gpt-6-astra-vs-hy3-preview)

## Explore More

- [GLM-4.7 profile](/models/glm-4-7)
- [Hy3 Preview profile](/models/hy3-preview)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)