# Atria Dawn Preview vs GLM-5

> Side-by-side benchmark comparison for Atria Dawn Preview and GLM-5 across agentic, coding, multimodal, knowledge, reasoning, multilingual, and math tasks.

- Canonical page: https://benchlm.ai/compare/atria-dawn-preview-vs-glm-5
- Last updated: September 14, 2026

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

## Quick Verdict

Pick Atria Dawn Preview if you want the stronger benchmark profile. GLM-5 only makes more sense when its price, context window, or workload-specific category wins matter more than the overall score.

## Summary

- Atria Dawn Preview leads overall 63 to 61.51.
- The clearest category separation is in agentic, where the averages are 57.9 for Atria Dawn Preview and 51 for GLM-5.
- The biggest single benchmark swing is CyberGym in Agentic, with scores of 86.5% and 43.2%.
- Atria Dawn Preview is the cheaper option on output tokens, which matters if you expect large responses or heavy interactive use.
- Atria Dawn Preview also has the larger context window at 256K.

## Model Snapshot

| Property | Atria Dawn Preview | GLM-5 |
|----------|----------|----------|
| Creator | Shanghai Artificial Intelligence Laboratory | Z.AI |
| Type | Open Weight | Open Weight |
| Reasoning | Reasoning | Non-Reasoning |
| Context | 256K | 200K |
| Overall Score | null | 61.51 |
| Benchmarks Covered | 13 | 36 |
| Pricing (input/output) | $0.00 / $0.00 | $1.00 / $3.20 |

## Category Breakdown

### Agentic

- Winner: Coming soon
- Atria Dawn Preview public-lane score: 57.9 (Estimated · #31/153)
- GLM-5 public-lane score: 51 (Estimated · #47/153)

| Benchmark | Atria Dawn Preview | GLM-5 | Winner |
|-----------|-----------|-----------|--------|
| AutomationBench | 53.8% | Coming soon | Coming soon |
| BFCL v4 | 77.0% | Coming soon | Coming soon |
| CyberGym | 86.5% | 43.2% | Atria Dawn Preview |
| DeepSearchQA | 96.0% | Coming soon | Coming soon |
| BrowseComp | 92.5% | Coming soon | Coming soon |
| skillsBench | 66.4% | Coming soon | Coming soon |
| MLE-Bench Lite | 86.2% | Coming soon | Coming soon |
| WideResearch | 81.9% | 69.8% | Atria Dawn Preview |
| τ³-bench results | 41.2% | 65.6% | GLM-5 |
| Terminal-Bench 2.1 | 78.3% | Coming soon | Coming soon |
| JobBench | 50.3% | Coming soon | Coming soon |
| Terminal-Bench 2.0 | Coming soon | 56.2% | Coming soon |
| Claw-Eval | Coming soon | 57.7% | Coming soon |
| QwenClawBench | Coming soon | 54.1% | Coming soon |
| DeepPlanning | Coming soon | 14.6% | Coming soon |
| Toolathlon | Coming soon | 38% | Coming soon |
| MCP Atlas | Coming soon | 31.1% | Coming soon |
| MCP-Tasks | Coming soon | 60.8% | Coming soon |
| Gert Labs | Coming soon | 50.99% | Coming soon |

### Coding

- Winner: Coming soon
- Atria Dawn Preview public-lane score: 51.6 (Estimated · #51/152)
- GLM-5 public-lane score: 56.2 (Estimated · #39/152)

| Benchmark | Atria Dawn Preview | GLM-5 | Winner |
|-----------|-----------|-----------|--------|
| Terminal-Bench 2.1 | 78.3% | Coming soon | Coming soon |
| SWE-bench Pro | 59.6% | 55.1% | Atria Dawn Preview |
| SWE-bench Verified | Coming soon | 77.8% | Coming soon |
| SWE-bench Verified* | Coming soon | 72.8% | Coming soon |
| SWE Multilingual | Coming soon | 73.3% | Coming soon |
| SWE-Rebench | Coming soon | 62.8% | Coming soon |
| React Native Evals | Coming soon | 74.8% | Coming soon |

### Reasoning

- Winner: Coming soon
- Atria Dawn Preview public-lane score: Coming soon
- GLM-5 public-lane score: 52.1 (Unranked · 4 rankable rows)

| Benchmark | Atria Dawn Preview | GLM-5 | Winner |
|-----------|-----------|-----------|--------|
| LongBench v2 | Coming soon | 60.8% | Coming soon |
| AI-Needle | Coming soon | 63.3% | Coming soon |

### Knowledge

- Winner: Coming soon
- Atria Dawn Preview public-lane score: Coming soon
- GLM-5 public-lane score: 54.1 (Estimated · #57/183)

| Benchmark | Atria Dawn Preview | GLM-5 | Winner |
|-----------|-----------|-----------|--------|
| GPQA | Coming soon | 86% | Coming soon |
| GPQA-D | Coming soon | 86.0% | Coming soon |
| SuperGPQA | Coming soon | 66.8% | Coming soon |
| MMLU-Pro | Coming soon | 85.7% | Coming soon |
| MMLU-Pro (Arcee) | Coming soon | 85.8% | Coming soon |
| HLE | Coming soon | 50.4% | Coming soon |

### Instruction Following

- Winner: Coming soon
- Atria Dawn Preview public-lane score: Coming soon
- GLM-5 public-lane score: 88.5 (#31/123)

| Benchmark | Atria Dawn Preview | GLM-5 | Winner |
|-----------|-----------|-----------|--------|
| IFEval | Coming soon | 92.6% | Coming soon |

### Multilingual

- Winner: Coming soon
- Atria Dawn Preview public-lane score: Coming soon
- GLM-5 public-lane score: 48.7 (#6/12)

| Benchmark | Atria Dawn Preview | GLM-5 | Winner |
|-----------|-----------|-----------|--------|
| MMLU-ProX | Coming soon | 83.1% | Coming soon |
| NOVA-63 | Coming soon | 55.1% | Coming soon |

### Mathematics

- Winner: Coming soon
- Atria Dawn Preview public-lane score: Coming soon
- GLM-5 public-lane score: 56.9 (#7/7)

| Benchmark | Atria Dawn Preview | GLM-5 | Winner |
|-----------|-----------|-----------|--------|
| AIME26 | Coming soon | 95.8% | Coming soon |
| AIME25 (Arcee) | Coming soon | 93.3% | Coming soon |
| HMMT Feb 2025 | Coming soon | 97.5% | Coming soon |
| HMMT Nov 2025 | Coming soon | 96.9% | Coming soon |
| HMMT Feb 2026 | Coming soon | 86.4% | Coming soon |
| MMAnswerBench | Coming soon | 82.5% | Coming soon |
| FrontierMath v2 (Tiers 1-3) | Coming soon | 16.434% | Coming soon |
| FrontierMath v2 (Tier 4) | Coming soon | 2.100% | Coming soon |

## FAQ

### Which is better overall, Atria Dawn Preview or GLM-5?

Atria Dawn Preview is ahead overall on BenchLM right now.

### Where is the biggest gap between Atria Dawn Preview and GLM-5?

The widest category gap is in agentic, where the averages are 57.9 for Atria Dawn Preview and 51 for GLM-5.

### How many benchmarks does Atria Dawn Preview cover on BenchLM?

Atria Dawn Preview currently has 13 sourced benchmark scores on BenchLM.

### How many benchmarks does GLM-5 cover on BenchLM?

GLM-5 currently has 36 sourced benchmark scores on BenchLM.

## Related Comparisons

- [Atria Dawn Preview vs GLM-5.3](/compare/atria-dawn-preview-vs-glm-5-3)
- [GLM-5 vs GLM-5.3](/compare/glm-5-vs-glm-5-3)
- [Atria Dawn Preview vs GLM-5.2](/compare/atria-dawn-preview-vs-glm-5-2)
- [GLM-5 vs GLM-5.2](/compare/glm-5-vs-glm-5-2)

## Explore More

- [Atria Dawn Preview profile](/models/atria-dawn-preview)
- [GLM-5 profile](/models/glm-5)
- [Compare Pricing](/llm-pricing)
- [Alternative Finder](/tools/alternative-finder)
- [LLM Selector](/tools/llm-selector)
- [Overall Rankings](/best/overall)