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Atria Dawn Preview vs GLM-5.2

Atria Dawn Preview leads the LLM Stats Score 52.3 to 45.6.

Shanghai AI Laboratory · Zhipu AI · Updated for 2026

Which is better?

Atria Dawn Preview leads the overall LLM Stats Score 52.3 to 45.6, ranking #10 overall.

In the 2 individual benchmarks reported for both models, GLM-5.2 wins 2; this is a narrower head-to-head signal than the composite indexes.

Based on current LLM Stats indexes, shared benchmarks, pricing, and model metadata for 2026.

Choose Atria Dawn Preview

  • overall performance matters — it scores 52.3 and ranks #10 on LLM Stats
  • your work emphasizes reasoning and agents — it leads those capability indexes
  • you want the most recent training data — it shipped Sep 2026

Choose GLM-5.2

  • you value its reported benchmark strengths — it wins 2 of 2 exact shared results

At a glance

The differences that matter most.

Core performance indexes
52.3
#10
45.6
#28
50.5
#12
45.0
#31
36.2
#22
35.5
#27
38.8
#10
30.3
#34
Cost, coverage & limits
Benchmark wins
0 of 2
2 of 2
Input price
— / M
$0.75 / M
Output price
— / M
$2.40 / M
Context window
1,048,576

Capability indexes

Additional strengths measured across groups of related public benchmarks

1 shared
Index
Atria Dawn Preview
GLM-5.2
31.1#12
22.1#47
Conservative TrueSkill rating · higher is betterHow scores work

Individual benchmarks

12 reported for Atria Dawn Preview · 19 for GLM-5.2

2 shared

Atria Dawn Preview outperforms in 0 benchmarks, while GLM-5.2 is better at 2 benchmarks (SWE-Bench Pro, Terminal-Bench 2.1).

GLM-5.2 significantly outperforms across most benchmarks.

Wed Sep 16 2026 • llm-stats.com

Human preference

Blind head-to-head votes and playground preference scores

Model Size

Parameter count comparison

9.0B diff

GLM-5.2 has 9.0B more parameters than Atria Dawn Preview, making it 1.2% larger.

Shanghai AI Laboratory
Atria Dawn Preview
744.0Bparameters
Zhipu AI
GLM-5.2
753.0Bparameters
744.0B
Atria Dawn Preview
753.0B
GLM-5.2

Context Window

Maximum input and output token capacity

Only GLM-5.2 specifies input context (1,048,576 tokens). Only GLM-5.2 specifies output context (1,048,576 tokens).

Shanghai AI Laboratory
Atria Dawn Preview
Input- tokens
Output- tokens
Zhipu AI
GLM-5.2
Input1,048,576 tokens
Output1,048,576 tokens
Wed Sep 16 2026 • llm-stats.com

License

Usage and distribution terms

Both models are licensed under MIT.

Both models share the same licensing terms, providing consistent usage rights.

Atria Dawn Preview

MIT

Open weights

GLM-5.2

MIT

Open weights

Release Timeline

When each model was launched

Atria Dawn Preview was released on 2026-09-11, while GLM-5.2 was released on 2026-06-16.

Atria Dawn Preview is 3 months newer than GLM-5.2.

Atria Dawn Preview

Sep 11, 2026

4 days ago

2mo newer
GLM-5.2

Jun 16, 2026

3 months ago

Knowledge Cutoff

When training data ends

Neither model specifies a knowledge cutoff date.

Unable to compare the recency of their training data.

No cutoff dates available

Outputs Comparison

Notice missing or incorrect data?Start an Issue discussion

Judge for yourself.

Run your own prompts against Atria Dawn Preview and GLM-5.2 side-by-side, then vote on the output you prefer.

Atria Dawn Preview
✓ Preferred
GLM-5.2
Open in Playground

FAQ

Common questions about Atria Dawn Preview vs GLM-5.2.

Which is better, Atria Dawn Preview or GLM-5.2?

Atria Dawn Preview leads the LLM Stats Score 52.3 to 45.6. Atria Dawn Preview is made by Shanghai AI Laboratory and GLM-5.2 is made by Zhipu AI. The best choice depends on your use case — compare their capability indexes, individual benchmarks, pricing, and limits above.

How does Atria Dawn Preview compare to GLM-5.2 in benchmarks?

Atria Dawn Preview scores DeepSearchQA: 96.0%, BrowseComp: 92.5%, CyberGym: 86.5%, MLE-Bench Lite: 86.2%, WideSearch: 81.9%. GLM-5.2 scores AIME 2026: 99.2%, HMMT 2025: 94.4%, HMMT Feb 26: 92.5%, GPQA: 91.2%, IMO-AnswerBench: 91.0%.

What are the context window sizes for Atria Dawn Preview and GLM-5.2?

Atria Dawn Preview supports an unknown number of tokens and GLM-5.2 supports 1.0M tokens. A larger context window lets you process longer documents, conversations, or codebases in a single request.

What are the main differences between Atria Dawn Preview and GLM-5.2?

Key differences include LLM Stats Score (52.3 vs 45.6). See the full comparison above for benchmark-by-benchmark results.

Who makes Atria Dawn Preview and GLM-5.2?

Atria Dawn Preview is developed by Shanghai AI Laboratory and GLM-5.2 is developed by Zhipu AI.