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GLM-4.5-Air vs GPT-6 Astra

GPT-6 Astra leads the LLM Stats Score 60.7 to 24.6.

Zhipu AI · OpenAI · Updated for 2026

Which is better?

GPT-6 Astra leads the overall LLM Stats Score 60.7 to 24.6, ranking #1 overall.

In the 2 individual benchmarks reported for both models, GPT-6 Astra 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 GLM-4.5-Air

  • you need open weights you can self-host or fine-tune

Choose GPT-6 Astra

  • overall performance matters — it scores 60.7 and ranks #1 on LLM Stats
  • your work emphasizes reasoning and coding — it leads those capability indexes
  • you value its reported benchmark strengths — it wins 2 of 2 exact shared results
  • you want the most recent training data — it shipped Sep 2026

At a glance

The differences that matter most.

Core performance indexes
24.6
#153
60.7
#1
24.0
#151
58.7
#1
11.6
#148
49.0
#1
6.1
#134
46.4
#1
Cost, coverage & limits
Benchmark wins
0 of 2
2 of 2
Input price
— / M
$10.00 / M
Output price
— / M
$50.00 / M
Context window
1,050,000

Capability indexes

Additional strengths measured across groups of related public benchmarks

2 shared
Index
GLM-4.5-Air
GPT-6 Astra
22.7#128
35.3#42
20.3#55
36.6#1
Conservative TrueSkill rating · higher is betterHow scores work

Individual benchmarks

14 reported for GLM-4.5-Air · 22 for GPT-6 Astra

2 shared

GLM-4.5-Air outperforms in 0 benchmarks, while GPT-6 Astra is better at 2 benchmarks (BrowseComp, GPQA).

GPT-6 Astra significantly outperforms across most benchmarks.

Fri Sep 04 2026 • llm-stats.com

Human preference

Blind head-to-head votes and playground preference scores

Context Window

Maximum input and output token capacity

Only GPT-6 Astra specifies input context (1,050,000 tokens). Only GPT-6 Astra specifies output context (128,000 tokens).

Zhipu AI
GLM-4.5-Air
Input- tokens
Output- tokens
OpenAI
GPT-6 Astra
Input1,050,000 tokens
Output128,000 tokens
Fri Sep 04 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

GPT-6 Astra supports multimodal inputs, whereas GLM-4.5-Air does not.

GPT-6 Astra can handle both text and other forms of data like images, making it suitable for multimodal applications.

GLM-4.5-Air

Text
Images
Audio
Video

GPT-6 Astra

Text
Images
Audio
Video

License

Usage and distribution terms

GLM-4.5-Air is licensed under MIT, while GPT-6 Astra uses a proprietary license.

License differences may affect how you can use these models in commercial or open-source projects.

GLM-4.5-Air

MIT

Open weights

GPT-6 Astra

Proprietary

Closed source

Release Timeline

When each model was launched

GLM-4.5-Air was released on 2025-07-28, while GPT-6 Astra was released on 2026-09-03.

GPT-6 Astra is 13 months newer than GLM-4.5-Air.

GLM-4.5-Air

Jul 28, 2025

1.1 years ago

GPT-6 Astra

Sep 3, 2026

0 days ago

1.1yr newer

Knowledge Cutoff

When training data ends

GPT-6 Astra has a documented knowledge cutoff of 2026-04-30, while GLM-4.5-Air's cutoff date is not specified.

We can confirm GPT-6 Astra's training data extends to 2026-04-30, but cannot make a direct comparison without GLM-4.5-Air's cutoff date.

GLM-4.5-Air

GPT-6 Astra

Apr 2026

Outputs Comparison

Notice missing or incorrect data?Start an Issue discussion

Judge for yourself.

Run your own prompts against GLM-4.5-Air and GPT-6 Astra side-by-side, then vote on the output you prefer.

GLM-4.5-Air
✓ Preferred
GPT-6 Astra
Open in Playground

FAQ

Common questions about GLM-4.5-Air vs GPT-6 Astra.

Which is better, GLM-4.5-Air or GPT-6 Astra?

GPT-6 Astra leads the LLM Stats Score 60.7 to 24.6. GLM-4.5-Air is made by Zhipu AI and GPT-6 Astra is made by OpenAI. The best choice depends on your use case — compare their capability indexes, individual benchmarks, pricing, and limits above.

How does GLM-4.5-Air compare to GPT-6 Astra in benchmarks?

GLM-4.5-Air scores MATH-500: 98.1%, AIME 2024: 89.4%, MMLU-Pro: 81.4%, TAU-bench Retail: 77.9%, BFCL-v3: 76.4%. GPT-6 Astra scores ExploitBench: 100.0%, ARC-AGI-3: 99.9%, ARC-AGI: 98.5%, FrontierMath Tier 4 (v2): 97.6%, GPQA: 96.0%.

What are the context window sizes for GLM-4.5-Air and GPT-6 Astra?

GLM-4.5-Air supports an unknown number of tokens and GPT-6 Astra supports 1.1M tokens. A larger context window lets you process longer documents, conversations, or codebases in a single request.

What are the main differences between GLM-4.5-Air and GPT-6 Astra?

Key differences include LLM Stats Score (24.6 vs 60.7), multimodal support (no vs yes), licensing (MIT vs Proprietary). See the full comparison above for benchmark-by-benchmark results.

Who makes GLM-4.5-Air and GPT-6 Astra?

GLM-4.5-Air is developed by Zhipu AI and GPT-6 Astra is developed by OpenAI.