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GPT-6 Astra vs Hy4 preview

GPT-6 Astra leads the LLM Stats Score 60.7 to 51.1.

OpenAI · Tencent · Updated for 2026

Which is better?

GPT-6 Astra leads the overall LLM Stats Score 60.7 to 51.1, ranking #1 overall.

In the 4 individual benchmarks reported for both models, GPT-6 Astra wins 4; 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 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 4 of 4 exact shared results
  • you want the most recent training data — it shipped Sep 2026

Choose Hy4 preview

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

At a glance

The differences that matter most.

Core performance indexes
60.7
#1
51.1
#14
58.7
#1
50.7
#11
49.0
#1
39.8
#12
46.4
#1
36.3
#14
Cost, coverage & limits
Benchmark wins
4 of 4
0 of 4
Input price
$10.00 / M
— / M
Output price
$50.00 / M
— / M
Context window
1,050,000

Capability indexes

Additional strengths measured across groups of related public benchmarks

2 shared
Index
GPT-6 Astra
Hy4 preview
35.3#42
39.4#17
36.6#1
31.1#10
Conservative TrueSkill rating · higher is betterHow scores work

Individual benchmarks

22 reported for GPT-6 Astra · 32 for Hy4 preview

4 shared

GPT-6 Astra outperforms in 4 benchmarks (Agents' Last Exam, AutomationBench, GPQA, Humanity's Last Exam (with tools, text-only)), while Hy4 preview is better at 0 benchmarks.

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).

OpenAI
GPT-6 Astra
Input1,050,000 tokens
Output128,000 tokens
Tencent
Hy4 preview
Input- tokens
Output- tokens
Fri Sep 04 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

GPT-6 Astra supports multimodal inputs, whereas Hy4 preview does not.

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

GPT-6 Astra

Text
Images
Audio
Video

Hy4 preview

Text
Images
Audio
Video

License

Usage and distribution terms

GPT-6 Astra is licensed under a proprietary license, while Hy4 preview uses Apache 2.0.

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

GPT-6 Astra

Proprietary

Closed source

Hy4 preview

Apache 2.0

Open weights

Release Timeline

When each model was launched

GPT-6 Astra was released on 2026-09-03, while Hy4 preview was released on 2026-08-28.

GPT-6 Astra is 0 month newer than Hy4 preview.

GPT-6 Astra

Sep 3, 2026

0 days ago

6d newer
Hy4 preview

Aug 28, 2026

6 days ago

Knowledge Cutoff

When training data ends

GPT-6 Astra has a documented knowledge cutoff of 2026-04-30, while Hy4 preview'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 Hy4 preview's cutoff date.

GPT-6 Astra

Apr 2026

Hy4 preview

Outputs Comparison

Notice missing or incorrect data?Start an Issue discussion

Judge for yourself.

Run your own prompts against GPT-6 Astra and Hy4 preview side-by-side, then vote on the output you prefer.

GPT-6 Astra
✓ Preferred
Hy4 preview
Open in Playground

FAQ

Common questions about GPT-6 Astra vs Hy4 preview.

Which is better, GPT-6 Astra or Hy4 preview?

GPT-6 Astra leads the LLM Stats Score 60.7 to 51.1. GPT-6 Astra is made by OpenAI and Hy4 preview is made by Tencent. The best choice depends on your use case — compare their capability indexes, individual benchmarks, pricing, and limits above.

How does GPT-6 Astra compare to Hy4 preview in benchmarks?

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%. Hy4 preview scores GPQA: 92.3%, Terminal-Bench 2.1: 85.4%, WideSearch: 83.9%, MCP Atlas: 83.7%, SWE-bench Multilingual: 82.9%.

What are the context window sizes for GPT-6 Astra and Hy4 preview?

GPT-6 Astra supports 1.1M tokens and Hy4 preview supports an unknown number of tokens. A larger context window lets you process longer documents, conversations, or codebases in a single request.

What are the main differences between GPT-6 Astra and Hy4 preview?

Key differences include LLM Stats Score (60.7 vs 51.1), multimodal support (yes vs no), licensing (Proprietary vs Apache 2.0). See the full comparison above for benchmark-by-benchmark results.

Who makes GPT-6 Astra and Hy4 preview?

GPT-6 Astra is developed by OpenAI and Hy4 preview is developed by Tencent.