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GPT-5.2 vs Hy4 preview

Hy4 preview leads the LLM Stats Score 51.5 to 41.9.

OpenAI · Tencent · Updated for 2026

Which is better?

Hy4 preview leads the overall LLM Stats Score 51.5 to 41.9, ranking #10 overall.

In the 3 individual benchmarks reported for both models, Hy4 preview 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 GPT-5.2

  • you want predictable pricing at $1.75/M input and $14.00/M output

Choose Hy4 preview

  • overall performance matters — it scores 51.5 and ranks #10 on LLM Stats
  • your work emphasizes reasoning and coding — it leads those capability indexes
  • you value its reported benchmark strengths — it wins 2 of 3 exact shared results
  • you want the most recent training data — it shipped Aug 2026
  • you need open weights you can self-host or fine-tune

At a glance

The differences that matter most.

Core performance indexes
41.9
#43
51.5
#10
41.2
#42
51.2
#8
24.2
#63
40.9
#10
15.3
#75
37.1
#11
Cost, coverage & limits
Benchmark wins
1 of 3
2 of 3
Input price
$1.75 / M
— / M
Output price
$14.00 / M
— / M
Context window
400,000

Capability indexes

Additional strengths measured across groups of related public benchmarks

2 shared
Index
GPT-5.2
Hy4 preview
37.8#28
40.3#12
19.9#53
32.6#7
Conservative TrueSkill rating · higher is betterHow scores work

Individual benchmarks

24 reported for GPT-5.2 · 32 for Hy4 preview

3 shared

GPT-5.2 outperforms in 1 benchmarks (GPQA), while Hy4 preview is better at 2 benchmarks (MCP Atlas, Toolathlon).

Hy4 preview shows notably better performance in the majority of benchmarks.

Mon Aug 31 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-5.2 specifies input context (400,000 tokens). Only GPT-5.2 specifies output context (128,000 tokens).

OpenAI
GPT-5.2
Input400,000 tokens
Output128,000 tokens
Tencent
Hy4 preview
Input- tokens
Output- tokens
Mon Aug 31 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

GPT-5.2 supports multimodal inputs, whereas Hy4 preview does not.

GPT-5.2 can handle both text and other forms of data like images, making it suitable for multimodal applications.

GPT-5.2

Text
Images
Audio
Video

Hy4 preview

Text
Images
Audio
Video

License

Usage and distribution terms

GPT-5.2 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-5.2

Proprietary

Closed source

Hy4 preview

Apache 2.0

Open weights

Release Timeline

When each model was launched

GPT-5.2 was released on 2025-12-11, while Hy4 preview was released on 2026-08-28.

Hy4 preview is 9 months newer than GPT-5.2.

GPT-5.2

Dec 11, 2025

8 months ago

Hy4 preview

Aug 28, 2026

3 days ago

8mo newer

Knowledge Cutoff

When training data ends

GPT-5.2 has a documented knowledge cutoff of 2025-08-25, while Hy4 preview's cutoff date is not specified.

We can confirm GPT-5.2's training data extends to 2025-08-25, but cannot make a direct comparison without Hy4 preview's cutoff date.

GPT-5.2

Aug 2025

Hy4 preview

Outputs Comparison

Notice missing or incorrect data?Start an Issue discussion

Judge for yourself.

Run your own prompts against GPT-5.2 and Hy4 preview side-by-side, then vote on the output you prefer.

GPT-5.2
✓ Preferred
Hy4 preview
Open in Playground

FAQ

Common questions about GPT-5.2 vs Hy4 preview.

Which is better, GPT-5.2 or Hy4 preview?

Hy4 preview leads the LLM Stats Score 51.5 to 41.9. GPT-5.2 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-5.2 compare to Hy4 preview in benchmarks?

GPT-5.2 scores AIME 2025: 100.0%, HMMT 2025: 99.4%, Tau2 Telecom: 98.7%, Graphwalks BFS <128k: 94.0%, GPQA: 92.4%. 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-5.2 and Hy4 preview?

GPT-5.2 supports 400K 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-5.2 and Hy4 preview?

Key differences include LLM Stats Score (41.9 vs 51.5), multimodal support (yes vs no), licensing (Proprietary vs Apache 2.0). See the full comparison above for benchmark-by-benchmark results.

Who makes GPT-5.2 and Hy4 preview?

GPT-5.2 is developed by OpenAI and Hy4 preview is developed by Tencent.