GPT-5.1 Codex High vs Hy4 preview
Hy4 preview leads the LLM Stats Score 50.7 to 29.4.
OpenAI · Tencent · Updated for 2026
Which is better?
Hy4 preview leads the overall LLM Stats Score 50.7 to 29.4, ranking #15 overall.
Based on current LLM Stats indexes, shared benchmarks, pricing, and model metadata for 2026.
Choose GPT-5.1 Codex High
- you want predictable pricing at $1.25/M input and $10.00/M output
Choose Hy4 preview
- overall performance matters — it scores 50.7 and ranks #15 on LLM Stats
- your work emphasizes reasoning — it leads those capability indexes
- 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.
Individual benchmarks
1 reported for GPT-5.1 Codex High · 32 for Hy4 preview
GPT-5.1 Codex High and Hy4 previewdon't have any common benchmark datasets to compare. They may have been evaluated on different testing suites.
Human preference
Blind head-to-head votes and playground preference scores
Context Window
Maximum input and output token capacity
Only GPT-5.1 Codex High specifies input context (400,000 tokens). Only GPT-5.1 Codex High specifies output context (128,000 tokens).
Input capabilities
Documented input modalities across available providers
GPT-5.1 Codex High supports multimodal inputs, whereas Hy4 preview does not.
GPT-5.1 Codex High can handle both text and other forms of data like images, making it suitable for multimodal applications.
GPT-5.1 Codex High
Hy4 preview
License
Usage and distribution terms
GPT-5.1 Codex High 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.
Proprietary
Closed source
Apache 2.0
Open weights
Release Timeline
When each model was launched
GPT-5.1 Codex High was released on 2025-11-12, while Hy4 preview was released on 2026-08-28.
Hy4 preview is 10 months newer than GPT-5.1 Codex High.
Nov 12, 2025
10 months ago
Aug 28, 2026
3 weeks ago
9mo newerKnowledge Cutoff
When training data ends
Neither model specifies a knowledge cutoff date.
Unable to compare the recency of their training data.
Outputs Comparison
Judge for yourself.
Run your own prompts against GPT-5.1 Codex High and Hy4 preview side-by-side, then vote on the output you prefer.
FAQ
Common questions about GPT-5.1 Codex High vs Hy4 preview.