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GPT-5.1-Codex-Max vs Hy3 preview

How do these models stack up? Below is an expert side-by-side comparison of specifications, context window capacity, live pricing per million tokens, and standardized benchmark scores for GPT-5.1-Codex-Max and Hy3 preview.

OpenAI

GPT-5.1-Codex-Max

GPT-5.1-Codex-Max is OpenAI’s latest agentic coding model, designed for long-running, high-context software development tasks. It is based on an updated version of the 5.1 reasoning stack and trained on agentic...

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Tencent

Hy3 preview

Hy3 preview is a high-efficiency Mixture-of-Experts model from Tencent designed for agentic workflows and production use. It supports configurable reasoning levels across disabled, low, and high modes, allowing it to...

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Technical Specifications

SpecificationGPT-5.1-Codex-MaxHy3 preview
ProviderOpenAITencent
Context Window400,000 tokens262,144 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelmanaged apimanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2025-12-042026-04-22

API Pricing Comparison

Input Price per Million Tokens

GPT-5.1-Codex-Max

$1.25

Hy3 preview

$0.06

Output Price per Million Tokens

GPT-5.1-Codex-Max

$10.00

Hy3 preview

$0.21

Want to test both models live?

Run side-by-side prompt prompts in our dynamic Sandbox. Check execution speeds, latency metrics, and compute actual costs in real-time.

Benchmark Performance Metrics

Scores show the raw performance percentages verified across key evaluation suites. Higher bars indicate superior accuracy and capability in that domain.

MMLUGeneral knowledge & multi-task understanding
N/Avs8350.0%
GPT-5.1-Codex-Max
Hy3 preview
HumanEvalPython coding & logic synthesis
N/Avs8400.0%
GPT-5.1-Codex-Max
Hy3 preview
MATHComplex mathematical problem solving
N/Avs5900.0%
GPT-5.1-Codex-Max
Hy3 preview
GPQAGraduate-level expert reasoning
N/Avs4200.0%
GPT-5.1-Codex-Max
Hy3 preview
HellaSwagCommonsense reasoning and inference
N/Avs8480.0%
GPT-5.1-Codex-Max
Hy3 preview
MT-BenchMulti-turn conversation flow quality
N/Avs882.0%
GPT-5.1-Codex-Max
Hy3 preview

GPT-5.1-Codex-Max Quirks & Gotchas

No developer gotchas reported.

Hy3 preview Quirks & Gotchas

No developer gotchas reported.