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Claude Opus 4 vs Hy3

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 Claude Opus 4 and Hy3.

Anthropic

Claude Opus 4

Claude Opus 4 is benchmarked as the world’s best coding model, at time of release, bringing sustained performance on complex, long-running tasks and agent workflows. It sets new benchmarks in...

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Tencent

Hy3

Hy3 is a 295B-parameter Mixture-of-Experts model from Tencent (21B active, 192 experts with top-8 routing) built for reasoning, agentic workflows, and real-world production use. It supports a configurable reasoning effort:...

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Technical Specifications

SpecificationClaude Opus 4Hy3
ProviderAnthropicTencent
Context Window200,000 tokens262,144 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelmanaged apimanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2025-05-222026-07-06

API Pricing Comparison

Input Price per Million Tokens

Claude Opus 4

$15.00

Hy3

$0.20

Output Price per Million Tokens

Claude Opus 4

$75.00

Hy3

$0.80

Want to test both models live?

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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
9050.0%vsN/A
Claude Opus 4
Hy3
HumanEvalPython coding & logic synthesis
9300.0%vsN/A
Claude Opus 4
Hy3
MATHComplex mathematical problem solving
8540.0%vsN/A
Claude Opus 4
Hy3
GPQAGraduate-level expert reasoning
7230.0%vsN/A
Claude Opus 4
Hy3
HellaSwagCommonsense reasoning and inference
9650.0%vsN/A
Claude Opus 4
Hy3
MT-BenchMulti-turn conversation flow quality
945.0%vsN/A
Claude Opus 4
Hy3

Claude Opus 4 Quirks & Gotchas

No developer gotchas reported.

Hy3 Quirks & Gotchas

No developer gotchas reported.