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Claude Opus 4.8 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 Claude Opus 4.8 and Hy3 preview.

Anthropic

Claude Opus 4.8

Claude Opus 4.8 is Anthropic's most capable generally available model in the Opus family. It supports text, image, and file inputs with text output, with reasoning support and a 1M-token...

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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

SpecificationClaude Opus 4.8Hy3 preview
ProviderAnthropicTencent
Context Window1,000,000 tokens262,144 tokens
Agent Suitability97/100N/A
Time to First Token (TTFT)520 msN/A
Deployment Modelmanaged apimanaged api
Production Stabilitybetastable
API AvailableYesYes
Released Date2026-05-272026-04-22

API Pricing Comparison

Input Price per Million Tokens

Claude Opus 4.8

$5.00

Hy3 preview

$0.06

Output Price per Million Tokens

Claude Opus 4.8

$25.00

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
9540.0%vs8350.0%
Claude Opus 4.8
Hy3 preview
HumanEvalPython coding & logic synthesis
9720.0%vs8400.0%
Claude Opus 4.8
Hy3 preview
MATHComplex mathematical problem solving
9410.0%vs5900.0%
Claude Opus 4.8
Hy3 preview
GPQAGraduate-level expert reasoning
8650.0%vs4200.0%
Claude Opus 4.8
Hy3 preview
HellaSwagCommonsense reasoning and inference
9920.0%vs8480.0%
Claude Opus 4.8
Hy3 preview
MT-BenchMulti-turn conversation flow quality
980.0%vs882.0%
Claude Opus 4.8
Hy3 preview

Claude Opus 4.8 Quirks & Gotchas

  • โ–ธBest-in-class for autonomous code repair and multi-agent orchestration
  • โ–ธPreview model โ€” API may introduce breaking changes without notice

Hy3 preview Quirks & Gotchas

No developer gotchas reported.