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Claude Haiku 4.5 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 Haiku 4.5 and Hy3.

Anthropic

Claude Haiku 4.5

Claude Haiku 4.5 is Anthropic’s fastest and most efficient model, delivering near-frontier intelligence at a fraction of the cost and latency of larger Claude models. Matching Claude Sonnet 4’s performance...

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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 Haiku 4.5Hy3
ProviderAnthropicTencent
Context Window200,000 tokens262,144 tokens
Agent Suitability87/100N/A
Time to First Token (TTFT)180 msN/A
Deployment Modelmanaged apimanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2025-10-152026-07-06

API Pricing Comparison

Input Price per Million Tokens

Claude Haiku 4.5

$1.00

Hy3

$0.20

Output Price per Million Tokens

Claude Haiku 4.5

$5.00

Hy3

$0.80

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
8480.0%vsN/A
Claude Haiku 4.5
Hy3
HumanEvalPython coding & logic synthesis
8600.0%vsN/A
Claude Haiku 4.5
Hy3
MATHComplex mathematical problem solving
7500.0%vsN/A
Claude Haiku 4.5
Hy3
GPQAGraduate-level expert reasoning
5500.0%vsN/A
Claude Haiku 4.5
Hy3
HellaSwagCommonsense reasoning and inference
9350.0%vsN/A
Claude Haiku 4.5
Hy3
MT-BenchMulti-turn conversation flow quality
890.0%vsN/A
Claude Haiku 4.5
Hy3

Claude Haiku 4.5 Quirks & Gotchas

  • Fastest TTFT in the Claude lineup — ideal for real-time chat
  • Tool calling limited compared to Sonnet — best for simple classification and routing

Hy3 Quirks & Gotchas

No developer gotchas reported.