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Claude Sonnet 4.5 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 Sonnet 4.5 and Hy3 preview.

Anthropic

Claude Sonnet 4.5

Claude Sonnet 4.5 is Anthropic’s most advanced Sonnet model to date, optimized for real-world agents and coding workflows. It delivers state-of-the-art performance on coding benchmarks such as SWE-bench Verified, with...

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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 Sonnet 4.5Hy3 preview
ProviderAnthropicTencent
Context Window1,000,000 tokens262,144 tokens
Agent Suitability91/100N/A
Time to First Token (TTFT)380 msN/A
Deployment Modelmanaged apimanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2025-09-292026-04-22

API Pricing Comparison

Input Price per Million Tokens

Claude Sonnet 4.5

$3.00

Hy3 preview

$0.06

Output Price per Million Tokens

Claude Sonnet 4.5

$15.00

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
8950.0%vs8350.0%
Claude Sonnet 4.5
Hy3 preview
HumanEvalPython coding & logic synthesis
9280.0%vs8400.0%
Claude Sonnet 4.5
Hy3 preview
MATHComplex mathematical problem solving
8000.0%vs5900.0%
Claude Sonnet 4.5
Hy3 preview
GPQAGraduate-level expert reasoning
6250.0%vs4200.0%
Claude Sonnet 4.5
Hy3 preview
HellaSwagCommonsense reasoning and inference
9580.0%vs8480.0%
Claude Sonnet 4.5
Hy3 preview
MT-BenchMulti-turn conversation flow quality
930.0%vs882.0%
Claude Sonnet 4.5
Hy3 preview

Claude Sonnet 4.5 Quirks & Gotchas

  • Excellent for long-form writing and nuanced document analysis
  • Slightly slower than Sonnet 4.6 — upgrade for production agentic use

Hy3 preview Quirks & Gotchas

No developer gotchas reported.