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Claude Haiku 4.5 vs Qwen3 235B A22B Thinking 2507

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 Qwen3 235B A22B Thinking 2507.

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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Alibaba

Qwen3 235B A22B Thinking 2507

Qwen3-235B-A22B-Thinking-2507 is a high-performance, open-weight Mixture-of-Experts (MoE) language model optimized for complex reasoning tasks. It activates 22B of its 235B parameters per forward pass and natively supports up to 262,144...

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Technical Specifications

SpecificationClaude Haiku 4.5Qwen3 235B A22B Thinking 2507
ProviderAnthropicAlibaba
Context Window200,000 tokens262,144 tokens
Agent Suitability87/100N/A
Time to First Token (TTFT)180 msN/A
Deployment Modelmanaged apiself hostable
Production Stabilitystablestable
API AvailableYesYes
Released Date2025-10-152025-07-25

API Pricing Comparison

Input Price per Million Tokens

Claude Haiku 4.5

$1.00

Qwen3 235B A22B Thinking 2507

$0.15

Output Price per Million Tokens

Claude Haiku 4.5

$5.00

Qwen3 235B A22B Thinking 2507

$1.50

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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
8480.0%vsN/A
Claude Haiku 4.5
Qwen3 235B A22B Thinking 2507
HumanEvalPython coding & logic synthesis
8600.0%vsN/A
Claude Haiku 4.5
Qwen3 235B A22B Thinking 2507
MATHComplex mathematical problem solving
7500.0%vsN/A
Claude Haiku 4.5
Qwen3 235B A22B Thinking 2507
GPQAGraduate-level expert reasoning
5500.0%vsN/A
Claude Haiku 4.5
Qwen3 235B A22B Thinking 2507
HellaSwagCommonsense reasoning and inference
9350.0%vsN/A
Claude Haiku 4.5
Qwen3 235B A22B Thinking 2507
MT-BenchMulti-turn conversation flow quality
890.0%vsN/A
Claude Haiku 4.5
Qwen3 235B A22B Thinking 2507

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

Qwen3 235B A22B Thinking 2507 Quirks & Gotchas

No developer gotchas reported.