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Claude Haiku 4.5 vs Qwen 2.5 72B

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 Qwen 2.5 72B.

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

Qwen 2.5 72B

Qwen 2.5 72B is Alibaba Cloud's flagship open-weight large language model from the Qwen 2.5 generation, delivering GPT-4-class performance across general reasoning, coding, mathematics, and multilingual tasks with strong Chinese-language superiority. It supports a 131,072-token context window and is available under a permissive Apache 2.0 license for both research and commercial use, making it one of the most popular open-weight alternatives to Llama for bilingual applications.

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Technical Specifications

SpecificationClaude Haiku 4.5Qwen 2.5 72B
ProviderAnthropicAlibaba
Context Window200,000 tokens131,072 tokens
Agent Suitability87/10088/100
Time to First Token (TTFT)180 ms280 ms
Deployment Modelmanaged apiself hostable
Production Stabilitystablestable
API AvailableYesYes
Released Date2025-10-152025-09-19

API Pricing Comparison

Input Price per Million Tokens

Claude Haiku 4.5

$1.00

Qwen 2.5 72B

$0.40

Output Price per Million Tokens

Claude Haiku 4.5

$5.00

Qwen 2.5 72B

$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
Qwen 2.5 72B
HumanEvalPython coding & logic synthesis
8600.0%vsN/A
Claude Haiku 4.5
Qwen 2.5 72B
MATHComplex mathematical problem solving
7500.0%vsN/A
Claude Haiku 4.5
Qwen 2.5 72B
GPQAGraduate-level expert reasoning
5500.0%vsN/A
Claude Haiku 4.5
Qwen 2.5 72B
HellaSwagCommonsense reasoning and inference
9350.0%vsN/A
Claude Haiku 4.5
Qwen 2.5 72B
MT-BenchMulti-turn conversation flow quality
890.0%vsN/A
Claude Haiku 4.5
Qwen 2.5 72B

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

Qwen 2.5 72B Quirks & Gotchas

  • Strong bilingual (ZH/EN) performance — best open model for Chinese-language tasks
  • Self-hostable via vLLM or Ollama with 4-bit quantization