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o3 Mini 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 o3 Mini and Qwen 2.5 72B.

OpenAI

o3 Mini

OpenAI o3-mini is a cost-efficient language model optimized for STEM reasoning tasks, particularly excelling in science, mathematics, and coding. This model supports the `reasoning_effort` parameter, which can be set to...

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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

Specificationo3 MiniQwen 2.5 72B
ProviderOpenAIAlibaba
Context Window200,000 tokens131,072 tokens
Agent Suitability91/10088/100
Time to First Token (TTFT)800 ms280 ms
Deployment Modelmanaged apiself hostable
Production Stabilitystablestable
API AvailableYesYes
Released Date2025-01-312025-09-19

API Pricing Comparison

Input Price per Million Tokens

o3 Mini

$1.10

Qwen 2.5 72B

$0.40

Output Price per Million Tokens

o3 Mini

$4.40

Qwen 2.5 72B

$0.80

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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
8790.0%vsN/A
o3 Mini
Qwen 2.5 72B
HumanEvalPython coding & logic synthesis
9020.0%vsN/A
o3 Mini
Qwen 2.5 72B
MATHComplex mathematical problem solving
9020.0%vsN/A
o3 Mini
Qwen 2.5 72B
GPQAGraduate-level expert reasoning
6850.0%vsN/A
o3 Mini
Qwen 2.5 72B
HellaSwagCommonsense reasoning and inference
8900.0%vsN/A
o3 Mini
Qwen 2.5 72B
MT-BenchMulti-turn conversation flow quality
910.0%vsN/A
o3 Mini
Qwen 2.5 72B

o3 Mini Quirks & Gotchas

  • โ–ธBest cost/performance ratio for reasoning tasks in the OpenAI lineup
  • โ–ธStill slower than GPT-5 for simple tool calls โ€” route accordingly

Qwen 2.5 72B Quirks & Gotchas

  • โ–ธStrong bilingual (ZH/EN) performance โ€” best open model for Chinese-language tasks
  • โ–ธSelf-hostable via vLLM or Ollama with 4-bit quantization