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o4 Mini High vs Qwen2.5 Coder 32B Instruct

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 o4 Mini High and Qwen2.5 Coder 32B Instruct.

OpenAI

o4 Mini High

OpenAI o4-mini-high is the same model as [o4-mini](/openai/o4-mini) with reasoning_effort set to high. OpenAI o4-mini is a compact reasoning model in the o-series, optimized for fast, cost-efficient performance while retaining...

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Alibaba

Qwen2.5 Coder 32B Instruct

Qwen2.5-Coder is the latest series of Code-Specific Qwen large language models (formerly known as CodeQwen). Qwen2.5-Coder brings the following improvements upon CodeQwen1.5: - Significantly improvements in **code generation**, **code reasoning**...

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Technical Specifications

Specificationo4 Mini HighQwen2.5 Coder 32B Instruct
ProviderOpenAIAlibaba
Context Window200,000 tokens128,000 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelmanaged apiself hostable
Production Stabilitystablestable
API AvailableYesYes
Released Date2025-04-162024-11-11

API Pricing Comparison

Input Price per Million Tokens

o4 Mini High

$1.10

Qwen2.5 Coder 32B Instruct

$0.66

Output Price per Million Tokens

o4 Mini High

$4.40

Qwen2.5 Coder 32B Instruct

$1.00

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
N/Avs8120.0%
o4 Mini High
Qwen2.5 Coder 32B Instruct
HumanEvalPython coding & logic synthesis
N/Avs9150.0%
o4 Mini High
Qwen2.5 Coder 32B Instruct
MATHComplex mathematical problem solving
N/Avs6800.0%
o4 Mini High
Qwen2.5 Coder 32B Instruct
GPQAGraduate-level expert reasoning
N/Avs4050.0%
o4 Mini High
Qwen2.5 Coder 32B Instruct
HellaSwagCommonsense reasoning and inference
N/Avs8400.0%
o4 Mini High
Qwen2.5 Coder 32B Instruct
MT-BenchMulti-turn conversation flow quality
N/Avs885.0%
o4 Mini High
Qwen2.5 Coder 32B Instruct

o4 Mini High Quirks & Gotchas

No developer gotchas reported.

Qwen2.5 Coder 32B Instruct Quirks & Gotchas

No developer gotchas reported.