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Qwen2.5 Coder 32B Instruct vs Qwen3 30B A3B 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 Qwen2.5 Coder 32B Instruct and Qwen3 30B A3B Thinking 2507.

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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Alibaba

Qwen3 30B A3B Thinking 2507

Qwen3-30B-A3B-Thinking-2507 is a 30B parameter Mixture-of-Experts reasoning model optimized for complex tasks requiring extended multi-step thinking. The model is designed specifically for “thinking mode,” where internal reasoning traces are separated...

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Technical Specifications

SpecificationQwen2.5 Coder 32B InstructQwen3 30B A3B Thinking 2507
ProviderAlibabaAlibaba
Context Window128,000 tokens131,072 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelself hostableself hostable
Production Stabilitystablestable
API AvailableYesYes
Released Date2024-11-112025-08-28

API Pricing Comparison

Input Price per Million Tokens

Qwen2.5 Coder 32B Instruct

$0.66

Qwen3 30B A3B Thinking 2507

$0.13

Output Price per Million Tokens

Qwen2.5 Coder 32B Instruct

$1.00

Qwen3 30B A3B Thinking 2507

$1.56

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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
8120.0%vsN/A
Qwen2.5 Coder 32B Instruct
Qwen3 30B A3B Thinking 2507
HumanEvalPython coding & logic synthesis
9150.0%vsN/A
Qwen2.5 Coder 32B Instruct
Qwen3 30B A3B Thinking 2507
MATHComplex mathematical problem solving
6800.0%vsN/A
Qwen2.5 Coder 32B Instruct
Qwen3 30B A3B Thinking 2507
GPQAGraduate-level expert reasoning
4050.0%vsN/A
Qwen2.5 Coder 32B Instruct
Qwen3 30B A3B Thinking 2507
HellaSwagCommonsense reasoning and inference
8400.0%vsN/A
Qwen2.5 Coder 32B Instruct
Qwen3 30B A3B Thinking 2507
MT-BenchMulti-turn conversation flow quality
885.0%vsN/A
Qwen2.5 Coder 32B Instruct
Qwen3 30B A3B Thinking 2507

Qwen2.5 Coder 32B Instruct Quirks & Gotchas

No developer gotchas reported.

Qwen3 30B A3B Thinking 2507 Quirks & Gotchas

No developer gotchas reported.