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MiniMax M3 vs Qwen 2.5-Coder 32B

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 MiniMax M3 and Qwen 2.5-Coder 32B.

MiniMax

MiniMax M3

MiniMax-M3 is a multimodal foundation model from MiniMax. It supports text, image, and video inputs with text output, a 1M-token context window, and is suited for long-horizon agentic work, coding,...

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Alibaba

Qwen 2.5-Coder 32B

Qwen 2.5-Coder 32B is Alibaba's specialized code generation model built on the Qwen 2.5 architecture, fine-tuned on a massive corpus of code repositories, technical documentation, and programming discussions. It achieves competitive results against GPT-4o and Claude Sonnet on coding benchmarks like HumanEval, MBPP, and LiveCodeBench while supporting a broad range of programming languages from Python and JavaScript to Rust and Go. Its 128K context window enables whole-repository analysis and complex multi-file refactoring tasks.

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Technical Specifications

SpecificationMiniMax M3Qwen 2.5-Coder 32B
ProviderMiniMaxAlibaba
Context Window1,048,576 tokens131,072 tokens
Agent SuitabilityN/A89/100
Time to First Token (TTFT)N/A260 ms
Deployment Modelmanaged apiself hostable
Production Stabilitybetastable
API AvailableYesYes
Released Date2026-05-312025-11-12

API Pricing Comparison

Input Price per Million Tokens

MiniMax M3

$0.30

Qwen 2.5-Coder 32B

$0.35

Output Price per Million Tokens

MiniMax M3

$1.20

Qwen 2.5-Coder 32B

$0.70

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
8400.0%vsN/A
MiniMax M3
Qwen 2.5-Coder 32B
HumanEvalPython coding & logic synthesis
8350.0%vsN/A
MiniMax M3
Qwen 2.5-Coder 32B
MATHComplex mathematical problem solving
6200.0%vsN/A
MiniMax M3
Qwen 2.5-Coder 32B
GPQAGraduate-level expert reasoning
4250.0%vsN/A
MiniMax M3
Qwen 2.5-Coder 32B
HellaSwagCommonsense reasoning and inference
8520.0%vsN/A
MiniMax M3
Qwen 2.5-Coder 32B
MT-BenchMulti-turn conversation flow quality
888.0%vsN/A
MiniMax M3
Qwen 2.5-Coder 32B

MiniMax M3 Quirks & Gotchas

No developer gotchas reported.

Qwen 2.5-Coder 32B Quirks & Gotchas

  • โ–ธStrong code generation across 40+ languages โ€” excellent for multi-language repos
  • โ–ธAvailable via Alibaba Cloud API or self-hosted