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Claude Opus 4.8 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 Claude Opus 4.8 and Qwen2.5 Coder 32B Instruct.

Anthropic

Claude Opus 4.8

Claude Opus 4.8 is Anthropic's most capable generally available model in the Opus family. It supports text, image, and file inputs with text output, with reasoning support and a 1M-token...

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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

SpecificationClaude Opus 4.8Qwen2.5 Coder 32B Instruct
ProviderAnthropicAlibaba
Context Window1,000,000 tokens128,000 tokens
Agent Suitability97/100N/A
Time to First Token (TTFT)520 msN/A
Deployment Modelmanaged apiself hostable
Production Stabilitybetastable
API AvailableYesYes
Released Date2026-05-272024-11-11

API Pricing Comparison

Input Price per Million Tokens

Claude Opus 4.8

$5.00

Qwen2.5 Coder 32B Instruct

$0.66

Output Price per Million Tokens

Claude Opus 4.8

$25.00

Qwen2.5 Coder 32B Instruct

$1.00

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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
9540.0%vs8120.0%
Claude Opus 4.8
Qwen2.5 Coder 32B Instruct
HumanEvalPython coding & logic synthesis
9720.0%vs9150.0%
Claude Opus 4.8
Qwen2.5 Coder 32B Instruct
MATHComplex mathematical problem solving
9410.0%vs6800.0%
Claude Opus 4.8
Qwen2.5 Coder 32B Instruct
GPQAGraduate-level expert reasoning
8650.0%vs4050.0%
Claude Opus 4.8
Qwen2.5 Coder 32B Instruct
HellaSwagCommonsense reasoning and inference
9920.0%vs8400.0%
Claude Opus 4.8
Qwen2.5 Coder 32B Instruct
MT-BenchMulti-turn conversation flow quality
980.0%vs885.0%
Claude Opus 4.8
Qwen2.5 Coder 32B Instruct

Claude Opus 4.8 Quirks & Gotchas

  • โ–ธBest-in-class for autonomous code repair and multi-agent orchestration
  • โ–ธPreview model โ€” API may introduce breaking changes without notice

Qwen2.5 Coder 32B Instruct Quirks & Gotchas

No developer gotchas reported.