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Claude Opus 4.8 vs Qwen3 235B A22B

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 Qwen3 235B A22B.

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

Qwen3 235B A22B

Qwen3-235B-A22B is a 235B parameter mixture-of-experts (MoE) model developed by Qwen, activating 22B parameters per forward pass. It supports seamless switching between a "thinking" mode for complex reasoning, math, and...

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Technical Specifications

SpecificationClaude Opus 4.8Qwen3 235B A22B
ProviderAnthropicAlibaba
Context Window1,000,000 tokens131,072 tokens
Agent Suitability97/100N/A
Time to First Token (TTFT)520 msN/A
Deployment Modelmanaged apiself hostable
Production Stabilitybetastable
API AvailableYesYes
Released Date2026-05-272025-04-28

API Pricing Comparison

Input Price per Million Tokens

Claude Opus 4.8

$5.00

Qwen3 235B A22B

$0.46

Output Price per Million Tokens

Claude Opus 4.8

$25.00

Qwen3 235B A22B

$1.82

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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%vsN/A
Claude Opus 4.8
Qwen3 235B A22B
HumanEvalPython coding & logic synthesis
9720.0%vsN/A
Claude Opus 4.8
Qwen3 235B A22B
MATHComplex mathematical problem solving
9410.0%vsN/A
Claude Opus 4.8
Qwen3 235B A22B
GPQAGraduate-level expert reasoning
8650.0%vsN/A
Claude Opus 4.8
Qwen3 235B A22B
HellaSwagCommonsense reasoning and inference
9920.0%vsN/A
Claude Opus 4.8
Qwen3 235B A22B
MT-BenchMulti-turn conversation flow quality
980.0%vsN/A
Claude Opus 4.8
Qwen3 235B A22B

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

Qwen3 235B A22B Quirks & Gotchas

No developer gotchas reported.