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Claude Opus 4.8 vs Qwen3 VL 235B A22B 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 Qwen3 VL 235B A22B 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

Qwen3 VL 235B A22B Instruct

Qwen3-VL-235B-A22B Instruct is an open-weight multimodal model that unifies strong text generation with visual understanding across images and video. The Instruct model targets general vision-language use (VQA, document parsing, chart/table...

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Technical Specifications

SpecificationClaude Opus 4.8Qwen3 VL 235B A22B Instruct
ProviderAnthropicAlibaba
Context Window1,000,000 tokens262,144 tokens
Agent Suitability97/100N/A
Time to First Token (TTFT)520 msN/A
Deployment Modelmanaged apiself hostable
Production Stabilitybetastable
API AvailableYesYes
Released Date2026-05-272025-09-23

API Pricing Comparison

Input Price per Million Tokens

Claude Opus 4.8

$5.00

Qwen3 VL 235B A22B Instruct

$0.20

Output Price per Million Tokens

Claude Opus 4.8

$25.00

Qwen3 VL 235B A22B Instruct

$0.88

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

Qwen3 VL 235B A22B Instruct Quirks & Gotchas

No developer gotchas reported.