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Claude Opus 4.6 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 4.6 and Qwen3 VL 235B A22B Instruct.

Anthropic

Claude Opus 4.6

Opus 4.6 is Anthropic’s strongest model for coding and long-running professional tasks. It is built for agents that operate across entire workflows rather than single prompts, making it especially effective...

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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 4.6Qwen3 VL 235B A22B Instruct
ProviderAnthropicAlibaba
Context Window1,000,000 tokens262,144 tokens
Agent Suitability95/100N/A
Time to First Token (TTFT)500 msN/A
Deployment Modelmanaged apiself hostable
Production Stabilitystablestable
API AvailableYesYes
Released Date2026-02-042025-09-23

API Pricing Comparison

Input Price per Million Tokens

Claude Opus 4.6

$5.00

Qwen3 VL 235B A22B Instruct

$0.20

Output Price per Million Tokens

Claude Opus 4.6

$25.00

Qwen3 VL 235B A22B Instruct

$0.88

Want to test both models live?

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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
9250.0%vsN/A
Claude Opus 4.6
Qwen3 VL 235B A22B Instruct
HumanEvalPython coding & logic synthesis
9450.0%vsN/A
Claude Opus 4.6
Qwen3 VL 235B A22B Instruct
MATHComplex mathematical problem solving
8890.0%vsN/A
Claude Opus 4.6
Qwen3 VL 235B A22B Instruct
GPQAGraduate-level expert reasoning
7980.0%vsN/A
Claude Opus 4.6
Qwen3 VL 235B A22B Instruct
HellaSwagCommonsense reasoning and inference
9750.0%vsN/A
Claude Opus 4.6
Qwen3 VL 235B A22B Instruct
MT-BenchMulti-turn conversation flow quality
965.0%vsN/A
Claude Opus 4.6
Qwen3 VL 235B A22B Instruct

Claude Opus 4.6 Quirks & Gotchas

  • Best for long-context document analysis and legal review
  • Tool calling requires structured prompt — prone to verbose refusal without explicit output schema

Qwen3 VL 235B A22B Instruct Quirks & Gotchas

No developer gotchas reported.