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

Anthropic

Claude Sonnet 4.6

Sonnet 4.6 is Anthropic's most capable Sonnet-class model yet, with frontier performance across coding, agents, and professional work. It excels at iterative development, complex codebase navigation, end-to-end project management with...

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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 Sonnet 4.6Qwen3 VL 235B A22B Instruct
ProviderAnthropicAlibaba
Context Window1,000,000 tokens262,144 tokens
Agent Suitability94/100N/A
Time to First Token (TTFT)350 msN/A
Deployment Modelmanaged apiself hostable
Production Stabilitystablestable
API AvailableYesYes
Released Date2026-02-172025-09-23

API Pricing Comparison

Input Price per Million Tokens

Claude Sonnet 4.6

$3.00

Qwen3 VL 235B A22B Instruct

$0.20

Output Price per Million Tokens

Claude Sonnet 4.6

$15.00

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
9040.0%vsN/A
Claude Sonnet 4.6
Qwen3 VL 235B A22B Instruct
HumanEvalPython coding & logic synthesis
9370.0%vsN/A
Claude Sonnet 4.6
Qwen3 VL 235B A22B Instruct
MATHComplex mathematical problem solving
8230.0%vsN/A
Claude Sonnet 4.6
Qwen3 VL 235B A22B Instruct
GPQAGraduate-level expert reasoning
6500.0%vsN/A
Claude Sonnet 4.6
Qwen3 VL 235B A22B Instruct
HellaSwagCommonsense reasoning and inference
9600.0%vsN/A
Claude Sonnet 4.6
Qwen3 VL 235B A22B Instruct
MT-BenchMulti-turn conversation flow quality
940.0%vsN/A
Claude Sonnet 4.6
Qwen3 VL 235B A22B Instruct

Claude Sonnet 4.6 Quirks & Gotchas

  • ▸Best balance of speed and capability — default for most Claude integrations
  • ▸Computer-use (beta) feature enables autonomous UI interaction

Qwen3 VL 235B A22B Instruct Quirks & Gotchas

No developer gotchas reported.