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Claude Sonnet 4 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 and Qwen3 VL 235B A22B Instruct.

Anthropic

Claude Sonnet 4

Claude Sonnet 4 significantly enhances the capabilities of its predecessor, Sonnet 3.7, excelling in both coding and reasoning tasks with improved precision and controllability. Achieving state-of-the-art performance on SWE-bench (72.7%),...

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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 4Qwen3 VL 235B A22B Instruct
ProviderAnthropicAlibaba
Context Window1,000,000 tokens262,144 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelmanaged apiself hostable
Production Stabilitybetastable
API AvailableYesYes
Released Date2025-05-222025-09-23

API Pricing Comparison

Input Price per Million Tokens

Claude Sonnet 4

$3.00

Qwen3 VL 235B A22B Instruct

$0.20

Output Price per Million Tokens

Claude Sonnet 4

$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
8800.0%vsN/A
Claude Sonnet 4
Qwen3 VL 235B A22B Instruct
HumanEvalPython coding & logic synthesis
9150.0%vsN/A
Claude Sonnet 4
Qwen3 VL 235B A22B Instruct
MATHComplex mathematical problem solving
7880.0%vsN/A
Claude Sonnet 4
Qwen3 VL 235B A22B Instruct
GPQAGraduate-level expert reasoning
6050.0%vsN/A
Claude Sonnet 4
Qwen3 VL 235B A22B Instruct
HellaSwagCommonsense reasoning and inference
9500.0%vsN/A
Claude Sonnet 4
Qwen3 VL 235B A22B Instruct
MT-BenchMulti-turn conversation flow quality
920.0%vsN/A
Claude Sonnet 4
Qwen3 VL 235B A22B Instruct

Claude Sonnet 4 Quirks & Gotchas

No developer gotchas reported.

Qwen3 VL 235B A22B Instruct Quirks & Gotchas

No developer gotchas reported.