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Claude Sonnet 4 vs Qwen3.5-122B-A10B

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 Qwen3.5-122B-A10B.

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

Qwen3.5-122B-A10B

The Qwen3.5 122B-A10B native vision-language model is built on a hybrid architecture that integrates a linear attention mechanism with a sparse mixture-of-experts model, achieving higher inference efficiency. In terms of...

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Technical Specifications

SpecificationClaude Sonnet 4Qwen3.5-122B-A10B
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 Date2025-05-222026-02-25

API Pricing Comparison

Input Price per Million Tokens

Claude Sonnet 4

$3.00

Qwen3.5-122B-A10B

$0.26

Output Price per Million Tokens

Claude Sonnet 4

$15.00

Qwen3.5-122B-A10B

$2.08

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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
Qwen3.5-122B-A10B
HumanEvalPython coding & logic synthesis
9150.0%vsN/A
Claude Sonnet 4
Qwen3.5-122B-A10B
MATHComplex mathematical problem solving
7880.0%vsN/A
Claude Sonnet 4
Qwen3.5-122B-A10B
GPQAGraduate-level expert reasoning
6050.0%vsN/A
Claude Sonnet 4
Qwen3.5-122B-A10B
HellaSwagCommonsense reasoning and inference
9500.0%vsN/A
Claude Sonnet 4
Qwen3.5-122B-A10B
MT-BenchMulti-turn conversation flow quality
920.0%vsN/A
Claude Sonnet 4
Qwen3.5-122B-A10B

Claude Sonnet 4 Quirks & Gotchas

No developer gotchas reported.

Qwen3.5-122B-A10B Quirks & Gotchas

No developer gotchas reported.