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Claude Sonnet 4.5 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 4.5 and Qwen3.5-122B-A10B.

Anthropic

Claude Sonnet 4.5

Claude Sonnet 4.5 is Anthropic’s most advanced Sonnet model to date, optimized for real-world agents and coding workflows. It delivers state-of-the-art performance on coding benchmarks such as SWE-bench Verified, with...

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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 4.5Qwen3.5-122B-A10B
ProviderAnthropicAlibaba
Context Window1,000,000 tokens262,144 tokens
Agent Suitability91/100N/A
Time to First Token (TTFT)380 msN/A
Deployment Modelmanaged apiself hostable
Production Stabilitystablestable
API AvailableYesYes
Released Date2025-09-292026-02-25

API Pricing Comparison

Input Price per Million Tokens

Claude Sonnet 4.5

$3.00

Qwen3.5-122B-A10B

$0.26

Output Price per Million Tokens

Claude Sonnet 4.5

$15.00

Qwen3.5-122B-A10B

$2.08

Want to test both models live?

Run side-by-side prompt prompts in our dynamic Sandbox. Check execution speeds, latency metrics, and compute actual costs in real-time.

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
8950.0%vsN/A
Claude Sonnet 4.5
Qwen3.5-122B-A10B
HumanEvalPython coding & logic synthesis
9280.0%vsN/A
Claude Sonnet 4.5
Qwen3.5-122B-A10B
MATHComplex mathematical problem solving
8000.0%vsN/A
Claude Sonnet 4.5
Qwen3.5-122B-A10B
GPQAGraduate-level expert reasoning
6250.0%vsN/A
Claude Sonnet 4.5
Qwen3.5-122B-A10B
HellaSwagCommonsense reasoning and inference
9580.0%vsN/A
Claude Sonnet 4.5
Qwen3.5-122B-A10B
MT-BenchMulti-turn conversation flow quality
930.0%vsN/A
Claude Sonnet 4.5
Qwen3.5-122B-A10B

Claude Sonnet 4.5 Quirks & Gotchas

  • Excellent for long-form writing and nuanced document analysis
  • Slightly slower than Sonnet 4.6 — upgrade for production agentic use

Qwen3.5-122B-A10B Quirks & Gotchas

No developer gotchas reported.