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Claude Sonnet 4.5 vs Qwen3 Next 80B A3B Thinking

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 Next 80B A3B Thinking.

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 Next 80B A3B Thinking

Qwen3-Next-80B-A3B-Thinking is a reasoning-first chat model in the Qwen3-Next line that outputs structured “thinking” traces by default. It’s designed for hard multi-step problems; math proofs, code synthesis/debugging, logic, and agentic...

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Technical Specifications

SpecificationClaude Sonnet 4.5Qwen3 Next 80B A3B Thinking
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 Date2025-09-292025-09-11

API Pricing Comparison

Input Price per Million Tokens

Claude Sonnet 4.5

$3.00

Qwen3 Next 80B A3B Thinking

$0.10

Output Price per Million Tokens

Claude Sonnet 4.5

$15.00

Qwen3 Next 80B A3B Thinking

$0.78

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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
8950.0%vsN/A
Claude Sonnet 4.5
Qwen3 Next 80B A3B Thinking
HumanEvalPython coding & logic synthesis
9280.0%vsN/A
Claude Sonnet 4.5
Qwen3 Next 80B A3B Thinking
MATHComplex mathematical problem solving
8000.0%vsN/A
Claude Sonnet 4.5
Qwen3 Next 80B A3B Thinking
GPQAGraduate-level expert reasoning
6250.0%vsN/A
Claude Sonnet 4.5
Qwen3 Next 80B A3B Thinking
HellaSwagCommonsense reasoning and inference
9580.0%vsN/A
Claude Sonnet 4.5
Qwen3 Next 80B A3B Thinking
MT-BenchMulti-turn conversation flow quality
930.0%vsN/A
Claude Sonnet 4.5
Qwen3 Next 80B A3B Thinking

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 Next 80B A3B Thinking Quirks & Gotchas

No developer gotchas reported.