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Claude Opus 4.6 vs Qwen3 Coder 30B A3B 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 Opus 4.6 and Qwen3 Coder 30B A3B Instruct.

Anthropic

Claude Opus 4.6

Opus 4.6 is Anthropic’s strongest model for coding and long-running professional tasks. It is built for agents that operate across entire workflows rather than single prompts, making it especially effective...

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Alibaba

Qwen3 Coder 30B A3B Instruct

Qwen3-Coder-30B-A3B-Instruct is a 30.5B parameter Mixture-of-Experts (MoE) model with 128 experts (8 active per forward pass), designed for advanced code generation, repository-scale understanding, and agentic tool use. Built on the...

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Technical Specifications

SpecificationClaude Opus 4.6Qwen3 Coder 30B A3B Instruct
ProviderAnthropicAlibaba
Context Window1,000,000 tokens160,000 tokens
Agent Suitability95/100N/A
Time to First Token (TTFT)500 msN/A
Deployment Modelmanaged apiself hostable
Production Stabilitystablestable
API AvailableYesYes
Released Date2026-02-042025-07-31

API Pricing Comparison

Input Price per Million Tokens

Claude Opus 4.6

$5.00

Qwen3 Coder 30B A3B Instruct

$0.07

Output Price per Million Tokens

Claude Opus 4.6

$25.00

Qwen3 Coder 30B A3B Instruct

$0.27

Want to test both models live?

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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
9250.0%vsN/A
Claude Opus 4.6
Qwen3 Coder 30B A3B Instruct
HumanEvalPython coding & logic synthesis
9450.0%vsN/A
Claude Opus 4.6
Qwen3 Coder 30B A3B Instruct
MATHComplex mathematical problem solving
8890.0%vsN/A
Claude Opus 4.6
Qwen3 Coder 30B A3B Instruct
GPQAGraduate-level expert reasoning
7980.0%vsN/A
Claude Opus 4.6
Qwen3 Coder 30B A3B Instruct
HellaSwagCommonsense reasoning and inference
9750.0%vsN/A
Claude Opus 4.6
Qwen3 Coder 30B A3B Instruct
MT-BenchMulti-turn conversation flow quality
965.0%vsN/A
Claude Opus 4.6
Qwen3 Coder 30B A3B Instruct

Claude Opus 4.6 Quirks & Gotchas

  • Best for long-context document analysis and legal review
  • Tool calling requires structured prompt — prone to verbose refusal without explicit output schema

Qwen3 Coder 30B A3B Instruct Quirks & Gotchas

No developer gotchas reported.