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Claude Opus 4.8 vs Qwen3 30B A3B Instruct 2507

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 4.8 and Qwen3 30B A3B Instruct 2507.

Anthropic

Claude Opus 4.8

Claude Opus 4.8 is Anthropic's most capable generally available model in the Opus family. It supports text, image, and file inputs with text output, with reasoning support and a 1M-token...

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Alibaba

Qwen3 30B A3B Instruct 2507

Qwen3-30B-A3B-Instruct-2507 is a 30.5B-parameter mixture-of-experts language model from Qwen, with 3.3B active parameters per inference. It operates in non-thinking mode and is designed for high-quality instruction following, multilingual understanding, and...

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Technical Specifications

SpecificationClaude Opus 4.8Qwen3 30B A3B Instruct 2507
ProviderAnthropicAlibaba
Context Window1,000,000 tokens131,072 tokens
Agent Suitability97/100N/A
Time to First Token (TTFT)520 msN/A
Deployment Modelmanaged apiself hostable
Production Stabilitybetastable
API AvailableYesYes
Released Date2026-05-272025-07-29

API Pricing Comparison

Input Price per Million Tokens

Claude Opus 4.8

$5.00

Qwen3 30B A3B Instruct 2507

$0.05

Output Price per Million Tokens

Claude Opus 4.8

$25.00

Qwen3 30B A3B Instruct 2507

$0.19

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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
9540.0%vsN/A
Claude Opus 4.8
Qwen3 30B A3B Instruct 2507
HumanEvalPython coding & logic synthesis
9720.0%vsN/A
Claude Opus 4.8
Qwen3 30B A3B Instruct 2507
MATHComplex mathematical problem solving
9410.0%vsN/A
Claude Opus 4.8
Qwen3 30B A3B Instruct 2507
GPQAGraduate-level expert reasoning
8650.0%vsN/A
Claude Opus 4.8
Qwen3 30B A3B Instruct 2507
HellaSwagCommonsense reasoning and inference
9920.0%vsN/A
Claude Opus 4.8
Qwen3 30B A3B Instruct 2507
MT-BenchMulti-turn conversation flow quality
980.0%vsN/A
Claude Opus 4.8
Qwen3 30B A3B Instruct 2507

Claude Opus 4.8 Quirks & Gotchas

  • โ–ธBest-in-class for autonomous code repair and multi-agent orchestration
  • โ–ธPreview model โ€” API may introduce breaking changes without notice

Qwen3 30B A3B Instruct 2507 Quirks & Gotchas

No developer gotchas reported.