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Claude Opus 4.8 vs Qwen3 Coder Flash

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 Coder Flash.

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 Coder Flash

Qwen3 Coder Flash is Alibaba's fast and cost efficient version of their proprietary Qwen3 Coder Plus. It is a powerful coding agent model specializing in autonomous programming via tool calling...

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Technical Specifications

SpecificationClaude Opus 4.8Qwen3 Coder Flash
ProviderAnthropicAlibaba
Context Window1,000,000 tokens1,000,000 tokens
Agent Suitability97/100N/A
Time to First Token (TTFT)520 msN/A
Deployment Modelmanaged apiself hostable
Production Stabilitybetabeta
API AvailableYesYes
Released Date2026-05-272025-09-17

API Pricing Comparison

Input Price per Million Tokens

Claude Opus 4.8

$5.00

Qwen3 Coder Flash

$0.20

Output Price per Million Tokens

Claude Opus 4.8

$25.00

Qwen3 Coder Flash

$0.97

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

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 Coder Flash Quirks & Gotchas

No developer gotchas reported.