โ† Back to Model Hub/SIDE-BY-SIDE REVIEW
SHARE THIS:

Claude Opus 4.8 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 4.8 and Qwen3 Coder 30B A3B Instruct.

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...

View Full Specs
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...

View Full Specs

Technical Specifications

SpecificationClaude Opus 4.8Qwen3 Coder 30B A3B Instruct
ProviderAnthropicAlibaba
Context Window1,000,000 tokens160,000 tokens
Agent Suitability97/100N/A
Time to First Token (TTFT)520 msN/A
Deployment Modelmanaged apiself hostable
Production Stabilitybetastable
API AvailableYesYes
Released Date2026-05-272025-07-31

API Pricing Comparison

Input Price per Million Tokens

Claude Opus 4.8

$5.00

Qwen3 Coder 30B A3B Instruct

$0.07

Output Price per Million Tokens

Claude Opus 4.8

$25.00

Qwen3 Coder 30B A3B Instruct

$0.27

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

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 30B A3B Instruct Quirks & Gotchas

No developer gotchas reported.