DeepSeek V3.1 (Non-reasoning) vs Qwen3 Coder Next

DeepSeek V3.1 (Non-reasoning) vs Qwen3 Coder Next. A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

DeepSeekDeepSeek V3.1 (Non-reasoning)Not ranked · benchmark data missing
Intelligence
13.70
Total cost
-
AlibabaQwen3 Coder NextOff the frontier
Intelligence
9.20
Total cost
$405
Verdict

Comparison incomplete

A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

MetricDeepSeek V3.1 (Non-reasoning)Qwen3 Coder NextDifference
Intelligence (higher is better)13.79.2−32.8% Qwen3 Coder Next is 32.8% less intelligent
Total AA cost (lower is better)Not reported$405.10— not comparable
End-to-end time (lower is better)6.52s6.22s−4.6% Qwen3 Coder Next is 4.6% faster
Price per 1M tokens (in / out)$0.56 / $1.68$0.31 / $1.00
Input modalitiesTextText
Open this matchup in the interactive pickerDeepSeek V3.1 (Non-reasoning): what beats itQwen3 Coder Next: what beats it
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/deepseek-v3-1/qwen3-coder-next · Markdown: /api/v1/compare/deepseek-v3-1/qwen3-coder-next?format=md · llms.txt · agent skill