Ling 3.1 Flash vs Qwen3 14B (Non-reasoning)

Ling 3.1 Flash vs Qwen3 14B (Non-reasoning). A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

InclusionAILing 3.1 FlashOff the frontier
Intelligence
41.10
Total cost
$1015
AlibabaQwen3 14B (Non-reasoning)Not ranked · benchmark data missing
Intelligence
6.70
Total cost
-
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.

MetricLing 3.1 FlashQwen3 14B (Non-reasoning)Difference
Intelligence (higher is better)41.16.7−83.7% Qwen3 14B (Non-reason… is 83.7% less intelligent
Total AA cost (lower is better)$1,014.56Not reported— not comparable
End-to-end time (lower is better)13.66s7.03s−48.5% Qwen3 14B (Non-reason… is 48.5% faster
Price per 1M tokens (in / out)$0.30 / $0.90$0.12 / $0.24
Input modalitiesTextText
Open this matchup in the interactive pickerLing 3.1 Flash: what beats itQwen3 14B (Non-reasoning): what beats it
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/ling-3-1-flash/qwen3-14b-instruct · Markdown: /api/v1/compare/ling-3-1-flash/qwen3-14b-instruct?format=md · llms.txt · agent skill