Inkling Small vs Qwen3.5 9B (Non-reasoning)

Inkling Small vs Qwen3.5 9B (Non-reasoning). A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

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.

MetricInkling SmallQwen3.5 9B (Non-reasoning)Difference
Intelligence (higher is better)25.713.3−48.2% Qwen3.5 9B (Non-reaso… is 48.2% less intelligent
Total AA cost (lower is better)$240.85Not reported— not comparable
End-to-end time (lower is better)12.95s7.18s−44.6% Qwen3.5 9B (Non-reaso… is 44.6% faster
Price per 1M tokens (in / out)$0.30 / $1.20$0.17 / $0.25
Input modalitiesText, Image, SpeechText, Image, Video
Matchup

Compare something else

Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/inkling-small/qwen3-5-9b-non-reasoning · Markdown: /api/v1/compare/inkling-small/qwen3-5-9b-non-reasoning?format=md · llms.txt · agent skill