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

Inkling (Xhigh) 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.

Thinking MachinesInkling (Xhigh)Not ranked · benchmark data missing
Intelligence
25.00
Total cost
-
AlibabaQwen3.5 9B (Non-reasoning)Not ranked · benchmark data missing
Intelligence
13.30
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.

MetricInkling (Xhigh)Qwen3.5 9B (Non-reasoning)Difference
Intelligence (higher is better)25.013.3−46.8% Qwen3.5 9B (Non-reaso… is 46.8% less intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)16.05s7.23s−55.0% Qwen3.5 9B (Non-reaso… is 55.0% faster
Price per 1M tokens (in / out)$1.00 / $4.05$0.17 / $0.25
Input modalitiesText, Image, SpeechText, Image, Video
Open this matchup in the interactive pickerInkling (Xhigh): what beats itQwen3.5 9B (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/inkling/qwen3-5-9b-non-reasoning · Markdown: /api/v1/compare/inkling/qwen3-5-9b-non-reasoning?format=md · llms.txt · agent skill