Inkling (Xhigh) vs Qwen3.5 9B (Reasoning)

Inkling (Xhigh) vs Qwen3.5 9B (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 (Reasoning)Off the frontier
Intelligence
11.20
Total cost
$329
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 (Reasoning)Difference
Intelligence (higher is better)25.011.2−55.2% Qwen3.5 9B (Reasoning) is 55.2% less intelligent
Total AA cost (lower is better)Not reported$328.86— not comparable
End-to-end time (lower is better)14.58s43.21s+196.4% Qwen3.5 9B (Reasoning) is 196.4% slower
Price per 1M tokens (in / out)$1.00 / $4.05$0.14 / $0.20
Input modalitiesText, Image, SpeechText, Image, Video
Open this matchup in the interactive pickerInkling (Xhigh): what beats itQwen3.5 9B (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 · Markdown: /api/v1/compare/inkling/qwen3-5-9b?format=md · llms.txt · agent skill