Inkling (Xhigh) vs Qwen3.5 122B A10B (Non-reasoning)

Inkling (Xhigh) vs Qwen3.5 122B A10B (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 (Xhigh)Qwen3.5 122B A10B (Non-reasoning)Difference
Intelligence (higher is better)25.017.7−29.2% Qwen3.5 122B A10B (No… is 29.2% less intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)15.74s5.76s−63.4% Qwen3.5 122B A10B (No… is 63.4% faster
Price per 1M tokens (in / out)$1.00 / $4.05$0.40 / $3.20
Input modalitiesText, Image, SpeechText, Image
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/inkling/qwen3-5-122b-a10b-non-reasoning · Markdown: /api/v1/compare/inkling/qwen3-5-122b-a10b-non-reasoning?format=md · llms.txt · agent skill