Qwen2.5 Coder Instruct 32B vs Ring-2.6-1T

Qwen2.5 Coder Instruct 32B vs Ring-2.6-1T. A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

AlibabaQwen2.5 Coder Instruct 32BNot ranked · benchmark data missing
Intelligence
6.70
Total cost
-
InclusionAIRing-2.6-1TOff the frontier
Intelligence
16.60
Total cost
$576
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.

MetricQwen2.5 Coder Instruct 32BRing-2.6-1TDifference
Intelligence (higher is better)6.716.6+147.8% Ring-2.6-1T is 2.5× more intelligent
Total AA cost (lower is better)Not reported$575.60— not comparable
End-to-end time (lower is better)Not reported24.45s— not comparable
Price per 1M tokens (in / out)—$0.30 / $2.50
Input modalitiesTextText
Open this matchup in the interactive pickerQwen2.5 Coder Instruct 32B: what beats itRing-2.6-1T: what beats it
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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/qwen2-5-coder-32b-instruct/ring-2-6-1t · Markdown: /api/v1/compare/qwen2-5-coder-32b-instruct/ring-2-6-1t?format=md · llms.txt · agent skill