GPT-5.3 Codex (Xhigh) vs Ling-3.0-flash-VL
GPT-5.3 Codex (Xhigh) vs Ling-3.0-flash-VL. 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.
| Metric | GPT-5.3 Codex (Xhigh) | Ling-3.0-flash-VL | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 32.5 | 24.6 | −24.3% Ling-3.0-flash-VL is 24.3% less intelligent |
| Total AA cost (lower is better) | Not reported | Not reported | — not comparable |
| End-to-end time (lower is better) | 60.49s | Not reported | — not comparable |
| Price per 1M tokens (in / out) | $1.75 / $14.0 | — | |
| Input modalities | Text, Image | Text, Image, Video |
Matchup
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Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gpt-5-3-codex/ling-3-0-flash-vl · Markdown: /api/v1/compare/gpt-5-3-codex/ling-3-0-flash-vl?format=md · llms.txt · agent skill