GPT-5.4 (Non-reasoning) vs Seed-OSS-36B-Instruct
GPT-5.4 (Non-reasoning) vs Seed-OSS-36B-Instruct. 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-5.4 (Non-reasoning) | Seed-OSS-36B-Instruct | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 18.2 | 12.1 | −33.5% Seed-OSS-36B-Instruct is 33.5% less intelligent |
| Total AA cost (lower is better) | Not reported | Not reported | — not comparable |
| End-to-end time (lower is better) | 7.86s | 67.17s | +754.6% Seed-OSS-36B-Instruct is 754.6% slower |
| Price per 1M tokens (in / out) | $2.50 / $15.0 | $0.21 / $0.57 | |
| Input modalities | Text, Image | Text |
Matchup
Compare something else
Agents:
Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gpt-5-4-non-reasoning/seed-oss-36b-instruct · Markdown: /api/v1/compare/gpt-5-4-non-reasoning/seed-oss-36b-instruct?format=md · llms.txt · agent skill