GLM 5.3 Flash vs Trinity Large Thinking
Which is better for the money: GLM 5.3 Flash by Z AI or Trinity Large Thinking by Arcee AI? Intelligence, total benchmark cost, and end-to-end time from Artificial Analysis & other sources, snapshot 2026-09-22.
Clear winner
Verdict
Pick GLM 5.3 Flash
Trinity Large Thinking vs GLM 5.3 Flash: 74.2% less intelligence, 84.8% more cost to run the AA benchmark, and 69.4% faster end-to-end.
| Metric | GLM 5.3 Flash | Trinity Large Thinking | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 41.8 | 10.8 | −74.2% Trinity Large Thinking is 74.2% less intelligent |
| Total AA cost (lower is better) | $280.28 | $518.07 | +84.8% Trinity Large Thinking is 84.8% more expensive |
| End-to-end time (lower is better) | 30.64s | 9.39s | −69.4% Trinity Large Thinking is 69.4% faster |
| Price per 1M tokens (in / out) | $0.15 / $0.50 | $0.25 / $0.90 | |
| Input modalities | Text, Image | Text |
Today's Pareto frontier
Against the frontier
- GLM 5.3 Flash is off the frontier: at the same or lower cost, MiMo-V2.6-Pro scores 46.30 for $207.
- Trinity Large Thinking is off the frontier: at the same or lower cost, MiMo-V2.6-Pro scores 46.30 for $207.
GLM 5.3 FlashTrinity Large ThinkingToday's Pareto frontierOpen-weights frontierEvery other model
Matchup
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Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/glm-5-3-flash/trinity-large-thinking · Markdown: /api/v1/compare/glm-5-3-flash/trinity-large-thinking?format=md · llms.txt · agent skill