Gemini 3.7 Flash (High) vs Trinity Large Thinking
Which is better for the money: Gemini 3.7 Flash (High) by Google or Trinity Large Thinking by Arcee AI? Intelligence, total benchmark cost, and end-to-end time from Artificial Analysis & other sources, snapshot 2026-10-17.
Trade-off
Verdict
Depends on your budget
Gemini 3.7 Flash (High) scores 28.3 points higher (39.1 vs 10.8) but costs 4.7× as much to run the benchmark ($1084 vs $233; premium vs mid-range cost classes). They are not alternatives at one budget: pick Gemini 3.7 Flash (High) when you need intelligence above 10.8, and Trinity Large Thinking when 10.8 is enough.
| Metric | Gemini 3.7 Flash (High) | Trinity Large Thinking | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 39.1 | 10.8 | −72.4% Trinity Large Thinking is 72.4% less intelligent |
| Total AA cost (lower is better) | $1,084.46 | $232.95 | −78.5% Trinity Large Thinking is 78.5% cheaper |
| End-to-end time (lower is better) | 9.77s | 8.63s | −11.7% Trinity Large Thinking is 11.7% faster |
| Price per 1M tokens (in / out) | $0.75 / $3.75 | $0.25 / $0.80 | |
| Input modalities | Text, Image, Speech, Video | Text |
Trinity Large Thinking vs Gemini 3.7 Flash (High): 72.4% less intelligence, 78.5% less cost to run the AA benchmark, and 11.7% faster end-to-end.
Today's Pareto frontier
Against the frontier
- Gemini 3.7 Flash (High) is off the frontier: at the same or lower cost, GPT-6.1 Sol (Max) scores 51.80 for $1082.
- Trinity Large Thinking is off the frontier: at the same or lower cost, MiMo-V2.6-Pro scores 46.30 for $207.
Gemini 3.7 Flash (High)Trinity 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/gemini-3-7-flash/trinity-large-thinking · Markdown: /api/v1/compare/gemini-3-7-flash/trinity-large-thinking?format=md · llms.txt · agent skill