Gemini 3.7 Flash (medium) vs Trinity Large Thinking
Which is better for the money: Gemini 3.7 Flash (medium) by Google or Trinity Large Thinking by Arcee AI? Intelligence, total benchmark cost, and end-to-end time from Artificial Analysis & other sources, snapshot 2026-08-19.
Trade-off
Verdict
Depends on your budget
Gemini 3.7 Flash (medium) scores 34.7 points higher (53.4 vs 18.7) but costs 1.1× as much to run the benchmark ($278 vs $255; both mid-range class). Pick Gemini 3.7 Flash (medium) when the extra intelligence is worth the premium, otherwise Trinity Large Thinking.
| Metric | Gemini 3.7 Flash (medium) | Trinity Large Thinking | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 53.4 | 18.7 | −65.0% Trinity Large Thinking is 65.0% less intelligent |
| Total AA cost (lower is better) | $277.50 | $254.72 | −8.2% Trinity Large Thinking is 8.2% cheaper |
| End-to-end time (lower is better) | 6.21s | 14.08s | +126.7% Trinity Large Thinking is 126.7% slower |
| Price per 1M tokens (in / out) | $0.75 / $3.75 | $0.23 / $0.88 | |
| Input modalities | Not reported | Not reported |
Trinity Large Thinking vs Gemini 3.7 Flash (medium): 65.0% less intelligence, 8.2% less cost to run the AA benchmark, and 126.7% slower end-to-end.
Today's Pareto frontier
Against the frontier
- Gemini 3.7 Flash (medium) is on today's frontier: nothing is both smarter and cheaper.
- Trinity Large Thinking is off the frontier: at the same or lower cost, GPT-5.6 Luna (max) scores 52.30 for $172.
Gemini 3.7 Flash (medium)Trinity Large ThinkingToday's Pareto frontierOpen-weights frontierEvery other model
Matchup
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