DeepSeek V3 (Dec '24) vs Trinity Large Thinking
Which is better for the money: DeepSeek V3 (Dec '24) by DeepSeek or Trinity Large Thinking by Arcee AI? Intelligence, total benchmark cost, and end-to-end time from Artificial Analysis & other sources, snapshot 2026-09-09.
Trade-off
Verdict
Depends on your budget
Trinity Large Thinking scores 2.4 points higher (10.9 vs 8.5) but costs 20× as much to run the benchmark ($518 vs $25.4; premium vs budget cost classes). They are not alternatives at one budget: pick Trinity Large Thinking when you need intelligence above 8.5, and DeepSeek V3 (Dec '24) when 8.5 is enough.
| Metric | DeepSeek V3 (Dec '24) | Trinity Large Thinking | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 8.5 | 10.9 | +28.2% Trinity Large Thinking is 28.2% more intelligent |
| Total AA cost (lower is better) | $25.37 | $518.07 | +1942.1% Trinity Large Thinking is 20× more expensive |
| End-to-end time (lower is better) | Not reported | 8.78s | — not comparable |
| Price per 1M tokens (in / out) | $0.32 / $0.89 | $0.25 / $0.90 | |
| Input modalities | Not reported | Not reported |
Trinity Large Thinking vs DeepSeek V3 (Dec '24): 28.2% more intelligence, 1942.1% more cost to run the AA benchmark, and end-to-end time not fully reported.
Today's Pareto frontier
Against the frontier
- DeepSeek V3 (Dec '24) is off the frontier: at the same or lower cost, Granite 4.2 3B scores 9.10 for $14.9.
- Trinity Large Thinking is off the frontier: at the same or lower cost, GLM-5.3-Flash scores 41.90 for $280.
DeepSeek V3 (Dec '24)Trinity Large ThinkingToday's Pareto frontierOpen-weights frontierEvery other model
Matchup
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