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 2026-10-24.
Trade-off
Verdict
Depends on your budget
Trinity Large Thinking scores 2.3 points higher (10.8 vs 8.5) but costs 9.2× as much to run the benchmark ($233 vs $25.4; mid-range 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 | 10.8 | +27.1% Trinity Large Thinking is 27.1% more intelligent |
| Total AA cost (lower is better) | $25.37 | $232.95 | +818.2% Trinity Large Thinking is 9.2× more expensive |
| End-to-end time (lower is better) | 11.89s | 8.30s | −30.2% Trinity Large Thinking is 30.2% faster |
| Price per 1M tokens (in / out) | $0.32 / $0.89 | $0.25 / $0.80 | |
| Input modalities | Text | Text |
Trinity Large Thinking vs DeepSeek V3 (Dec '24): 27.1% more intelligence, 818.2% more cost to run the AA benchmark, and 30.2% faster end-to-end.
Today's Pareto frontier
Against the frontier
- DeepSeek V3 (Dec '24) is off the frontier: at the same or lower cost, GPT-6 Luna (Low) scores 21.50 for $10.6.
- Trinity Large Thinking is off the frontier: at the same or lower cost, MiMo-V2.6-Pro scores 46.30 for $207.
DeepSeek V3 (Dec '24)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/deepseek-v3/trinity-large-thinking · Markdown: /api/v1/compare/deepseek-v3/trinity-large-thinking?format=md · llms.txt · agent skill