Inkling (xhigh) vs Trinity Large Thinking
Which is better for the money: Inkling (xhigh) by Thinking Machines or Trinity Large Thinking by Arcee AI? Intelligence, total benchmark cost, and end-to-end time from Artificial Analysis & other sources, snapshot 2026-09-01.
Trade-off
Verdict
Depends on your budget
Inkling (xhigh) scores 23.6 points higher (42.3 vs 18.7) but costs 2.4× as much to run the benchmark ($698 vs $289; premium vs mid-range cost classes). Pick Inkling (xhigh) when the extra intelligence is worth the premium, otherwise Trinity Large Thinking.
| Metric | Inkling (xhigh) | Trinity Large Thinking | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 42.3 | 18.7 | −55.8% Trinity Large Thinking is 55.8% less intelligent |
| Total AA cost (lower is better) | $698.28 | $289.19 | −58.6% Trinity Large Thinking is 58.6% cheaper |
| End-to-end time (lower is better) | 36.39s | 9.47s | −74.0% Trinity Large Thinking is 74.0% faster |
| Price per 1M tokens (in / out) | $1.00 / $4.05 | $0.25 / $0.90 | |
| Input modalities | Not reported | Not reported |
Trinity Large Thinking vs Inkling (xhigh): 55.8% less intelligence, 58.6% less cost to run the AA benchmark, and 74.0% faster end-to-end.
Today's Pareto frontier
Against the frontier
- Inkling (xhigh) is off the frontier: at the same or lower cost, GLM-5.3-Flash scores 57.50 for $138.
- Trinity Large Thinking is off the frontier: at the same or lower cost, GLM-5.3-Flash scores 57.50 for $138.
Inkling (xhigh)Trinity Large ThinkingToday's Pareto frontierOpen-weights frontierEvery other model
Matchup
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