Claude Sonnet 5 (Non-reasoning, High Effort) vs Trinity Large Thinking
Which is better for the money: Claude Sonnet 5 (Non-reasoning, High Effort) by Anthropic 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
Claude Sonnet 5 (Non-reasoning, High Ef… scores 23.9 points higher (42.6 vs 18.7) but costs 1.6× as much to run the benchmark ($416 vs $255; both mid-range class). Pick Claude Sonnet 5 (Non-reasoning, High Ef… when the extra intelligence is worth the premium, otherwise Trinity Large Thinking.
| Metric | Claude Sonnet 5 (Non-reasoning, High Effort) | Trinity Large Thinking | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 42.6 | 18.7 | −56.1% Trinity Large Thinking is 56.1% less intelligent |
| Total AA cost (lower is better) | $415.75 | $254.72 | −38.7% Trinity Large Thinking is 38.7% cheaper |
| End-to-end time (lower is better) | 10.05s | 14.08s | +40.1% Trinity Large Thinking is 40.1% slower |
| Price per 1M tokens (in / out) | $2.00 / $10.0 | $0.23 / $0.88 | |
| Input modalities | Not reported | Not reported |
Trinity Large Thinking vs Claude Sonnet 5 (Non-reasoning, High Effort): 56.1% less intelligence, 38.7% less cost to run the AA benchmark, and 40.1% slower end-to-end.
Today's Pareto frontier
Against the frontier
- Claude Sonnet 5 (non-reasoning, high) is off the frontier: at the same or lower cost, Gemini 3.7 Flash (medium) scores 53.40 for $278.
- Trinity Large Thinking is off the frontier: at the same or lower cost, GPT-5.6 Luna (max) scores 52.30 for $172.
Claude Sonnet 5 (Non-reasoning, High Effort)Trinity Large ThinkingToday's Pareto frontierOpen-weights frontierEvery other model
Matchup
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