Mercury 2.5 vs Ring-2.6-1T
Which is better for the money: Mercury 2.5 by Inception or Ring-2.6-1T by InclusionAI? Intelligence, total benchmark cost, and end-to-end time from Artificial Analysis & other sources, snapshot 2026-10-25.
Trade-off
Verdict
Depends on your budget
Ring-2.6-1T scores 4.3 points higher (16.6 vs 12.3) but costs 2.6× as much to run the benchmark ($576 vs $218; premium vs mid-range cost classes). Pick Ring-2.6-1T when the extra intelligence is worth the premium, otherwise Mercury 2.5.
| Metric | Mercury 2.5 | Ring-2.6-1T | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 12.3 | 16.6 | +35.0% Ring-2.6-1T is 35.0% more intelligent |
| Total AA cost (lower is better) | $218.11 | $575.60 | +163.9% Ring-2.6-1T is 2.6× more expensive |
| End-to-end time (lower is better) | 4.24s | 24.04s | +467.0% Ring-2.6-1T is 467.0% slower |
| Price per 1M tokens (in / out) | $0.25 / $0.75 | $0.30 / $2.50 | |
| Input modalities | Text | Text |
Ring-2.6-1T vs Mercury 2.5: 35.0% more intelligence, 163.9% more cost to run the AA benchmark, and 467.0% slower end-to-end.
Today's Pareto frontier
Against the frontier
- Mercury 2.5 is off the frontier: at the same or lower cost, MiMo-V2.6-Pro scores 46.30 for $207.
- Ring-2.6-1T is off the frontier: at the same or lower cost, GPT-6.1 Sol (High) scores 50.20 for $521.
Mercury 2.5Ring-2.6-1TToday'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/mercury-2-5/ring-2-6-1t · Markdown: /api/v1/compare/mercury-2-5/ring-2-6-1t?format=md · llms.txt · agent skill