Kimi K3 (Max) vs Ring-2.6-1T
Which is better for the money: Kimi K3 (Max) by Kimi 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
Kimi K3 (Max) scores 27.0 points higher (43.6 vs 16.6) but costs 6.4× as much to run the benchmark ($3658 vs $576; flagship vs premium cost classes). They are not alternatives at one budget: pick Kimi K3 (Max) when you need intelligence above 16.6, and Ring-2.6-1T when 16.6 is enough.
| Metric | Kimi K3 (Max) | Ring-2.6-1T | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 43.6 | 16.6 | −61.9% Ring-2.6-1T is 61.9% less intelligent |
| Total AA cost (lower is better) | $3,658.07 | $575.60 | −84.3% Ring-2.6-1T is 84.3% cheaper |
| End-to-end time (lower is better) | 56.93s | 24.04s | −57.8% Ring-2.6-1T is 57.8% faster |
| Price per 1M tokens (in / out) | $3.00 / $15.0 | $0.30 / $2.50 | |
| Input modalities | Text, Image | Text |
Ring-2.6-1T vs Kimi K3 (Max): 61.9% less intelligence, 84.3% less cost to run the AA benchmark, and 57.8% faster end-to-end.
Today's Pareto frontier
Against the frontier
- Kimi K3 (Max) is off the frontier: at the same or lower cost, Kimi K3.1 Pro scores 55.10 for $3117.
- Ring-2.6-1T is off the frontier: at the same or lower cost, GPT-6.1 Sol (High) scores 50.20 for $521.
Kimi K3 (Max)Ring-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/kimi-k3/ring-2-6-1t · Markdown: /api/v1/compare/kimi-k3/ring-2-6-1t?format=md · llms.txt · agent skill