Kimi K2.7 Code vs Ring-2.6-1T
Which is better for the money: Kimi K2.7 Code by Kimi or Ring-2.6-1T by InclusionAI? Intelligence, total benchmark cost, and end-to-end time from Artificial Analysis & other sources, snapshot 2026-08-17.
Trade-off
Verdict
Depends on your budget
Kimi K2.7 Code scores 11.3 points higher (43.0 vs 31.7) but costs 1.2× as much to run the benchmark ($545 vs $455; premium vs mid-range cost classes). Pick Kimi K2.7 Code when the extra intelligence is worth the premium, otherwise Ring-2.6-1T.
| Metric | Kimi K2.7 Code | Ring-2.6-1T | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 43.0 | 31.7 | −26.3% Ring-2.6-1T is 26.3% less intelligent |
| Total AA cost (lower is better) | $544.58 | $455.40 | −16.4% Ring-2.6-1T is 16.4% cheaper |
| End-to-end time (lower is better) | 73.20s | Not reported | — not comparable |
| Price per 1M tokens (in / out) | $0.95 / $4.00 | $0.30 / $2.50 | |
| Input modalities | Not reported | Not reported |
Ring-2.6-1T vs Kimi K2.7 Code: 26.3% less intelligence, 16.4% less cost to run the AA benchmark, and end-to-end time not fully reported.
Today's Pareto frontier
Against the frontier
- Kimi K2.7 Code is off the frontier: at the same or lower cost, Gemini 3.7 Flash (high) scores 56.00 for $485.
- Ring-2.6-1T is off the frontier: at the same or lower cost, Gemini 3.7 Flash (medium) scores 53.40 for $278.
Kimi K2.7 CodeRing-2.6-1TToday's Pareto frontierOpen-weights frontierEvery other model
Matchup
Compare something else
Agents:
Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/kimi-k2-7-code/ring-2-6-1t · Markdown: /api/v1/compare/kimi-k2-7-code/ring-2-6-1t?format=md · llms.txt · agent skill