Kimi K2.7 Code vs Solar Mini 4
Which is better for the money: Kimi K2.7 Code by Kimi or Solar Mini 4 by Upstage? Intelligence, total benchmark cost, and end-to-end time from Artificial Analysis & other sources, snapshot 2026-10-24.
Trade-off
Verdict
Depends on your budget
Kimi K2.7 Code scores 1.7 points higher (25.8 vs 24.1) but costs 2.0× as much to run the benchmark ($993 vs $502; both premium class). Pick Kimi K2.7 Code when the extra intelligence is worth the premium, otherwise Solar Mini 4.
| Metric | Kimi K2.7 Code | Solar Mini 4 | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 25.8 | 24.1 | −6.6% Solar Mini 4 is 6.6% less intelligent |
| Total AA cost (lower is better) | $992.88 | $502.02 | −49.4% Solar Mini 4 is 49.4% cheaper |
| End-to-end time (lower is better) | 46.75s | 27.46s | −41.3% Solar Mini 4 is 41.3% faster |
| Price per 1M tokens (in / out) | $0.95 / $4.00 | $0.10 / $0.40 | |
| Input modalities | Text, Image, Video | Text |
Solar Mini 4 vs Kimi K2.7 Code: 6.6% less intelligence, 49.4% less cost to run the AA benchmark, and 41.3% faster end-to-end.
Today's Pareto frontier
Against the frontier
- Kimi K2.7 Code is off the frontier: at the same or lower cost, GPT-6.1 Sol (Xhigh) scores 51.00 for $662.
- Solar Mini 4 is off the frontier: at the same or lower cost, GPT-6.1 Sol (Medium) scores 47.80 for $361.
Kimi K2.7 CodeSolar Mini 4Today'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-k2-7-code/solar-mini4 · Markdown: /api/v1/compare/kimi-k2-7-code/solar-mini4?format=md · llms.txt · agent skill