Kimi K2.7 Code vs Solar Pro 4
Which is better for the money: Kimi K2.7 Code by Kimi or Solar Pro 4 by Upstage? Intelligence, total benchmark cost, and end-to-end time from Artificial Analysis & other sources, snapshot 2026-10-24.
Clear winner
Verdict
Pick Solar Pro 4
Solar Pro 4 vs Kimi K2.7 Code: 3.1% more intelligence, 25.8% less cost to run the AA benchmark, and end-to-end time not fully reported.
| Metric | Kimi K2.7 Code | Solar Pro 4 | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 25.8 | 26.6 | +3.1% Solar Pro 4 is 3.1% more intelligent |
| Total AA cost (lower is better) | $992.88 | $736.82 | −25.8% Solar Pro 4 is 25.8% cheaper |
| End-to-end time (lower is better) | 46.75s | Not reported | — not comparable |
| Price per 1M tokens (in / out) | $0.95 / $4.00 | $0.30 / $1.20 | |
| Input modalities | Text, Image, Video | Text |
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 Pro 4 is off the frontier: at the same or lower cost, GPT-6.1 Sol (Xhigh) scores 51.00 for $662.
Kimi K2.7 CodeSolar Pro 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-pro4 · Markdown: /api/v1/compare/kimi-k2-7-code/solar-pro4?format=md · llms.txt · agent skill