Gemini 3.7 Flash (high) vs Kimi K2.7 Code
Which is better for the money: Gemini 3.7 Flash (high) by Google or Kimi K2.7 Code by Kimi? Intelligence, total benchmark cost, and end-to-end time from Artificial Analysis & other sources, snapshot 2026-09-22.
Trade-off
Verdict
Depends on your budget
Gemini 3.7 Flash (high) scores 13.3 points higher (39.1 vs 25.8) but costs 1.1× as much to run the benchmark ($1084 vs $993; both premium class). Pick Gemini 3.7 Flash (high) when the extra intelligence is worth the premium, otherwise Kimi K2.7 Code.
| Metric | Gemini 3.7 Flash (high) | Kimi K2.7 Code | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 39.1 | 25.8 | −34.0% Kimi K2.7 Code is 34.0% less intelligent |
| Total AA cost (lower is better) | $1,084.46 | $992.88 | −8.4% Kimi K2.7 Code is 8.4% cheaper |
| End-to-end time (lower is better) | 13.46s | 47.33s | +251.6% Kimi K2.7 Code is 251.6% slower |
| Price per 1M tokens (in / out) | $0.75 / $3.75 | $0.95 / $4.00 | |
| Input modalities | Text, Image, Speech, Video | Text, Image, Video |
Kimi K2.7 Code vs Gemini 3.7 Flash (high): 34.0% less intelligence, 8.4% less cost to run the AA benchmark, and 251.6% slower end-to-end.
Today's Pareto frontier
Against the frontier
- Gemini 3.7 Flash (high) is off the frontier: at the same or lower cost, MiMo-V2.6-Pro scores 46.30 for $207.
- Kimi K2.7 Code is off the frontier: at the same or lower cost, MiMo-V2.6-Pro scores 46.30 for $207.
Gemini 3.7 Flash (high)Kimi K2.7 CodeToday's Pareto frontierOpen-weights frontierEvery other model
Matchup
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