Gemini 3.6 Flash (High) vs LongCat 2.0
Which is better for the money: Gemini 3.6 Flash (High) by Google or LongCat 2.0 by LongCat? 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
Gemini 3.6 Flash (High) scores 14.9 points higher (34.0 vs 19.1) but costs 3.0× as much to run the benchmark ($1614 vs $545; both premium class). Pick Gemini 3.6 Flash (High) when the extra intelligence is worth the premium, otherwise LongCat 2.0.
| Metric | Gemini 3.6 Flash (High) | LongCat 2.0 | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 34.0 | 19.1 | −43.8% LongCat 2.0 is 43.8% less intelligent |
| Total AA cost (lower is better) | $1,614.42 | $544.74 | −66.3% LongCat 2.0 is 66.3% cheaper |
| End-to-end time (lower is better) | 17.59s | 35.51s | +101.9% LongCat 2.0 is 101.9% slower |
| Price per 1M tokens (in / out) | $0.75 / $3.75 | $0.75 / $2.95 | |
| Input modalities | Text, Image, Speech, Video | Text |
LongCat 2.0 vs Gemini 3.6 Flash (High): 43.8% less intelligence, 66.3% less cost to run the AA benchmark, and 101.9% slower end-to-end.
Today's Pareto frontier
Against the frontier
- Gemini 3.6 Flash (High) is off the frontier: at the same or lower cost, GPT-6.1 Sol (Max) scores 51.80 for $1082.
- LongCat 2.0 is off the frontier: at the same or lower cost, GPT-6.1 Sol (High) scores 50.20 for $521.
Gemini 3.6 Flash (High)LongCat 2.0Today'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/gemini-3-6-flash/longcat-2-0 · Markdown: /api/v1/compare/gemini-3-6-flash/longcat-2-0?format=md · llms.txt · agent skill