Gemini 3.8 Flash (Medium) vs Ring-2.6-1T
Which is better for the money: Gemini 3.8 Flash (Medium) by Google or Ring-2.6-1T by InclusionAI? 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 3.8 Flash (Medium) scores 23.2 points higher (39.8 vs 16.6) but costs 1.9× as much to run the benchmark ($1100 vs $576; both premium class). Pick Gemini 3.8 Flash (Medium) when the extra intelligence is worth the premium, otherwise Ring-2.6-1T.
| Metric | Gemini 3.8 Flash (Medium) | Ring-2.6-1T | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 39.8 | 16.6 | −58.3% Ring-2.6-1T is 58.3% less intelligent |
| Total AA cost (lower is better) | $1,100.06 | $575.60 | −47.7% Ring-2.6-1T is 47.7% cheaper |
| End-to-end time (lower is better) | Not reported | 24.04s | — not comparable |
| Price per 1M tokens (in / out) | $0.75 / $3.75 | $0.30 / $2.50 | |
| Input modalities | Text, Image, Speech, Video | Text |
Ring-2.6-1T vs Gemini 3.8 Flash (Medium): 58.3% less intelligence, 47.7% less cost to run the AA benchmark, and end-to-end time not fully reported.
Today's Pareto frontier
Against the frontier
- Gemini 3.8 Flash (Medium) is off the frontier: at the same or lower cost, GPT-6.1 Sol (Max) scores 51.80 for $1082.
- Ring-2.6-1T is off the frontier: at the same or lower cost, GPT-6.1 Sol (High) scores 50.20 for $521.
Gemini 3.8 Flash (Medium)Ring-2.6-1TToday's Pareto frontierOpen-weights frontierEvery other model
Matchup
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