Gemini 3.8 Flash (High) vs Beam 1.0
Which is better for the money: Gemini 3.8 Flash (High) by Google or Beam 1.0 by Reflection? 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 (High) scores 10.6 points higher (40.9 vs 30.3) but costs 5.1× as much to run the benchmark ($1623 vs $319; premium vs mid-range cost classes). They are not alternatives at one budget: pick Gemini 3.8 Flash (High) when you need intelligence above 30.3, and Beam 1.0 when 30.3 is enough.
| Metric | Gemini 3.8 Flash (High) | Beam 1.0 | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 40.9 | 30.3 | −25.9% Beam 1.0 is 25.9% less intelligent |
| Total AA cost (lower is better) | $1,622.73 | $318.73 | −80.4% Beam 1.0 is 80.4% cheaper |
| End-to-end time (lower is better) | 31.19s | 7.79s | −75.0% Beam 1.0 is 75.0% faster |
| Price per 1M tokens (in / out) | $0.75 / $3.75 | $0.40 / $1.20 | |
| Input modalities | Text, Image, Speech, Video | Text |
Beam 1.0 vs Gemini 3.8 Flash (High): 25.9% less intelligence, 80.4% less cost to run the AA benchmark, and 75.0% faster end-to-end.
Today's Pareto frontier
Against the frontier
- Gemini 3.8 Flash (High) is off the frontier: at the same or lower cost, GPT-6.1 Sol (Max) scores 51.80 for $1082.
- Beam 1.0 is off the frontier: at the same or lower cost, MiMo-V2.6-Pro scores 46.30 for $207.
Gemini 3.8 Flash (High)Beam 1.0Today's Pareto frontierOpen-weights frontierEvery other model
Matchup
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