Gemini 3.1 Flash-Lite vs Qwen3.7 Max
Which is better for the money: Gemini 3.1 Flash-Lite by Google or Qwen3.7 Max by Alibaba? 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
Qwen3.7 Max scores 13.9 points higher (29.5 vs 15.6) but costs 15× as much to run the benchmark ($2277 vs $156; flagship vs mid-range cost classes). They are not alternatives at one budget: pick Qwen3.7 Max when you need intelligence above 15.6, and Gemini 3.1 Flash-Lite when 15.6 is enough.
| Metric | Gemini 3.1 Flash-Lite | Qwen3.7 Max | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 15.6 | 29.5 | +89.1% Qwen3.7 Max is 89.1% more intelligent |
| Total AA cost (lower is better) | $155.87 | $2,277.12 | +1360.9% Qwen3.7 Max is 15× more expensive |
| End-to-end time (lower is better) | 6.08s | 16.67s | +174.2% Qwen3.7 Max is 174.2% slower |
| Price per 1M tokens (in / out) | $0.25 / $1.50 | $2.50 / $7.50 | |
| Input modalities | Text, Image, Speech, Video | Text |
Qwen3.7 Max vs Gemini 3.1 Flash-Lite: 89.1% more intelligence, 1360.9% more cost to run the AA benchmark, and 174.2% slower end-to-end.
Today's Pareto frontier
Against the frontier
- Gemini 3.1 Flash-Lite is off the frontier: at the same or lower cost, GPT-6 Luna (Max) scores 38.10 for $122.
- Qwen3.7 Max is off the frontier: at the same or lower cost, Claude Opus 5.5 (High, Default Fallback) scores 53.60 for $2172.
Gemini 3.1 Flash-LiteQwen3.7 MaxToday's Pareto frontierEvery other model
Matchup
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