Gemini 3.7 Flash (High) vs Qwen3 Coder Next
Which is better for the money: Gemini 3.7 Flash (High) by Google or Qwen3 Coder Next by Alibaba? Intelligence, total benchmark cost, and end-to-end time from Artificial Analysis & other sources, snapshot 2026-10-10.
Trade-off
Verdict
Depends on your budget
Gemini 3.7 Flash (High) scores 29.9 points higher (39.1 vs 9.2) but costs 1.6× as much to run the benchmark ($1084 vs $663; both premium class). Pick Gemini 3.7 Flash (High) when the extra intelligence is worth the premium, otherwise Qwen3 Coder Next.
| Metric | Gemini 3.7 Flash (High) | Qwen3 Coder Next | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 39.1 | 9.2 | −76.5% Qwen3 Coder Next is 76.5% less intelligent |
| Total AA cost (lower is better) | $1,084.46 | $662.85 | −38.9% Qwen3 Coder Next is 38.9% cheaper |
| End-to-end time (lower is better) | 10.08s | 7.71s | −23.5% Qwen3 Coder Next is 23.5% faster |
| Price per 1M tokens (in / out) | $0.75 / $3.75 | $0.50 / $1.20 | |
| Input modalities | Text, Image, Speech, Video | Text |
Qwen3 Coder Next vs Gemini 3.7 Flash (High): 76.5% less intelligence, 38.9% less cost to run the AA benchmark, and 23.5% faster 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, GPT-6.1 Sol (Max) scores 51.80 for $1082.
- Qwen3 Coder Next is off the frontier: at the same or lower cost, GPT-6.1 Sol (Xhigh) scores 51.00 for $662.
Gemini 3.7 Flash (High)Qwen3 Coder NextToday's Pareto frontierOpen-weights frontierEvery other model
Matchup
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