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 2026-09-09.
Trade-off
Verdict
Depends on your budget
Gemini 3.7 Flash (high) scores 29.3 points higher (39.4 vs 10.1) but costs 2.3× as much to run the benchmark ($1084 vs $476; premium vs mid-range cost classes). 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) | 39.4 | 10.1 | −74.4% Qwen3 Coder Next is 74.4% less intelligent |
| Total AA cost (lower is better) | $1,084.46 | $476.03 | −56.1% Qwen3 Coder Next is 56.1% cheaper |
| End-to-end time (lower is better) | 11.48s | 5.52s | −51.9% Qwen3 Coder Next is 51.9% faster |
| Price per 1M tokens (in / out) | $0.75 / $3.75 | $0.35 / $1.20 | |
| Input modalities | Not reported | Not reported |
Qwen3 Coder Next vs Gemini 3.7 Flash (high): 74.4% less intelligence, 56.1% less cost to run the AA benchmark, and 51.9% 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, GLM-5.3-Flash scores 41.90 for $280.
- Qwen3 Coder Next is off the frontier: at the same or lower cost, GLM-5.3-Flash scores 41.90 for $280.
Gemini 3.7 Flash (high)Qwen3 Coder NextToday's Pareto frontierOpen-weights frontierEvery other model
Matchup
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