Gemini 2.5 Pro vs Qwen3.8 27B (Non-reasoning)
Which is better for the money: Gemini 2.5 Pro by Google or Qwen3.8 27B (Non-reasoning) by Alibaba? Intelligence, total benchmark cost, and end-to-end time from Artificial Analysis & other sources, snapshot 2026-10-26.
Trade-off
Verdict
Depends on your budget
Qwen3.8 27B (Non-reasoning) scores 4.1 points higher (20.2 vs 16.1) but costs 2.5× as much to run the benchmark ($2022 vs $804; flagship vs premium cost classes). Pick Qwen3.8 27B (Non-reasoning) when the extra intelligence is worth the premium, otherwise Gemini 2.5 Pro.
| Metric | Gemini 2.5 Pro | Qwen3.8 27B (Non-reasoning) | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 16.1 | 20.2 | +25.5% Qwen3.8 27B (Non-reas… is 25.5% more intelligent |
| Total AA cost (lower is better) | $804.03 | $2,022.49 | +151.5% Qwen3.8 27B (Non-reas… is 2.5× more expensive |
| End-to-end time (lower is better) | 30.03s | 14.28s | −52.4% Qwen3.8 27B (Non-reas… is 52.4% faster |
| Price per 1M tokens (in / out) | $1.25 / $10.0 | $0.50 / $3.00 | |
| Input modalities | Text, Image, Speech, Video | Text, Image, Video |
Qwen3.8 27B (Non-reasoning) vs Gemini 2.5 Pro: 25.5% more intelligence, 151.5% more cost to run the AA benchmark, and 52.4% faster end-to-end.
Today's Pareto frontier
Against the frontier
- Gemini 2.5 Pro is off the frontier: at the same or lower cost, GPT-6.1 Sol (Xhigh) scores 51.00 for $662.
- Qwen3.8 27B (Non-reasoning) is off the frontier: at the same or lower cost, GPT-6.1 Sol (Max) scores 51.80 for $1082.
Gemini 2.5 ProQwen3.8 27B (Non-reasoning)Today's Pareto frontierOpen-weights frontierEvery other model
Matchup
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Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gemini-2-5-pro/qwen3-8-27b-non-reasoning · Markdown: /api/v1/compare/gemini-2-5-pro/qwen3-8-27b-non-reasoning?format=md · llms.txt · agent skill