Gemma 4 E4B (Reasoning) vs GPT-5.5 (High)
Which is better for the money: Gemma 4 E4B (Reasoning) by Google or GPT-5.5 (High) by OpenAI? Intelligence, total benchmark cost, and end-to-end time from Artificial Analysis & other sources, snapshot 2026-10-24.
Trade-off
Verdict
Depends on your budget
GPT-5.5 (High) scores 28.1 points higher (37.0 vs 8.9) but costs 232× as much to run the benchmark ($3411 vs $14.7; flagship vs budget cost classes). They are not alternatives at one budget: pick GPT-5.5 (High) when you need intelligence above 8.9, and Gemma 4 E4B (Reasoning) when 8.9 is enough.
| Metric | Gemma 4 E4B (Reasoning) | GPT-5.5 (High) | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 8.9 | 37.0 | +315.7% GPT-5.5 (High) is 4.2× more intelligent |
| Total AA cost (lower is better) | $14.68 | $3,410.76 | +23134.1% GPT-5.5 (High) is 232× more expensive |
| End-to-end time (lower is better) | 57.75s | 19.79s | −65.7% GPT-5.5 (High) is 65.7% faster |
| Price per 1M tokens (in / out) | $0.02 / $0.10 | $5.00 / $30.0 | |
| Input modalities | Text, Image, Speech, Video | Text, Image |
GPT-5.5 (High) vs Gemma 4 E4B (Reasoning): 315.7% more intelligence, 23134.1% more cost to run the AA benchmark, and 65.7% faster end-to-end.
Today's Pareto frontier
Against the frontier
- Gemma 4 E4B (Reasoning) is off the frontier: at the same or lower cost, GPT-6 Luna (Low) scores 21.50 for $10.6.
- GPT-5.5 (High) is off the frontier: at the same or lower cost, Kimi K3.1 Pro scores 55.10 for $3117.
Gemma 4 E4B (Reasoning)GPT-5.5 (High)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/gemma-4-e4b/gpt-5-5-high · Markdown: /api/v1/compare/gemma-4-e4b/gpt-5-5-high?format=md · llms.txt · agent skill