Gemma 4 E4B (Reasoning) vs GPT-5.6 Sol (Low)
Which is better for the money: Gemma 4 E4B (Reasoning) by Google or GPT-5.6 Sol (Low) by OpenAI? 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
GPT-5.6 Sol (Low) scores 24.6 points higher (33.5 vs 8.9) but costs 43× as much to run the benchmark ($637 vs $14.7; premium vs budget cost classes). They are not alternatives at one budget: pick GPT-5.6 Sol (Low) when you need intelligence above 8.9, and Gemma 4 E4B (Reasoning) when 8.9 is enough.
| Metric | Gemma 4 E4B (Reasoning) | GPT-5.6 Sol (Low) | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 8.9 | 33.5 | +276.4% GPT-5.6 Sol (Low) is 3.8× more intelligent |
| Total AA cost (lower is better) | $14.68 | $637.28 | +4241.1% GPT-5.6 Sol (Low) is 43× more expensive |
| End-to-end time (lower is better) | 57.72s | 7.99s | −86.2% GPT-5.6 Sol (Low) is 86.2% faster |
| Price per 1M tokens (in / out) | $0.02 / $0.10 | $4.00 / $20.0 | |
| Input modalities | Text, Image, Speech, Video | Text, Image |
GPT-5.6 Sol (Low) vs Gemma 4 E4B (Reasoning): 276.4% more intelligence, 4241.1% more cost to run the AA benchmark, and 86.2% 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-5.6 Sol (Low) is off the frontier: at the same or lower cost, GPT-6.1 Sol (High) scores 50.20 for $521.
Gemma 4 E4B (Reasoning)GPT-5.6 Sol (Low)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-5-6-sol-low · Markdown: /api/v1/compare/gemma-4-e4b/gpt-5-6-sol-low?format=md · llms.txt · agent skill