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Gemma 4 12B

VS
Google

Gemma 4 E2B

✍️ Analysis by:the whichllmmodel Editorial Team|📅 Updated: June 2026

Decision Recommendation

👑 Editorial Verdict: Gemma 4 12B strictly dominates Gemma 4 E2B across all major dimensions. It is not only more cost-effective (blended cost of $0.00 vs $0.00 per 1M tokens) but also delivers superior coding accuracy (0% vs 0% on SWE-bench) and faster generation speeds (0 tps vs 0 tps). Unless you have platform lock-in, Gemma 4 12B is the clear and optimal choice for all development workloads.

Model Specs

Gemma 4 12B

Benchmarks & Scores

Coding (swe-bench-pro)
N/A
Reasoning (gpqa-diamond)Winner (+35.4%)
78.8%

Cost & Performance

Cost (per 1M tokens)
N/AInput: N/A | Output: N/A
Speed
N/A
Context WindowLarger
262.14k tokens
Model Specs

Gemma 4 E2B

Benchmarks & Scores

Coding (swe-bench-pro)
N/A
Reasoning (gpqa-diamond)
43.4%

Cost & Performance

Cost (per 1M tokens)
N/AInput: N/A | Output: N/A
Speed
N/A
Context Window
131.07k tokens

Frequently Asked Questions

Pricing data is currently unavailable for one or both of these models, so a direct cost comparison cannot be determined.

Speed metrics are currently unavailable for both models.

Coding benchmark scores are not currently recorded for these models.

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