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The LLM benchmark aggregator.

Gemma 4 12B

Google · 12B

Strongest in Secure code (#53 of 270), weakest in Fairness (#248 of 292). Above par in 6 of 16 scopes.

§ 1 · Profile

What it is good at

Bars run from 50 — the average of the models each source lists — so right of the line is above par. The middle column is the gap to whoever leads that scope.

Agents46.7#186/298
Knowledge work43.4#132/208
Safety49.1#204/329
Secure code61.2#53/270
Toxicity avoidance54.5#119/268
Harm refusal48.6#174/292
Jailbreak resistance40.4#213/268
Fairness42.3#248/292
Core abilities47.8—/199✱
Long context41.7—/0✱
Reasoning52.6—/195✱
Mathematics53.9—/152✱
Expert reasoning60.3—/0✱
Coding48.8—/179✱
Agentic coding47.7—/173✱
Code generation51.4—/20✱

§ 3 · Sources

Where the numbers come from

3 publications, 13 figures. Every one links to the page it was read from.

GDPval-AA ↗1 measureread 2026-11-10
GDPval-AA 435
Enkrypt AI Safety Leaderboard ↗6 measuresread 2026-11-10
Enkrypt · Jailbreak risk 20.9%Enkrypt · Harmful content risk 4.4%Enkrypt · CBRN risk 34.5%Enkrypt · Toxicity risk 3.1%Enkrypt · Bias risk 89.7%Enkrypt · Insecure code risk 10.2%
Terminal-Bench 2.1 27.3%SciCode 38.2%AA-LCR 61.7%SWE-bench Verified 30.6%HMMT Feb 2026 63.1%HLE 15.7%

Badge

PublicAI Index badge for Gemma 4 12B[![PublicAI Index](https://publicai.io/model-index/badge?model=gemma-4-12b)](https://publicai.io/model-index/m/gemma-4-12b)

✱ Placed by a one-off publication, not a board that re-ran the model. ✱✱ marks a figure the model’s own publisher printed, which counts for less again. Scores are 0–100 on the PublicAI Index scale, 50 = the average of the models each source lists. Scores belong to their publishers.

Snapshot 2026-11-10 · the full index · JSON API