gemma 4 12B it (Google) and gemma 4 E2B it (Google) compared on the ModelCap Index, API price, context window, provider availability, weight access and every public benchmark board they share. Figures are the same ones shown on the live rankings; nothing here is a hidden score.
Snapshot as of 9 September 2026
As of 9 September 2026, gemma 4 12B it holds the stronger ModelCap Index position (#44 vs #106).
Evidence: publisher-corpus-prior over 182 held-out anchors (7%); launch card against 3 resolved peers on 6 rows (93%); no cross-lab optimism probe available; shrunk 0.3 up toward the measured corpus · publisher-corpus-prior over 182 held-out anchors (9%); launch card against 3 resolved peers on 5 rows (91%); no cross-lab optimism probe available; shrunk 2.7 up toward the measured corpus. Prices are the lowest listed API offer per million tokens observed on the OpenRouter catalogue.
Benchmark scores: gemma 4 12B it vs gemma 4 E2B it
Neither model has a published result on a public benchmark board ModelCap tracks yet.
Scores are the sources' own published figures for each model's best evaluated configuration; ModelCap never re-runs a benchmark.
gemma 4 12B it vs gemma 4 E2B it: common questions
Is gemma 4 12B it better than gemma 4 E2B it?
gemma 4 12B it ranks higher on the ModelCap Index as of 9 September 2026: #44 against #106. That is a capability ranking built from public benchmark evidence with published uncertainty; whether it is "better" for you also depends on price, context and where you can run it. Their published uncertainty intervals do not overlap, but the aggregate Index does not predict performance on every task; compare the relevant benchmark configurations before choosing.
Is gemma 4 12B it cheaper than gemma 4 E2B it?
At least one of the two has no listed API price on ModelCap right now, so no price comparison is made.
Which has the bigger context window, gemma 4 12B it or gemma 4 E2B it?
Both publish a —-token context window.
Which is better for coding, gemma 4 12B it or gemma 4 E2B it?
The two models do not share a coding benchmark board on ModelCap yet, so no head-to-head coding score is published; the ModelCap Index position is the closest overall signal.
Are gemma 4 12B it and gemma 4 E2B it open-weight models?
gemma 4 12B it: Open weights. gemma 4 E2B it: Open weights. Open weights mean the checkpoint can be downloaded and self-hosted under its licence; API-only models are available solely through hosted endpoints.
Where can I run gemma 4 12B it and gemma 4 E2B it?
ModelCap currently lists 0 API providers for gemma 4 12B it and 0 for gemma 4 E2B it, from the OpenRouter catalogue snapshot the site serves; each model page lists the providers and their prices.
How current is this gemma 4 12B it vs gemma 4 E2B it comparison?
Every figure comes from the sealed ModelCap dataset published 9 September 2026; the page re-renders within a minute of each data refresh, and the ModelCap Index positions are the same ones shown on the live rankings.