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ModelCap

gemma 3n E4B it

Arena #269Official publisher releaseGated access7d #234 → #238

Google·#238 of 352 on the current board

gemma 3n E4B it is a language model from Google. It ranks #238 of 352 on ModelCap's current board, with an Index score of 30.2, measured on 2 public benchmarks. Its score range of 25.2–35.2 spans positions #202–#257. It reads up to 33K tokens of context, and its weights are downloadable after an access request.

Figures as of 6 Nov 2026, 14:10 UTC · download the public dataset · methodology

ModelCap Index · Current board
30.2#238
Measured on 2 public benchmarks · range 25.2–35.2
Evidence as of 28 Oct 2026, 00:00 UTC
Market Gravity
8.2
Secondary market signal

OpenRouter endpoint status could not be refreshed. This model is not treated as currently served until a successful observation arrives.

Input
Self-hosted
weights only · no listed API price
Output
Self-hosted
weights only · no listed API price
Context
33K
tokens
Providers
0
endpoints

Providers

Uptime measured over the last 30 minutes

Current provider status is unavailable.

ModelCap Index · Current board

Methodology
30.2
Measured on 2 public benchmarks
Current board
#238 of 352
Score range
25.2–35.2
Rank range
#202–#257
Evidence as of
28 Oct 2026, 00:00 UTC
Benchmarks used
Arena Coding, Arena Overall
Technical details
Public rank basis
Measured (measured)
Evidence label
Measured · 2 public benchmark observations across 2 boards
Index support
62.8% · strong
Identity binding
Exact catalogue product · google/google/gemma-3n-E4B-it · aggregates disclosed benchmark configurations · endpoint configuration not claimed · artifact metadata google/gemma-3n-E4B-it@c1221e9c62e34a43ab7ffacd1be0ea71f126ef10 (not the evaluation revision)
Index observations used
2
Qualified Index evidence point
30.2
Bayesian Evidence Score · measured evidence input only

BES normalizes admitted public benchmark evidence for measured Index rows. Its legacy score and observables prior do not define the public language rank.

Observed capability
30.2
Evidence status
confirmed · 77% mass
General preference
31.3
Coding
22.2
Agents & tools
—
Reasoning
—
Evidence breadth
92%
Evidence coverage
63%
Market and catalogue signals · secondary, never the language Index rank
Usage (OpenRouter popularity)
—
Liquidity (providers × uptime)
—
Open reach (HF downloads)
—
Surface (context / tools / modalities)
30.1
Freshness
13.8
  • · Catalogue: context 32768, modalities Text/Image
  • · First seen 2025-06-03

These adoption and deployment observations remain context only. They do not change this model's ModelCap Index score or rank.

BES evidence selected · measured input only

The bounded 0–100 capability score blends each source’s competitive placement with its published achievement, then combines capability families. Evidence breadth adds a modest uncertainty adjustment; price and popularity are not part of benchmark-led rank.

Deployment readiness

Metadata index
59.5
partial · 74% metadata coverage
Not capability
Artifact reproducibility
100.0
Access & legal clarity
68.3
Deployability
17.8
Evaluation provenance
52.4

Not yet published: a link to the licence terms, a current serving provider, measured provider uptime, published provider pricing, pinned evaluation dataset versions.

A metadata completeness and deployability index—not a safety certification, quality grade, or production-readiness claim.

Market activity

Venue coverage
Market Gravity
8.2
OpenRouter weekly popularity
Not listed

Market Gravity uses OpenRouter’s full-catalogue popularity order. Sparse Vercel top-ten observations appear only when published and do not affect the score.

Arena preference

Status
Ranked
Source
LMArena
Official rank
#269 of 419
Rating
1317.5
95% confidence interval
1312–1323
Votes
22K
Source published at
28 Oct 2026, 00:00 UTC
Category
overall
Identity match confidence
100%

Market Gravity breakdown

Usage55%
0.0

OpenRouter weekly popularity across the full model catalogue.

Liquidity25%
0.0

Independent providers versus the model's open or closed cohort, weighted by uptime.

Open reach15%
50.0

Hugging Face 30-day downloads for open models; neutral for closed models.

Freshness5%
13.8

Time since first public availability, on a six-month half-life.

Specification

Model ID
google/gemma-3n-E4B-it
Context window
33K tokens
Declared output cap
Unknown

OpenRouter catalogue or provider-endpoint declaration. Limits can vary by provider and prompt length; a model-wide maximum has not been independently verified. OpenRouter metadata

Inputs
Text, Image
Outputs
Text
Cached input tokens
Not offered
First seen on OpenRouter
3 Jun 2025

Capabilities

  • Not supported: Reasoning
  • Not supported: Tool use
  • Not supported: Structured output
  • Not supported: Response format
  • Not supported: Moderated

Weights & access

Gated access. The weights are hosted behind an access request or acceptance step. Review the publisher's access requirements and license before use or redistribution.

Access
Gated access
Licence
gemma
Pinned revision
c1221e9c62e3
Parameters
7.8B
Architecture
Gemma3nForConditionalGeneration
Model type
gemma3n
Hugging Face downloads (30d)
13K
Downloads (all time)
1.4M
Likes
938
Repository updated
14 Jul 2025, 13:56 UTC

Compare gemma 3n E4B it with

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Benchmark leaderboards featuring gemma 3n E4B it

All leaderboards
Public benchmark boards on which gemma 3n E4B it has a published result
LeaderboardScoreSource rankConfigurationPublished
Arena text leaderboardArena (LMArena)13181312–1323#269 of 419Not reported28 Oct 2026
Arena coding leaderboardArena (LMArena)13071297–1317#308 of 414Default28 Oct 2026

Alternatives to gemma 3n E4B it, by the numbers

Ranked neighbours

Models within 3 places of #238 on the ModelCap Index.

Other ranked Google models

The same publisher's other current models with a public Index position.

gemma 3n E4B it: common questions

How does gemma 3n E4B it rank among AI models?

gemma 3n E4B it holds ModelCap Index position #238 of 352 ranked language models as of 6 November 2026, with an Index score of 30.2 (interval 25.2–35.2); evidence: measured. The Index combines public benchmark boards with published uncertainty; the methodology page explains the weighting.

How much does gemma 3n E4B it cost per 1M tokens?

No live API price is listed for gemma 3n E4B it in the current snapshot as of 6 November 2026 because the latest endpoint refresh was unavailable. ModelCap shows a price only when a provider currently lists one.

What is the context window of gemma 3n E4B it?

gemma 3n E4B it has a published context window of 33K tokens (32,768). Its catalogue-declared route output cap is unknown. OpenRouter catalogue or provider-endpoint declaration. Limits can vary by provider and prompt length; a model-wide maximum has not been independently verified. The providers table lists each endpoint's context limit.

Is gemma 3n E4B it open-weight?

Gated access (gemma). The weights are hosted behind an access request or acceptance step. Review the publisher's access requirements and license before use or redistribution. The repository is google/gemma-3n-E4B-it on Hugging Face.

Which benchmarks has gemma 3n E4B it been evaluated on?

gemma 3n E4B it has published results on 2 public boards tracked by ModelCap as of 6 November 2026: Arena text 1318 (#269 of 419) and Arena coding 1307 (#308 of 414). Each board page ranks every tracked model on that benchmark. The ModelCap Index scores the results its methodology admits, with published uncertainty, and shows reference boards without scoring them.

How does gemma 3n E4B it compare with Gemma 3 4B?

gemma 3n E4B it ranks #238 (Index 30.2) and Gemma 3 4B ranks #255 (Index 26.0) on the ModelCap Index as of 6 November 2026. The head-to-head page lines up their benchmarks, listed prices, context windows and provider counts side by side.

When was gemma 3n E4B it released?

gemma 3n E4B it first appeared in the catalogue on 3 Jun 2025. It is the current version in its family. Rank and price movements since then are recorded on the site's changes feed.