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ModelCap

gemma 3n E4B it

Current board #173Arena #253Official publisher releaseGated access

Google·google/gemma-3n-E4B-it

gemma 3n E4B it is ModelCap current-board rank #173 with Index 26.4 (Measured), from the ModelCap Index as of 22 Sept 2026, 03:10 UTC.

gemma 3n E4B it has a published context limit of 33K tokens in the ModelCap catalogue as of 22 Sept 2026, 03:10 UTC.

gemma 3n E4B it weight access is gated access, from ModelCap classification of published repository metadata as of 22 Sept 2026, 03:10 UTC.

Snapshot facts · download the public dataset · methodology

ModelCap Index · Current board
26.4#173
Measured · 63% support · score interval 21.4–31.4
Evidence as of 13 Sept 2026, 00:00 UTC
Market Gravity
8.3
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
Gateway spend
latest · Vercel share

Providers

Uptime measured over the last 30 minutes

Current provider status is unavailable.

ModelCap Index · Current board

Methodology
26.4
Measured · 2 public benchmark observations across 2 boards
Current board
#173
Public rank basis
Measured (measured)
Index support
62.8% · strong
Index interval
21.4–31.4
Rank posterior
Not available
Top 5 / Top 10 probability
Not available / Not available
Posterior as of
Snapshot timestamp unavailable
Evidence as of
13 Sept 2026, 00:00 UTC
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
26.4
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
26.4
Evidence status
confirmed · 77% mass
General preference
27.9
Coding
15.3
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
16.4
  • · 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

Missing: accessLegalClarity.resolvable-license-terms, deployability.independent-provider-records, deployability.measured-provider-uptime, deployability.published-provider-pricing, evaluationProvenance.evaluation-dataset-revisions.

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

Market activity

Venue coverage
Market Gravity
8.3
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
#253 of 402
Rating
1317.2
95% confidence interval
1312–1322
Votes
22K
Source published at
13 Sept 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%
16.4

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

Specification

Context window
33K tokens
Max output
Inputs
Text, Image
Outputs
Text
Tokenizer
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)
18K
Downloads (all time)
1.4M
Likes
925
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

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Public benchmark boards on which gemma 3n E4B it has a published result
LeaderboardScoreSource rankConfigurationPublished
Arena coding leaderboardArena (LMArena)13071297–1317#291 of 397Default13 Sept 2026

Alternatives to gemma 3n E4B it, by the numbers

Ranked neighbours

Models within 3 places of #173 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 #173 of 248 ranked language models as of 22 September 2026, with an Index score of 26.4 (interval 21.4–31.4); 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 22 September 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). Individual providers can serve less than the published maximum; the providers table lists each endpoint's own 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 1 public board tracked by ModelCap as of 22 September 2026: Arena coding 1307 (#291 of 397). Each board page ranks every tracked model on that benchmark; the ModelCap Index combines them with published uncertainty.

How does gemma 3n E4B it compare with Llama 3.3 Nemotron 70B Edit?

gemma 3n E4B it ranks #173 (Index 26.4) and Llama 3.3 Nemotron 70B Edit ranks #174 (Index 26.1) on the ModelCap Index as of 22 September 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.