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ModelCap

Gemma 3n 4B

Current board #73Arena #235Gated access

Google·google/gemma-3n-e4b-it

Gemma 3n 4B is a language model published by Google. 1 OpenRouter endpoint is published in the latest snapshot. It accepts text input and returns text. The published context limit is 33K tokens. The catalogue declares support for structured outputs.

ModelCap Index · Current board
39.8#73
Measured · 82% support · score interval 39.8–46.8
Market Gravity
21.4
Secondary market signal
Input
$0.06
per 1M tokens
Output
$0.12
per 1M tokens
Context
33K
tokens
Providers
1
endpoint
Gateway spend
—
latest · Vercel share

Providers

Uptime measured over the last 30 minutes
ProviderInputOutputContextQuantUptime
Together$0.06$0.1233K—100.0%

Hugging Face Inference Providers

Exact repository identity

Provider economics and telemetry published by the Hugging Face Router. These are operational signals, not benchmark results.

ProviderInputOutputContextTTFTThroughputFeatures
together
live
$0.06$0.1233K1437 ms46.3 tok/sstructured

ModelCap Index · Current board

Methodology
39.8
Measured · 2 public benchmark observations across 2 boards
Current board
#73
Public rank basis
Measured (measured)
Index support
81.7% · strong
Index interval
39.8–46.8
Rank posterior
Not available
Top 5 / Top 10 probability
Not available / Not available
Posterior as of
Snapshot timestamp unavailable
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)
Direct benchmark observations
2
Breadth-adjusted BES point estimate
43.3
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
43.3
Evidence status
confirmed · 83% mass
General preference
45.1
Coding
36.1
Agents & tools
—
Reasoning
—
Evidence breadth
92%
Evidence coverage
82%
Market and catalogue signals · secondary, never the language Index rank
Usage (OpenRouter popularity)
7.7
Liquidity (providers × uptime)
35.0
Open reach (HF downloads)
—
Surface (context / tools / modalities)
15.1
Freshness
18.4
  • · OpenRouter popularity #192
  • · 1 live provider
  • · Catalogue: context 32768
  • · First seen 2025-05-20

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
74.5
partial · 93% metadata coverage
Not capability
Artifact reproducibility
100.0
Access & legal clarity
68.3
Deployability
68.7
Evaluation provenance
51.0

Missing: accessLegalClarity.resolvable-license-terms, 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
21.4
OpenRouter weekly popularity
#192 of 298

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
Arena
Official rank
#235 of 385
Rating
1318.2
95% confidence interval
1313–1323
Votes
23K
Source snapshot
6 Aug 2026, 13:00 UTC
Category
overall
Identity match confidence
99%

Market Gravity breakdown

Usage55%
7.7

OpenRouter weekly popularity across the full model catalogue.

Liquidity25%
35.0

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%
18.4

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

Specification

Context window
33K tokens
Max output
—
Inputs
Text
Outputs
Text
Tokenizer
Other
Cached input tokens
Not offered
First seen on OpenRouter
20 May 2025
Knowledge cutoff
2024-08-31

Capabilities

  • Not supported: Reasoning
  • Not supported: Tool use
  • Supported: Structured output
  • 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)
36K
Downloads (all time)
1.4M
Likes
919
Repository
google/gemma-3n-E4B-it
Repository updated
14 Jul 2025, 13:56 UTC
Base lineage
google/gemma-3n-E4B