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granite 4.2 3b

Current board #178Arena #270Official publisher releaseOpen weights7d #178 → #178

IBM Granite·ibm-granite/granite-4.2-3b

granite 4.2 3b is ModelCap current-board rank #178 with Index 18.5 (Measured), from the ModelCap Index as of 3 Sept 2026, 02:20 UTC.

granite 4.2 3b has a published context limit of 131K tokens in the ModelCap catalogue as of 3 Sept 2026, 02:20 UTC.

granite 4.2 3b weight access is open weights, from ModelCap classification of published repository metadata as of 3 Sept 2026, 02:20 UTC.

Snapshot facts · download the public dataset · methodology

ModelCap Index · Current board
18.5#178
Measured · 64% support · score interval 18.5–28.1
Evidence as of 2 Sept 2026, 20:11 UTC
Market Gravity
11.3Increased by 0.1
Secondary market signal

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

Input
$0.03
per 1M tokens
Output
$0.12
per 1M tokens
Context
131K
tokens
Providers
0
endpoints
Gateway spend
latest · Vercel share

Providers

Uptime measured over the last 30 minutes

Current provider status is unavailable.

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
deepinfra
live
$0.03$0.12131K173 ms215.5 tok/stools

Reported evaluation leads (1)

Excluded from score

Structured rows reported in this exact model repository at the pinned revision below. They are useful research leads, but remain quarantined until dataset revision, harness, configuration and identity pass ModelCap’s independent admission review.

Dataset / taskMetricValueRevisionProvenance
TIGER-Lab/MMLU-Pro
mmlu_pro
67.84
Unpinned
not published
Reported
Quarantined

ModelCap Index · Current board

Methodology
18.5
Measured · 3 public benchmark observations across 3 boards
Current board
#178
Public rank basis
Measured (measured)
Index support
64.4% · strong
Index interval
18.5–28.1
Rank posterior
Not available
Top 5 / Top 10 probability
Not available / Not available
Posterior as of
Snapshot timestamp unavailable
Evidence as of
2 Sept 2026, 20:11 UTC
Identity binding
Exact catalogue product · ibm-granite/ibm-granite/granite-4.2-3b · aggregates disclosed benchmark configurations · endpoint configuration not claimed · artifact metadata ibm-granite/granite-4.2-3b@e459acceac81e5fe67c07d9cfc72329a332e7eb1 (not the evaluation revision)
Index observations used
3
Qualified Index evidence point
23.3
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
23.3
Evidence status
confirmed · 77% mass
General preference
22.2
Coding
31.4
Agents & tools
Reasoning
Evidence breadth
92%
Evidence coverage
64%
Market and catalogue signals · secondary, never the language Index rank
Usage (OpenRouter popularity)
Liquidity (providers × uptime)
Open reach (HF downloads)
45.0
Surface (context / tools / modalities)
45.2
Freshness
90.4
  • · HF 30d downloads 11111
  • · Catalogue: context 131072, tools
  • · First seen 2026-08-07

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
77.9
strong · 92% metadata coverage
Not capability
Artifact reproducibility
100.0
Access & legal clarity
100.0
Deployability
48.7
Evaluation provenance
66.6

Missing: deployability.measured-provider-uptime, 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
11.3
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
#270 of 398
Rating
1295.2
95% confidence interval
1283–1307
Votes
3K
Source published at
1 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%
45.0

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

Freshness5%
90.4

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

Specification

Context window
131K tokens
Max output
Inputs
Text
Outputs
Text
Tokenizer
Cached input tokens
Not offered
First seen on OpenRouter
7 Aug 2026

Capabilities

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

Weights & access

Open weights. Downloadable weights are published under an OSI or free-culture license in the current repository metadata. This describes weight availability, not whether the full training stack qualifies as Open Source AI.

Access
Open weights
Licence
apache-2.0
Pinned revision
e459acceac81
Parameters
3.7B
Architecture
GraniteForCausalLM
Model type
granite
Hugging Face downloads (30d)
11K
Downloads (all time)
11K
Likes
68
Repository updated
2 Sept 2026, 21:57 UTC

Compare granite 4.2 3b with

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Benchmark leaderboards featuring granite 4.2 3b

All leaderboards
Public benchmark boards on which granite 4.2 3b has a published result
LeaderboardScoreSource rankConfigurationPublished
Arena coding leaderboardArena (LMArena)13801357–1402#218 of 393Default1 Sept 2026
Artificial Analysis Intelligence IndexArtificial Analysis14.3#349 of 623intelligence-index2 Sept 2026
Terminal-Bench 2.1 (Artificial Analysis run)Artificial Analysis13.9%#175 of 226terminal-bench-2.12 Sept 2026
Humanity's Last Exam (Artificial Analysis run)Artificial Analysis6.6%#330 of 591humanitys-last-exam2 Sept 2026

Alternatives to granite 4.2 3b, by the numbers

Ranked neighbours

Models within 3 places of #178 on the ModelCap Index.

Other ranked IBM Granite models

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

granite 4.2 3b: common questions

How does granite 4.2 3b rank among AI models?

granite 4.2 3b holds ModelCap Index position #178 of 225 ranked language models as of 3 September 2026, with an Index score of 18.5 (interval 18.5–28.1); evidence: measured. The Index combines public benchmark boards with published uncertainty; the methodology page explains the weighting.

How much does granite 4.2 3b cost per 1M tokens?

No live API price is listed for granite 4.2 3b in the current snapshot as of 3 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 granite 4.2 3b?

granite 4.2 3b has a published context window of 131K tokens (131,072). Individual providers can serve less than the published maximum; the providers table lists each endpoint's own limit.

Is granite 4.2 3b open-weight?

Open weights (apache-2.0). Downloadable weights are published under an OSI or free-culture license in the current repository metadata. This describes weight availability, not whether the full training stack qualifies as Open Source AI. The repository is ibm-granite/granite-4.2-3b on Hugging Face.

Which benchmarks has granite 4.2 3b been evaluated on?

granite 4.2 3b has published results on 4 public boards tracked by ModelCap as of 3 September 2026: Arena coding 1380 (#218 of 393), AA Intelligence Index 14.3 (#349 of 623), AA Terminal-Bench 2.1 13.9% (#175 of 226) and AA Humanity's Last Exam 6.6% (#330 of 591). Each board page ranks every tracked model on that benchmark; the ModelCap Index combines them with published uncertainty.

How does granite 4.2 3b compare with gemma 3n E4B it?

granite 4.2 3b ranks #178 (Index 18.5) and gemma 3n E4B it ranks #177 (Index 19.3) on the ModelCap Index as of 3 September 2026. The head-to-head page lines up their benchmarks, listed prices, context windows and provider counts side by side.

When was granite 4.2 3b released?

granite 4.2 3b first appeared in the catalogue on 7 Aug 2026. It is the current version in its family. Rank and price movements since then are recorded on the site's changes feed.