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ModelCap

Llama 3.2 3B Instruct

Current board #92Arena #338Gated access

Meta·meta-llama/llama-3.2-3b-instruct

Llama 3.2 3B Instruct is a language model published by Meta. 2 OpenRouter endpoints are published in the latest snapshot. It accepts text input and returns text. The published context limit is 131K tokens. The catalogue declares support for structured outputs.

ModelCap Index · Current board
16.7#92
Measured · 70% support · score interval 16.7–25.5
Market Gravity
29.9
Secondary market signal
Input
$0.05
per 1M tokens
Output
$0.33
per 1M tokens
Context
131K
tokens
Providers
2
endpoints
Gateway spend
—
latest · Vercel share

Providers

Uptime measured over the last 30 minutes
ProviderInputOutputContextQuantUptime
Parasailbf16Cheapest$0.05$0.33131Kbf16—
Cloudflare$0.051$0.33580K—100.0%

ModelCap Index · Current board

Methodology
16.7
Measured · 3 public benchmark observations across 3 boards
Current board
#92
Public rank basis
Measured (measured)
Index support
69.7% · strong
Index interval
16.7–25.5
Rank posterior
Not available
Top 5 / Top 10 probability
Not available / Not available
Posterior as of
Snapshot timestamp unavailable
Identity binding
Exact catalogue product · meta-llama/meta-llama/llama-3.2-3b-instruct · aggregates disclosed benchmark configurations · endpoint configuration not claimed · artifact metadata meta-llama/Llama-3.2-3B-Instruct@0cb88a4f764b7a12671c53f0838cd831a0843b95 (not the evaluation revision)
Direct benchmark observations
3
Breadth-adjusted BES point estimate
21.1
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
21.1
Evidence status
confirmed · 89% mass
General preference
21.9
Coding
19.8
Agents & tools
12.8
Reasoning
—
Evidence breadth
97%
Evidence coverage
70%
Market and catalogue signals · secondary, never the language Index rank
Usage (OpenRouter popularity)
5.3
Liquidity (providers × uptime)
76.4
Open reach (HF downloads)
—
Surface (context / tools / modalities)
25.2
Freshness
7.5
  • · OpenRouter popularity #220
  • · 2 live providers
  • · Catalogue: context 131072
  • · First seen 2024-09-25

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
78.8
strong · 89% metadata coverage
Not capability
Artifact reproducibility
85.0
Access & legal clarity
68.3
Deployability
84.0
Evaluation provenance
72.1

Missing: artifactReproducibility.base-lineage, 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
29.9
OpenRouter weekly popularity
#220 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
#338 of 385
Rating
1166.4
95% confidence interval
1159–1174
Votes
8K
Source snapshot
6 Aug 2026, 13:00 UTC
Category
overall
Identity match confidence
100%

Market Gravity breakdown

Usage55%
5.3

OpenRouter weekly popularity across the full model catalogue.

Liquidity25%
76.4

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%
7.5

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

Specification

Context window
131K tokens
Max output
131K tokens
Inputs
Text
Outputs
Text
Tokenizer
Llama3
Cached input tokens
Not offered
First seen on OpenRouter
25 Sept 2024
Knowledge cutoff
2023-12-31

Capabilities

  • Not supported: Reasoning
  • Not supported: Tool use
  • 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
llama3.2
Pinned revision
0cb88a4f764b
Parameters
3.2B
Architecture
LlamaForCausalLM
Model type
llama
Hugging Face downloads (30d)
1.3M
Downloads (all time)
46.7M
Likes
2K
Repository
meta-llama/Llama-3.2-3B-Instruct
Repository updated
24 Oct 2024, 15:07 UTC