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ModelCap

Llama 3.1 405B

Official publisher releaseGated access

Meta

Llama 3.1 405B is a language model from Meta. Its rank belongs to Llama 3.1 405B Instruct, the model this route serves. Its weights are downloadable after an access request.

Figures as of 7 Nov 2026, 14:00 UTC · download the public dataset · methodology

ModelCap Index
See primary model · Llama 3.1 405B Instruct
Route-specific operations remain below
Market Gravity
7.7
Secondary market signal

This separately configured or accelerated route is reviewed as the same underlying model identity as Llama 3.1 405B Instruct. That canonical product owns rank and capability evidence; pricing, providers and other operational differences remain route-specific below.

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
—
tokens
Providers
0
endpoints

Providers

Uptime measured over the last 30 minutes

Current provider status is unavailable.

Reported evaluation leads (41)

Not independent measurement

Structured rows reported in this exact model repository at the pinned revision below. They are the publisher talking about itself: never measured evidence, never a score input on their own. Rows marked as used were laddered against independently measured peers inside the launch-card channel of this model's modeled placement, with the replay-measured optimism haircut applied; the others played no part.

Dataset / taskMetricValueRevisionProvenance
facebook/multiloko
average_em
—34.31
Unpinned
not published
Reported
Not used in launch estimate
facebook/multiloko
gap_em
—39.2
Unpinned
not published
Reported
Not used in launch estimate
facebook/multiloko
mother_tongue_effect
—6.37
Unpinned
not published
Reported
Not used in launch estimate
facebook/multiloko
average_contains
—36.79
Unpinned
not published
Reported
Not used in launch estimate
facebook/multiloko
gap_contains
—39.6
Unpinned
not published
Reported
Not used in launch estimate
facebook/multiloko
em_arabic
—31.2
Unpinned
not published
Reported
Not used in launch estimate
facebook/multiloko
em_bengali
—28
Unpinned
not published
Reported
Not used in launch estimate
facebook/multiloko
em_cantonese
—30.4
Unpinned
not published
Reported
Not used in launch estimate
facebook/multiloko
em_czech
—39.2
Unpinned
not published
Reported
Not used in launch estimate
facebook/multiloko
em_dutch
—42.4
Unpinned
not published
Reported
Not used in launch estimate
facebook/multiloko
em_english
—55.2
Unpinned
not published
Reported
Not used in launch estimate
facebook/multiloko
em_farsi
—24.8
Unpinned
not published
Reported
Not used in launch estimate
facebook/multiloko
em_french
—40
Unpinned
not published
Reported
Not used in launch estimate
facebook/multiloko
em_german
—37.2
Unpinned
not published
Reported
Not used in launch estimate
facebook/multiloko
em_hebrew
—28
Unpinned
not published
Reported
Not used in launch estimate
facebook/multiloko
em_hindi
—33.2
Unpinned
not published
Reported
Not used in launch estimate
facebook/multiloko
em_indonesian
—41.2
Unpinned
not published
Reported
Not used in launch estimate
facebook/multiloko
em_italian
—35.2
Unpinned
not published
Reported
Not used in launch estimate
facebook/multiloko
em_japanese
—27.6
Unpinned
not published
Reported
Not used in launch estimate
facebook/multiloko
em_khmer
—16
Unpinned
not published
Reported
Not used in launch estimate

Showing 20 of 41 rows.

Deployment readiness

Metadata index
41.6
limited · 47% metadata coverage
Not capability
Artifact reproducibility
85.0
Access & legal clarity
68.3
Deployability
8.0
Evaluation provenance
0.0

Not yet published: the base model it derives from, a link to the licence terms, a current serving provider, measured provider uptime, published provider pricing, declared context and output limits, admitted benchmark results, results across several capability areas, results from more than one source, a confident match to its benchmark entries, 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
7.7
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.

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%
4.0

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

Specification

Model ID
meta-llama/Llama-3.1-405B
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
Outputs
Text
Cached input tokens
Not offered
First seen on OpenRouter
16 Jul 2024

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
llama3.1
Pinned revision
b906e4dc842a
Parameters
405.9B
Architecture
LlamaForCausalLM
Model type
llama
Hugging Face downloads (30d)
46K
Downloads (all time)
21.4M
Likes
993
Repository updated
25 Sept 2024, 17:01 UTC