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ModelCap

Llama 4 Maverick 17B 128E Instruct FP8

Gated access

Meta·meta-llama/Llama-4-Maverick-17B-128E-Instruct-FP8

Llama 4 Maverick 17B 128E Instruct FP8 is a language model published by Meta. The latest OpenRouter endpoint refresh was unavailable, so no current serving claim is made. It accepts text, image input and returns text. The published context limit is 1.0M tokens.

ModelCap Index · Current board
21.8
Measured · 1% support · score interval 21.8–41.6
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
$0.27
per 1M tokens
Output
$0.85
per 1M tokens
Context
1.0M
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
novita
live
$0.27$0.851.0M415 ms66.4 tok/sstructured

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
Idavidrein/gpqa
diamond
53.0303
Unpinned
not published
Reported
Quarantined

ModelCap Index · Current board

Methodology
21.8
Measured · 1 public benchmark observation across 1 board
Public rank basis
Measured (measured)
Index support
1.4% · weak
Index interval
21.8–41.6
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-4-Maverick-17B-128E-Instruct-FP8/fp8 · aggregates disclosed benchmark configurations · endpoint configuration not claimed · artifact metadata meta-llama/Llama-4-Maverick-17B-128E-Instruct-FP8@94125d2bd83076b21eed33119525e29eaf3894f4 (not the evaluation revision)
Direct benchmark observations
1
Breadth-adjusted BES point estimate
31.7
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
51.1
Evidence status
provisional · 3% mass
General preference
Coding
Agents & tools
51.1
Reasoning
Evidence breadth
5%
Evidence coverage
1%
Market and catalogue signals · secondary, never the language Index rank
Usage (OpenRouter popularity)
Liquidity (providers × uptime)
Open reach (HF downloads)
Surface (context / tools / modalities)
55.0
Freshness
15.3
  • · Catalogue: context 1048576, modalities Text/Image
  • · First seen 2025-04-01

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
65.3
partial · 87% metadata coverage
Not capability
Artifact reproducibility
100.0
Access & legal clarity
68.3
Deployability
48.7
Evaluation provenance
34.9

Missing: accessLegalClarity.resolvable-license-terms, 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
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

Awaiting evaluation

This model is visible because it is available in the live catalogue, but it has no trustworthy community result yet. ModelCap does not infer a quality score from price, features, or market activity.

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%
15.3

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

Specification

Context window
1.0M tokens
Max output
Inputs
Text, Image
Outputs
Text
Tokenizer
Cached input tokens
Not offered
First seen on OpenRouter
1 Apr 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
llama4
Pinned revision
94125d2bd830
Parameters
401.6B
Architecture
Llama4ForConditionalGeneration
Model type
llama4
Hugging Face downloads (30d)
112K
Downloads (all time)
1.6M
Likes
174
Repository updated
22 May 2025, 23:46 UTC