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ModelCap

Kimi VL A3B Instruct

Official publisher releaseOpen weights

Moonshot AI

Kimi VL A3B Instruct is a language model from Moonshot AI. Its rank belongs to Kimi VL A3B Thinking, the model this route serves. Its weights are openly downloadable.

Figures as of 6 Nov 2026, 20:49 UTC · download the public dataset · methodology

ModelCap Index
See primary model · Kimi VL A3B Thinking
Route-specific operations remain below
Market Gravity
13.5
Secondary market signal

This separately configured or accelerated route is reviewed as the same underlying model identity as Kimi VL A3B Thinking. 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 (4)

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. They remain quarantined until dataset revision, harness, configuration and identity pass ModelCap’s independent admission review.

Dataset / taskMetricValueRevisionProvenance
llamaindex/ExtractBench
mean
—57.77
Unpinned
not published
Reported
Quarantined
llamaindex/ExtractBench
short
—69.86
Unpinned
not published
Reported
Quarantined
llamaindex/ExtractBench
medium
—34.61
Unpinned
not published
Reported
Quarantined
llamaindex/ExtractBench
long
—18.94
Unpinned
not published
Reported
Quarantined

Deployment readiness

Metadata index
52.4
partial · 56% metadata coverage
Not capability
Artifact reproducibility
100.0
Access & legal clarity
100.0
Deployability
8.0
Evaluation provenance
0.0

Not yet published: 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
13.5
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%
86.6

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

Freshness5%
11.1

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

Specification

Model ID
moonshotai/Kimi-VL-A3B-Instruct
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, Image
Outputs
Text
Cached input tokens
Not offered
First seen on OpenRouter
9 Apr 2025

Capabilities

  • Not supported: Reasoning
  • Not 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
mit
Pinned revision
398eede0903c
Parameters
16.4B
Architecture
KimiVLForConditionalGeneration
Model type
kimi_vl
Hugging Face downloads (30d)
67K
Downloads (all time)
4.1M
Likes
285
Repository updated
30 Jan 2026, 04:51 UTC