UI Venus 2 9B is a language model from InclusionAI. It ranks #31 of 351 on ModelCap's current board, with an Index score of 72.7, modeled from the publisher's launch results against measured models. Its score range of 65.3–80.2 spans positions #12–#53.
How this position was produced · fused launch placement
No general-family board lists this model yet. Its point estimate is the precision-weighted mean of every channel that spoke for it; each channel’s share is the weight it carried. Independent measurements replace this placement as boards list the model.
Fused estimate
72.7 ± 5.8
Independent share
0%
Shrink toward corpus
-1.3
Peer ceiling share
0%
Optimism haircut
None required · cross lab probe, 1 probe
Method
precision-weighted-v1
Channels fused into this model’s launch placement
Channel
Estimate
Share
Publisher corpus prior · not independent
global-corpus-prior over 213 held-out anchors
53.4 ± 23.5
6%
Launch card against resolved peers · not independent
launch card against 3 resolved peers on 3 rows
74.0 ± 6.0
94%
· Launch card row osworld-2-0-binary-acc: claims below every resolved peer
· Launch card row osworld-2-0-partial-score: inside the resolved peer range
· Launch card row osworld-verified: claims below every resolved peer
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
—
Evidence status
No admitted measured evidence
General preference
—
Coding
—
Agents & tools
—
Reasoning
—
Evidence breadth
0%
Evidence coverage
0%
Market and catalogue signals · secondary, never the language Index rank
Usage (OpenRouter popularity)
—
Liquidity (providers × uptime)
—
Open reach (HF downloads)
—
Surface (context / tools / modalities)
15.0
Freshness
81.9
· Catalogue: modalities Text/Image
· First seen 2026-08-26
These adoption and deployment observations remain context only. They do not change this model's ModelCap Index score or rank.
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.
Not yet published: a declared licence, 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 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
No matched Arena rating
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%
81.9
Time since first public availability, on a six-month half-life.
Specification
Model ID
inclusionAI/UI-Venus-2-9B
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
26 Aug 2026
Capabilities
Not supported: Reasoning
Not supported: Tool use
Not supported: Structured output
Not supported: Response format
Not supported: Moderated
Weights & access
License unverified. A weight repository exists, but ModelCap could not verify its license classification from the current source metadata.
UI Venus 2 9B holds ModelCap Index position #31 of 351 ranked language models as of 18 October 2026, with an Index score of 72.7 (interval 65.3–80.2); evidence: modeled · peer benchmarks. The Index combines public benchmark boards with published uncertainty; the methodology page explains the weighting.
How much does UI Venus 2 9B cost per 1M tokens?
No live API price is listed for UI Venus 2 9B in the current snapshot as of 18 October 2026 because the latest endpoint refresh was unavailable. ModelCap shows a price only when a provider currently lists one.
Which benchmarks has UI Venus 2 9B been evaluated on?
UI Venus 2 9B's Index position rests on the evidence listed on this page; it has no result on the public boards ModelCap tracks as separate leaderboards as of 18 October 2026. The evidence panel names each source and its publication date.
When was UI Venus 2 9B released?
UI Venus 2 9B first appeared in the catalogue on 26 Aug 2026. It is the current version in its family. Rank and price movements since then are recorded on the site's changes feed.