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ModelCap

SenseNova U1 8B MoT

Official publisher releaseOpen weights

Sensenova·sensenova/SenseNova-U1-8B-MoT

SenseNova U1 8B MoT weight access is open weights, from ModelCap classification of published repository metadata as of 9 Sept 2026, 20:46 UTC.

Snapshot facts · download the public dataset · methodology

Catalogue signals · Image board
16.2
Availability and deployment ordering · not a capability score
Market Gravity
10.4
Secondary market signal

Superseded by SenseNova U1.5 8B MoT. It no longer holds a current-board position.

OpenRouter endpoint status could not be refreshed. This model is not treated as currently served until a successful observation arrives.

Input
no comparable token price
Output
media-unit price not published
Context
tokens
Providers
0
endpoints
Gateway spend
latest · Vercel share

Providers

Uptime measured over the last 30 minutes

Current provider status is unavailable.

Other versions (2)

Catalogue ordering · Image board

Methodology
16.2
Published availability and deployment signals · not capability
Public rank basis
Catalogue and deployment signals
Market and catalogue signals · order this category catalogue
Usage (OpenRouter popularity)
Liquidity (providers × uptime)
Open reach (HF downloads)
Surface (context / tools / modalities)
15.0
Freshness
58.5
  • · Catalogue: modalities Text/Image/Audio
  • · First seen 2026-04-22

This category board uses only published catalogue and deployment facts. It does not infer media-generation quality or compare incompatible media-unit prices.

This is a discovery ordering, not a capability benchmark. Category-compatible public evaluation evidence must be added before ModelCap can publish a media-quality rank.

Deployment readiness

Metadata index
47.9
partial · 52% metadata coverage
Not capability
Artifact reproducibility
85.0
Access & legal clarity
100.0
Deployability
8.0
Evaluation provenance
0.0

Missing: artifactReproducibility.base-lineage, deployability.independent-provider-records, deployability.measured-provider-uptime, deployability.published-provider-pricing, deployability.declared-capacity, evaluationProvenance.admitted-evaluation-observations, evaluationProvenance.capability-family-breadth, evaluationProvenance.evaluation-source-diversity, evaluationProvenance.identity-and-source-confidence, 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
10.4
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%
58.5

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

Specification

Context window
tokens
Max output
Inputs
Text, Image, Audio
Outputs
Text, Image, Audio
Tokenizer
First seen on OpenRouter
22 Apr 2026

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
apache-2.0
Pinned revision
bfa9b436503c
Parameters
17.6B
Architecture
NEOChatModel
Model type
neo_chat
Hugging Face downloads (30d)
Downloads (all time)
Likes
Repository updated
15 May 2026, 17:44 UTC

Metadata status: stale · HTTP 429.

SenseNova U1 8B MoT: common questions

Is SenseNova U1 8B MoT open-weight?

Open weights (apache-2.0). 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. The repository is sensenova/SenseNova-U1-8B-MoT on Hugging Face.

When was SenseNova U1 8B MoT released?

SenseNova U1 8B MoT first appeared in the catalogue on 22 Apr 2026. It has since been superseded by SenseNova U1.5 8B MoT. Rank and price movements since then are recorded on the site's changes feed.