Universe/Language/Text/Novita AI
Venture candidateAutomated record

Novita AI

AI infrastructure picks-and-shovels

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Rising signal50.3
Rising rank#43
Profile completeness50%
Last public activitySep 2, 2026
01

Usage, audience and developer pull

4.2KHF model downloads300.8 per model
390HF followers36 total likes
1.5KGitHub stars161 forks
14Model portfolio1 datasets · 0 Spaces

AI infrastructure picks-and-shovels

  • Shipping now
  • GitHub momentum
02

What it publishes

Language/Text
Top tasks
text-generation (2)
Model sizes
100B+ (5); 10-30B (4); 3-10B (3); 0.5-3B (1); 30-100B (1)
Base families
Llama
Libraries
speculators
03

How it ships

Original repositories27
Forked repositories28
Pushed in 90 days14
Archived share7%
Languages
Python, Go, MDX, JavaScript, Rust, TypeScript, CSS
Topics
controlnet, lora, stable-diffusion, img2img, img2video, swapface, txt2img, txt2video, gpu, sandbox
Latest release
novitalabs/pegaflow · Sep 2, 2026
04

Latest observed moves

  1. GitHub pushRepository activity
  2. GitHub releaseRelease v0.24.1
  3. HF modelModel published or updated
  4. HF datasetDataset published or updated
05

Publicly evidenced tooling

Training
Not disclosed
Compute
Not disclosed
Hardware
Not disclosed
Tracking
Not disclosed
Bottlenecks
Not disclosed

“Not disclosed” means no evidence was found in the sampled public metadata or top model card—not that the lab does not use the tool.

06

Nearest modality peers

Validate recurring revenue, workload retention, margins, and differentiation from clouds and open source.

  • HF member count is only a public-profile proxy
  • Low declared-task coverage
headquartersfoundedYearfoundersOrLeadershipemployeeCountfundingbusinessModelproducts

Completeness: 7 of 14 tracked field groups. Unknowns are explicit so an analyst can close them.

Every claim should be auditable.

Platform counters are a point-in-time public snapshot. Editorial facts are only promoted after source review.

Know when the thesis changes.

Weekly deltas, funding and team alerts, portfolio watchlists, CSV exports and an analyst-ready API turn a static profile into a sourcing system.

See tracker plans →