ControlNet is a neural network that adds spatial conditioning to Stable Diffusion — control poses, edges, depth maps, and composition with precision. Revolutionized AI image generation by letting artists control exactly what the AI produces.
How ControlNet compares with its closest alternatives
All 5 closest alternatives have a free plan, as ControlNet does. 2 of the 5 offer an API; FalcoScan's records show none for ControlNet. ControlNet offers a desktop app. Of the alternatives, 4 offer a desktop app. ControlNet was founded in 2023; the alternatives on record were all founded in 2022, 5 of them earlier. ControlNet has no single headquarters on record; its alternatives with a known headquarters are in the United Kingdom and the United States.
Market position · Image
How ControlNet compares in Image
ControlNet has low opportunity and sits in the bottom third of 472 live Image tools on FalcoScan. Across Image, the average opportunity score is 49.2 and the average saturation score 52.4. FalcoScan rates ControlNet's own market position as open. 67 of the 472 operating Image tools have hot momentum, and FalcoScan has recorded 16 shutdowns in the category.
The closest alternatives to ControlNet that are still running, matched on the AI capabilities, uses and audience they share, are Img2Img, InvokeAI, Waifu Diffusion, Stable Diffusion, and Civitai.
Is ControlNet still running?
Yes. As of 2 November 2026, FalcoScan lists ControlNet as operating at github.com.
Where is ControlNet based?
ControlNet has no single headquarters: FalcoScan's records list it as a distributed, remote-first company.
Does ControlNet have an API?
FalcoScan's records show no public API for ControlNet.
Who is ControlNet for?
ControlNet is built for developers and artists.
How do I sign in to ControlNet?
Sign in on ControlNet's own website, github.com. FalcoScan reviews ControlNet but does not run its accounts, so logins, passwords and billing are handled by ControlNet directly.