Nodes/Parametric Studio/Latent Inspector
ComfyUI Node

Latent Inspector

Shows what a sampler is working on, with no VAE: every channel, the three strongest directions as colour, or a histogram per channel. The stats output gives each channel's numbers and a plain reading: noise, part way or structured. Compare it before and after a sampler.

By parametricparadigm·Created 4 days ago·Updated about 3 hours ago· 1
Latent Inspector
  • latent
  • view
  • stats
◄view▾►
◄batch_index0►
◄frame0►
CategoryParametric/Flagship

Inputs (4)

NameTypeDefaultDescription
latentLATENTAny image or video latent.
viewCOMBOWhat to draw.
batch_indexINT00–4096Which item of the batch to inspect.
frameINT00–100000Which frame of a video latent to inspect. Ignored for images.

Outputs (2)

NameTypeDescription
viewIMAGEThe picture.
statsSTRINGPer-channel mean, std, min, max and neighbour correlation, with a plain reading.