Node-based workflows

Node-based AI workflows. Local execution.

Same engine OpenArt runs in their cloud. Hybrig runs it on your rig. ComfyUI under the hood — eight production-grade graphs already wired and shipping in the desktop app, every one of them executing on the GPU you already paid for.

What the cloud-only crowd charges

Magnific charges ~$39 – $199/month {{TODO: source — magnific.ai/pricing}} to run an AI upscaler in their cloud. OpenArt charges per-credit on ComfyUI workflow execution {{TODO: source — openart.ai/pricing}}, so longer graphs and bigger images cost more every time you hit run. Hybrig runs the same node graphs on the GPU you already paid for. The bill is your power company.

Launch a pipeline

Click a template, land in Studio with it pre-loaded.

Each template here is a real multi-node graph wired end-to-end. One click opens the Studio canvas with the nodes and edges already on the board, ready to fill in your inputs and hit Run.

  • Face Swap + Voice Dub

    Face Swap

    Drop a video clip, your face, and a voice sample — get back the same scene with your face and voice.

    8 nodes · 8 edgesOpen in Studio →
  • Talking Head from Script

    Avatar

    Type a script, plug in your face and voice — get a video of you saying it.

    8 nodes · 9 edgesOpen in Studio →
  • Long-audio lipsync (chop + wrap + Seedance + stitch)

    Lipsync

    Drop a long VO + a face. Hybrig chops at silences, wraps each segment, runs Seedance one at a time, and stitches the lot back into one continuous video.

    7 nodes · 7 edgesOpen in Studio →
  • Image to Video

    Video

    Drop a still photo, get a short animated video.

    4 nodes · 3 edgesOpen in Studio →
  • Character Replacement Video

    Face Swap

    Replace the character in an existing clip with a reference face using local Wan VACE.

    5 nodes · 4 edgesOpen in Studio →
  • Voice Clone

    Voice

    Provide a voice sample and a script — get audio of that voice reading your script.

    3 nodes · 2 edgesOpen in Studio →
  • Lipsync to New Audio

    Lipsync

    Replace what someone is saying in a video — keep their face, swap the dialogue.

    4 nodes · 4 edgesOpen in Studio →
  • Headshot Stills (Flux + LoRA)

    Image

    Type a description, get a batch of stills using your trained LoRA.

    2 nodes · 1 edgesOpen in Studio →
  • Idea → Headshot

    Image

    Type a rough idea — get a polished still using your LoRA.

    3 nodes · 2 edgesOpen in Studio →
  • Idea → Animated Image

    Video

    Type a rough idea — get a still that animates into a short video.

    4 nodes · 4 edgesOpen in Studio →
  • Idea → Talking Head

    Avatar

    Type a topic — get a video of you talking about it in your voice.

    9 nodes · 11 edgesOpen in Studio →
  • Video Face Swap (your LoRA)

    Face Swap

    Replace someone's face in a video with your trained LoRA — works frame-by-frame, requires a trained LoRA of you.

    8 nodes · 9 edgesOpen in Studio →
  • Prompt Cleanup

    Marketing

    Paste any rough prompt — get a polished version with your LoRA trigger and cinematic descriptors.

    2 nodes · 1 edgesOpen in Studio →
  • Cohort Ad Pipeline (N prospects, 1 click)

    Cohort

    Upload a prospect CSV + Deep Intel + voice ref. Get one personalized ad per row, voice-cloned and leak-stripped. The pipeline behind Roof Radar's Peak Custom render.

    8 nodes · 8 edgesOpen in Studio →
  • Reference Plate Farm

    Farm

    Plug in a character pack and shot list, then batch-generate clean reference plates for any storyboard or client ad.

    7 nodes · 8 edgesOpen in Studio →
  • Finger-circle reveal

    Effects

    Phone in hand or gesture-circle that frames a real product UI screenshot inside a live-action plate. Cloud polish on the circle interior is optional.

    5 nodes · 4 edgesOpen in Studio →
  • Background seasons hypercut

    Effects

    Lock the subject, swap the backgrounds. One source plate, N season/weather variations, hard-cut on a beat.

    5 nodes · 4 edgesOpen in Studio →
  • Object additive buildup

    Effects

    One locked plate, an object materializes in compressed time. Construction, growth, assembly — the lifespan in seconds.

    5 nodes · 4 edgesOpen in Studio →
  • Object swap replacement

    Effects

    Same plate, same lighting, swap one object for another. Before/after pair on a single held shot — clothing, vehicles, products, set dressing.

    5 nodes · 4 edgesOpen in Studio →
  • Background territory zoom-out

    Effects

    Start tight on a subject, pull back until a wider context surface fills the frame. Generated expansion, not filmed.

    5 nodes · 4 edgesOpen in Studio →
  • Object removal layer reveal

    Effects

    Peel a surface to expose what is underneath. Held plate, masked region, removal pass — the companion to additive-buildup.

    5 nodes · 4 edgesOpen in Studio →
  • Wordmark end-sting (music beat)

    Effects

    Closing shot of an ad. A surface in the world carries the wordmark; the music sting lands on the reveal. The last frame is the trophy.

    6 nodes · 5 edgesOpen in Studio →
vs. cloud-only node services

Same graphs. Different bill.

OpenArt is a ComfyUI workflow gallery that runs the graphs in their cloud and charges per execution. Magnific is a single-purpose AI upscaler that charges a flat monthly subscription regardless of usage. Hybrig is the third option: same engine, your GPU.

ToolWhere it runsHow it bills
MagnificCloud only~$39 – $199/mo subscription {{TODO: source}}
OpenArtCloud onlyPer-credit on workflow execution {{TODO: source}}
RunDiffusionCloud onlyHourly GPU rental + per-render meter {{TODO: source}}
HybrigYour GPU (cloud as rescue valve)~$10/mo electricity, no per-render meter

Run any of these workflows on your rig

Install the desktop app. It bundles the local model supervisor, points the node-graph builder at your GPU, and signs you in to your Hybrig account. Every workflow on this page is wired and ready — Wan, Flux, PuLID, EchoMimic, LatentSync — running on the GPU you already paid for, no per-credit meter, no monthly cap.