A detailed wooden toy ship with carved masts and sails glides over a plush blue carpet that mimics the waves of the sea.
Published sample · CogVideoX 2B · Apache-2.0 · published prompt · open models run as a ComfyUI workflow on a GPU pod · price is a sample
The price is on the Generate button before you press it. Credits are held while the run works and charged when the file arrives. If the run can’t be delivered, you pay nothing.
No card needed. Credits don't expire.
Each model lists its time and price before you run it. Auto chooses the strongest model that fits your cap and tells you which one it used.
See the modelsMissing custom nodes and model files are listed by name and installed for you. Choose which inputs go on the form. Everything else in the graph stays out of sight.
How import worksA saved workflow becomes an endpoint on the GPU you choose. It sleeps when nobody calls it, so an idle day costs nothing, and each request is logged with its cost.
See endpointsThis is the ledger for one run. Kling returned an error on every route, so the run moved to the next model under your cap. You pay for the file you get, and the difference goes back to your balance. Open models on Milvey GPUs queue instead of moving to a paid API.
| 14:02:11 | Hold for Kling V3 (under your 120 cr cap) | −110 |
| 14:02:40 | Kling returned 503 on every route. Looking for the next model under your cap. | 0 |
| 14:02:41 | Rerouted to Wan 2.2 (next model under your cap) | |
| 14:03:58 | File delivered by Wan 2.2. Charged its price. | −26 |
| 14:03:58 | Unused part of the hold returned | +84 |
Candle flame with smoke and bokeh (description; prompt not published)
Mochi 1· Apache-2.0
Woman in a red dress among red lanterns (description; prompt not published)
Mochi 1· Apache-2.0
Hand picking lemons from a bowl, studio product shot (description; prompt not published)
Mochi 1· Apache-2.0
A detailed wooden toy ship with intricately carved masts and sails is seen gliding smoothly over a plush, blue carpet that mimics the waves of the sea. The ship's hull is painted a rich brown, with ti
CogVideoX 2B· Apache-2.0
The camera follows behind a white vintage SUV with a black roof rack as it speeds up a steep dirt road surrounded by pine trees on a steep mountain slope, dust kicks up from it’s tires, the sunlight s
CogVideoX 2B· Apache-2.0
Cowboy riding in the desert (Commons description; generated with Runway Gen-3 Alpha)
Runway Gen-3· Public domain (Wikimedia Commons)
These come from the model makers’ own published samples and Wikimedia Commons, credited on the sources page. Outputs made on Milvey will replace them as the beta runs.
Pick three widgets in your graph. They show up on the form your client fills in, and as the JSON body below. The rest of the graph stays private.
Brand film · v7
product_image
bottle.png
prompt
slow orbit, soft studio light
duration
5 s
Run · 12 crsample
curl https://api.milvey.example/v1/endpoints/brand-film/runs \
-H "Authorization: Bearer $MILVEY_KEY" \
-d '{
"product_image": "https://…/bottle.png",
"prompt": "slow orbit, soft studio light",
"duration": 5
}'{
"id": "run_7f3a",
"status": "completed",
"output": { "video_url": "https://…/run_7f3a.mp4" },
"credits": 12,
"gpu": "RTX PRO 6000",
"seconds": 89.4
}| Model | Good at | Typical time | Sample price |
|---|---|---|---|
| Veo 3.1 | Native audio, Camera language | ~1m 50s | 500 crper 5 s clip at 720p |
| Kling V3 | Human motion, Start/end frames | ~1m 10s | 110 crper 5 s clip at 720p |
| Wan 2.2 | Open weights, LoRA support | ~2m 30s | 26 crper 5 s clip at 720p |
| Seedance 1.0 Pro | Multi-shot, Speed | ~55s | 65 crper 5 s clip at 720p |
| LTX-2 | Speed, Open weights | ~25s | 6 crper 5 s clip at 720p |
| HunyuanVideo | Prompt adherence, Open weights | ~2m 10s | 23 crper 5 s clip at 720p |
| Gemini Omni Flash | Native audio and dialogue by default, Multi-turn video editing with character consistency | Unknown | 130 crper 5 s at 720p |
| Kling 4.0 | 3-30 s clips, Native stereo audio | Unknown | 200 crper 5 s at 720p |
| Runway Gen-4.5 | Camera and motion control, Aleph 2 video-to-video editing | Unknown | 150 crper 5 s |
| Luma Ray 3.2 | HDR / EXR output, Video reframe and edit | Unknown | 75 crper 5 s at 720p |
| MiniMax Hailuo H3 | Very cheap per second, Native audio | Unknown | 65 crper 5 s |
| Seedance 2.5 | 4-30 s multi-shot clips, Native audio | ~1 min (unverified) | 290 crper 5 s at 720p |
| LTX-2.5 | Native synchronized audio + video, Fast 8-step distilled variant | Fast (8-step distilled) | 11 crper 5 s at 1080p |
| Kandinsky 5 | Fast text-to-video, Low cost per clip | Unknown (Pro distilled to 10 steps) | 20 crper 5 s |
| Mochi 1 | Strong motion fidelity, Clean Apache-2.0 | Unknown | 170 crper 5 s clip at 720p |
Sample prices. You see the exact price on the Generate button before you run anything.
Saving and versioning workflows is free. You pay when something runs.
2026
I’m building Milvey on my own.
The first job is getting real ComfyUI workflows to run without a day of fixing custom nodes. If yours doesn’t import, send it to me. Each one that fails shows me what the importer still gets wrong.
Below is what’s done and what’s next. The changelog has the details.
Faiz
In demo
Workflow importWeek 01
Drop a ComfyUI JSON. Custom nodes and models are detected and listed.
Node and model resolverWeek 02
Node packs pinned to a commit. Weights matched by hash and cached.
Building now
Form from a graphWeek 03
Click a widget to put it on the form.
Next
Templates and versionsWeek 05
Save, fork, roll back, and share a pinned version.
Endpoints and client appsLater
Call a saved workflow over HTTP, or hand a client a form.
Join the list, then reply with a ComfyUI JSON. I’ll get it running on Milvey and send you the cost per run.
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