A Higgsfield alternative for developers: the same models by API for less
Updated
Two different products
Higgsfield is a creative app. You pay a monthly plan, you get credits, and each generation spends some of them. That suits people who make things in a browser.
VidLab is built for code and for agents. There is no plan to pick. You add credit to a wallet, call POST /v1/generations with a model id, and the price of the call is held until it finishes. A success is charged its catalogue price and a failure costs nothing. The same key works from a script, a backend, or an assistant through MCP, and it reaches models such as Seedance 2.5, Nano Banana Pro and Grok Imagine Video 1.5.
The same model, side by side
Video is priced per second of output and images per image.
| Model and setting | VidLab | Higgsfield | You save |
|---|---|---|---|
| Seedance 2.5 480p, per second | $0.088 | $0.147 | 40% |
| Seedance 2.5 720p, per second | $0.21 | $0.343 | 38% |
| Seedance 2.5 1080p, per second | $0.52 | $0.784 | 33% |
| Grok Imagine Video 1.5 720p, per second | $0.07 | $0.2205 | 68% |
| Grok Imagine Video 1.5 1080p, per second | $0.13 | $0.392 | 66% |
| Wan 3.0 720p, per second | $0.07 | $0.0858 | 18% |
| Nano Banana Pro 2K, per image | $0.04 | $0.098 | 59% |
| Nano Banana Pro 4K, per image | $0.08 | $0.196 | 59% |
| Nano Banana 2 2K, per image | $0.03 | $0.098 | 69% |
| Grok Imagine Image 2.0 2K, per image | $0.02 | $0.098 | 79% |
| Seedream 5.0 Pro 2K, per image | $0.04 | $0.1225 | 67% |
The detail pages go deeper on three of these: Seedance 2.5, Nano Banana Pro and Grok Imagine.
Where Higgsfield is lower
We compared every setting we could match one to one, and some are cheaper there.
| Model and setting | VidLab | Higgsfield | You save |
|---|---|---|---|
| Kling 3.0 720p, with audio, per second | $0.13 | $0.098 | Higher |
| Kling 4.0 720p, per second | $0.18 | $0.1593 | Higher |
| Hailuo 2.3 768p, per second | $0.06 | $0.049 | Higher |
If your workload is mostly these models at these settings, Higgsfield is the lower price today. Check the setting you use rather than trusting a headline.
What you get as a developer
- A price before you spend.
POST /v1/estimatereturns the exact price of a call. It is free and needs no key. - A spending cap. Send
max_price_usdand the call is refused if the price is above it. - Safe retries. An
Idempotency-Keymakes a repeated request return the same job instead of starting, and paying for, a second one. - Machine-readable docs. An OpenAPI file, llms.txt, and an agent skill so a coding agent can read the API without scraping.
- The cheapest route that is up. Each call goes to the lowest-priced route that can run it right now, and the price you pay does not change with the route.
- Agents. Connect Claude Code, Cursor or Codex through MCP.
FAQ
Is VidLab the same product as Higgsfield?
No. They are separate companies with separate products.
Do I need a monthly plan?
No. You add credit in any amount from $10 to $5,000, or use a pack, and spend it per generation. Credit does not expire. See wallet and billing.
Are these the same models?
For the rows above, yes: the same named model, called by API instead of through an app. The full list is on the models page.
Does Higgsfield offer an API too?
Check its own documentation for what it offers and what it costs. This post only compares the prices of generations at matching settings.
How do I try it?
Read the quickstart, create a key, and run a free estimate for the model you use today.