What platforms does Prodia support?

Prodia is available on Web App.

What are the limitations of Prodia?

Output quality and licensing vary by upstream model, and partner models may carry their own terms. Homepage does not state actual per job rates, so cost planning requires checking elsewhere. Many headline models are third party, meaning access and behaviour can shift with the provider.

Prodia

Name: Prodia
Author: Prodia

One API and playground for dozens of image and video models

Intermediate API

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Screenshot of Prodia, One API and playground for dozens of image and video models

What is Prodia?

Prodia is an AI image upscaler tool. Prodia aggregates dozens of image and video generation models (FLUX.2, Nano Banana, Seedream, Recraft, Veo, Sora 2, Kling and more) behind one API and browser playground, with published per model latency, add on editing and upscaling utilities, and pay per job pricing.

Prodia is a model aggregation platform for AI image and video generation. Rather than committing to a single vendor, it puts a large catalogue of third party and first party models behind one interface: FLUX.2 in klein, dev, pro, flex and max variants, Google's Nano Banana family, Seedream 4.0 through 5.0, Recraft V3 and V4 (including vector output), Stable Diffusion XL, plus video models such as Veo 3.1, Sora 2, Kling, Runway Gen-4, Seedance, Wan 2.2, Minimax H3 and LTX 2 Pro. Utility endpoints round out the set: background removal, background masking, SAM 3 segmentation, inpainting with FLUX.1 Fill, and upscaling through HyPIR, Topaz Gigapixel and Topaz Proteus. The practical appeal is speed and comparison. Prodia publishes a per model latency figure next to each card, and several entries carry a "World's Fastest" badge, including FLUX.2 klein 4B at half a second, Qwen Image Edit Plus at 1.2 seconds and FLUX.1 dev at 1.4 seconds. Utility calls such as background removal and masking are listed at a tenth of a second. The catalogue can be filtered by task (text to image, image editing, inpainting, text to video, utility), so a team can pick the right model per job instead of defaulting to one. It suits developers and product teams who need to route generation jobs across providers, and creative studios that want to test a prompt across several models before settling on one. The site describes the service as an API with pay per job pricing, with models marked "Free to try" in the browser playground, so evaluation happens before integration work begins. Against single vendor tools, the tradeoff is depth versus breadth: Prodia offers many models, but output quality and licensing still depend on whichever upstream provider you pick, and partner models are labelled as such. It competes with other inference aggregators and with the native consoles of Flux, Google and OpenAI, and its case rests on breadth, published latency and a low friction way to trial models side by side.

How do you use Prodia?

1Open the model catalogue
Start on the Prodia app homepage, which lists every available model with its task type and a latency figure. Use the task filters to narrow down to text to image, image editing, inpainting, text to video or utility.
2Try a fast text to image model
Open a card such as FLUX.2 klein 4B, which is marked free to try, and run a prompt to see output in around half a second. This gives a baseline before testing heavier models.
3Compare on a stronger model
Repeat the same prompt on a larger model such as FLUX.2 pro or a partner model like Nano Banana Pro. Compare detail, prompt adherence and the listed generation time.
4Add editing and utilities
Test image editing or cleanup endpoints: Qwen Image Edit Plus for fast edits, Remove Background or Mask Background for cutouts, and Upscale or HyPIR for resolution gains.
5Evaluate video generation
Move to the video section and trial a text to video model such as Sora 2 or Veo 3.1 Fast. Note that heavier video jobs are listed in minutes rather than seconds.
6Move to the API
Once a model fits the job, connect through the Prodia API and pay per job. Pricing is described as transparent and per job on the homepage; confirm current rates before scaling usage.

Pros and cons

Pros

Wide model catalogue covers text to image, editing, inpainting, video and upscaling in one placeAI
Published latency figures per model make speed comparisons straightforward before you commitAI
Free to try access in the browser lets teams evaluate models without building an integration firstAI
Utility endpoints (background removal, masking, segmentation, upscale) handle post generation cleanupAI
Task filters and per model cards keep a very large catalogue navigableAI

Cons

Output quality and licensing vary by upstream model, and partner models may carry their own termsAI
Homepage does not state actual per job rates, so cost planning requires checking elsewhereAI
Many headline models are third party, meaning access and behaviour can shift with the providerAI
Very large catalogue can overwhelm beginners who just want one dependable default modelAI
Video jobs on heavier models are listed in minutes, which rules out interactive workloadsAI

How much does Prodia cost?

Free trial

Several catalogue entries, including FLUX.2 klein 4B, are labelled free to try, so models can be evaluated in the browser before any API spend. The homepage does not state a trial length or usage cap.

Learn more

Pricing

The homepage describes pay per job pricing with transparent rates, but does not list specific figures for any model. Some models are marked free to try in the browser playground. Check the app for current per job rates before planning costs.

Learn more

Features

Text to image across FLUX.2, Nano Banana, Seedream, Recraft, SDXL and Wan variants; image editing and inpainting with Qwen Image Edit Plus, FLUX.1 Kontext and FLUX.1 Fill; utilities for background removal, background masking, SAM 3 segmentation and upscaling via HyPIR and Topaz; text to video with Veo 3.1, Sora 2, Kling, Runway Gen-4, Seedance, Wan 2.2, Minimax H3 and LTX 2 Pro.

Frequently asked questions about Prodia

How much does Prodia cost?
The homepage describes pay per job pricing with transparent rates, but does not list specific figures for any model. Some models are marked free to try in the browser playground. Check the app for current per job rates before planning costs.
Does Prodia offer a free trial?
Several catalogue entries, including FLUX.2 klein 4B, are labelled free to try, so models can be evaluated in the browser before any API spend. The homepage does not state a trial length or usage cap.
Does Prodia have an API?
Yes, Prodia offers an API.
How do you use Prodia?
The walkthrough on this page covers 6 steps: 1. Open the model catalogue 2. Try a fast text to image model 3. Compare on a stronger model 4. Add editing and utilities 5. Evaluate video generation 6. Move to the API.
What platforms does Prodia support?
Prodia is available on Web App.
What are the limitations of Prodia?
Output quality and licensing vary by upstream model, and partner models may carry their own terms. Homepage does not state actual per job rates, so cost planning requires checking elsewhere. Many headline models are third party, meaning access and behaviour can shift with the provider.