Prodia

What is Prodia?

Prodia is an API platform for generating images and video with hosted AI models, so a product team does not need to run GPUs itself. Its Model Explorer lists every model with an identifier string, a task label and a typical run time, and you can run a model in the browser first and then wire it into an app. The catalog covers text-to-image models such as the FLUX.2 family, Recraft and Seedream, image editing with FLUX Kontext and Qwen Image Edit, text-to-video models including Veo 3.1, Sora 2, Kling and Minimax H3, and utilities for upscaling, background removal and segmentation. Partner models sit beside Prodia's own optimized ones, and listed run times range from about half a second for small image models to tens of seconds for video. The page marks FLUX.2 klein 4B as free to try. Prices are not shown on the model pages, so check the dashboard or sales team for per-model costs.

Use cases

• Add text-to-image to an app via API
• Generate video clips from text prompts
• Edit images with Kontext or Qwen models
• Upscale and sharpen low-resolution images
• Remove or mask image backgrounds
• Compare image models before integrating

Who it's for

• Developers
• Product teams
• AI startups

Why use Prodia

• Many image and video models sit behind one API, which saves integrating each vendor separately.
• Trying a model in the browser first shows output quality and speed before you write code.
• Run times are listed beside every model, so latency is easy to weigh against quality.
• Utility models for upscaling, background removal and segmentation cover common editing steps in the same API.

Prodia features

• Model Explorer with in-browser trials
• Text-to-image models including FLUX.2 variants
• Image editing and inpainting models
• Text-to-video models such as Veo 3.1 and Sora 2
• Vector output with Recraft V4 Vector
• Upscaling with Topaz Gigapixel and Proteus
• Background removal and masking utilities
• SAM 3 segmentation
• Stable Diffusion XL and 1.5 models
• Run time shown for each model

How to get started with Prodia

1. Open the Model Explorer at app.prodia.com and browse image, video and editing models.
2. Pick a model and run it in the browser with your own prompt or image.
3. Note the model's identifier string, such as the inference.flux-2 style names.
4. Call that model from your application through the Prodia API.
5. Swap in another model by changing the identifier.

Prodia limitations

• Pricing is not shown on the model pages
• Built for developers, so some integration work is needed
• Available models and run times change as the catalog updates
• Video models take much longer to return than image models

Prodia pricing

We couldn't confirm pricing on the official site. Check app.prodia.com for current prices.

Prices can change and may vary by country or exclude tax. Check the official pricing page.

Prodia alternatives

The main Prodia alternatives listed on Debuly are Replicate, fal.ai, Together AI, Stability AI, Runware and Fireworks AI. The table compares pricing and platforms; order is A–Z.

1. 

   fal.ai

   Pay-per-output API for image, video, audio and 3D generation models, plus serverless GPUs and an AI media agent.

   Developer platformsImage generationVideoAudio and voice
   PaidVisit fal.ai (official site)
2. 

   Fireworks AI

   Inference and training platform for open models: pay-per-token serverless APIs, GPU deployments, fine-tuning and reserved capacity.

   Developer platformsCodingAutomation and agents
   PaidVisit Fireworks AI (official site)
3. 

   Replicate

   Cloud API for running, fine-tuning and deploying open-source and proprietary AI models, billed by compute time or by output.

   Developer platformsImage generationVideo
   PaidVisit Replicate (official site)
4. 

   Runware

   One API for running image, video, audio, language and 3D AI models, with pay-as-you-go pricing and serverless GPU compute.

   Developer platformsImage generationVideo
   PaidVisit Runware (official site)
5. 

   Stability AI

   Generative AI company behind Stable Diffusion and Stable Audio, offering Brand Studio, an API and licensed models for image, video, 3D and audio.

   Image generationAudio and voiceVideoDeveloper platforms
   FreemiumVisit Stability AI (official site)
6. 

   Together AI

   AI cloud for running open-source models through serverless and batch inference, dedicated endpoints, GPU clusters and fine-tuning.

   Developer platformsCoding
   PaidVisit Together AI (official site)

Prodia FAQ

Sources & verification

Facts on this page come from the official sources below, each with the date we read it. Written by Debuly; the vendor did not review this page.

Image credits

• Logo: from app.prodia.com · fetched 24 Oct 2026 · Vendor trademark, used only to identify the product; removed on request
• Cover: none collected yet, so a generated tile is shown.

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