LLM Reference

Prodia

Researched 15d ago

Prodia

Vision

Prodia exposes 11 tracked models (0 with output token pricing in seed data). Task coverage across this catalog includes vision; open any model detail page for benchmarks, batch tiers, and migration prompts.

Portfolio context: 1 decision-task tag, 11 catalog rows, latest research stamp 2026-05-19.

Use this portfolio page for

  • Operators routing vision workloads through this API

Do not stop here for

  • Final benchmark picks without opening the relevant model detail page
  • Strict price-per-token comparisons until output pricing is sourced

Catalog rows

11

Models linked to this provider in seed data

Priced output routes

0

Add output pricing to unlock comparisons

Cheapest output

Unknown

Need positive token_out rows

Batch-ready SKUs

0

No batch pricing tracked

Latest catalog ship

2025-05-01

398d since dated release field

Freshness

2026-05-19

Researched 15d ago

fresh

Catalog release signal

Latest ISO-dated model.release in this catalog is 2025-05-01 (398d ago).

Where this host wins

  • Vision: 9 tracked models with multimodal benchmark coverage.

Getting started

Official entry points from seed metadata — confirm quotas and regions in vendor docs.

Compliance notes (verbatim seed excerpts)

Not yet verified from seed copy — no SOC/ISO/HIPAA-class sentences detected to quote verbatim.

Platform Overview

Prodia provides a developer-friendly REST API for AI image and video generation. The platform supports a wide catalog of models via consistent endpoints, offering text-to-image, image-to-image, inpainting, upscaling, and video generation. Notable features include ultra-low latency (<200ms for Flux Schnell), per-megapixel pricing, volume discounts at scale, and an enterprise tier. Models available include FLUX.1 Schnell/Dev, FLUX.1.1 Pro/Ultra, Stable Diffusion 1.5 and XL, Recraft V4, Seedream, Google Veo 3, OpenAI Sora 2, Kling, Wan 2.2, and image utility models (ESRGAN upscaler, GFPGAN face restore, SAM 3 segmentation, BiRefNet). The API uses versioned inference endpoints (e.g. inference.flux-fast.schnell.txt2img.v2) and returns job results asynchronously.

Available Models(11)

View all →

Platform Details

Models11

Organization

Prodia
Founded2022
San Francisco, California, United States

Prodia is a high-speed AI inference API platform providing scalable access to image and video generation models. It offers a unified REST API for text-to-image, image-to-image, inpainting, upscaling, and video generation, hosting models from Black Forest Labs (Flux), Stability AI, Google, OpenAI, ByteDance, and others. Prodia is known for sub-second latency on Flux Schnell (reported ~190ms) and pay-as-you-go pricing without subscriptions. Utilities include background removal, NSFW detection, face restoration, and segmentation (SAM 3).