Introducing Inference Hub: Compare AI Inference Providers in One Place
We built Inference Hub to solve one problem — finding the right AI inference provider shouldn't require opening 20 tabs. Compare pricing, models, and features across every major provider.
If you’ve ever tried to figure out which AI provider to use for your project, you know the pain. Every provider has a different pricing page, different model names for the same underlying model, and different ways of presenting their costs. Want to run Flux Pro for image generation? You’ll need to compare fal.ai’s per-megapixel pricing against Replicate’s per-image pricing against Together AI’s per-step pricing. Good luck.
We built Inference Hub to fix this.
What is Inference Hub?
Inference Hub is an open directory that aggregates AI inference providers, their model catalogs, and pricing data into a single, searchable interface. Think of it as a comparison engine for the AI inference market.
Right now, we track 9 providers with over 900 model-pricing entries:
- Kie.ai — 84 models across chat, image, video, and audio
- Muapi — 193 models with the broadest image/video coverage
- fal.ai — 80 curated models from their 1,200+ endpoint catalog
- OpenRouter — 321 LLM models with unified routing
- Replicate — 65 major models across all modalities
- Together AI — 24 models with fast open-source inference
- Fireworks AI — 19 models optimized for low latency
- Groq — 6 models on custom LPU hardware for fastest inference
- DeepInfra — 153 models at the cheapest per-token pricing
Why this matters
The AI inference market is fragmented. The same model — say, Llama 3.3 70B — might cost $0.23/Mtok on DeepInfra, $0.59/Mtok on Groq, or $0.88/Mtok on Together AI. That’s a 4x price difference for the same model. Multiply that across a production workload and you’re talking real money.
For image and video models, the comparison is even harder because providers use different units: per-image, per-megapixel, per-second, per-video, per-step, or per-compute-second. We normalize all of this so you can compare apples to apples.
What you can do today
- Browse providers — See every provider’s full model catalog with pricing, features, and capabilities at a glance
- Compare models — Find who offers the model you need and at what price
- Discover alternatives — Find cheaper or faster providers for models you’re already using
What’s next
We’re actively expanding the directory. On the roadmap:
- More providers — Cerebras, SiliconFlow, Pixazo, WaveSpeedAI, Runware, and more
- Price comparison tables — Side-by-side pricing for the same model across providers
- Latency and throughput data — Real benchmarks, not just marketing claims
- API status monitoring — Know which providers are actually up
- Alerts — Get notified when prices change for models you care about
Built in the open
Inference Hub is a community resource. If you notice incorrect pricing, missing models, or want to suggest a provider to add, reach out. The data is only as good as we keep it.
We scrape and verify pricing data directly from provider APIs and pricing pages. When providers update their pricing, we update ours.
Start exploring at inferencehub.org/providers or jump straight to models to find what you need.