Model serving & deployment platforms
Platforms that help teams deploy and operate models as reliable production services while handling scaling and infrastructure complexity.
- Companies
- 12
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Companies
- Baseten
Baseten is an AI inference infrastructure platform that helps teams train, deploy, and serve models in production with autoscaling, observability, and optimized serving infrastructure.
- BentoML
BentoML is a unified inference platform and open-source framework for deploying, scaling, and operating AI models in production with infrastructure, autoscaling, observability, and cloud/on-prem…
- Blackfuel
Blackfuel is an AI inference company that provides dedicated infrastructure and an OpenAI compatible API for serving open weight models in production.
- fal
fal provides developers and businesses with a platform to run AI models, especially generative media models, as production services.
- Fireworks AI
Fireworks AI is an AI inference cloud and developer platform that helps teams deploy, serve, fine-tune, and optimize generative models in production with an emphasis on speed, cost efficiency, and…
- FriendliAI
FriendliAI is a generative AI inference platform that helps teams deploy and operate large language and multimodal models in production with optimized speed, latency, and cost.
- Modal
Modal is a serverless cloud platform for AI/ML workloads that helps teams deploy and operate code, GPU jobs, inference, fine-tuning, and other production compute without managing infrastructure…
- OpenRelay
OpenRelay is a distributed, hardware-agnostic AI inference platform that connects consumer and datacenter GPUs into a fault-tolerant mesh for deploying production model workloads.
- Replicate
A platform that lets developers run, fine-tune, and deploy machine-learning models through an API without managing underlying infrastructure.
- Runpod
Runpod is an AI developer cloud that lets teams build, train, fine-tune, deploy, and scale AI workloads on GPU infrastructure from one platform.
- Simplismart
Simplismart provides a platform for deploying and serving AI models in production, with infrastructure to manage scaling and performance.
- Together AI
Together AI is a full-stack AI cloud platform that helps teams run, fine-tune, train, and deploy open-source models and AI agents with production-grade inference and infrastructure.