Registry / Capabilities / Model Hosting

Capability: Model Hosting

Platforms for hosting, deploying, or running model inference services.

20 formal tools

Related input types

Structured DataFunction Call

Related output types

Structured JsonText
01

Tools with Model Hosting

AWS Bedrock

AWS platform for building generative AI applications and agents with managed model access, agents, knowledge bases, guardrails, and usage-based pricing.

Model & InfrastructurePlatformWeb AppAPISDK
pricing model
Usage Based
primary route
Model Api
platforms
Web

Baseten

Baseten platform for AI evaluation and monitoring and model gateway management.

Model & InfrastructurePlatformAPISDKCLI
pricing model
Hybrid
primary route
Model Api
platforms
macOS, Windows, Linux

Cerebras Inference

Cerebras Inference API platform for model hosting and model API access.

Model & InfrastructureApi PlatformAPISDK
pricing model
Hybrid
primary route
Api Usage
platforms
Not applicable

Databricks Mosaic AI

Databricks Mosaic AI platform for AI data preparation and RAG and vector search.

Model & InfrastructurePlatformWeb AppAPI
pricing model
Usage Based
primary route
Model Api
platforms
Web

fal.ai

fal.ai API platform for music and audio generation and voice and speech workflows.

Model & InfrastructureApi PlatformAPISDKCLI
pricing model
Hybrid
primary route
Model Api
platforms
macOS, Windows, Linux

Fireworks AI

Fireworks AI platform for RAG and vector search and voice and speech workflows.

Model & InfrastructurePlatformAPISDKCLI
pricing model
Hybrid
primary route
Model Api
platforms
macOS, Windows, Linux

GroqCloud

Groq inference API platform for fast model serving and developer workflows.

Model & InfrastructureApi PlatformAPISDK
pricing model
Usage Based
primary route
Model Api
platforms
Web

Hugging Face Inference Endpoints

Managed infrastructure for deploying Hugging Face models as dedicated inference endpoints.

Model & InfrastructurePlatformWeb AppAPISDK
pricing model
Usage Based
primary route
Api Usage
platforms
Web

IBM watsonx.ai

IBM watsonx.ai platform for AI evaluation and monitoring and agent-building workflows.

Model & InfrastructurePlatformWeb AppAPI
pricing model
Hybrid
primary route
Model Api
platforms
Web

Lepton AI

Lepton AI provides AI tool capabilities.

Model & InfrastructureApi PlatformAPISDKWeb App
pricing model
Usage Based
primary route
Model Api
platforms
Web

Microsoft Foundry

Azure platform for building, optimizing, deploying, and governing AI apps and agents.

Model & InfrastructurePlatformWeb AppAPISDK
pricing model
Usage Based
primary route
Api Usage
platforms
Web

Mistral La Plateforme

Mistral AI developer platform for model API access and deployment workflows.

Model & InfrastructureApi PlatformAPISDK
pricing model
Usage Based
primary route
Model Api
platforms
Web

Modal

Serverless compute platform for AI, batch, and inference workloads.

model-infrastructurePlatformAPISDKCLI
pricing model
Usage Based
primary route
Api Usage
platforms
Source detail

NVIDIA NIM

NVIDIA NIM platform for model hosting and model API access.

Model & InfrastructurePlatformAPISDK
pricing model
Hybrid
primary route
Model Api
platforms
Web, Linux

Replicate

Cloud API platform for running, fine-tuning, and deploying AI models.

Model & InfrastructurePlatformAPISDKWeb App
pricing model
Usage Based
primary route
Model Api
platforms
Web

RunPod

GPU cloud and serverless infrastructure for AI workloads.

model-infrastructurePlatformAPISDKWeb App
pricing model
Usage Based
primary route
Api Usage
platforms
Source detail

SambaNova Cloud

Cloud API access to SambaNova-hosted open-source and reasoning models.

Model & InfrastructureApi PlatformWeb AppAPISDK
pricing model
Hybrid
primary route
Model Api
platforms
Web

Together AI

AI cloud platform for model APIs, inference, fine-tuning, evaluations, GPU clusters, and sandboxes.

Model & InfrastructurePlatformAPISDKWeb App
pricing model
Usage Based
primary route
Model Api
platforms
Web

Vertex AI

Google Cloud platform for model building, model APIs, hosting, and generative AI workflows.

Model & InfrastructurePlatformWeb AppAPISDK
pricing model
Usage Based
primary route
Model Api
platforms
Web

Weaviate

Open-source AI database and vector-search platform with cloud, marketplace, and partner deployment routes.

Model & InfrastructurePlatformMarketplace AppWeb App
pricing model
Hybrid
primary route
Marketplace
platforms
Web