Model Hosting

Alternatives to Databricks Mosaic AI

The tools Specifiction weighs against Databricks Mosaic AI, from its list of model hosting, each with its plans, platforms and spec score.

01 Baseten
Free plan Web · API · Self-hosted
8.1 Visit Specs
02 Cloudflare Stream
It suits video publishers, educators, live-event operators, and teams distributing user-generated or AI-generated media across platforms.

From $1/mo Web · macOS · iOS · Android
8.1 Visit Specs
03 BentoML
Free plan Web · Linux · API · Self-hosted
8.0 Visit Specs
04 fal
Web · API
7.7 Visit Specs
05 Runpod Serverless
Free plan Web · Windows · macOS · Linux
7.7 Visit Specs
06 Cohere North
Web · Self-hosted
7.3 Visit Specs
07 Hugging Face Inference Endpoints
From $0.06/mo Web · API
7.3 Visit Specs
08 Modal
From $250/mo Web · API
7.3 Visit Specs
09 Replicate
Free plan Web · API
7.3 Visit Specs
10 Fireworks AI
Web · API · Self-hosted
7.2 Visit Specs
11 Alibaba Cloud Machine Learning Platform for AI
From $0.06/mo Web
7.0 Visit Specs
12 KServe
API · Self-hosted
6.9 Visit Specs
13 Azure Machine Learning
Azure Machine Learning suits teams needing web-based forecasting, evaluation, automated learning or model deployment.

Web
6.4 Visit Specs
14 Anyscale
Web
6.1 Visit Specs
15 Amazon SageMaker AI
Web
6.0 Visit Specs
16 Cerebras Inference

5.7 Visit Specs
17 DeepInfra
Web
5.7 Visit Specs
18 IBM watsonx.aiIBM
Web · API
5.7 Visit Specs
19 Google Gemini API
Web
5.5 Visit Specs
20 GroqCloud
Web
5.5 Visit Specs
21 Novita AI
Web
5.3 Visit Specs
22 OpenAI API
Web
5.3 Visit Specs
23 Oracle Cloud Infrastructure Data Science
Web
5.2 Visit Specs
24 SambaNova Cloud
Web
5.1 Visit Specs

Databricks Mosaic AI, head to head