Free ai & machine learning · infrastructure in the Top 11
9 providers in the Top 11 The 11 Best MLOps Platforms (2026) offer a free tier; the most credible is Databricks (Mosaic AI).
Why this answer
Filtered to entries with a published free tier (not just a free trial). When the pricing page is ambiguous we err conservative — paid-only by default.
Showing all 9 matches. Top 11 publishes whatever the data supports — we don’t pad lists. See the full ranked The 11 Best MLOps Platforms (2026).
#1Databricks (Mosaic AI)(rank #1 in The 11 Best MLOps Platforms (2026))
Free tierBest unified data-and-ML platform on the lakehouse.
Full Databricks (Mosaic AI) review · Compare: Databricks (Mosaic AI) vs Amazon SageMaker · Alternatives
#2Amazon SageMaker(rank #2 in The 11 Best MLOps Platforms (2026))
Free tierBest managed lifecycle for teams already on AWS.
#3Google Vertex AI(rank #3 in The 11 Best MLOps Platforms (2026))
Free tierBest MLOps-plus-foundation-model stack on Google Cloud.
#4Azure Machine Learning(rank #4 in The 11 Best MLOps Platforms (2026))
Free tierBest MLOps for Microsoft-governed enterprises.
#5Weights & Biases(rank #5 in The 11 Best MLOps Platforms (2026))
Free tierDeepest experiment tracking and evaluation of the field.
#6Dataiku(rank #6 in The 11 Best MLOps Platforms (2026))
Free tierBest code-plus-no-code platform for mixed teams.
#7ClearML(rank #9 in The 11 Best MLOps Platforms (2026))
Free tierBest open-source stack you can fully self-host.
#8Comet(rank #10 in The 11 Best MLOps Platforms (2026))
Free tierBest tracking plus native LLM and prompt evaluation.
#9ZenML(rank #11 in The 11 Best MLOps Platforms (2026))
Free tierBest neutral layer to unify tools you already run.
Methodology: /methodology · No paid placement ever · Verified .