Top Free Alternatives to AWS SageMaker
Stop paying expensive subscriptions for AI tools. Discover the best free and open-source replacements for AWS SageMaker.
Why switch from AWS SageMaker?
AWS SageMaker is a proprietary service with licensing limits and pricing models that scale with usage or user counts. Switching to an open-source alternative lets you self-host, secure your business data, and avoid licensing taxes.
Cortex
Free / Open Source
Production infrastructure for machine learning
Key Features
- 100% data control
- Self-hostable
- No vendor lock-in
- Community-driven
Pros
- + Ownership of your data
- + Flexible and customisable
- + Cost-effective
Cons
- - Requires server setup
- - Smaller commercial support
Ploomber
Free / Open Source
YAML-based pipeline builder for ML models
Key Features
- 100% data control
- Self-hostable
- No vendor lock-in
- Community-driven
Pros
- + Ownership of your data
- + Flexible and customisable
- + Cost-effective
Cons
- - Requires server setup
- - Smaller commercial support
Seldon
Free / Open Source
Deployment & monitoring for machine learning at scale
Key Features
- 100% data control
- Self-hostable
- No vendor lock-in
- Community-driven
Pros
- + Ownership of your data
- + Flexible and customisable
- + Cost-effective
Cons
- - Requires server setup
- - Smaller commercial support
Zilliz
Free / Open Source
Platform for generating embedding vectors
Key Features
- 100% data control
- Self-hostable
- No vendor lock-in
- Community-driven
Pros
- + Ownership of your data
- + Flexible and customisable
- + Cost-effective
Cons
- - Requires server setup
- - Smaller commercial support