Cubbie Points
Qwak
MLOps Platforms
ML engineering platform for building, training, and deploying models with integrated feature store and serving.
Unified model management and collaborationOne click model training and fine tuningScalable model deployment
Alternatives to Iguazio
- 1MLOps Platforms, Feature Stores
- 2MLOps Platforms, Feature Stores
Tecton
Feature Stores
Enterprise feature platform for managing and serving ML features in production with real-time data pipelines.
SOC 2ISO 27001GDPRUsage-basedMLOps PlatformsAI/ML InfrastructurePriceUsage-based
- 3MLOps Platforms, Feature Stores
Feast
Feature Stores
Open-source feature store for ML serving production features to models with offline and online storage.
Free planData QualityMLOps Platforms - 4MLOps Platforms
Modelbit
MLOps Platforms
ML deployment platform letting data scientists deploy models to production REST APIs directly from Jupyter notebooks.
Free plan - 5MLOps Platforms, Feature Stores
Featureform
Feature Stores
Virtual feature store layering on top of existing infrastructure for managing ML features without migration.
Free planMLOps PlatformsAI/ML Infrastructure - 6MLOps Platforms
Aporia
AI Observability
ML observability platform providing real-time monitoring, alerting, and investigation for production models.
Free planMLOps PlatformsObservability Platforms - 7MLOps Platforms
Edge Impulse
MLOps Platforms
MLOps platform for building and deploying embedded machine learning models including computer vision on edge devices.
End to end ml pipeline developmentModel training and optimizationModel versioning and management - 8MLOps Platforms
VESSL AI
MLOps Platforms
MLOps platform for managing ML infrastructure and running experiments on GPU clusters.
Distributed training supportContainer orchestrationProvisioned throughputPriceUsage-based
- 9MLOps Platforms
Domino Data Lab
MLOps Platforms
Enterprise MLOps platform for data science teams to build, deploy, and manage models at scale.
Collaboration tools - 10MLOps Platforms
Vigil AI
MLOps Platforms
AI governance and observability platform for monitoring production generative AI.
