Cubbie Points
ClearML
AI/ML Infrastructure
Open-source MLOps platform for experiment management, orchestration, and deployment of ML pipelines.
Distributed model training orchestrationGpu resource orchestration and optimizationHyperparameter optimization
Alternatives to ZenML
- 1MLOps Platforms, AI/ML Infrastructure
- 2MLOps Platforms
Sematic
MLOps Platforms
Open-source ML pipeline framework combining code-first workflows with production deployment.
Free plan - 3MLOps Platforms
Langtrace
MLOps Platforms
Open-source LLM observability framework using OpenTelemetry for traces and metrics.
Free plan - 4MLOps Platforms
Iterative
MLOps Platforms
Open-source MLOps tools including DVC and CML for Git-based ML experiment tracking and CI/CD.
Free planFree trialSOC 2GDPRTiered plansData Lineage - 5MLOps Platforms, AI/ML Infrastructure
Kubeflow
Kubernetes Platforms
Open-source ML toolkit for Kubernetes enabling portable and scalable ML workflows on cloud infrastructure.
Free planData Pipeline OrchestrationMachine Learning Platforms - 6MLOps Platforms, AI/ML Infrastructure
VESSL AI
MLOps Platforms
MLOps platform for managing ML infrastructure and running experiments on GPU clusters.
Distributed training supportContainer orchestrationProvisioned throughputPriceUsage-based
- 7MLOps Platforms, AI/ML Infrastructure
Cortex Labs
AI/ML Infrastructure
Open-source ML platform for deploying, serving, and scaling production models on AWS.
Free planCloud InfrastructureCI/CD - 8MLOps Platforms
Taipy
Data Pipeline Orchestration
Open-source Python framework for building data-driven web applications and pipelines.
Scenario managementDistributed computingLow code gui builder - 9MLOps Platforms
Kedro
Data Pipeline Orchestration
Open-source Python framework for creating reproducible and modular data science and ML pipeline code.
Pipeline visualization and data lineage trackingMulti format data catalog with cloud storage supportAutomatic dependency resolution in pipelines - 10MLOps Platforms
Iguazio
MLOps Platforms
MLOps platform for deploying and managing ML models in production with real-time data processing and feature store.
Free trialFeature Stores
