Sematic
MLOps Platforms
Open-source ML pipeline framework combining code-first workflows with production deployment.
Free plan
Alternatives to NannyML
- 1MLOps Platforms
- 2MLOps Platforms
MLflow
Machine Learning Platforms
Open-source platform for managing the ML lifecycle including experimentation, reproducibility, and model deployment.
Experiment trackingPrompt managementAI gateway - 3MLOps Platforms, Data Quality
Evidently AI
AI Evaluation and Testing
Open-source ML monitoring tool for evaluating, testing, and monitoring data and model quality in production.
Free planFree trialTiered plansData QualityData ObservabilityPrice$80 / month
Price position: below the category median. - 4MLOps Platforms
Langtrace
MLOps Platforms
Open-source LLM observability framework using OpenTelemetry for traces and metrics.
Free plan - 5MLOps Platforms
Valohai
MLOps Platforms
MLOps platform for automating model training, evaluation, and deployment with version control and pipeline orchestration.
Experiment tracking and versioningDistributed model trainingMulti cloud and on premises deployment - 6MLOps 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 - 7MLOps Platforms
Picsellia
MLOps Platforms
MLOps platform for computer vision teams managing datasets, experiments, model deployment, and monitoring.
Free trialISO 27001GDPRTiered plansExperiment TrackingSecurity CompliancePrice$280.40+ / month
- 8MLOps Platforms
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 - 9MLOps Platforms
ZenML
MLOps Platforms
Open-source MLOps framework for creating portable and production-ready ML pipelines across infrastructure.
Open source and self hosted deploymentPost import insights and analysisRest API and sdk access - 10MLOps Platforms, Data Quality
Deepchecks
AI Evaluation and Testing
Open-source ML testing and monitoring platform for validating data and models throughout the development lifecycle.
Free planFree trialSOC 2GDPRHIPAATiered plans
