Langtrace
MLOps Platforms
Open-source LLM observability framework using OpenTelemetry for traces and metrics.
Free plan
Alternatives to Sematic
- 1MLOps Platforms
- 2MLOps 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 - 3MLOps Platforms
Modelbit
MLOps Platforms
ML deployment platform letting data scientists deploy models to production REST APIs directly from Jupyter notebooks.
Free plan - 4MLOps Platforms
Vigil AI
MLOps Platforms
AI governance and observability platform for monitoring production generative AI.
- 5MLOps 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 - 6MLOps Platforms
NannyML
MLOps Platforms
Open-source library for estimating ML model performance post-deployment without ground truth labels.
Free planFree trialTiered plansData QualityObservabilityPrice$399+ / month
- 7MLOps 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 - 8MLOps 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 - 9MLOps Platforms
Censius
MLOps Platforms
AI observability platform for end-to-end ML monitoring with performance tracking and explainability dashboards.
Free plan - 10MLOps Platforms
Neptune.ai
MLOps Platforms
Experiment tracking and model registry for ML teams logging metrics, parameters, and artifacts across training runs.
Free planFree trial
