Sematic
MLOps Platforms
Open-source ML pipeline framework combining code-first workflows with production deployment.
Free plan
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Vigil AI
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AI governance and observability platform for monitoring production generative AI.
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Prompts Ninja
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Prompt optimization platform delivering evaluation and versioning for LLM teams.
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Censius
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AI observability platform for end-to-end ML monitoring with performance tracking and explainability dashboards.
Free plan - 5MLOps 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 - 6MLOps Platforms
Neptune.ai
MLOps Platforms
Experiment tracking and model registry for ML teams logging metrics, parameters, and artifacts across training runs.
Free planFree trial - 7MLOps 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 - 8MLOps 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
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Taipy
Data Pipeline Orchestration
Open-source Python framework for building data-driven web applications and pipelines.
Scenario managementDistributed computingLow code gui builder - 10MLOps Platforms
Modelbit
MLOps Platforms
ML deployment platform letting data scientists deploy models to production REST APIs directly from Jupyter notebooks.
Free plan
