17.9
DagsHub is a platform for managing machine-learning projects across data collection, dataset curation and annotation, experimentation, and model management.
Free planWebAPILinux
Alternatives to Comet
Comet brings Opik and MLOps together on one platform. Opik traces execution paths through LLM applications and agents, including retrieval, model responses, and tool calls; it also provides test suites, datasets, experiments, and built-in evaluation metrics. MLOps covers experiment tracking, dataset management, a model registry, and production monitoring. Comet supports more than 40 integrations for Opik, OpenTelemetry, API access, and self-hosting of its open-source…
27.6
TrueFoundry AI Gateway sits between applications and model providers, giving teams a single API for managing model access, routing, governance,…
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37.4
ClearML is an AI infrastructure platform organized into three layers: Infrastructure Control Plane, AI Development Center, and GenAI App Engine.
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ZenML
ZenML orchestrates AI and machine-learning pipelines and Python-based agents.
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MLRun
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Hopsworks AI Lakehouse
Hopsworks AI Lakehouse is a platform for building batch, real-time, and LLM-based AI systems using open standards.
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Jozu Hub
Jozu Hub is a registry for models, agents, MCPs, and skills, with artifact checks and controls for governance and audit trails.
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MLflow Model Registry
MLflow Model Registry is a centralized model store, API, and interface for managing machine-learning models throughout their lifecycle.
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DataRobot
DataRobot is a platform for developing, delivering, and governing agentic, generative, and predictive AI solutions.
WebAPILinuxSelf-hosted6.1 - 10
JFrog ML
WebAPISelf-hosted6.1 - 11
Polyaxon
Polyaxon is a control plane for machine-learning and AI engineering workloads on Kubernetes, spanning training, inference, and agent tasks.
Free planWebAPISelf-hosted6.0Free plan - 12
Red Hat OpenShift Pipelines
Red Hat OpenShift Pipelines automates application delivery on Red Hat OpenShift using a cloud-native CI/CD approach built on Tekton.
WebAPILinuxSelf-hosted6.0 - 13
Valohai
Valohai is an MLOps platform for orchestrating machine-learning workflows and managing compute, datasets, and pipelines.
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Kubeflow Notebooks
Kubeflow Notebooks provides interactive development environments for AI, machine learning, and data workloads, running notebook containers directly…
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Snowflake Feature Store
Snowflake Feature Store helps data scientists and machine-learning engineers create, maintain, and use ML features within Snowflake.
WebAPI5.8 - 16
Vertex AI Vector Search
Vertex AI Vector Search is a vector search engine for search, recommendations, and generative AI applications.
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SAP Joule Studio
SAP Joule Studio is a development environment on the SAP Business AI Platform for creating AI agents, applications, and workflows.
Web5.7 - 18
5.6From $0.20 a month - 19
Deeploy
WebAPISelf-hosted5.6 - 20
Oracle Database
Oracle Database is a database platform built around a converged engine that supports multiple data models and workloads.
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Radiant AI Cloud Model Registry
Radiant AI Cloud Model Registry is a central place to manage, version and prepare custom AI models for deployment.
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C3 AI Demand Planning
C3 AI Demand Planning helps demand planners and business leaders create forecasts across changing market conditions and align teams around a shared plan.
WebAPISelf-hosted5.4 - 24
ModelOp Center
ModelOp Center is an enterprise platform for managing AI lifecycles and governance across machine learning, generative AI, agentic AI, and third-party systems.
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Azure Machine Learning
Azure Machine Learning is a web-based service for machine-learning workflows.
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W&B Registry
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