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28 alternatives · from mlops platforms

Alternatives to Opik

Opik gives teams a focused way to record agent actions, inspect traces, annotate activity, and investigate errors across development, testing, and production. It includes more than 30 evaluation metrics, production alerts, token and model cost tracking, test suites, an agent playground, and a prompt optimizer. Integrations cover more than 40 AI frameworks, model providers, and gateways, while the core observability and evaluation features can run locally as open-source code.…

18.3
Weights & Biases logo

Weights & Biases is an AI developer platform for building AI agents, applications, and models.

Free planAndroidiOSWeb
From $60 a month
28.0
Flyte logo

Flyte is a durable AI runtime for workloads involving training, serving, and agents.

Free planOpen sourceWebAPILinux
Free plan
37.5

Metaflow is a free, open-source Python library for developing and operating data-intensive data science, machine learning, and AI applications.

Free planOpen sourceWebAPILinux
Free plan
  1. 4ClearML logo

    ClearML

    ClearML is an AI infrastructure platform organized into three layers: Infrastructure Control Plane, AI Development Center, and GenAI App Engine.

    Free planWebAPILinuxmacOS
    7.4From $15 a month
  2. 5ZenML logo

    ZenML

    ZenML orchestrates AI and machine-learning pipelines and Python-based agents.

    Free planWebAPILinuxmacOS
    7.1From $999 a month
  3. 6MLRun logo

    MLRun

    Free planWebAPILinuxmacOS
    6.6Free plan
  4. 7Outerbounds logo

    Outerbounds

    Outerbounds is a managed platform for building and deploying production AI and machine learning systems in a customer’s cloud.

    Free planWebAPI
    6.5From $2,499 a month
  5. 8

    Paperspace Gradient

    Free planWebLinuxmacOSWindows
    6.5From $8 a month
  6. 9H2O.ai logo

    H2O.ai

    H2O.ai offers software for generative and predictive AI, machine learning operations and AI app development.

    iOSWebAPISelf-hosted
    6.2
  7. 10DataRobot logo

    DataRobot

    DataRobot is a platform for developing, delivering, and governing agentic, generative, and predictive AI solutions.

    WebAPILinuxSelf-hosted
    6.1
  8. 11

    MLflow GenAI Evaluation

    MLflow GenAI Evaluation helps teams assess and monitor LLM applications and AI agents through development and production.

    Free planWebAPISelf-hosted
    6.1Free plan
  9. 12Polyaxon logo

    Polyaxon

    Polyaxon is a control plane for machine-learning and AI engineering workloads on Kubernetes, spanning training, inference, and agent tasks.

    Free planWebAPISelf-hosted
    6.0Free plan
  10. 13Red Hat OpenShift Pipelines logo

    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-hosted
    6.0
  11. 14Valohai logo

    Valohai

    Valohai is an MLOps platform for orchestrating machine-learning workflows and managing compute, datasets, and pipelines.

    WebAPILinuxSelf-hosted
    6.0
  12. 15Kubeflow Notebooks logo

    Kubeflow Notebooks

    Kubeflow Notebooks provides interactive development environments for AI, machine learning, and data workloads, running notebook containers directly…

    WebSelf-hosted
    5.9
  13. 16

    SAP Joule Studio

    SAP Joule Studio is a development environment on the SAP Business AI Platform for creating AI agents, applications, and workflows.

    Web
    5.7
  14. 17

    Alibaba Cloud Machine Learning Platform for AI

    Alibaba Cloud Machine Learning Platform for AI is a web-based service for building and operating machine-learning workflows.

    Web
    5.6From $0.06 a month
  15. 18

    Domino Data Lab

    Domino Data Lab is an Enterprise AI Platform that brings model development, MLOps, collaboration, and governance together for organizations building and operating AI.

    WebAPISelf-hosted
    5.6
  16. 19

    Canonical MLOps

    Canonical MLOps is a free, open-source platform for taking machine learning models from experimentation through production.

    WebLinuxSelf-hosted
    5.4
  17. 20Azure Machine Learning logo

    Azure Machine Learning

    Azure Machine Learning is a web-based service for machine-learning workflows.

    Web
    5.3
  18. 21
    5.3From $98.47 a month
  19. 22
    5.0
  20. 23
    5.0
  21. 24
    4.9
  22. 25
    4.9
  23. 26
    4.9
  24. 27
    4.7
  25. 28
    4.6

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