Opik helps teams building applications or agents that call an LLM log actions and evaluate behavior through development, testing, and production.
Alternatives to Paperspace Gradient
Weights & Biases is an AI developer platform for building AI agents, applications, and models.
Flyte is a durable AI runtime for workloads involving training, serving, and agents.
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Metaflow
Metaflow is a free, open-source Python library for developing and operating data-intensive data science, machine learning, and AI applications.
Free planOpen sourceWebAPILinuxmacOS7.5Free plan - 5

ClearML
ClearML is an AI infrastructure platform organized into three layers: Infrastructure Control Plane, AI Development Center, and GenAI App Engine.
Free planWebAPILinuxmacOS7.4From $15 a month - 6

ZenML
ZenML orchestrates AI and machine-learning pipelines and Python-based agents.
Free planWebAPILinuxmacOS7.1From $999 a month - 7

MLRun
Free planWebAPILinuxmacOS6.6Free plan - 8

Outerbounds
Outerbounds is a managed platform for building and deploying production AI and machine learning systems in a customer’s cloud.
Free planWebAPI6.5From $2,499 a month - 9

H2O.ai
H2O.ai offers software for generative and predictive AI, machine learning operations and AI app development.
iOSWebAPISelf-hosted6.2 - 10

DataRobot
DataRobot is a platform for developing, delivering, and governing agentic, generative, and predictive AI solutions.
WebAPILinuxSelf-hosted6.1 - 11
MLflow GenAI Evaluation
MLflow GenAI Evaluation helps teams assess and monitor LLM applications and AI agents through development and production.
Free planWebAPISelf-hosted6.1Free plan - 12

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 - 13

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 - 14

Valohai
Valohai is an MLOps platform for orchestrating machine-learning workflows and managing compute, datasets, and pipelines.
WebAPILinuxSelf-hosted6.0 - 15

Kubeflow Notebooks
Kubeflow Notebooks provides interactive development environments for AI, machine learning, and data workloads, running notebook containers directly…
WebSelf-hosted5.9 - 16
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 - 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.
Web5.6From $0.06 a month - 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-hosted5.6 - 19
Canonical MLOps
Canonical MLOps is a free, open-source platform for taking machine learning models from experimentation through production.
WebLinuxSelf-hosted5.4 - 20

Azure Machine Learning
Azure Machine Learning is a web-based service for machine-learning workflows.
Web5.3 - 215.3From $98.47 a month
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- 235.0
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- 254.9
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- 28
Kubeflow Pipelines
Kubeflow
4.6


