18.3
Weights & Biases is an AI developer platform for building AI agents, applications, and models.
Free planAndroidiOSWeb
Alternatives to Kubeflow Pipelines
27.9
Comet offers two product families on one platform: Opik for observing and evaluating LLM applications, and MLOps for machine-learning work.
Free planWebAPILinux
37.9
DagsHub is a platform for managing machine-learning projects across data collection, dataset curation and annotation, experimentation, and model management.
Free planWebAPILinux
- 4
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
Lamin
Lamin is built around LaminDB, an open-source, format-agnostic lakehouse and programmable memory layer for R&D.
Free planWebAPISelf-hosted6.7From $20 a month - 8
MLRun
Free planWebAPILinuxmacOS6.6Free plan - 9
InstantML
InstantML is an experiment-tracking service for logging machine-learning runs, comparing metrics, inspecting artifacts, and exporting data.
Free planWebAPI6.5$199 usage-based - 10
Rubicon-ML
Rubicon-ML is an open-source Python package for capturing and reviewing model training and execution information.
Free planWebAPILinuxSelf-hosted6.5Free plan - 11
TensorBoard
TensorBoard is a free suite of visualization tools for understanding, debugging and optimizing TensorFlow programs during machine learning experiments.
Free planWebAPILinuxmacOS6.5Free plan - 12
Hopsworks AI Lakehouse
Hopsworks AI Lakehouse is a platform for building batch, real-time, and LLM-based AI systems using open standards.
Free planWebAPILinuxSelf-hosted6.4Free plan - 13
Trackio
Trackio is a Python library for recording machine-learning experiments, with a dashboard that groups runs so you can compare metrics and configuration.
Free planWebAPILinuxmacOS6.4Free plan - 14
Midcore Tracks
WebLinuxmacOSWindows6.3 - 15
LabML
LabML is an open-source platform for monitoring deep learning experiments and hardware usage.
AndroidiOSWebAPI6.2 - 16
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 - 17
mlop
mlop is an open-source experiment tracking platform for machine learning teams, available through web and self-hosted deployment.
Free planWebSelf-hosted6.1Free plan - 18
OpenML
OpenML is a free, open platform for sharing machine-learning datasets, algorithms, and experiments through the web and an API.
Free planWebAPI6.1Free plan - 19
ModelDB
ModelDB is an open-source system for versioning machine learning models and tracking metadata across development, deployment, and live monitoring.
Free planWebAPISelf-hosted6.0Free plan - 20
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 - 21
Valohai
Valohai is an MLOps platform for orchestrating machine-learning workflows and managing compute, datasets, and pipelines.
WebAPILinuxSelf-hosted6.0 - 225.9
- 23
Kubeflow Notebooks
Kubeflow Notebooks provides interactive development environments for AI, machine learning, and data workloads, running notebook containers directly…
WebSelf-hosted5.9 - 24
DVCLive
DVCLive is a free Python API module for recording machine-learning parameters, metrics, artifacts, images, and plots.
Free planAPI5.8Free plan - 25
Oríon
Oríon is a free, open-source framework for asynchronous black-box function optimization, aimed at tuning machine-learning models and training.
APILinuxmacOSSelf-hosted5.8 - 26
Vertex AI Vector Search
Vertex AI Vector Search is a vector search engine for search, recommendations, and generative AI applications.
WebAPI5.8 - 27
FastTrackML
WebAPILinuxmacOS5.4 - 28
MLtraq
Linux5.4 - 29
Sacred
LinuxSelf-hosted5.4 - 30
Azure Machine Learning
Azure Machine Learning is a web-based service for machine-learning workflows.
Web5.3