Weights & Biases is an AI developer platform for building AI agents, applications, and models.
Alternatives to Cloudera Data Lake Service
Databricks Notebooks is a web-based environment for data and machine-learning work, with tools for SQL analytics, streaming ingestion, and data lake support.
Comet offers two product families on one platform: Opik for observing and evaluating LLM applications, and MLOps for machine-learning work.
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DagsHub
DagsHub is a platform for managing machine-learning projects across data collection, dataset curation and annotation, experimentation, and model management.
Free planWebAPILinuxmacOS8.6From $99 a month - 5
TrueFoundry AI Gateway
TrueFoundry AI Gateway sits between applications and model providers, giving teams a single API for managing model access, routing, governance,…
Free planWebAPILinuxSelf-hosted8.2From $499 a month - 6

ClearML
ClearML is an AI infrastructure platform organized into three layers: Infrastructure Control Plane, AI Development Center, and GenAI App Engine.
Free planWebAPILinuxmacOS8.1From $15 a month - 7

GitLab Package Registry
GitLab Package Registry lets teams publish and share packages that downstream projects can use as dependencies.
Free planWebAPILinuxSelf-hosted7.8Free plan - 8

ZenML
ZenML orchestrates AI and machine-learning pipelines and Python-based agents.
Free planWebAPILinuxmacOS7.7From $999 a month - 9

Amazon SageMaker Autopilot
Amazon SageMaker Autopilot builds, trains, and tunes machine learning models from customer data, with visibility into the process and control over training choices.
Free planWebAPI7.6Free plan - 10

Hopsworks AI Lakehouse
Hopsworks AI Lakehouse is a platform for building batch, real-time, and LLM-based AI systems using open standards.
Free planWebAPILinuxSelf-hosted7.1Free plan - 11

MLRun
Free planWebAPILinuxmacOS7.1Free plan - 12
Snowflake CoCo
Snowflake CoCo is an AI coding agent for data engineering, analytics, machine learning and agent-building work in Snowflake.
WebAPILinuxmacOS6.9 - 13
Jozu Hub
Jozu Hub is a registry for models, agents, MCPs, and skills, with artifact checks and controls for governance and audit trails.
Free planWebAPISelf-hosted6.8Free plan - 14
MLflow Model Registry
MLflow Model Registry is a centralized model store, API, and interface for managing machine-learning models throughout their lifecycle.
Free planWebAPILinuxSelf-hosted6.8Free plan - 15

DataRobot
DataRobot is a platform for developing, delivering, and governing agentic, generative, and predictive AI solutions.
WebAPILinuxSelf-hosted6.6 - 16
SAS Visual Statistics
SAS Visual Statistics is a statistical modeling and visualization product on SAS Viya, designed to take users from raw data analysis toward strategic action.
WebSelf-hosted6.6 - 17

Polyaxon
Polyaxon is a control plane for machine-learning and AI engineering workloads on Kubernetes, spanning training, inference, and agent tasks.
Free planWebAPISelf-hosted6.5Free plan - 18
JFrog ML
WebAPISelf-hosted6.5 - 19
Oracle Code Assist
Oracle Code Assist is an AI coding companion for developers working with Java, SuiteScript, PL/SQL, or applications on Oracle Cloud Infrastructure (OCI).
WebExtensionLinuxmacOS6.5 - 20

Snowflake Feature Store
Snowflake Feature Store helps data scientists and machine-learning engineers create, maintain, and use ML features within Snowflake.
WebAPI6.3 - 21

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-hosted6.3 - 22

Valohai
Valohai is an MLOps platform for orchestrating machine-learning workflows and managing compute, datasets, and pipelines.
WebAPILinuxSelf-hosted6.3 - 23

Vertex AI Vector Search
Vertex AI Vector Search is a vector search engine for search, recommendations, and generative AI applications.
WebAPI6.1 - 24

Kubeflow Notebooks
Kubeflow Notebooks provides interactive development environments for AI, machine learning, and data workloads, running notebook containers directly…
WebSelf-hosted6.1 - 25

Deeploy
WebAPISelf-hosted6.0 - 26
Domino Model Monitor
Domino Model Monitor automates model evaluation and alerts teams when production models degrade enough to need expert review.
WebAPISelf-hosted6.0 - 27
Radiant AI Cloud Model Registry
Radiant AI Cloud Model Registry is a central place to manage, version and prepare custom AI models for deployment.
WebAPILinuxmacOS6.0 - 28

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-hosted5.8 - 29

Oracle Database
Oracle Database is a database platform built around a converged engine that supports multiple data models and workloads.
Self-hosted5.8 - 30
SAP Joule Studio
SAP Joule Studio is a development environment on the SAP Business AI Platform for creating AI agents, applications, and workflows.
Web5.8
