Dataiku vs Databricks​

Compare features, pricing, services and more

Sagemaker, Databricks and cnvrg.io are popular machine learning platforms. This chart gives a side-by-side look at how they stack up against each other. You can use this chart to compare Sagemaker and Databricks to see if they have all the tools and solutions your data scientists need to scale and accelerate your entire machine learning pipeline.

Overview

Dataiku, Databricks and cnvrg.io are popular platforms. Here’s a side-by-side look at how they stack up against each other

Dataiku

Databricks

cnvrg.io

Cloud Agnostic

Supports On-Premise Compute

Hybrid Cloud

Container Based Platform

End-To-End Solution

Notebooks (Jupyter/Rstudio)

Scalable Deployment With Kubernetes

Continual Learning

Language Agnostic

Collaboration and Management

30+ Data Sources

Rest API

Support

Why cnvrg.io is different?

Automated Model Containerization

Automated Model Containerization

Open container-based platform offers flexibility and control to use any image or tool

Scalability

Scalability

cnvrg.io grows with your organization, to help you deliver more models, easily adopt more compute and the industries latest tools and frameworks

Hybrid Cloud and On Premise

Hybrid Cloud and On Premise

Whether your infrastructure is designed for on-prem, multi-cloud, or both, cnvrg.io works across AWS, Azure, Google Cloud, as well as on-premise options

Open & Flexible

Open & Flexible

Quickly unify all your teams favorite ML tools, frameworks and resources with no vendor lock-in

Model Reproducibility

Model Reproducibility

Easily reproduce results with fully version ML pipelines, datasets and a library of reusable ML components

Resource Management

Resource Management

cnvrg.io provides extensive tools for resource management to help your IT team utilize and control all compute resources

FOR DATA SCIENTISTS

Experiment at scale

Experiment at scale

Spend more time on data science and less time on technical complexity so you can deliver more high impact models

  • Reproducible ML Pipelines
  • Automatic End to End Version Control
  • Tool, Language and Framework Agnostic

FOR DATA SCIENCE LEADERS

Deliver more value for less

Streamline the ML workflow and increase your team’s productivity, so they can deliver high impact and peak performing models that drive value

  • Production-ready Pipelines
  • Enhanced Governance 
  • AI Ready Infrastructure

FOR ML ENGINEERS

Accelerate time to production

Deliver more models to production with a scalable and secure AI ready infrastructure out of the box

  • Simple Cluster Orchestration
  • Canary Deployment and CI/CD Capabilities
  • One Click Model Deployments

Get Started Now

Which platform is better overall? That’s something every organization has to decide based on its unique requirements, but we can help you get started. Sign up now for a free trial of cnvrg.