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Databricks Lakehouse Platform

Top Alternatives to Databricks Lakehouse Platform - Better Options for 2026

Innovate, collaborate, excel - with Databricks Lakehouse Platform.

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Databricks Lakehouse Platform is a Data Science and Machine Learning Platforms platform. Teams looking for alternatives typically need better pricing flexibility, easier deployment, or a closer feature fit for their specific use case. Below you'll find 10 vetted Data Science and Machine Learning Platforms alternatives ranked by user rating, with filters to narrow by pricing, platform, and features — so you can find the right fit for 2026.

How we rank: Alternatives are ordered by Spotsaas Spot Score — a composite of user ratings, review volume, and feature coverage — with sponsored placements clearly labeled.

Databricks Lakehouse Platform vs Top Alternatives at a Glance

Side-by-side comparison of pricing, user rating, and free trial availability to help you shortlist faster.

ToolBest ForPricingRatingFree Option
Databricks Lakehouse Platform CurrentData Science and Machine Learning PlatformsFree trialNo reviews✓ Yes
Google Cloud AIData Science and Machine Learning PlatformsCustom pricing4.4 ★✗ No
KatonicData Science and Machine Learning PlatformsFree plan availableNo reviews✓ Yes
CometData Science and Machine Learning Platforms$179.00No reviews✓ Yes
Rectified.aiData Science and Machine Learning PlatformsCustom pricingNo reviews✗ No
PeakData Science and Machine Learning PlatformsCustom pricing4.6 ★✗ No

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List of the Top Databricks Lakehouse Platform alternatives as of June 2026

Compare business software, products, and services to find the best solution for your business or organization. Use the filters on the left to drill down by category, pricing, features, market segment, user ratings, and more.

Google Cloud AI

Google Cloud AI

Unleash the power of AI with Google Cloud.

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4.4

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✦ Editor’s Pick

What is Google Cloud AI?

Introducing Google Cloud AI, an all-encompassing solution for businesses seeking to harness the power of data science and machine learning. This fully managed platform offers a seamless end-to-end experience, empowering users to create top-tier machine learning models effortlessly. With Google ...

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Katonic

Katonic

Streamline, deploy, and optimize your machine learning models effortlessly.

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Add to compare

Free plan available

What is Katonic?

Introducing Katonic, the ultimate solution for streamlining the deployment of machine learning models within your organization. With the tagline "The platform for Operationalizing Machine Learning," Katonic revolutionizes the process of building and releasing high-quality models into production ...

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Comet

Comet

Accelerate your model development with Comet.

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Free plan available

What is Comet?

Introducing Comet, a cutting-edge solution designed to revolutionize the way you build machine learning models. With the tagline "Build better ML models faster," Comet empowers users to enhance their model development process with ease and efficiency. Experience seamless management and ...

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Rectified.ai

Rectified.ai

Streamline your AI development on any cloud.

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What is Rectified.ai?

Unlock a world of potential with Rectified.ai, a game-changing platform that empowers startups and large teams alike. Offering a centralized hub for accessing top-tier tools and service providers, this innovative solution simplifies the complexity of machine learning infrastructure, regardless ...

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Peak

Peak

Harness the power of AI for smarter business decisions.

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4.6

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What is Peak?

Introducing Peak, a cutting-edge Decision Intelligence platform that empowers data engineers, data scientists, and business decision-makers to unlock the full potential of AI across their organization. With Peak, users gain access to a comprehensive suite of tools, technology, and ongoing ...

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Pluto Biosciences

Pluto Biosciences

Accelerate your genomics research with precision and ease.

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What is Pluto Biosciences?

Introducing Pluto Biosciences, the cutting-edge analysis platform designed to empower scientists in uncovering intricate patterns within genome-wide gene expression datasets. With a user-friendly interface and a myriad of features, Pluto simplifies the process of comparing differences among ...

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Genemod

Genemod

Accelerating scientific productivity through seamless collaboration.

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What is Genemod?

Introducing Genemod, an innovative software solution designed for today's scientific research needs. With the tagline "Modern software for scientific research," Genemod streamlines data capture and workflows through its advanced cloud-based platform. Revolutionizing how scientists work ...

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Common Features

No common features

Unique Features

  • Stock Management

  • Search

  • Collaboration

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Pricing

Genemod offers custom pricing plan

ADEPT

ADEPT

Elevating human potential through collaborative AI technology.

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What is ADEPT?

Introducing ADEPT: Empowering Collaboration for General Intelligence Experience the power of Useful General Intelligence with ADEPT, a leading ML research and product lab dedicated to creating innovative solutions that bridge the gap between humans and machines. Our cutting-edge technology ...

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RapidCanvas

RapidCanvas

Transforming enterprise AI integration, from days to hours.

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What is RapidCanvas?

Unveiling RapidCanvas, the groundbreaking solution poised to revolutionize enterprise AI integration! Picture this - the ability to harness validated composable blocks of industry standards and seamlessly construct an AI solution within a matter of hours. Yes, you read that correctly - hours, ...

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PrimeHub AI Platform

PrimeHub AI Platform

Empower your AI team with a seamless platform.

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What is PrimeHub AI Platform?

Experience the transformative capabilities of PrimeHub AI Platform, your gateway to revolutionizing MLOps with just a single click. This innovative platform is set to redefine the landscape of on-premise machine learning solutions, empowering AI/ML teams to realize their full potential within a ...

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Disclaimer: This research has been collated from a variety of authoritative sources. We welcome your feedback at [email protected].

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