Why would someone switch from Google Vertex AI?

Common reasons to look for a Google Vertex AI alternative include pricing, specific feature gaps, or a need for better data integrations. See our full comparison below.

Data Updated August 2026

Best Google Vertex AI Alternatives in 2026

Q: What are the best alternatives to Google Vertex AI?

The top Google Vertex AI alternatives are: Akkio, Amazon SageMaker, BigML. All are in the Data category and offer comparable features.

Q: Is there a free alternative to Google Vertex AI?

Yes — BigML, Dataiku, H2O.ai offer free plans.

We tested and compared 6 Data tools similar to Google Vertex AI. Whether you need lower pricing, different features, or a fresh start — here are the top picks.

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Top 3 Google Vertex AI Alternatives

Akkio

From $49/mo

Akkio is a user-friendly AI platform designed for data analysis and predictive modeling, ideal for businesses looking to harness their data without the need for extensive technical expertise.

Amazon SageMaker

Pay as you go

Amazon SageMaker is a comprehensive machine learning service that enables developers and data scientists to build, train, and deploy machine learning models quickly and efficiently.

BigML

Free tier - Pro $30/mo

BigML is a comprehensive machine learning platform that simplifies the process of creating and deploying predictive models.

Google Vertex AI vs Alternatives — Quick Comparison

Tool	Pricing	Best For	Link
Google Vertex AI Current	Pay as you go	Google Vertex AI is a comprehensive machine learning platform designed to streamline the process of building, deploying, and scaling AI models	Visit →
Akkio	From $49/mo	Akkio is a user-friendly AI platform designed for data analysis and predictive modeling, ideal for businesses looking to harness their data without the need for extensive technical expertise	Visit →
Amazon SageMaker	Pay as you go	Amazon SageMaker is a comprehensive machine learning service that enables developers and data scientists to build, train, and deploy machine learning models quickly and efficiently	Visit →
BigML	Free tier - Pro $30/mo	BigML is a comprehensive machine learning platform that simplifies the process of creating and deploying predictive models	Visit →
Dataiku	Free tier - Enterprise	Dataiku is an advanced analytics and machine learning platform designed for data professionals and teams	Visit →
DataRobot	Enterprise pricing	DataRobot is an enterprise-level automated machine learning platform designed to streamline the predictive modeling process for data scientists and business analysts alike	Visit →
H2O.ai	Free tier - Enterprise	H2O	Visit →

Frequently Asked Questions

What are the best alternatives to Google Vertex AI?

The top alternatives to Google Vertex AI are Akkio, Amazon SageMaker, BigML. All three operate in the Data space and offer comparable features at varying price points.

Is there a free alternative to Google Vertex AI?

Yes — BigML and Dataiku and H2O.ai offer free plans or free tiers.

Why look for a Google Vertex AI alternative?

Common reasons include pricing constraints, missing integrations, or needing a different feature set. Google Vertex AI's strengths (User-friendly interface that simplifies complex processes, Strong integration with other Google Cloud services) aren't universal needs — your workflow may fit a different tool better.