Top 10 Vertex AI Alternatives & Competitors

Top 10 Alternatives to Vertex AI Recently Reviewed By G2 Community

#1

Dataiku
By Dataiku
(48)4.3 out of 5
Dataiku is the platform for Everyday AI, enabling data experts and domain experts to work together to build data into their daily operations, from advanced analytics to Generative AI.
Categories in common with Vertex AI:
• Large Language Model Operationalization (LLMOps)
• Generative AI Infrastructure
• MLOps Platforms
• Data Science and Machine Learning Platforms
• Machine Learning
Try for free
Reviewers say compared to Vertex AI, Dataiku is:
More usable
Better at support
Better at meeting requirements
See all Dataiku reviews
#2

Azure Machine Learning
By Microsoft
(87)4.3 out of 5
Azure Machine Learning Studio is a GUI-based integrated development environment for constructing and operationalizing Machine Learning workflow on Azure.
Categories in common with Vertex AI:
• Large Language Model Operationalization (LLMOps)
• Generative AI Infrastructure
• MLOps Platforms
• Data Science and Machine Learning Platforms
Reviewers say compared to Vertex AI, Azure Machine Learning is:
Slower to reach roi
Better at support
Easier to do business with
See all Azure Machine Learning reviews

Sponsored
Squirro
(8)4.6 out of 5
Data finds purpose with Squirro, the first enterprise-ready generative AI for search, insights, and automation. Trusted by central banks and over 30 industry leaders. Squirro develops top-notch Retrieval Augmented Generation (RAG) and Semantic Search technology with access to an unlimited universe of data and connectors. Squirro's features include advanced search & chat while browsing, document summarization, chats with results, knowledge graphs, among others. Squirro offers the implementation of stringent access control lists (ACLs), the flexibility of public cloud and on-premise deployments with open-source models like Mixtral, ensuring full data sovereignty, adapted for the most regulated industries. Recognized by Gartner as a visionary company.
Visit Website
Reviewers say compared to Vertex AI, Squirro is:
Better at support
More usable
Better at meeting requirements
Visit Website
#3

Amazon SageMaker
By Amazon Web Services (AWS)
(39)4.2 out of 5
Amazon SageMaker is a fully-managed service that enables developers and data scientists to quickly and easily build, train, and deploy machine learning models at any scale. Amazon SageMaker removes all the barriers that typically slow down developers who want to use machine learning.
Categories in common with Vertex AI:
• Generative AI Infrastructure
• MLOps Platforms
• Data Science and Machine Learning Platforms
Reviewers say compared to Vertex AI, Amazon SageMaker is:
Slower to reach roi
Easier to do business with
Better at support
See all Amazon SageMaker reviews
#4

IBM Watson Studio
By IBM
(163)4.2 out of 5
Optimized for quick response
IBM Watson Studio accelerates the machine and deep learning workflows required to infuse AI into your business to drive innovation. It provides a suite of tools for data scientists, application developers and subject matter experts to collaboratively and easily work with data and use that data to build, train and deploy models at scale.
Categories in common with Vertex AI:
• MLOps Platforms
• Data Science and Machine Learning Platforms
Reviewers say compared to Vertex AI, IBM Watson Studio is:
Slower to reach roi
Better at support
See all IBM Watson Studio reviews
#5

MATLAB
By MathWorks
(729)4.5 out of 5
MATLAB is a programming, modeling and simulation tool developed by MathWorks.
Categories in common with Vertex AI:
• Data Science and Machine Learning Platforms
Reviewers say compared to Vertex AI, MATLAB is:
Slower to reach roi
Easier to set up
Easier to admin
See all MATLAB reviews
#6

Databricks Data Intelligence Platform
By Databricks Inc.
(403)4.6 out of 5
Optimized for quick response
Making big data simple
Categories in common with Vertex AI:
• MLOps Platforms
• Data Science and Machine Learning Platforms
Try for free
Reviewers say compared to Vertex AI, Databricks Data Intelligence Platform is:
Slower to reach roi
More usable
Easier to set up
See all Databricks Data Intelligence Platform reviews
#7

Altair AI Studio
By Altair
(497)4.6 out of 5
Optimized for quick response
RapidMiner is a powerful, easy to use and intuitive graphical user interface for the design of analytic processes. Let the Wisdom of Crowds and recommendations from the RapidMiner community guide your way. And you can easily reuse your R and Python code.
Categories in common with Vertex AI:
• Generative AI Infrastructure
• Data Science and Machine Learning Platforms
Get a quote
Reviewers say compared to Vertex AI, Altair AI Studio is:
Slower to reach roi
Easier to set up
Easier to do business with
See all Altair AI Studio reviews
#8

SAP HANA Cloud
By SAP
(512)4.3 out of 5
SAP HANA Cloud is the cloud-native data foundation of SAP Business Technology Platform, it stores, processes and analyzes data in real time at petabyte scale and converges multiple data types in a single system while managing it more efficiently with integrated multitier storage.
Categories in common with Vertex AI:
• MLOps Platforms
• Data Science and Machine Learning Platforms
• Machine Learning
Reviewers say compared to Vertex AI, SAP HANA Cloud is:
Slower to reach roi
More expensive
Easier to do business with
See all SAP HANA Cloud reviews
#9

IBM Cloud Pak for Data
By IBM
(90)4.3 out of 5
Optimized for quick response
Your AI is only as good as the data that feeds it. With IBM Cloud Pak for Data, you can make your data ready for an AI and multi-cloud world and access an array of IBM Watson technologies at your fingertips. Rapidly provision services for data scientists, data engineers and developers so they can work faster than ever. Simplify hybrid data management, unified data governance and integration, data science and business analytics with a single solution.
Categories in common with Vertex AI:
• Generative AI Infrastructure
• Data Science and Machine Learning Platforms
Reviewers say compared to Vertex AI, IBM Cloud Pak for Data is:
Slower to reach roi
Better at support
See all IBM Cloud Pak for Data reviews
#10

Alteryx
By Alteryx
(625)4.6 out of 5
Optimized for quick response
Alteryx drives transformational business outcomes through unified analytics, data science, and process automation.
Categories in common with Vertex AI:
• Data Science and Machine Learning Platforms
Try for free
Reviewers say compared to Vertex AI, Alteryx is:
Slower to reach roi
Easier to do business with
Easier to set up
See all Alteryx reviews

Sponsored
Squirro
(8)4.6 out of 5
Data finds purpose with Squirro, the first enterprise-ready generative AI for search, insights, and automation. Trusted by central banks and over 30 industry leaders. Squirro develops top-notch Retrieval Augmented Generation (RAG) and Semantic Search technology with access to an unlimited universe of data and connectors. Squirro's features include advanced search & chat while browsing, document summarization, chats with results, knowledge graphs, among others. Squirro offers the implementation of stringent access control lists (ACLs), the flexibility of public cloud and on-premise deployments with open-source models like Mixtral, ensuring full data sovereignty, adapted for the most regulated industries. Recognized by Gartner as a visionary company.
Visit Website
Reviewers say compared to Vertex AI, Squirro is:
Better at support
More usable
Better at meeting requirements
Visit Website