Introducing G2.ai, the future of software buying.Try now
Compare Alteryx and Vertex AI 
Featured Products
Sponsored
You’re seeing this ad based on the product’s relevance to this page. Sponsored content does not receive preferential treatment in any of G2’s ratings.
Astro by Astronomer
Visit Website
Sponsored
You’re seeing this ad based on the product’s relevance to this page. Sponsored content does not receive preferential treatment in any of G2’s ratings.
Starburst
Visit Website
Sponsored
You’re seeing this ad based on the product’s relevance to this page. Sponsored content does not receive preferential treatment in any of G2’s ratings.
Burai
Visit Website
At a Glance
Market Segments
Enterprise (63.6% of reviews)
Small-Business (41.1% of reviews)
Entry-Level Pricing
$3,000.00 1 User Per Year
Pay As You Go Per Month
Alteryx
Star Rating
(666)4.6 out of 5
Market Segments
Enterprise (63.6% of reviews)
Pros & Cons
Entry-Level Pricing
$3,000.00 1 User Per Year
Free Trial is available
Browse all 3 pricing plansVertex AI
Star Rating
(591)4.3 out of 5
Market Segments
Small-Business (41.1% of reviews)
Pros & Cons
Entry-Level Pricing
Pay As You Go Per Month
Free Trial is available
Learn more about Vertex AISummary
AI Generated Summary
AI-generated. Powered by real user reviews.
- Users report that Alteryx excels in data ingestion and wrangling, scoring 9.1, while Vertex AI trails with a score of 8.2. Reviewers mention that Alteryx's intuitive interface and powerful data preparation tools, such as the "Data Preparation" feature, significantly streamline the process of cleaning and transforming data.
- Reviewers mention that Alteryx offers a more user-friendly experience with an ease of use score of 8.7 compared to Vertex AI's 8.2. Users on G2 highlight Alteryx's drag-and-drop functionality, which simplifies complex workflows, making it easier for non-technical users to create data models.
- Users say that both products have strong scalability, each scoring 8.5. However, reviewers mention that Alteryx's ability to handle large datasets efficiently is a standout feature, particularly for enterprise-level applications, while Vertex AI is noted for its flexibility in small business environments.
- Reviewers mention that Vertex AI shines in AI text generation, scoring 8.1 compared to Alteryx's 6.7. Users report that Vertex AI's "Natural Language Processing" capabilities are robust, allowing for more sophisticated text analysis and generation tasks.
- Users on G2 report that Alteryx's support quality is rated at 8.5, which is higher than Vertex AI's 8.2. Reviewers mention that Alteryx provides comprehensive resources and responsive customer service, making it easier for users to resolve issues quickly.
- Reviewers mention that both products have a positive outlook on product direction, each scoring 9.2. However, users say that Alteryx's commitment to continuous improvement and feature updates, such as the introduction of new analytics tools, is particularly appreciated by its user base.
Pricing
Entry-Level Pricing
Alteryx
Starter Edition
$3,000.00
1 User Per Year
For Small Teams That Need to Perform Basic Business Analytics
Prepare and analyze data with code-free software on flat files.
- Essential drag-and-drop data preparation (Blend, Transform, Join, Aggregate, etc.)
- Create code-free data analytics workflows
- Share data analytics workflows
Vertex AI
Try Vertex AI Free
Pay As You Go
Per Month
New customers get $300 in free credits to spend on Vertex AI.
- A unified UI for the entire ML workflow
- Pre-trained APIs for vision, video, natural language, and more
- End-to-end integration for data and AI
Free Trial
Alteryx
Free Trial is available
Vertex AI
Free Trial is available
Ratings
Meets Requirements
8.8
326
8.6
358
Ease of Use
8.7
470
8.2
367
Ease of Setup
8.6
265
8.1
290
Ease of Admin
8.3
83
7.9
141
Quality of Support
8.5
306
8.1
334
Has the product been a good partner in doing business?
8.9
87
8.2
135
Product Direction (% positive)
9.2
315
9.2
352
Features by Category
Reports
7.6
193
|
Verified
Not enough data
8.2
139
Not enough data
6.9
190
|
Verified
Not enough data
7.8
121
Not enough data
7.1
164
|
Verified
Not enough data
Self Service
8.9
201
|
Verified
Not enough data
9.1
205
|
Verified
Not enough data
9.0
196
|
Verified
Not enough data
8.3
190
|
Verified
Not enough data
8.5
192
|
Verified
Not enough data
8.0
155
|
Verified
Not enough data
Advanced Analytics
8.1
171
|
Verified
Not enough data
7.3
185
|
Verified
Not enough data
8.2
171
|
Verified
Not enough data
Building Reports
9.1
153
|
Verified
Not enough data
8.7
143
|
Verified
Not enough data
7.4
109
|
Verified
Not enough data
7.8
115
|
Verified
Not enough data
Platform
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Reports
7.6
193
|
Verified
Not enough data
8.2
139
Not enough data
6.9
190
|
Verified
Not enough data
7.8
121
Not enough data
7.1
164
|
Verified
Not enough data
Data Preparation
8.8
115
|
Verified
Not enough data
8.6
104
|
Verified
Not enough data
Data Modeling and Blending
9.0
117
|
Verified
Not enough data
9.1
119
|
Verified
Not enough data
9.1
113
|
Verified
Not enough data
Generative AI
7.7
36
Not enough data
8.1
37
Not enough data
Agentic AI - Analytics Platforms
8.1
14
Not enough data
8.3
14
Not enough data
7.7
14
Not enough data
8.2
14
Not enough data
8.2
14
Not enough data
7.7
14
Not enough data
7.9
14
Not enough data
Self Service
8.9
201
|
Verified
Not enough data
9.1
205
|
Verified
Not enough data
9.0
196
|
Verified
Not enough data
8.3
190
|
Verified
Not enough data
8.5
192
|
Verified
Not enough data
8.0
155
|
Verified
Not enough data
Deployment & Integration - Analytics Platforms
8.2
14
Not enough data
8.3
14
Not enough data
8.5
13
Not enough data
8.3
13
Not enough data
Advanced Analytics
8.1
171
|
Verified
Not enough data
7.3
185
|
Verified
Not enough data
8.2
171
|
Verified
Not enough data
Performance & Scalability - Analytics Platforms
8.3
14
Not enough data
8.6
13
Not enough data
Advanced Analytics & Modeling - Analytics Platforms
8.5
14
Not enough data
8.3
14
Not enough data
8.1
14
Not enough data
Agentic AI Capabilities - Analytics Platforms
8.6
13
Not enough data
7.9
13
Not enough data
8.3
13
Not enough data
7.9
13
Not enough data
Personalized Intelligence - Analytics Platforms
8.3
13
Not enough data
8.3
13
Not enough data
8.6
13
Not enough data
Building Reports
9.1
153
|
Verified
Not enough data
8.7
143
|
Verified
Not enough data
7.4
109
|
Verified
Not enough data
7.8
115
|
Verified
Not enough data
Cartography
8.0
27
Not enough data
7.9
23
Not enough data
7.7
27
Not enough data
7.9
25
Not enough data
Analysis
8.7
25
Not enough data
9.3
26
Not enough data
9.3
27
Not enough data
9.1
26
Not enough data
Reporting
9.3
27
Not enough data
8.3
20
Not enough data
9.1
24
Not enough data
Data Source Access
8.9
158
Not enough data
8.8
171
Not enough data
8.2
138
Not enough data
Data Interaction
8.5
141
Not enough data
8.4
138
Not enough data
8.7
153
Not enough data
9.1
174
Not enough data
9.2
168
Not enough data
9.2
173
Not enough data
8.7
157
Not enough data
8.5
142
Not enough data
Data Exporting
8.9
157
Not enough data
8.8
160
Not enough data
9.2
172
Not enough data
Generative AI
6.8
30
Not enough data
Management
Not enough data
Not enough data
Not enough data
Not enough data
Functionality
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Deployment
Not enough data
8.3
73
Not enough data
8.1
74
Not enough data
8.3
74
Not enough data
8.3
70
Not enough data
8.8
70
Deployment
Not enough data
8.4
73
Not enough data
8.3
72
Not enough data
8.4
71
Not enough data
8.5
71
Not enough data
8.7
69
Management
Not enough data
8.3
70
Not enough data
8.5
69
Not enough data
8.0
69
Not enough data
8.1
69
Operations
Not enough data
8.2
69
Not enough data
8.4
70
Not enough data
8.3
70
Management
Not enough data
8.1
68
Not enough data
8.4
69
Not enough data
8.3
68
Generative AI
Not enough data
8.2
34
Not enough data
8.4
34
System
9.1
52
8.2
170
Model Development
7.9
42
8.4
202
8.8
50
7.9
179
8.0
48
8.4
200
8.2
46
8.5
202
Model Development
8.4
50
8.2
165
Machine/Deep Learning Services
7.9
37
8.2
200
7.9
35
8.4
196
7.9
33
8.2
195
7.9
33
8.2
178
Machine/Deep Learning Services
7.9
35
8.5
165
7.9
32
8.4
163
Deployment
Feature Not Available
8.2
193
8.4
44
8.3
194
8.5
46
8.5
193
Generative AI
6.8
10
8.3
102
6.3
9
8.2
102
7.2
10
8.1
103
Agentic AI - Data Science and Machine Learning Platforms
Not enough data
8.1
34
Not enough data
7.8
34
Not enough data
7.7
34
Not enough data
7.8
34
Not enough data
8.4
34
Not enough data
7.8
34
Not enough data
7.9
34
Data Ingestion
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Presentation
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
System
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Generative AI
Not enough data
Not enough data
Scalability and Performance - Generative AI Infrastructure
Not enough data
8.9
28
Not enough data
8.6
28
Not enough data
8.5
28
Cost and Efficiency - Generative AI Infrastructure
Not enough data
8.2
28
Not enough data
7.8
28
Not enough data
7.9
28
Integration and Extensibility - Generative AI Infrastructure
Not enough data
8.4
28
Not enough data
8.1
28
Not enough data
8.3
28
Security and Compliance - Generative AI Infrastructure
Not enough data
8.6
28
Not enough data
8.5
28
Not enough data
8.9
28
Usability and Support - Generative AI Infrastructure
Not enough data
8.2
28
Not enough data
8.3
28
Integration - Machine Learning
Not enough data
8.5
67
Learning - Machine Learning
Not enough data
8.5
66
Not enough data
8.3
65
Not enough data
8.8
66
Large Language Model Operationalization (LLMOps)Hide 15 FeaturesShow 15 Features
Not enough data
8.9
23
Prompt Engineering - Large Language Model Operationalization (LLMOps)
Not enough data
8.8
22
Not enough data
8.9
22
Inference Optimization - Large Language Model Operationalization (LLMOps)
Not enough data
8.8
22
Model Garden - Large Language Model Operationalization (LLMOps)
Not enough data
9.2
22
Custom Training - Large Language Model Operationalization (LLMOps)
Not enough data
9.0
22
Application Development - Large Language Model Operationalization (LLMOps)
Not enough data
9.2
22
Model Deployment - Large Language Model Operationalization (LLMOps)
Not enough data
9.1
22
Not enough data
8.7
21
Guardrails - Large Language Model Operationalization (LLMOps)
Not enough data
9.0
21
Not enough data
8.8
21
Model Monitoring - Large Language Model Operationalization (LLMOps)
Not enough data
8.7
21
Not enough data
9.0
21
Security - Large Language Model Operationalization (LLMOps)
Not enough data
9.1
22
Not enough data
8.9
22
Gateways & Routers - Large Language Model Operationalization (LLMOps)
Not enough data
8.9
22
Customization - AI Agent Builders
Not enough data
8.5
27
Not enough data
7.6
27
Not enough data
8.3
26
Functionality - AI Agent Builders
Not enough data
8.1
27
Not enough data
7.3
27
Not enough data
8.2
26
Not enough data
7.2
27
Data and Analytics - AI Agent Builders
Not enough data
7.7
25
Not enough data
7.9
27
Not enough data
8.0
27
Integration - AI Agent Builders
Not enough data
8.7
27
Not enough data
8.0
27
Not enough data
8.0
27
Not enough data
7.5
27
Data Ingestion & Preparation - Low-Code Machine Learning Platforms
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Model Construction & Automation - Low-Code Machine Learning Platforms
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Statistical Tool
8.4
62
Not enough data
8.6
62
Not enough data
8.3
62
Not enough data
Data Analysis
9.1
69
Not enough data
9.0
67
Not enough data
Decision Making
8.6
65
Not enough data
7.4
68
Not enough data
8.4
70
Not enough data
9.0
65
Not enough data
Generative AI
7.2
16
Not enough data
7.4
17
Not enough data
Data Transformation
8.4
71
|
Verified
Not enough data
8.8
79
|
Verified
Not enough data
Connectivity
8.4
53
|
Verified
Not enough data
8.3
49
|
Verified
Not enough data
8.9
71
|
Verified
Not enough data
Feature Not Available
Not enough data
Operations
7.8
78
|
Verified
Not enough data
9.1
84
|
Verified
Not enough data
8.5
64
|
Verified
Not enough data
8.7
66
|
Verified
Not enough data
8.1
60
|
Verified
Not enough data
Building Reports
9.1
153
|
Verified
Not enough data
8.7
143
|
Verified
Not enough data
7.4
109
|
Verified
Not enough data
7.8
115
|
Verified
Not enough data
Platform
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Categories
Categories
Shared Categories
Alteryx and Vertex AI are categorized as Low-Code Machine Learning Platforms, Data Science and Machine Learning Platforms, and Machine Learning
Unique Categories
Vertex AI is categorized as Large Language Model Operationalization (LLMOps), Generative AI Infrastructure, MLOps Platforms, and AI Agent Builders
Reviews
Reviewers' Company Size
Alteryx
Small-Business(50 or fewer emp.)
Mid-Market(51-1000 emp.)
Enterprise(> 1000 emp.)
Vertex AI
Small-Business(50 or fewer emp.)
Mid-Market(51-1000 emp.)
Enterprise(> 1000 emp.)
Small-Business
(50 or fewer emp.)
Mid-Market
(51-1000 emp.)
Enterprise
(> 1000 emp.)
Reviewers' Industry
Financial Services
12.1%
Accounting
9.6%
Information Technology and Services
8.3%
Banking
5.4%
Insurance
4.6%
Other
60.0%
Computer Software
17.5%
Information Technology and Services
13.9%
Financial Services
7.0%
Retail
3.8%
Hospital & Health Care
3.4%
Other
54.3%
Alternatives
Discussions
What's the one thing that Alteryx brings to the play which other platforms lack?
3 Comments
SM
A very vibrant and helpful community.Read more
Is there any free trail for Alteryx analytics gallery?
1 Comment
SJ
Yes, every user gets 1 month's free trial. It is system specific though.Read more
How can teams share dashboards and insights from Alteryx with stakeholders who don’t have a platform license?
1 Comment
BP
Comment deleted by user.Read more
What is Google Cloud AI Platform used for?
2 Comments
KS
Google cloud AI Platform enables us to build Machine learning models, that works on any type and any size of data. Read more
What software libraries does cloud ML engine support?
2 Comments
JP
It's supporting approx all trending libraries.Read more
What is Google AI platform?
1 Comment
ZM
The Google AI Platform is a comprehensive set of tools and services provided by Google Cloud to develop, deploy, and manage artificial intelligence. It...Read more
Hunting for software insights?
With over 3 million reviews, we can provide the specific details that help you make an informed software buying decision for your business. Finding the right product is important, let us help.
