App comparison
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Vertex AI
Based on GetApp‘s extensive, proprietary database of in-depth, verified user reviews
Machine Learning Platform
Vertex AI Alternatives & Competitors (2026)
Top 5 free alternatives
Zoho DataPrep
Based on GetApp‘s extensive, proprietary database of in-depth, verified user reviews
AI-powered no-code ETL Data Preparation platform
Value for money
Starting price
No pricing info
1.0
Functionality
ETL
4/5
In-Database Processing
N/A
Workflow Management
N/A
Top Features
Generative AI
N/A
Based on GetApp‘s extensive, proprietary database of in-depth, verified user reviews
Powerful, self-serve product analytics.
0.8
Value for money
Starting price
No pricing info
0.6
Functionality
User Interaction Tracking
5/5
Customer Journey Mapping
5/5
Activity Dashboard
5/5
Top Features
Generative AI
N/A
Model Training
N/A
No-Code
N/A
Based on GetApp‘s extensive, proprietary database of in-depth, verified user reviews
Payment processing and fraud detection platform
5.0
Value for money
No pricing info
Starting price
No pricing info
1.0
Functionality
Internal Fraud Monitoring
N/A
Activity Monitoring
N/A
For eCommerce
N/A
Top Features
Generative AI
N/A
Model Training
N/A
No-Code
N/A
Based on GetApp‘s extensive, proprietary database of in-depth, verified user reviews
Enterprise Collaboration Security, Compliance, and Insights
1.2
Value for money
No pricing info
Starting price
No pricing info
1.7
Functionality
Sentiment Analysis
5/5
Reporting/Analytics
4/5
Incident Management
4/5
Top Features
Generative AI
N/A
Based on GetApp‘s extensive, proprietary database of in-depth, verified user reviews
All-in-one solution for creating great digital experiences.
0.5
Value for money
Starting price
No pricing info
0.4
Functionality
Customer Journey Mapping
5/5
Website Analytics
5/5
Trend Analysis
5/5
Top Features
Generative AI
N/A
Model Training
N/A
No-Code
N/A
Based on GetApp‘s extensive, proprietary database of in-depth, verified user reviews
Use data to turn feedback into features with confidence.
0.5
Value for money
Starting price
No pricing info
0.6
Functionality
Real-Time Notifications
5/5
Natural Language Processing
5/5
Customizable Templates
5/5
Top Features
Generative AI
N/A
Based on GetApp‘s extensive, proprietary database of in-depth, verified user reviews
Intelligent monitoring for AI
Value for money
No pricing info
Starting price
No pricing info
Functionality
Predictive Analytics
5/5
Machine Learning
5/5
Dashboard Creation
N/A
Top Features
Generative AI
N/A
No-Code
N/A
Based on GetApp‘s extensive, proprietary database of in-depth, verified user reviews
UniFi — One system, limitless use cases.
0.6
Value for money
Starting price
No pricing info
0.4
Functionality
Purchase Order Management
5/5
Projections
5/5
Expense Tracking
5/5
Top Features
Generative AI
N/A
Model Training
N/A
Based on GetApp‘s extensive, proprietary database of in-depth, verified user reviews
Simulation solution for technical computing.
0.8
Value for money
Starting price
No pricing info
0.3
Functionality
Neural Network Modeling
5/5
Dashboard
5/5
Data Visualization
4.7/5
Top Features
Generative AI
N/A
No-Code
N/A
Based on GetApp‘s extensive, proprietary database of in-depth, verified user reviews
AI platform for sales teams
0.6
Value for money
No pricing info
Starting price
No pricing info
0.5
Functionality
Third-Party Integrations
5/5
Data Connectors
5/5
Search/Filter
5/5
Top Features
Generative AI
N/A
Model Training
N/A
No-Code
N/A
Based on GetApp‘s extensive, proprietary database of in-depth, verified user reviews
Label data fast & efficiently
5.0
Value for money
No pricing info
Starting price
No pricing info
Functionality
Workflow Management
5/5
Text Extraction
5/5
Secure Data Storage
5/5
Top Features
Generative AI
N/A
No-Code
N/A
Based on GetApp‘s extensive, proprietary database of in-depth, verified user reviews
Optimize industrial processes with advanced analytics
Value for money
Starting price
No pricing info
1.0
Functionality
Data Visualization
5/5
Multiple Data Sources
5/5
Monitoring
5/5
Top Features
Generative AI
N/A
Model Training
N/A
Based on GetApp‘s extensive, proprietary database of in-depth, verified user reviews
Drag-and-drop data science tool.
1.2
Value for money
Starting price
No pricing info
0.8
Functionality
Model Training
5/5
Dashboard
4.4/5
Data Visualization
4.3/5
Top Features
Generative AI
N/A
No-Code
N/A
Based on GetApp‘s extensive, proprietary database of in-depth, verified user reviews
Big-data-as-a-service provider
Value for money
Starting price
No pricing info
5.0
Functionality
Search/Filter
N/A
High Volume Processing
N/A
Collaboration Tools
N/A
Top Features
Generative AI
N/A
No-Code
N/A
Based on GetApp‘s extensive, proprietary database of in-depth, verified user reviews
Turn challenges into benefits
Value for money
Starting price
No pricing info
1.5
Functionality
Predictive Analytics
5/5
API
5/5
Natural Language Processing
4/5
Top Features
Generative AI
N/A
No-Code
N/A
Based on GetApp‘s extensive, proprietary database of in-depth, verified user reviews
eCommerce fraud detection & prevention
0.5
Value for money
Starting price
No pricing info
0.5
Functionality
Predictive Modeling
N/A
Threat Intelligence
N/A
Real-Time Data
N/A
Top Features
Generative AI
N/A
No-Code
N/A
Based on GetApp‘s extensive, proprietary database of in-depth, verified user reviews
Personalization AI to acquire, grow, and retain customers
Value for money
Starting price
No pricing info
Functionality
Behavioral Targeting
5/5
Website Analytics
5/5
Recommendations
5/5
Top Features
Generative AI
N/A
Model Training
N/A
No-Code
N/A
Based on GetApp‘s extensive, proprietary database of in-depth, verified user reviews
AIOps platform to build and design machine learning models
0.1
Value for money
No pricing info
Starting price
No pricing info
0.1
Functionality
Third-Party Integrations
5/5
Predictive Analytics
5/5
Natural Language Processing
5/5
Top Features
No-Code
N/A
Based on GetApp‘s extensive, proprietary database of in-depth, verified user reviews
Cloud-based data analysis and graphing software
0.7
Value for money
No pricing info
Starting price
No pricing info
0.3
Functionality
Time Series Analysis
5/5
Data Management
5/5
Dashboard
5/5
Top Features
Generative AI
N/A
Model Training
N/A
No-Code
N/A
Based on GetApp‘s extensive, proprietary database of in-depth, verified user reviews
Automate requests and deliver effortless experiences
0.9
Value for money
No pricing info
Starting price
No pricing info
0.7
Functionality
Third-Party Integrations
5/5
Service Level Agreement (SLA) Management
5/5
Automated Routing
5/5
Top Features
Generative AI
N/A