TrustRadius

Iguazio vs. Mage

Overview
ProductRatingMost Used ByProduct SummaryStarting Price
Iguazio
Score 10.0 out of 10
N/A
Iguazio, headquartered in Herzliya, provides a Data Science Platform to automate machine learning pipelines. It aims to accelerate the development, deployment and management of AI applications at scale, enabling data scientists to focus on delivering better, more accurate and more powerful solutions instead of spending their time on infrastructure. The platform is open and deployable anywhere - multi-cloud, on prem or edge. The vendor states Iguazio powers real-time data science applications for…N/A
Mage
Score 8.6 out of 10
N/A
Mage is a tool that helps product developers use AI and their data to make predictions. Use cases might be predictions for churn prevention, product recommendations, customer lifetime value and forecasting sales.
$0
per user
Pricing
IguazioMage
Editions & Modules
No answers on this topic
Hobby
$0
per user
Pro
$2,000
per month per user
Offerings
Pricing Offerings
IguazioMage
Free Trial
NoYes
Free/Freemium Version
NoYes
Premium Consulting/Integration Services
NoYes
Entry-level Setup FeeNo setup feeOptional
Additional Details—Contact vendor for pricing information.
More Pricing Information
Community Pulse
IguazioMage
Top Pros
Top Cons
Features
IguazioMage
Platform Connectivity
Comparison of Platform Connectivity features of Product A and Product B
Iguazio
9.9
2 Ratings
16% above category average
Mage
-
Ratings
Connect to Multiple Data Sources10.02 Ratings00 Ratings
Extend Existing Data Sources10.02 Ratings00 Ratings
Automatic Data Format Detection10.02 Ratings00 Ratings
MDM Integration9.52 Ratings00 Ratings
Data Exploration
Comparison of Data Exploration features of Product A and Product B
Iguazio
9.7
2 Ratings
14% above category average
Mage
-
Ratings
Visualization9.52 Ratings00 Ratings
Interactive Data Analysis10.02 Ratings00 Ratings
Data Preparation
Comparison of Data Preparation features of Product A and Product B
Iguazio
9.7
2 Ratings
16% above category average
Mage
-
Ratings
Interactive Data Cleaning and Enrichment10.02 Ratings00 Ratings
Data Transformations9.52 Ratings00 Ratings
Data Encryption9.52 Ratings00 Ratings
Built-in Processors10.02 Ratings00 Ratings
Platform Data Modeling
Comparison of Platform Data Modeling features of Product A and Product B
Iguazio
9.7
2 Ratings
13% above category average
Mage
-
Ratings
Multiple Model Development Languages and Tools10.02 Ratings00 Ratings
Automated Machine Learning9.52 Ratings00 Ratings
Single platform for multiple model development10.02 Ratings00 Ratings
Self-Service Model Delivery9.52 Ratings00 Ratings
Model Deployment
Comparison of Model Deployment features of Product A and Product B
Iguazio
9.7
2 Ratings
12% above category average
Mage
-
Ratings
Flexible Model Publishing Options10.02 Ratings00 Ratings
Security, Governance, and Cost Controls9.52 Ratings00 Ratings
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IguazioMage
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All AlternativesView all alternativesView all alternatives
User Ratings
IguazioMage
Likelihood to Recommend
10.0
(2 ratings)
8.5
(2 ratings)
User Testimonials
IguazioMage
Likelihood to Recommend
Iguazio
With Iguazio we are able to scale up our organisations AI infrastructure which us vital to meet business goals and accelerate time-to-time. We are also able to manage our ML pipeline end-to-end using a full-stack,user-friendly environment, feature-rich integrated feature store and powerful data transformation and real-time feature engineering capabilities.
Douglas Carter | TrustRadius Reviewer
Douglas Carter
Technical Manager
Read full review
Mage
Mage is well-suited for probability score for uptake of every product is calculated for customers using ML/ Regression models, choosing customers for a product/ Top products for a customer, based on the requirement and Identifying popular product combinations using association rules from Market Basket Analysis (or affinity Analysis)\Bundle these products as combos.
Verified User
Anonymous
Read full review
Pros
Iguazio
  • Dynamic scaling capacity.
  • Central Metadata management.
  • Data ingestion and preparation.
Izaan Jivin | TrustRadius Reviewer
Izaan Jivin
Senior Project Manager
Read full review
Mage
  • Ranking algorithms.
  • Cloud-based tool.
  • Increase user engagement.
Verified User
Anonymous
Read full review
Cons
Iguazio
  • The user interface is not so much user-friendly, and easy-to-use, navigate.
Douglas Carter | TrustRadius Reviewer
Douglas Carter
Technical Manager
Read full review
Mage
  • Acquisition Contribution.
  • Business Intelligence Reporting.
  • Data Destinations.
Verified User
Anonymous
Read full review
Alternatives Considered
Iguazio
Execution, experiment, data, model tracking, and automated deployment is done automatically through the MLRun serverless runtime engine. MLRun maintains a project hierarchy with strict membership and cross-team collaboration. End-to-end data governance is fully solidified and managed with authentication and identity management. Customers securely share data by providing access directly to it and not to copies.
Izaan Jivin | TrustRadius Reviewer
Izaan Jivin
Senior Project Manager
Read full review
Mage
Mage was the easiest in terms of ease of implementation due to its no-code functionality. However, Mage doesn't have a whole ecosystem like AWS and slightly falls behind there.
Verified User
Anonymous
Read full review
Return on Investment
Iguazio
  • Is a fully integrated solution with a user-friendly portal.
  • Manage our ML pipeline end-to-end using Full-stack,user friendly environment.
  • Iguazio enables our teams to manage all artefacts throughout their lifecycle.
  • Enhance team work and collaboration in our teams.
Douglas Carter | TrustRadius Reviewer
Douglas Carter
Technical Manager
Read full review
Mage
  • Business Understanding.
  • Data Acquisition and Understanding.
  • Data Modeling and Evaluation.
Verified User
Anonymous
Read full review
ScreenShots