cnvrg.io vs. Iguazio

Overview
ProductRatingMost Used ByProduct SummaryStarting Price
cnvrg.io
Score 0.0 out of 10
N/A
cnvrg.io presents their technology as the fastest way to get from research to production - cnvrg.io is an end-to-end machine learning platform that helps teams manage, build and automate machine learning pipelines.
$0
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
Pricing
cnvrg.ioIguazio
Editions & Modules
Community
$0
Starter
$249
per month
Advanced
$349
per month
Pro
Contact
per month
No answers on this topic
Offerings
Pricing Offerings
cnvrg.ioIguazio
Free Trial
NoNo
Free/Freemium Version
YesNo
Premium Consulting/Integration Services
NoNo
Entry-level Setup FeeNo setup feeNo setup fee
Additional Details
More Pricing Information
Community Pulse
cnvrg.ioIguazio
Features
cnvrg.ioIguazio
Platform Connectivity
Comparison of Platform Connectivity features of Product A and Product B
cnvrg.io
-
Ratings
Iguazio
9.9
Ratings
17% above category average
Connect to Multiple Data Sources00 Ratings10.00 Ratings
Extend Existing Data Sources00 Ratings10.00 Ratings
Automatic Data Format Detection00 Ratings10.00 Ratings
MDM Integration00 Ratings9.50 Ratings
Data Exploration
Comparison of Data Exploration features of Product A and Product B
cnvrg.io
-
Ratings
Iguazio
9.7
Ratings
15% above category average
Visualization00 Ratings9.50 Ratings
Interactive Data Analysis00 Ratings10.00 Ratings
Data Preparation
Comparison of Data Preparation features of Product A and Product B
cnvrg.io
-
Ratings
Iguazio
9.7
Ratings
17% above category average
Interactive Data Cleaning and Enrichment00 Ratings10.00 Ratings
Data Transformations00 Ratings9.50 Ratings
Data Encryption00 Ratings9.50 Ratings
Built-in Processors00 Ratings10.00 Ratings
Platform Data Modeling
Comparison of Platform Data Modeling features of Product A and Product B
cnvrg.io
-
Ratings
Iguazio
9.7
Ratings
15% above category average
Multiple Model Development Languages and Tools00 Ratings10.00 Ratings
Automated Machine Learning00 Ratings9.50 Ratings
Single platform for multiple model development00 Ratings10.00 Ratings
Self-Service Model Delivery00 Ratings9.50 Ratings
Model Deployment
Comparison of Model Deployment features of Product A and Product B
cnvrg.io
-
Ratings
Iguazio
9.7
Ratings
13% above category average
Flexible Model Publishing Options00 Ratings10.00 Ratings
Security, Governance, and Cost Controls00 Ratings9.50 Ratings
User Ratings
cnvrg.ioIguazio
Likelihood to Recommend
-
(0 ratings)
10.0
(0 ratings)
User Testimonials
cnvrg.ioIguazio
Likelihood to Recommend
No answers on this topic
It is built in a way that supports low latency real-time data processing. The model can be triggered using different streaming engines without the need to write additional codes. It has serverless that enables developers to write code [that] automatically transform to auto-scaling production workload, significantly reducing time to market and resources.
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Pros
No answers on this topic
  • Dynamic scaling capacity.
  • Central Metadata management.
  • Data ingestion and preparation.
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Cons
No answers on this topic
  • The user interface is not so much user-friendly, and easy-to-use, navigate.
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Alternatives Considered
No answers on this topic
Iguazio provides a generic and easy to use mechanism to describe and track code,metadata,inputs and outputs of machine learning related tasks(executions). Users is able to track various elements, store them in a database and presents all running jobs as well as historical jobs in a single report. With Iguazio MLOps platform, data engineers,data scientist and MLOps engineers work in an unified environment with processes that increase productivity right out of the box.
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Return on Investment
No answers on this topic
  • 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.
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ScreenShots

cnvrg.io Screenshots

Screenshot of Build and design production ready machine learning pipelines with an integrated automated machine learning engine