Iguazio vs. Lightlytics

Iguazio

Lightlytics

Overview
Product	Rating	Most Used By	Product Summary	Starting 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
Lightlytics	Score 9.0 out of 10	N/A	Lightlytics enables SRE/DevOps teams to automatically predict, pre-empt, and prevent failures, downtime, or business disruption caused by infrastructure development or updates by simulating all possible dependencies and impact on operations before deployment.	N/A

Pricing

Iguazio

Lightlytics

Editions & Modules

No answers on this topic

Offerings

Pricing Offerings
Iguazio	Lightlytics
Free Trial
No	Yes
Free/Freemium Version
No	No
Premium Consulting/Integration Services
No	No

Entry-level Setup Fee

No setup fee

Additional Details

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More Pricing Information

Community Pulse
	Iguazio	Lightlytics
Considered Both Products	Iguazio Douglas Carter Technical Manager Chose Iguazio 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 … Incentivized Helpful? Izaan Jivin Senior Project Manager Chose 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 … Incentivized Helpful?	Lightlytics No answer on this topic

Features

Iguazio

Lightlytics

Platform Connectivity

Comparison of Platform Connectivity features of Product A and Product B
	Iguazio 9.9 Ratings 17% above category average	Lightlytics - Ratings
Connect to Multiple Data Sources	10.00 Ratings	00 Ratings
Extend Existing Data Sources	10.00 Ratings	00 Ratings
Automatic Data Format Detection	10.00 Ratings	00 Ratings
MDM Integration	9.50 Ratings	00 Ratings

Data Exploration

Comparison of Data Exploration features of Product A and Product B
	Iguazio 9.7 Ratings 15% above category average	Lightlytics - Ratings
Visualization	9.50 Ratings	00 Ratings
Interactive Data Analysis	10.00 Ratings	00 Ratings

Data Preparation

Comparison of Data Preparation features of Product A and Product B
	Iguazio 9.7 Ratings 17% above category average	Lightlytics - Ratings
Interactive Data Cleaning and Enrichment	10.00 Ratings	00 Ratings
Data Transformations	9.50 Ratings	00 Ratings
Data Encryption	9.50 Ratings	00 Ratings
Built-in Processors	10.00 Ratings	00 Ratings

Platform Data Modeling

Comparison of Platform Data Modeling features of Product A and Product B
	Iguazio 9.7 Ratings 15% above category average	Lightlytics - Ratings
Multiple Model Development Languages and Tools	10.00 Ratings	00 Ratings
Automated Machine Learning	9.50 Ratings	00 Ratings
Single platform for multiple model development	10.00 Ratings	00 Ratings
Self-Service Model Delivery	9.50 Ratings	00 Ratings

Model Deployment

Comparison of Model Deployment features of Product A and Product B
	Iguazio 9.7 Ratings 13% above category average	Lightlytics - Ratings
Flexible Model Publishing Options	10.00 Ratings	00 Ratings
Security, Governance, and Cost Controls	9.50 Ratings	00 Ratings

Best Alternatives
	Iguazio	Lightlytics
Small Businesses	Jupyter Notebook Score 9.4 out of 10	GitHub Score 9.0 out of 10
Medium-sized Companies	Posit Score 10.0 out of 10	GitHub Score 9.0 out of 10
Enterprises	Posit Score 10.0 out of 10	Perforce P4 Score 7.7 out of 10
All Alternatives	View all alternatives	View all alternatives

User Ratings
	Iguazio	Lightlytics
Likelihood to Recommend	10.0 (0 ratings)	- (0 ratings)

User Testimonials
	Iguazio	Lightlytics
Likelihood to Recommend	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. Incentivized Izaan Jivin Senior Project Manager Read full review	No answers on this topic
Pros	Dynamic scaling capacity. Central Metadata management. Data ingestion and preparation. Incentivized Izaan Jivin Senior Project Manager Read full review	No answers on this topic
Cons	The user interface is not so much user-friendly, and easy-to-use, navigate. Incentivized Douglas Carter Technical Manager Read full review	No answers on this topic
Alternatives Considered	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. Incentivized Douglas Carter Technical Manager Read full review	No answers on this topic
Return on Investment	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. Incentivized Douglas Carter Technical Manager Read full review	No answers on this topic
ScreenShots		Lightlytics Screenshots