Jupyter Notebook vs. Lightning AI

Jupyter Notebook

Lightning AI

Overview
Product	Rating	Most Used By	Product Summary	Starting Price
Jupyter Notebook	Score 8.6 out of 10	N/A	Jupyter Notebook is an open-source web application that allows users to create and share documents containing live code, equations, visualizations and narrative text. Uses include: data cleaning and transformation, numerical simulation, statistical modeling, data visualization, and machine learning. It supports over 40 programming languages, and notebooks can be shared with others using email, Dropbox, GitHub and the Jupyter Notebook Viewer. It is used with JupyterLab, a web-based IDE for…	N/A
Lightning AI	Score 0.0 out of 10	N/A	The platform builds models & builds/publish Lightning Apps (ML workflow templates) and connects favorite ML lifecycle tools.	N/A

Pricing

Jupyter Notebook

Lightning AI

Editions & Modules

No answers on this topic

Enterprise: custom pricing

Offerings

Pricing Offerings
Jupyter Notebook	Lightning AI
Free Trial
No	No
Free/Freemium Version
No	Yes
Premium Consulting/Integration Services
No	No

Entry-level Setup Fee

No setup fee

Additional Details

—

More Pricing Information

Community Pulse
	Jupyter Notebook	Lightning AI
Considered Both Products	Jupyter Notebook Verified User Anonymous Chose Jupyter Notebook As a beginner I tried all of them but finally due to simple and user friendly interface I opted it. I also tried visual basic which is also good platform with versatility, however for basic need it is the best. Incentivized Helpful? Verified User Anonymous Chose Jupyter Notebook Jupyter is very easy to understand and easy to use. And can also be used by a student, freelancer, small industries, big industries. Jupyter also provides you a tool to work with machine learning and artificial intelligence. Incentivized Helpful? Verified User Anonymous Chose Jupyter Notebook Negligible or no cost, Highly efficient, effective, scalable , hasslefree Incentivized Helpful? Shivam Rai Senior Implementation Services Assistant Chose Jupyter Notebook Jupyter Notebook is very attractive platform for new developers to code and to learn programming and perform tasks as compared to other IDE. It has very well and easy visualization, interactive programming and sharing the live code and slideshow is very easy as compare to … Incentivized Helpful? RL Rita Lo Chose Jupyter Notebook Jupyter is still the most well known and widely used platform I've seen. Using it over other competition like Zeppelin simply because of its availability, and my familiarity with its functionality. Incentivized Helpful? Lindsay Veazey Senior Data Scientist Chose Jupyter Notebook Jupyter Notebook is unique in that it offers a flexible, lightweight, easy-to-replicate way of organizing your code in a visually intuitive fashion that can be exported in a number of formats. I've found that the broad functionalities available within the notebooks suit a lot … Incentivized Helpful? Ejaz Hussain Senior Analyst Chose Jupyter Notebook Well, so far Jupyter Notebook has been the better tool for me. It gives us more freedom & has more ability to train ML models & do the data visualization more efficiently. It's easier to operate & has a very simple-to-understand UI & with the support for taking data from … Incentivized Helpful? RV Rounak Verma Data Analyst Chose Jupyter Notebook I have used PyCharm as well as Jupyter Notebook and for me, Jupyter wins almost every time. I really like its user-friend interface for someone who is new to python programming. The ability to run a big chunk of code part by part is a big game-changer for me. One thing I would … Incentivized Helpful? Hemant Jajoo Machine Learning Intern Chose Jupyter Notebook It should have cleaner support for multi-environment setup and should also increase the amount of features. Moreover, more support should be present for other programming languages. It should also have the option to set a specific location that opens up whenever I run command … Incentivized Helpful? AJ Ayushi Jain Technical Specialist Chose Jupyter Notebook Jupyter is easier to handle and user friendly. We have free access to it and its cell by cell executing feature is amazing. Incentivized Helpful? Verified User Anonymous Chose Jupyter Notebook Jupyter Notebook has a nicer interface than RStudio in our opinion and since most of our group is familiar with Jupyter Notebook it has made it a default choice. Overall the interactive programming as well as the easy visualizations, model deployment, and markdown made Jupyter … Incentivized Helpful? Verified User Anonymous Chose Jupyter Notebook Jupyter Notebook is the core feature extended on by many commercial alternatives. The commercial alternatives have more feature integration with the rest of their portfolio. RStudio is another competitor for interactive and literate programming. Incentivized Helpful? Arpit Ranka Graduate Student Chose Jupyter Notebook haven't actually explored as I decided to use it on a friend 's recommendation. Incentivized Helpful? Verified User Anonymous Chose Jupyter Notebook An interesting thing is that Jupyter Notebook is run on browser environments which may or may not be a positive feature according to cases. VS Code on [the] other hand doesn't use any interface and can run Jupyter Notebooks too. Sometimes my browser consumes too much RAM due to … Incentivized Helpful? Irene Rodríguez Alegre Data Scientist - HF Radar Chose Jupyter Notebook It was great to import and export data and plots using Jupyter Incentivized Helpful? RK Rahul Kapoor Software Engineer Chose Jupyter Notebook With Jupyter Notebook besides doing data analysis and performing complex visualizations you can also write machine learning algorithms with a long list of libraries that it supports. You can make better predictions, observations etc. with it which can help you achieve better … Incentivized Helpful? JJ Jewon Ju Data Analyst Chose Jupyter Notebook I like Jupyter Notebook over the other two because it keeps my work more organized. It helps me to structure my workflow and the ability to run commands in chunks keeps me from being confused when coming back to the work after some time. Incentivized Helpful? YX Yaxian Xie BIE Chose Jupyter Notebook I selected Jupyter Notebook because this is better integrated with the existing production systems than optional tools (for example, R). It is also commonly used tool within the scientist community. Incentivized Helpful? Verified User Anonymous Chose Jupyter Notebook When I tried Zeppelin in 2017, it was still in initial versions, Jupyter was way ahead as of then. Zeppelin had limitations and I wasn't confident of it making progress as much as Jupyter. Incentivized Helpful?	Lightning AI No answer on this topic

Features

Jupyter Notebook

Lightning AI

Platform Connectivity

Comparison of Platform Connectivity features of Product A and Product B
	Jupyter Notebook 9.0 Ratings 8% above category average	Lightning AI - Ratings
Connect to Multiple Data Sources	10.00 Ratings	00 Ratings
Extend Existing Data Sources	10.00 Ratings	00 Ratings
Automatic Data Format Detection	8.50 Ratings	00 Ratings
MDM Integration	7.40 Ratings	00 Ratings

Data Exploration

Comparison of Data Exploration features of Product A and Product B
	Jupyter Notebook 7.0 Ratings 19% below category average	Lightning AI - Ratings
Visualization	6.00 Ratings	00 Ratings
Interactive Data Analysis	8.00 Ratings	00 Ratings

Data Preparation

Comparison of Data Preparation features of Product A and Product B
	Jupyter Notebook 9.5 Ratings 15% above category average	Lightning AI - Ratings
Interactive Data Cleaning and Enrichment	10.00 Ratings	00 Ratings
Data Transformations	10.00 Ratings	00 Ratings
Data Encryption	8.50 Ratings	00 Ratings
Built-in Processors	9.30 Ratings	00 Ratings

Platform Data Modeling

Comparison of Platform Data Modeling features of Product A and Product B
	Jupyter Notebook 9.3 Ratings 10% above category average	Lightning AI - Ratings
Multiple Model Development Languages and Tools	10.00 Ratings	00 Ratings
Automated Machine Learning	9.20 Ratings	00 Ratings
Single platform for multiple model development	10.00 Ratings	00 Ratings
Self-Service Model Delivery	8.00 Ratings	00 Ratings

Model Deployment

Comparison of Model Deployment features of Product A and Product B
	Jupyter Notebook 10.0 Ratings 16% above category average	Lightning AI - Ratings
Flexible Model Publishing Options	10.00 Ratings	00 Ratings
Security, Governance, and Cost Controls	10.00 Ratings	00 Ratings

Best Alternatives
	Jupyter Notebook	Lightning AI
Small Businesses	IBM Watson Studio Score 10.0 out of 10	InterSystems IRIS Score 8.1 out of 10
Medium-sized Companies	Posit Score 10.0 out of 10	Posit Score 10.0 out of 10
Enterprises	Posit Score 10.0 out of 10	Posit Score 10.0 out of 10
All Alternatives	View all alternatives	View all alternatives

User Ratings
	Jupyter Notebook	Lightning AI
Likelihood to Recommend	10.0 (0 ratings)	- (0 ratings)
Usability	10.0 (0 ratings)	- (0 ratings)
Support Rating	9.0 (0 ratings)	- (0 ratings)

User Testimonials
	Jupyter Notebook	Lightning AI
Likelihood to Recommend	I would rate it 9/10 while recommending Jupyter Notebook as it offers me a wide range of functionality to operate. It is very well suited for someone who is new to python programming as the user interface helps you build code line by line. I personally have written multiple programs in Python using Jupyter Notebook as it helps me organize long code by breaking it in a structure. Also the ability to write comments using '#' helps a lot to a reader understand the code. Incentivized RV Rounak Verma Data Analyst Read full review	No answers on this topic
Pros	Coding and error correction line by line Simple and Effectiveness Easy to use for visualisation and presentation of code Could be used at any place any time without hassle Incentivized Verified User Anonymous Read full review	No answers on this topic
Cons	Need more Hotkeys for creating a beautiful notebook. Sometimes we need to download other plugins which messes [with] its default settings. Not as powerful as IDE, which sometimes makes [the] job difficult and allows duplicate code as it get confusing when the number of lines increases. Need a feature where [an] error comes if duplicate code is found or [if a] developer tries the same function name. Incentivized Verified User Anonymous Read full review	No answers on this topic
Usability	Jupyter is highly simplistic. It took me about 5 mins to install and create my first "hello world" without having to look for help. The UI has minimalist options and is quite intuitive for anyone to become a pro in no time. The lightweight nature makes it even more likeable. Incentivized Verified User Anonymous Read full review	No answers on this topic
Support Rating	I haven't had a need to contact support. However, all required help is out there in public forums. Incentivized Verified User Anonymous Read full review	No answers on this topic
Alternatives Considered	Jupyter Notebook is unique in that it offers a flexible, lightweight, easy-to-replicate way of organizing your code in a visually intuitive fashion that can be exported in a number of formats. I've found that the broad functionalities available within the notebooks suit a lot of needs I have for EDA, modeling, and data export that makes other software products fairly redundant. Incentivized Lindsay Veazey Senior Data Scientist Read full review	No answers on this topic
Return on Investment	Positive impact: flexible implementation on any OS, for many common software languages Positive impact: straightforward duplication for adaptation of workflows for other projects Negative impact: sometimes encourages pigeonholing of data science work into notebooks versus extending code capability into software integration Incentivized Lindsay Veazey Senior Data Scientist Read full review	No answers on this topic
ScreenShots		Lightning AI Screenshots