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Anyscale Unified Compute Platform vs. Streamlit

Overview
ProductRatingMost Used ByProduct SummaryStarting Price
Anyscale
Score 9.0 out of 10
N/A
The Anyscale Platform is a managed Ray open source platform, offering a better experience for developers and AI teams to speed development, and deploy AI/ML workloads at scale. Anyscale Workspaces provides an integrated IDE experience that allows teams to edit and run code, install dependencies, monitor jobs and resources across a scalable cluster, just as they would on a laptop.N/A
Streamlit
Score 8.0 out of 10
N/A
Streamlit is an open-source Python library designed to make it easy to build custom web-apps for machine learning and data science, from the company of the same name in San Francisco. Streamlit also hosts its community's Streamlit Component offered via API to help users get started.N/A
Pricing
Anyscale Unified Compute PlatformStreamlit
Editions & Modules
No answers on this topic
No answers on this topic
Offerings
Pricing Offerings
AnyscaleStreamlit
Free Trial
NoNo
Free/Freemium Version
NoNo
Premium Consulting/Integration Services
NoNo
Entry-level Setup FeeNo setup feeNo setup fee
Additional Details——
More Pricing Information
User Ratings
Anyscale Unified Compute PlatformStreamlit
Likelihood to Recommend
-
(0 ratings)
10.0
(1 ratings)
User Testimonials
Anyscale Unified Compute PlatformStreamlit
Likelihood to Recommend
Anyscale
No answers on this topic
Streamlit
- Don't want to pay Tableau $1,000 / seat? Use Streamlit - Want fully custom views and navigation? Use Streamlit - Want access to Machine Learning and not just your dev team? Use Streamlit - Want to keep things internal and secure? Use Streamlit - Want your Data Science team to be able to crank out projects quickly? Use Streamlit - Sick of Jupyter Notebooks and Business Leaders not understanding them? Use Streamlit Our D.S. strategy has moved completely to delivering pages in Streamlit. I can hand an executive a Jupyter notebook and it'll get lost in translation. I can give them sign-in access to a page and they can answer all of their own "What-If?" questions! We've used Streamlit to productize our Data Science and Machine Learning capabilities.
TI
Tanner Ingalls
Data Product Manager & Data Scientist
Read full review
Pros
Anyscale
No answers on this topic
Streamlit
  • Incredibly Easy
  • Customizable
  • Quick and powerful
TI
Tanner Ingalls
Data Product Manager & Data Scientist
Read full review
Cons
Anyscale
No answers on this topic
Streamlit
  • Recent Security issues (they quickly released an update to combat this though...)
  • Requires a bit of HTML knowledge to really customize. If you're going quick, you don't need HTML though. Streamlit commands will pump your page out fast.
TI
Tanner Ingalls
Data Product Manager & Data Scientist
Read full review
Alternatives Considered
Anyscale
No answers on this topic
Streamlit
I started using Streamlit when it first came out and thought it was really useful and powerful. A few years later and they've really hit their stride! The features / widgets / materials they provide have been well researched, well designed, and well implemented. I will take Streamlit to any future companies I go to as well as be a strong promoter wherever I'm currently at. It's free. It's easy to use. It is really powerful. Sure? You could go pay for a larger system but your Data Science team should be able to handle Streamlit easily. I'd argue a non-technical person spending a few weeks in python could pick up Streamlit really quickly.
TI
Tanner Ingalls
Data Product Manager & Data Scientist
Read full review
Return on Investment
Anyscale
No answers on this topic
Streamlit
  • I've scaled my team 2x since using Streamlit. We show off actual results that users can play with
  • We're building a customer facing page that we're going to monetize.
  • Incredible amounts of visibility into my team and what we're accomplishing.
TI
Tanner Ingalls
Data Product Manager & Data Scientist
Read full review
ScreenShots