---
title: Snowflake Reviews
meta_title: 'Snowflake Reviews 2026: Details, Pricing, & Features | G2'
meta_description: Filter 764 reviews by the users' company size, role or industry
  to find out how Snowflake works for a business like yours.
aggregate_rating:
  rating_value: 4.6
  review_count: 764
  scale: '5'
date_modified: '2026-08-09'
parent_category:
  name: IT Infrastructure
  url: https://www.g2.com/categories/it-infrastructure
---


# Snowflake Reviews
**Vendor:** Snowflake, Inc.  
**Category:** [Data Warehouse Solutions](https://www.g2.com/categories/data-warehouse)  
**Average Rating:** 4.6/5.0  
**Total Reviews:** 764
## About Snowflake
Snowflake makes enterprise AI easy, efficient and trusted. Thousands of companies around the globe, including hundreds of the world’s largest, use Snowflake’s AI Data Cloud to share data, build applications, and power their business with AI. The era of enterprise AI is here. Learn more at snowflake.com (NYSE: SNOW).



## Snowflake Pros & Cons
**What users like:**

- Users appreciate the **ease of use** of Snowflake, finding it fast and effective for data sharing and analytics. (183 reviews)
- Users value the **reliable features** of Snowflake, enjoying its intuitive interface and seamless data integration for analytics. (118 reviews)
- Users find Snowflake&#39;s **data management capabilities** excellent for efficiently aggregating and querying across multiple datasets. (108 reviews)
- Users admire the **seamless scalability** of Snowflake, effortlessly accommodating work demands and ensuring optimal performance. (99 reviews)
- Users appreciate the **fast data analysis** of Snowflake, enabling quick insights without infrastructure worries. (90 reviews)
- Efficiency Improvement (89 reviews)
- Users appreciate the **excellent integrations** of Snowflake, enhancing data management and deployment across multiple cloud platforms. (88 reviews)
- Speed (86 reviews)
- Database Management (78 reviews)
- Easy Integrations (78 reviews)

**What users dislike:**

- Users find Snowflake&#39;s **high costs** burdensome, especially for small businesses with limited budgets. (91 reviews)
- Users find **feature limitations** in Snowflake, such as lack of code blocks and challenge in permissions management. (54 reviews)
- Users find that **cost management** requires discipline, as unexpected charges can accumulate quickly without careful monitoring. (44 reviews)
- Users find the **cost structure difficult to optimize** , leading to unexpectedly high initial expenses during implementation. (44 reviews)
- Users find Snowflake&#39;s **limited features** in dynamic scripts and monitoring hinder flexibility and usability. (42 reviews)
- Users find the **UI/UX challenging** and suggest better learning programs to improve the experience with Snowflake. (37 reviews)
- Missing Features (34 reviews)
- Users find the **poor UI design** of Snowflake overwhelming, especially for inexperienced team members requiring additional training. (34 reviews)
- Performance Issues (32 reviews)
- UX Design (29 reviews)

## Snowflake Reviews
  ### 1. Snowflake data ware house review

**Rating:** 4.5/5.0 stars

**Reviewed by:** Rashmi S. | Senior Software Engineer, Mid-Market (51-1000 emp.)

**Reviewed Date:** August 18, 2023

**What do you like best about Snowflake?**

As a snowflake developer , i will recommend to use Snowflake . Since it a cloud based patlform , it is best for both small and large scale companies.
It's a type of technology that helps companies handle and manage huge amounts of information. Imagine you have a giant puzzle made of data, and Snowflake is like the magic glue that holds all the puzzle pieces together. What's cool is that it works super fast, so even if you have pool of information and you don't know where to start with , Snowflake can organize it in a blink.

Using Snowflake feels like having a super-smart assistant. It helps businesses keep track of important stuff, like customers' information or sales numbers. Plus, it's really secure, like a digital vault for your data, so you don't have to worry about it getting lost or stolen.

One of the best things about Snowflake is that it can talk to different types of computers and software. So, if you're using one kind of computer and your friend is using a different one, Snowflake can still help both of you understand the same data. It's like having a language translator for computers!

Shares with Others: Snowflake helps you safely share your information with others, there are many featurs avalulable though which you can share your work(worksheet), data/database from one reason or one person to another.

Super Fast: Imagine it's like a super-fast computer for storing and finding information. you will be surprised to see how fast the results are calculated, analysed and result is given to you.

No Computer Troubles: You don't have to worry about fixing or taking care of the computer part. Snowflake does all of that by itself, so you can focus on using the data.

Another great feature is that Snowflake can grow and shrink according to what you need. So, if your business starts getting bigger and you have more data to deal with, Snowflake can handle it like a champ. And the best part is you will be charged as per your uses only. you can easly track your uses and and montly expence by the cost calculator.

Overall, Snowflake is like a superhero for businesses that need to manage lots of information. It's fast, secure, and can talk to different kinds of computers. If you're looking for a way to keep your data organized and safe.

**What do you dislike about Snowflake?**

There are some of the cons that i can think of for snowflake , and listing them down .
Costs Money: Using Snowflake isn't free.you can login and have a trail period of 30 days but at the end of it you have to pay to continue. It's like having to pay a small fee to play with your favorite toys.

Needs Internet: Since it is a cloud based technology you have to be connected to the internet to use Snowflake. 

Learning Curve: It might take some time to understand how Snowflake works, get to know all the features provided by snowflake , its interface, then you and use it more easly. there are several you tube videos available at your service. It's like learning how to use a new game or toy.

Not for Everything: Snowflake is great for certain things, but not for everything there are certain limitations . 

Can be Slow Sometimes: Sometimes, Snowflake might take a little longer to find your information. It's like waiting a bit more for your favorite show to start.

Not very Flexible : While Snowflake can handle different types of data, it's not as flexible as playdough. It might not work well for really unique or unusual things.

Needs Good Security: You have to make sure you set up Snowflake securely to keep your data safe. It's like locking your diary to make sure no one reads your secrets.

Limited Offline Use: Since it needs the internet, you can't play with Snowflake when you're offline. It's like needing to be at the park to use your scooter.

Changes Happen: Sometimes, Snowflake might update or change things, and you'll need to adapt. It's like when your favorite game gets a new level that you need to learn.

**What problems is Snowflake solving and how is that benefiting you?**

Working as a data engineer in the era where big amount of data is available for a single piece of information , finding the right data for you is challenging . In my case storing, handling, processing and analysing the data and finding the result suitable for me is the best solution snowflake has provided me. On top of it , it has few more featues that is listed.

Shares with Others: Snowflake helps you safely share your information with others, there are many featurs avalulable though which you can share your work(worksheet), data/database from one reason or one person to another.

Super Fast: Imagine it's like a super-fast computer for storing and finding information. you will be surprised to see how fast the results are calculated, analysed and result is given to you.

No Computer Troubles: You don't have to worry about fixing or taking care of the computer part. Snowflake does all of that by itself, so you can focus on using the data.

  ### 2. Modernize our data platform using Snowflake

**Rating:** 4.5/5.0 stars

**Reviewed by:** Anthony B. | Enterprise (> 1000 emp.)

**Reviewed Date:** June 05, 2024

**What do you like best about Snowflake?**

The ability for the product to scale and run concurrent loads is unmatched

**What do you dislike about Snowflake?**

It's hard to understand when new desires are available in our instance

**What problems is Snowflake solving and how is that benefiting you?**

Unlimited scale to process our large data sets

  ### 3. One platform doing wonders

**Rating:** 4.0/5.0 stars

**Reviewed by:** Mohammad Kamaal A. | Small-Business (50 or fewer emp.)

**Reviewed Date:** June 04, 2024

**What do you like best about Snowflake?**

Snowflake Marketplace data share capabilities
Chatbot building
AI features

**What do you dislike about Snowflake?**

Snowflake needs a more mature native data catalog tool

**What problems is Snowflake solving and how is that benefiting you?**

It can help to acquire data quickly rather than going with traditional methods like ftp

  ### 4. Ease of use

**Rating:** 4.5/5.0 stars

**Reviewed by:** Jens L. | Lead, Data & BI, Mid-Market (51-1000 emp.)

**Reviewed Date:** June 04, 2024

**What do you like best about Snowflake?**

Ease of use. Instant scalability and setup.

**What do you dislike about Snowflake?**

Visualization capabilities are not up to standards and can still improve a lot.

**What problems is Snowflake solving and how is that benefiting you?**

Data availability and the possibility to scale at a rapid pace

  ### 5. One of the Great Product

**Rating:** 4.5/5.0 stars

**Reviewed by:** Verified User in Information Technology and Services | Small-Business (50 or fewer emp.)

**Reviewed Date:** April 08, 2024

**What do you like best about Snowflake?**

Two features i like most in snowflake first one is new SQL query feature . it make very easy to implement the logic and second one is the we can connect with more than one cloud provider like Azure, AWS from single snowflake account.

**What do you dislike about Snowflake?**

One things i noticed during connecting with different cloud provider that creating external stages for cloud platforms should be more user friendly.

**What problems is Snowflake solving and how is that benefiting you?**

For my project we need to take data from different cloud platfrom like Azure, AWS. Snowflake solve my problem to transfer data from these platform with external stages features.

  ### 6. Best

**Rating:** 4.5/5.0 stars

**Reviewed by:** Rakibu I. | Enterprise (> 1000 emp.)

**Reviewed Date:** June 04, 2024

**What do you like best about Snowflake?**

Scalability speed reliability and low maintenance

**What do you dislike about Snowflake?**

I don't like the worksheet layout. Wish they had notebook type of worksheet

**What problems is Snowflake solving and how is that benefiting you?**

Making the data ingestion and querying big data easier than ever

  ### 7. An easy organizer for your data!

**Rating:** 4.5/5.0 stars

**Reviewed by:** Robert P. | Financial Analyst, Mid-Market (51-1000 emp.)

**Reviewed Date:** November 01, 2023

**What do you like best about Snowflake?**

Snowflake is great way to organize your data by creating a number of statements to garner exactly what your looking for from any table or set of tables. It's incredibly powerful, and is great for setting up live data feeds to other applications.

**What do you dislike about Snowflake?**

I can not really speak to what I dislike about it since I haven't really encountered an issue which I wasn't able to resolve through quick Google searches or questiosn to colleages about. However, I think it would be nice to have a command or some window that defines what different keywords do.

**What problems is Snowflake solving and how is that benefiting you?**

When I was using it, it helped me solve one of the most common problems - how to join two tables into one, and present that in a live data connection. The software I was connecting it to was Tableau.

  ### 8. Snowflake use it 2024

**Rating:** 4.5/5.0 stars

**Reviewed by:** Troy S. | Director of Data and Analytics (Global), Enterprise (> 1000 emp.)

**Reviewed Date:** June 05, 2024

**What do you like best about Snowflake?**

Networking, finding new approaches and functionality

**What do you dislike about Snowflake?**

The keynote is overcrowded. The branding for vendor evening activities before the event is confusing.

**What problems is Snowflake solving and how is that benefiting you?**

Create a unified data repository by integrating multiple SQL Server databases for comprehensive reporting.

  ### 9. Most easiest platform to edit and write sql query

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Events Services | Mid-Market (51-1000 emp.)

**Reviewed Date:** July 09, 2024

**What do you like best about Snowflake?**

Compared to other competitive platform easy to write query and data is very strongly encrypted

**What do you dislike about Snowflake?**

Technical glitches and non-uniformity between public and personal workspace

**What problems is Snowflake solving and how is that benefiting you?**

As a finance analysis I expect the data that I use to extract query should have strong security and snowflake performs this effectively than others

  ### 10. Efficient but Costly

**Rating:** 4.0/5.0 stars

**Reviewed by:** AMIT P. | Software Engineer, Enterprise (> 1000 emp.)

**Reviewed Date:** April 09, 2024

**What do you like best about Snowflake?**

In time critical applications where speed is the main focus, Snowflake performs well

**What do you dislike about Snowflake?**

It costs a lot! Our teams main budget goes into paying Snowflake alone

**What problems is Snowflake solving and how is that benefiting you?**

We use it as a warehouse to store customers data and integrate with our in-house analytics platform for building reports and charts on top of the data available

  ### 11. The experience is amazing

**Rating:** 4.0/5.0 stars

**Reviewed by:** Pooja G. | Small-Business (50 or fewer emp.)

**Reviewed Date:** June 04, 2024

**What do you like best about Snowflake?**

The interoperability between different clouds

**What do you dislike about Snowflake?**

Doesn't have a good ui to be built on too of the data

**What problems is Snowflake solving and how is that benefiting you?**

Become a one stop for all our data

  ### 12. A good SQL Query tool to access data

**Rating:** 4.5/5.0 stars

**Reviewed by:** Ankit G. | Search Engine Optimization Manager, Mid-Market (51-1000 emp.)

**Reviewed Date:** July 23, 2023

**What do you like best about Snowflake?**

Best feaures of Snowflakes that I liked -

1. Even with high data demand queries, the efficieny of Snowflake is great. It doesnot take much time to complete the query.

2.Snowflake is extremely scalable, allowing enterprises to add or remove compute resources as needed.

3. Snowfake has a intuitive user-interface which makes it very easy to use.

**What do you dislike about Snowflake?**

Things that I disliked about Snowflake -

1. Snowflake is a relatively pricey platform, which may be prohibitive for some enterprises.

2. Many open source tools cannot be used natively with Snowflake, which might make system integration challenging.

**What problems is Snowflake solving and how is that benefiting you?**

Users may access and exchange data more easily across teams and departments thanks to Snowflake's one platform for analysing data from many sources.
A wide range of security capabilities are available with Snowflake, including role-based access control, audit logging, and encryption both in transit and at rest.

  ### 13. Snowflake is a great platform for power users

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Retail | Mid-Market (51-1000 emp.)

**Reviewed Date:** April 23, 2024

**What do you like best about Snowflake?**

Snowflake has excellent customer support which supports quick implementation, integration, and adoption for new users.

**What do you dislike about Snowflake?**

Snowflake can be complicated for simple tasks if you are not a power user

**What problems is Snowflake solving and how is that benefiting you?**

Snowflake helps us aggregate business data in a datawarehouse for analysis and processing.

  ### 14. Best RDBMS tool

**Rating:** 5.0/5.0 stars

**Reviewed by:** yogeshwer V. | Senior Data Analyst-PowerSchool, Enterprise (> 1000 emp.)

**Reviewed Date:** March 13, 2024

**What do you like best about Snowflake?**

processing and analysis of data became so easy

**What do you dislike about Snowflake?**

We can not pin the results 
Please if you can make this feature available 
As for every result we have to download a csv file

**What problems is Snowflake solving and how is that benefiting you?**

It helping me in querying the data from databases
And its analytic tool is helping me in the analysis of data in much better way
And it is superfast

  ### 15. Life changing

**Rating:** 5.0/5.0 stars

**Reviewed by:** Dammy M. | Senior Data Consultant, Enterprise (> 1000 emp.)

**Reviewed Date:** June 04, 2024

**What do you like best about Snowflake?**

Performance and business intelligence tool compatibility

**What do you dislike about Snowflake?**

To date we have yet to come up with an answer

**What problems is Snowflake solving and how is that benefiting you?**

Business process efficiency

  ### 16. Snowflake for business

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Hospital & Health Care | Enterprise (> 1000 emp.)

**Reviewed Date:** July 03, 2024

**What do you like best about Snowflake?**

Snowflake allows us to share data securely.
It integrates well with all tools for ETL.
It integrates with all cloud providers effectively.

**What do you dislike about Snowflake?**

It can get costly to store large volumes of data.

**What problems is Snowflake solving and how is that benefiting you?**

It allows us to share, process, transform data securely and efficiently.

  ### 17. I am a dba many years, snowflake is a lot better than any other db

**Rating:** 5.0/5.0 stars

**Reviewed by:** David W. | Principal Analyst, Sr teradata DBA, Snowflake Admin, Data Engineer, Data Scientist, Enterprise (> 1000 emp.)

**Reviewed Date:** June 04, 2024

**What do you like best about Snowflake?**

Use ability, scalability and cost effective

**What do you dislike about Snowflake?**

Nothing because it is much better than any other db

**What problems is Snowflake solving and how is that benefiting you?**

Anomaly detection

  ### 18. Snowflake - Best out there!

**Rating:** 5.0/5.0 stars

**Reviewed by:** Kairav S. | Product Manager, Mid-Market (51-1000 emp.)

**Reviewed Date:** September 08, 2023

**What do you like best about Snowflake?**

Snowflake's architecture is build for scalability. The data sharing capabilities are exceptional; ot requires literally zero maintainince. I would rate Snowflake the best out there in terms of easy of use, support and value for money. Pretty much everything about Snowflake is great!

**What do you dislike about Snowflake?**

The only disadvantage I can see is it being slightly expensive. If you're a very early stage organization, I wouldn;t recommend spending a lot until you have a 5-6 person data team to set up the infrastructure.

**What problems is Snowflake solving and how is that benefiting you?**

I use Snowflake as a central place to manage, modify, combine and organize data. Snowflake acts as a central hub to pull in and push data to various tools and our CRM (Salesforce).

  ### 19. Awesome

**Rating:** 5.0/5.0 stars

**Reviewed by:** Nastassia S. | Analytics Engineer, Mid-Market (51-1000 emp.)

**Reviewed Date:** June 04, 2024

**What do you like best about Snowflake?**

Horizon and cortex, as data Gov specialist

**What do you dislike about Snowflake?**

Not able do document data transformations

**What problems is Snowflake solving and how is that benefiting you?**

Data storag3, ai integration

  ### 20. Using it as a data warehouse, happy with its ease of use and features

**Rating:** 4.0/5.0 stars

**Reviewed by:** Verified User in Marketing and Advertising | Mid-Market (51-1000 emp.)

**Reviewed Date:** June 05, 2024

**What do you like best about Snowflake?**

Dynamic Tables are powerful and easy to use for creating streaming data pipelines.

**What do you dislike about Snowflake?**

It can get expensive if you're not careful, and it can be harder to set up data ingestion vs some competitors.

**What problems is Snowflake solving and how is that benefiting you?**

It is helping us pull together various data sources and use analytics tools as well as Snowflake itself for analysis.

  ### 21. and can connect with many professionals who work on similar work

**Rating:** 5.0/5.0 stars

**Reviewed by:** Venkat S. | Enterprise (> 1000 emp.)

**Reviewed Date:** June 04, 2024

**What do you like best about Snowflake?**

Architecture and flexibility to scale up

**What do you dislike about Snowflake?**

Easy of integration with data governance tools

**What problems is Snowflake solving and how is that benefiting you?**

Enterprise data warehousing

  ### 22. REVIEW

**Rating:** 4.5/5.0 stars

**Reviewed by:** Amulya V. | Small-Business (50 or fewer emp.)

**Reviewed Date:** March 11, 2024

**What do you like best about Snowflake?**

NUMBER OF FEATURES IN THE PLATFORM ARE AMAGING

**What do you dislike about Snowflake?**

COSTING AND NAVIGATION TO MULTIPLE TABS IS DIFFICULT

**What problems is Snowflake solving and how is that benefiting you?**

EASY DATA MANAGEMENT

  ### 23. Snowflake is the best interface out there

**Rating:** 5.0/5.0 stars

**Reviewed by:** Liz G. | Senior Data Analyst, Enterprise (> 1000 emp.)

**Reviewed Date:** June 23, 2022

**What do you like best about Snowflake?**

Built in geospatial functions in Snowflake, easy way to search the db, easy way to see parsed json in one click before querying, and all around intuitive to use.

**What do you dislike about Snowflake?**

I don't like if you are working and accidentaly swipe to the left it kicks you back to the login screen. Super annoying. Also, when i work in snowsight to share queries when I save it and try to share with someone else it's still blank.

Also stop trying to push snowsight on users. Snowsight has bugs (memory issues limits on big querys) and hidden stuff (uploading data), I just want a direct log in to the classic console.

**Recommendations to others considering Snowflake:**

Dig in and play around. Use the built in geospatial functions.

**What problems is Snowflake solving and how is that benefiting you?**

querying data for adhocs, build pipelines for visuals in Tableau or other products, and keep data organized, help with geospatial queries to identify lat/long within geometries

  ### 24. Summit ‘24

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Consulting | Mid-Market (51-1000 emp.)

**Reviewed Date:** June 05, 2024

**What do you like best about Snowflake?**

The many product announcements this year are very exciting and will build upon the already excellent foundations Snowflake has.

**What do you dislike about Snowflake?**

The WiFi for the hands-on labs was not up to grade. I attended 3 hands-on labs and for 2 of them it was unusable.

**What problems is Snowflake solving and how is that benefiting you?**

Delivering insights to our clients.

  ### 25. Snowflake

**Rating:** 4.0/5.0 stars

**Reviewed by:** Verified User in Information Technology and Services | Enterprise (> 1000 emp.)

**Reviewed Date:** June 03, 2024

**What do you like best about Snowflake?**

We use snowflake almost daily on my team. It's definitely my go to warehouse when deciding where to store and analyze data.

**What do you dislike about Snowflake?**

Sometimes the UI is difficult for non tech stakeholders to understand.

**What problems is Snowflake solving and how is that benefiting you?**

We use snowflake to store data and then compute aggregations and analyses we are interested in.

  ### 26. My first project experience with Snowflake

**Rating:** 4.0/5.0 stars

**Reviewed by:** Verified User in Computer Software | Small-Business (50 or fewer emp.)

**Reviewed Date:** April 08, 2024

**What do you like best about Snowflake?**

Snowflake unique SQL query syntex is the best feature. It is very easy to use unique SQL syntex with Regular SQL syntex.

**What do you dislike about Snowflake?**

i feel liilte more improvement needed in the ML part. Need to add more capabilities with snowpark for the users.

**What problems is Snowflake solving and how is that benefiting you?**

it's unique SQL syntex hep me to  optimise the complex query. Because of this save lot of time and cost price in the processing of data from data warehouse.

  ### 27. Very easy to integrate

**Rating:** 4.5/5.0 stars

**Reviewed by:** Verified User in Information Technology and Services | Enterprise (> 1000 emp.)

**Reviewed Date:** June 04, 2024

**What do you like best about Snowflake?**

How seamless it is to integrate and use for our customers and partners.

**What do you dislike about Snowflake?**

There are so many facets of the business that it is sometimes hard to keep up!

**What problems is Snowflake solving and how is that benefiting you?**

Helping organize our data for our SMB customers and helping us move up market.

  ### 28. Not very flexible at times

**Rating:** 3.0/5.0 stars

**Reviewed by:** Verified User in Consulting | Small-Business (50 or fewer emp.)

**Reviewed Date:** June 04, 2024

**What do you like best about Snowflake?**

I like how easy and straight forward it is for beginners

**What do you dislike about Snowflake?**

Wish I could do more inside of snowflake like GitHub prs and would be nice if I permissions would trickle down per schema or databases

**What problems is Snowflake solving and how is that benefiting you?**

One stop shop for all data

  ### 29. A great tool for data warehousing

**Rating:** 4.0/5.0 stars

**Reviewed by:** Verified User in Manufacturing | Enterprise (> 1000 emp.)

**Reviewed Date:** June 04, 2024

**What do you like best about Snowflake?**

Ease of use, everything in one place, great integration of other applications

**What do you dislike about Snowflake?**

I wish they would give better recommendations on my data and what we can unlock with snowflake

**What problems is Snowflake solving and how is that benefiting you?**

Movement of many parts of the "data wheel" into one collective organization

  ### 30. Easy infrastructure management

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Hospital & Health Care | Enterprise (> 1000 emp.)

**Reviewed Date:** June 03, 2024

**What do you like best about Snowflake?**

Eliminates whole classes of problems for infra teams trying to provision capacity without waste

**What do you dislike about Snowflake?**

Want more tools for getting data directly out of DBs and into SF

**What problems is Snowflake solving and how is that benefiting you?**

Unifying disparate data sources and running a big set of jobs without conflict fear

  ### 31. Snowflake is an amazing tool with great speeds, scalability, controls different groups and security.

**Rating:** 4.5/5.0 stars

**Reviewed by:** Qurratulain K. | Enterprise (> 1000 emp.)

**Reviewed Date:** May 21, 2023

**What do you like best about Snowflake?**

The speed at which Jira performs is exceptional and surpasses expectations. The pricing is similar to what one would usually pay for a SQL server license or a comparable tool. We have no maintenance responsibilities, and the execution speed for queries and data loading is impressive. Furthermore, Jira showcases remarkable proficiency in handling unstructured data such as JSON arrays or XML, demonstrating its exceptional capabilities.

**What do you dislike about Snowflake?**

I would like to propose adding a feature called materialized views, which can potentially improve the performance of specific operations. It would be advantageous to have the flexibility of incorporating multiple tables within these materialized views. Furthermore, including cursor functionality would facilitate bulk updates and the execution of more advanced queries. Additionally, a valuable enhancement would be the ability to create tables as required dynamically.

**What problems is Snowflake solving and how is that benefiting you?**

Snowflake demonstrates exceptional stability and simplicity during the setup process. I found it effortless to activate and establish a dependable Data Warehouse without requiring extensive cloud expertise for administration. The user interface for database administration is intuitive, allowing for efficient management. The dynamic Roles feature greatly assists in implementing robust data governance and compliance practices within the organization

  ### 32. Easy to use and navigate

**Rating:** 4.5/5.0 stars

**Reviewed by:** Verified User in Airlines/Aviation | Mid-Market (51-1000 emp.)

**Reviewed Date:** June 04, 2024

**What do you like best about Snowflake?**

The Documentation is the best I've ever seen. Always easy to find help for something I'm trying to do

**What do you dislike about Snowflake?**

Every so often I get downtime errors or something doesn't load in properly

**What problems is Snowflake solving and how is that benefiting you?**

Data mesh integration is super easy

  ### 33. Snowflake - User feedback from data science perspective

**Rating:** 4.5/5.0 stars

**Reviewed by:** Verified User in Electrical/Electronic Manufacturing | Enterprise (> 1000 emp.)

**Reviewed Date:** June 12, 2024

**What do you like best about Snowflake?**

Automatically suspension of warehouse saving cost,

Easy to use sql syntax

**What do you dislike about Snowflake?**

Can add more python compatibility and ML frameworks

**What problems is Snowflake solving and how is that benefiting you?**

Rèplacing traditiinoal sql servers with snowflake helps in solving memory issue when querying large data

  ### 34. Using Snowflake for our Data Lakes

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Insurance | Enterprise (> 1000 emp.)

**Reviewed Date:** June 03, 2024

**What do you like best about Snowflake?**

Ease of use, speed and flexibility.  Like compute is separate from data.

**What do you dislike about Snowflake?**

The cost can be high if users don't use the correct size warehouses.

**What problems is Snowflake solving and how is that benefiting you?**

We are using it to consolidate our data warehouses to single platform.

  ### 35. The modern data warehousing platform is here!

**Rating:** 4.5/5.0 stars

**Reviewed by:** Verified User in Computer Software | Mid-Market (51-1000 emp.)

**Reviewed Date:** January 12, 2024

**What do you like best about Snowflake?**

1. Ease of use and cloud only platform, so no installations required
2. Customer service and support
3. Increased connectivity with other 3rd party tools

**What do you dislike about Snowflake?**

Sometimesit is overwhelming for new users.

**What problems is Snowflake solving and how is that benefiting you?**

1. Helping me migrate and maintain data from on-prem/legacy databases without any hassle
2. Provides a number of features, lessening the use of extraneous tools
3. Extensive ML and AI integrated features, making it the reality of future

  ### 36. Data cloud with easy button

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Information Technology and Services | Mid-Market (51-1000 emp.)

**Reviewed Date:** June 04, 2024

**What do you like best about Snowflake?**

Ease of use Security Governance and data in one place

**What do you dislike about Snowflake?**

Ease of use Ease of use Security Governance and data in one place

**What problems is Snowflake solving and how is that benefiting you?**

Quick time to market. We reduced less productive cycles

  ### 37. Snowflake Just Works

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Banking | Enterprise (> 1000 emp.)

**Reviewed Date:** February 02, 2024

**What do you like best about Snowflake?**

Snowflake does a lot to remove the time consuming aspects of DB adminstration and management and streamlines a lot of its functionality eliminating developer overhead.

**What do you dislike about Snowflake?**

Cost management and querying metadata can quickly become cumbersome without soliod forethought and planning

**What problems is Snowflake solving and how is that benefiting you?**

Reducing silos and overhead from managing multiple SQL Servers. Creating a unified Data Warehouse.

  ### 38. Scalable Data Store

**Rating:** 3.5/5.0 stars

**Reviewed by:** Paul R. | Enterprise (> 1000 emp.)

**Reviewed Date:** February 02, 2024

**What do you like best about Snowflake?**

Scalability and their willingness to innovate as a company.

**What do you dislike about Snowflake?**

I'd like to have more options for automation and scheduling.  I also find that getting data into Snowflake tends to be challenging for new data sources.

**What problems is Snowflake solving and how is that benefiting you?**

Centralizing data and normalizing access.  It also allows us to scale our data processing quickly when needed.

  ### 39. Snowflake great for the cost

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Computer & Network Security | Mid-Market (51-1000 emp.)

**Reviewed Date:** March 08, 2024

**What do you like best about Snowflake?**

Customer Service Very helpful and responsive. Met them at a confrence and were smart informative people

**What do you dislike about Snowflake?**

Nothing so far, continuing our journey with them. Still early in our journey

**What problems is Snowflake solving and how is that benefiting you?**

We currently use both SQL Server, MySQL, and Snowflake at work, and we've decided to start transition over to Snowflake because the pros far outweigh the cons for us, and I've heard very similar feedback from other companies that have switched to Snowflake

  ### 40. Excellent project management platform!

**Rating:** 5.0/5.0 stars

**Reviewed by:** Akash N. | Enterprise (> 1000 emp.)

**Reviewed Date:** June 07, 2023

**What do you like best about Snowflake?**

Snowflake has the very user-friendly feature of maintaining track of data and tickets, and their progress can be 
tracked easily. The data loading and running of query languages like SQL is smooth and satisfies users.

**What do you dislike about Snowflake?**

A few times when there needs to be up-to-date chat among the users regarding the ongoing project, users need to wait for the client or others to comment,
 so there is a need for an interpersonal chat feature that can help the users to act immediately

**What problems is Snowflake solving and how is that benefiting you?**

Snowflake is a platform that provides excellent consistency as well as user-friendliness while setting up a process. to activate or load a data cloud or sources to 
the platform users do not need expertise on the same as the features are very easy to understand, which helps manage projects very efficiently.

  ### 41. Very Fast

**Rating:** 4.5/5.0 stars

**Reviewed by:** Verified User in Financial Services | Enterprise (> 1000 emp.)

**Reviewed Date:** June 05, 2024

**What do you like best about Snowflake?**

Great tool to build custom data lakes and explore your data

**What do you dislike about Snowflake?**

Price is a bit high for anything personal use

**What problems is Snowflake solving and how is that benefiting you?**

How to share data securely with customers

  ### 42. Good for SQL developer

**Rating:** 3.5/5.0 stars

**Reviewed by:** Verified User in Hospital & Health Care | Enterprise (> 1000 emp.)

**Reviewed Date:** February 28, 2024

**What do you like best about Snowflake?**

Most of SQL syntax is matching with Snowflake, processing is very fast. easy to handle.

**What do you dislike about Snowflake?**

its bit costly difficult to manage multiple warehouses

**What problems is Snowflake solving and how is that benefiting you?**

Snowflake can hold large volume of data and data i/o process is very fast.

  ### 43. End to end data warehousing solution to our needs

**Rating:** 4.5/5.0 stars

**Reviewed by:** Verified User in Translation and Localization | Enterprise (> 1000 emp.)

**Reviewed Date:** June 03, 2024

**What do you like best about Snowflake?**

Highly scalable compute with multi-faceted warehousing capabilities

**What do you dislike about Snowflake?**

Nothing as such, quite a well rounded solution

**What problems is Snowflake solving and how is that benefiting you?**

Value add solutions so that we can see value of our data

  ### 44. Lead Engineer

**Rating:** 5.0/5.0 stars

**Reviewed by:** Pragya P. | Senior Business Intelligence Developer, Mid-Market (51-1000 emp.)

**Reviewed Date:** December 19, 2023

**What do you like best about Snowflake?**

Easy to integrate with other tools, Cloud based, Multicluster warehouse, Stremlit,Snowflake Marketplace

**What do you dislike about Snowflake?**

Not cost effective and can not use Locally, need good infrastructure

**What problems is Snowflake solving and how is that benefiting you?**

Creating data model , Writing views for Reporting, Continuous data processing

  ### 45. Enabling access to valuable data driven insights

**Rating:** 4.5/5.0 stars

**Reviewed by:** Verified User in Research | Mid-Market (51-1000 emp.)

**Reviewed Date:** June 04, 2024

**What do you like best about Snowflake?**

Marketplace offering to access variety of valuable third party data

**What do you dislike about Snowflake?**

This is a difficult one for me to comment

**What problems is Snowflake solving and how is that benefiting you?**

Access to data marketplace and clean rooms

  ### 46. Snowflake conference

**Rating:** 3.5/5.0 stars

**Reviewed by:** Verified User in Logistics and Supply Chain | Enterprise (> 1000 emp.)

**Reviewed Date:** June 04, 2024

**What do you like best about Snowflake?**

New innovation and application. Meta lot of vendors with different ideas

**What do you dislike about Snowflake?**

Too many products to absorb. Also overlapping sessions.

**What problems is Snowflake solving and how is that benefiting you?**

Consolidate data from different platforms

  ### 47. Good SaaS datalake

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Computer Software | Mid-Market (51-1000 emp.)

**Reviewed Date:** June 04, 2024

**What do you like best about Snowflake?**

No tuning 
Data Integration
Data lake
Data warehouse
Data mart good

**What do you dislike about Snowflake?**

SaaS platform 
So financial not using solution

**What problems is Snowflake solving and how is that benefiting you?**

Data integration  and concurrency fast

  ### 48. Ease of use

**Rating:** 4.0/5.0 stars

**Reviewed by:** Verified User in Information Technology and Services | Enterprise (> 1000 emp.)

**Reviewed Date:** June 05, 2024

**What do you like best about Snowflake?**

It's easy to use
Fast
Secure
Multi-LLM support

**What do you dislike about Snowflake?**

Perhaps the cost for a large-scale enterprise

**What problems is Snowflake solving and how is that benefiting you?**

Data integration - customer 360

  ### 49. Data Heros Platform

**Rating:** 4.5/5.0 stars

**Reviewed by:** Dhanush N. | Data Scientist, Small-Business (50 or fewer emp.)

**Reviewed Date:** February 21, 2024

**What do you like best about Snowflake?**

Best Web UI, and connection drivers for all programming languange and feature of SNOWPARK

**What do you dislike about Snowflake?**

Snowflake ML  modules need much better documentation and simple integration

**What problems is Snowflake solving and how is that benefiting you?**

The Retail Transcation analysis, able to perform huge data analysis

  ### 50. The best DataWarehouse

**Rating:** 4.5/5.0 stars

**Reviewed by:** Saurabh G. | Unemployed, Small-Business (50 or fewer emp.)

**Reviewed Date:** January 14, 2024

**What do you like best about Snowflake?**

the integration is rellly easy and the sql querying supported by snowflake make it really great for analyzing data. I use it daily for identifying data insights.

**What do you dislike about Snowflake?**

i think the pricing can be thought as many of the new users are small scale IT companies.

**What problems is Snowflake solving and how is that benefiting you?**

Getting all the insights from the data


## Snowflake Discussions
  - [What&#39;s the best way to manage change data capture in Snowflake?](https://www.g2.com/discussions/what-s-the-best-way-to-manage-change-data-capture-in-snowflake) - 4 comments, 2 upvotes
  - [What is Snowflake used for?](https://www.g2.com/discussions/what-is-snowflake-used-for) - 2 comments, 1 upvote
  - [Why Python is best for career?](https://www.g2.com/discussions/why-python-is-best-for-career) - 1 comment, 1 upvote
  - [How do you optimize query performance in snowflake while analysing?](https://www.g2.com/discussions/how-do-you-optimize-query-performance-in-snowflake-while-analysing) - 1 comment, 1 upvote
  - [Snowflake - how to connect to Snowflake using NodeJS](https://www.g2.com/discussions/snowflake-how-to-connect-to-snowflake-using-nodejs) - 2 comments, 1 upvote

- [View Snowflake pricing details and edition comparison](https://www.g2.com/products/snowflake/reviews?open_modal_url=%2Fproducts%2Fsnowflake%2Fwishlists%3Fhost_path%3D%2Fproducts%2Fsnowflake%2Freviews%3Fpage%3D8%26open_modal_url%3D%2Fproducts%2Fsnowflake%2Fwishlists%3Fhost_path%3D%2Fproducts%2Fsnowflake%2Freviews%3Fpage%3D8%26open_modal_url%3D%2Fproducts%2Fsnowflake%2Fwishlists%3Fhost_path%3D%2Fproducts%2Fsnowflake%2Freviews%3Fpage%3D8%26open_modal_url%3D%2Fproducts%2Fsnowflake%2Fwishlists%3Fhost_path%3D%2Fproducts%2Fsnowflake%2Freviews%3Fopen_modal_url%3D%2Fproducts%2Fsnowflake%2Fwishlists%3Fhost_path%3D%2Fproducts%2Fsnowflake%2Freviews%3Fpage%3D3%26source%3Dsticky_header_pin%26page%3D8%26source%3Dpdp_avatar%26source%3Dpdp_avatar%26source%3Dpdp_avatar%26source%3Dpdp_avatar&page=6&section=pricing&secure%5Bexpires_at%5D=2026-08-09+20%3A48%3A00+-0500&secure%5Bsession_id%5D=3808a91b-d855-4ed0-b664-f3b2bc5e2b99&secure%5Btoken%5D=d4d73e51fb8389f50d0735b4107fcf650320855bb9d963006e840a4b49be421e&format=llm_user)
## Snowflake Integrations
  - [Adverity](https://www.g2.com/products/adverity/reviews)
  - [Agentforce Sales (formerly Salesforce Sales Cloud)](https://www.g2.com/products/agentforce-sales-formerly-salesforce-sales-cloud/reviews)
  - [Airtable](https://www.g2.com/products/airtable/reviews)
  - [Amazon EC2](https://www.g2.com/products/amazon-ec2/reviews)
  - [Amazon S3 Glacier](https://www.g2.com/products/amazon-s3-glacier/reviews)
  - [Apache Airflow](https://www.g2.com/products/apache-airflow/reviews)
  - [Apache Kafka](https://www.g2.com/products/apache-kafka/reviews)
  - [Applicant Tracking System](https://www.g2.com/products/info-tech-systems-integrators-applicant-tracking-system/reviews)
  - [Athena](https://www.g2.com/products/bennett-technologies-pvt-ltd-athena/reviews)
  - [Atlassian Atlas](https://www.g2.com/products/atlassian-atlas/reviews)
  - [Attentive](https://www.g2.com/products/attentive/reviews)
  - [AWS Glue](https://www.g2.com/products/aws-glue/reviews)
  - [AWS Lambda](https://www.g2.com/products/aws-lambda/reviews)
  - [Azure Databricks](https://www.g2.com/products/azure-databricks/reviews)
  - [Braze](https://www.g2.com/products/braze/reviews)
  - [Codex](https://www.g2.com/products/openai-codex/reviews)
  - [Collate](https://www.g2.com/products/collate-collate/reviews)
  - [Dataiku](https://www.g2.com/products/dataiku/reviews)
  - [dbt](https://www.g2.com/products/dbt/reviews)
  - [dbt + Looker](https://www.g2.com/products/dbt-looker/reviews)
  - [ETL tools](https://www.g2.com/products/etl-tools/reviews)
  - [Fivetran](https://www.g2.com/products/fivetran/reviews)
  - [ICEBERG](https://www.g2.com/products/iceberg/reviews)
  - [Informatica Cloud Data Integration](https://www.g2.com/products/informatica-cloud-data-integration/reviews)
  - [Informatica PowerCenter](https://www.g2.com/products/informatica-powercenter/reviews)
  - [Jotform](https://www.g2.com/products/jotform/reviews)
  - [Looker](https://www.g2.com/products/looker/reviews)
  - [Metabase](https://www.g2.com/products/metabase/reviews)
  - [Microsoft Excel](https://www.g2.com/products/microsoft-excel/reviews)
  - [Microsoft Power BI](https://www.g2.com/products/microsoft-microsoft-power-bi/reviews)
  - [Microsoft SQL Server](https://www.g2.com/products/microsoft-sql-server/reviews)
  - [Monte Carlo](https://www.g2.com/products/monte-carlo/reviews)
  - [MuleSoft Anypoint Platform](https://www.g2.com/products/mulesoft-anypoint-platform/reviews)
  - [n8n](https://www.g2.com/products/n8n/reviews)
  - [NextGen Healthcare EHR](https://www.g2.com/products/nextgen-healthcare-ehr/reviews)
  - [Okta](https://www.g2.com/products/okta/reviews)
  - [Omni Analytics](https://www.g2.com/products/omni-analytics-inc-omni-analytics/reviews)
  - [PostgreSQL](https://www.g2.com/products/postgresql/reviews)
  - [PowerBI Tiles Pro](https://www.g2.com/products/powerbi-tiles-pro/reviews)
  - [Python](https://www.g2.com/products/python/reviews)
  - [Qualtrics Market Research](https://www.g2.com/products/qualtrics-market-research/reviews)
  - [Shopify](https://www.g2.com/products/shopify/reviews)
  - [Sigma](https://www.g2.com/products/sigma-computing-sigma/reviews)
  - [Superset](https://www.g2.com/products/superset/reviews)
  - [Tableau](https://www.g2.com/products/tableau/reviews)
  - [Twilio Segment](https://www.g2.com/products/twilio-segment/reviews)
  - [Via.Delivery](https://www.g2.com/products/via-delivery/reviews)

## Snowflake Features
**Additional Functionality**
- Tagging
- Natural Language Processing
- Data Extraction
- Multi-Language
- Predictive Analytics
- Drag & Drop
- Speech Recognition
- Reporting/Analytics
- Data Storage Management
- Virtual Personal Assistant (VPA)
- AI Copilot
- Customer Segmentation
- Collaboration Tools
- Data Import/Export
- Generative AI
- For eCommerce
- Role-Based Permissions
- Customizable Branding
- Search/Filter
- Monitoring
- Document Management
- API
- Data Visualization
- Trend Analysis
- Machine Learning
- Access Controls/Permissions
- Alerts/Escalation
- Performance Metrics
- Real-Time Data
- Third-Party Integrations
- Mobile App
- Multiple Data Sources
- For Sales Teams/Organizations
- Sentiment Analysis
- Activity Dashboard
- Chatbot
- Workflow Automation

**Administration**
- Data Modelling
- Recommendations
- Workflow Management
- Dashboards and Visualizations
- Configurable Workflow
- Rules-Based Workflow

**Deployment**
- Language Flexibility
- Framework Flexibility
- Versioning
- Ease of Deployment
- Scalability

**System**
- Data Ingestion & Wrangling
- Real-Time Data

**Data Management**
- Data Integration
- Data Compression
- Data Quality
- Built-In Data Analytics
- In-Database Machine Learning
- Data Lake Analytics
- ETL - Extract Transfer Load
- Data Capture and Transfer
- Real-Time Analytics
- Reporting/Analytics

**Management**
- Data dictionary
- Data Replication
- Query Language
- Data Modeling
- Performance Analysis
- Data Synchronization
- Real-Time Data
- Data Storage Management

**Storage**
- Data Model
- Data Types

**Management**
- Business Glossary
- Data Discovery
- Data Profililng
- Reporting and Visualization
- Data Lineage
- Data Visualization

**Deployment**
- Language Flexibility
- Framework Flexibility
- Versioning
- Ease of Deployment
- Scalability

**Centralized computation**
- Centralized Computation

**Model Development**
- Language Support
- Drag and Drop
- Pre-Built Algorithms
- Model Training
- Database Support
- Multi-Language

**Database**
- Real-Time Data Collection
- Data Distribution
- Data Lake

**Data Transformation**
- Real-Time Analytics
- Data Querying
- Reporting/Analytics
- Predictive Analytics
- Visual Analytics

**Compliance**
- Sensitive Data Compliance
- Training and Guidelines
- Policy Enforcement
- Compliance Monitoring
- Real-Time Monitoring

**Management**
- Cataloging
- Monitoring
- Governing
- Model Registry

**Model Development**
- Feature Engineering

**Integration**
- AI/ ML Integration
- BI Tool Integration
- Data lake Integration

**Maintenance**
- Data Migration
- Backup and Recovery
- Multi-User Environment
- Automatic Backup
- Database Conversion

**Availability**
- Auto Sharding
- Auto Recovery
- Data Replication

**Security**
- Access Control
- Roles Management
- Compliance Management
- Deletion Management
- Access Controls/Permissions
- User Management
- Process Management
- Audit Management
- Metadata Management

**Operations**
- Metrics
- Infrastructure management
- Collaboration

**Localized computation**
- Localized computation

**Machine/Deep Learning Services**
- Computer Vision
- Natural Language Processing
- Natural Language Generation
- Artificial Neural Networks

**Integrations**
- Hadoop Integration
- Spark Integration

**Data Quality**
- Data Preparation
- Data Distribution
- Data Unification

**Machine/Deep Learning Services**
- Natural Language Understanding
- Deep Learning

**Deployment**
- On-Premise
- Cloud

**Security**
- Data Encryption
- User Access Control
- Mobile Access

**Performance**
- Integrated Cache

**Maintainence**
- Data Quality Management
- Policy Management
- Data Storage Management

**Management**
- Cataloging
- Monitoring
- Governing

**Additional Functionality**
- Workflow Management
- Third-Party Integrations
- Data Extraction
- Relational Database Management
- SSL Security
- API
- Data Connectors
- Search/Filter
- Reporting & Statistics
- Customizable Templates
- AI Copilot
- Full Text Search
- Data Virtualization
- Data Import/Export
- Generative AI
- Drag & Drop
- Customizable Fields
- Authentication
- Data Visualization
- Secure Data Storage
- Activity Dashboard
- Data Mapping
- Multiple Programming Languages Supported
- Data Capture and Transfer
- User Management
- NOSQL Database Management
- Access Controls/Permissions
- Calendar Management
- Real-Time Monitoring
- Document Storage
- Audit Management
- Charting

**Deployment**
- Managed Service
- Application
- Scalability

**Platform**
- Machine Scaling
- Data Preparation
- Spark Integration

**Connectivity**
- Hadoop Integration
- Spark Integration
- Multi-Source Analysis
- Data Lake
- Real-Time Data
- Data Capture and Transfer
- Trend Analysis
- What-if Analysis
- Statistical Analysis
- Data Blending
- Ad hoc Analysis
- Third-Party Integrations

**Performance **
- Scalability

**Security**
- Role-Based Authorization
- Authentication
- Audit Logs
- Encryption

**Generative AI**
- AI Text Generation
- AI Text Summarization

**Generative AI**
- AI Text Generation
- AI Text Summarization
- Generative AI

**Additional Functionality**
- Customizable Reports
- Collaboration Tools
- Data Extraction
- Semantic Search
- Data Storage Management
- Ad hoc Reporting
- Reporting/Analytics
- Predictive Analytics
- Activity Dashboard
- Access Controls/Permissions
- Visual Analytics
- Data Mapping
- Data Synchronization
- Statistical Analysis
- Categorization/Grouping
- Trend Analysis
- Data Profiling
- Linked Data Management
- Data Visualization
- API
- Multiple Data Sources
- Sentiment Analysis
- Search/Filter
- Data Import/Export
- Data Capture and Transfer
- AI Copilot
- Monitoring
- Data Connectors
- Ad hoc Analysis
- Text Mining
- Reporting & Statistics
- Predictive Modeling
- Real-Time Analytics
- Configurable Workflow
- Tagging
- Endpoint Management
- No-Code
- Data Preparation
- Auditing
- Big Data Analytics
- ML Algorithm Library
- Data Management
- Activity Tracking
- Data Security
- Workflow Management

**Processing**
- Cloud Processing
- Workload Processing

**Operations**
- Data Visualization
- Data Workflow
- Governed Discovery
- Embedded Analytics
- Notebooks
- Data Discovery

**Security**
- Data Governance
- Data Security

**Support**
- Multi-Model
- Operating Systems

**Generative AI**
- AI Text Generation
- AI Text Summarization
- AI Text-to-Image
- Generative AI

**Agentic AI - Data Governance**
- Autonomous Task Execution
- Multi-step Planning
- Cross-system Integration
- Adaptive Learning
- Natural Language Interaction
- Decision Making
- Third-Party Integrations
- Active Directory Integration

**Additional Functionality**
- AI Copilot
- Reporting & Statistics
- Data Migration
- Archiving & Retention
- Data Capture and Transfer
- Audit Trail
- Data Synchronization
- Single Sign On
- Customizable Reports
- Data Profiling
- Authentication
- Role-Based Permissions
- Tagging
- Secure Data Storage
- Data Security
- HIPAA Compliant
- SSL Security
- Risk Assessment
- Data Mapping
- Search/Filter
- Self Service Portal
- Multiple Data Sources
- Document Storage
- API
- Activity Tracking
- Automatic Backup
- Visual Analytics

**Additional Functionality**
- Data Warehousing
- Drag & Drop
- Activity Dashboard
- Data Connectors
- Ad hoc Reporting
- Customizable Reports
- Alerts/Escalation
- Templates
- Forecasting
- Data Migration
- Data Transformation
- Access Controls/Permissions
- API
- Data Cleansing
- Data Synchronization
- AI Copilot
- Dashboard Creation
- Data Extraction
- Data Security
- SSL Security
- Collaboration Tools
- No-Code
- High Volume Processing
- Database Support
- Search/Filter
- Generative AI

**Generative AI**
- AI Text Generation
- AI Text Summarization
- Generative AI

**Agentic AI - Data Science and Machine Learning Platforms**
- Autonomous Task Execution
- Multi-step Planning
- Cross-system Integration
- Adaptive Learning
- Natural Language Interaction
- Proactive Assistance
- Decision Making
- Third-Party Integrations

**Additional Functionality**
- Parallel Processing
- Ad hoc Analysis
- Multiple Data Sources
- API
- In-Database Processing
- Monitoring
- Real-Time Reporting
- Data Synchronization
- Real-Time Monitoring
- Data Connectors
- Performance Metrics
- Ad hoc Reporting
- Alerts/Notifications
- Access Controls/Permissions
- Drag & Drop
- Data Visualization
- Data Import/Export
- Match & Merge
- Data Transformation
- Secure Data Storage
- Data Extraction
- AI Copilot
- Customizable Reports
- Activity Dashboard
- Data Migration
- In-Memory Processing
- Data Mapping

**Building Reports**
- Data Transformation
- Data Modeling
- WYSIWYG Report Design
- Integration APIs
- Real-Time Data
- Real-Time Data
- Third-Party Integrations
- Third-Party Integrations

**Platform**
- Mobile User Support
- Customization 
- User, Role, and Access Management
- Internationalization
- Sandbox / Test Environments
- Performance and Reliability
- Breadth of Partner Applications
- Mobile Access
- Metadata Management

## Top Snowflake Alternatives
  - [Cloudera](https://www.g2.com/products/cloudera/reviews) - 4.1/5.0 (131 reviews)
  - [Databricks](https://www.g2.com/products/databricks/reviews) - 4.6/5.0 (1,334 reviews)
  - [Google Cloud BigQuery](https://www.g2.com/products/google-cloud-bigquery/reviews) - 4.5/5.0 (1,145 reviews)

