---
title: Snowflake Reviews
meta_title: 'Snowflake Reviews 2026: Details, Pricing, & Features | G2'
meta_description: Filter 756 reviews by the users' company size, role or industry
  to find out how Snowflake works for a business like yours.
aggregate_rating:
  rating_value: 4.5
  review_count: 756
  scale: '5'
date_modified: '2026-07-18'
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:** 4.5/5.0  
**Total Reviews:** 756
## 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. Guided use, simplicity and easy to keep on track with your projects

**Rating:** 5.0/5.0 stars

**Reviewed by:** Salvador R. | Mid-Market (51-1000 emp.)

**Reviewed Date:** April 27, 2023

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

The databases are easily organized. You can search them on your own. The features allow you to keep an easy track of your projects and because of that you´re able to recicle code and separate your queries according to the project.

**What do you dislike about Snowflake?**

Sometimes when the query fails you are not told very specifically where the error is being generated. A FAQ section should be included or a section with tips to get started with SF

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

Working with relational databases without having to dowload them and work on them in R or Python. Thanks to snowflake I´m able to get just the data I need. It simplifies my job because some of the communications I send extract the most recent data from SF instead of hurrying to upload data.

  ### 2. Great, Scalable Product with a Support Gap

**Rating:** 5.0/5.0 stars

**Reviewed by:** Madhusudan S. | Wordpress Developer, Mid-Market (51-1000 emp.)

**Reviewed Date:** March 10, 2023

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

Using Snowflake has been a great experience; I appreciate how easy it is to view, analyse, and produce reports that are helpful for the organization's business decision-making. Its cloud-based nature, which eliminates the need to install software and does not affect how quickly our PCs work at all during analysis, is another feature I enjoy.

**What do you dislike about Snowflake?**

The data that needs to be imported must be structured or semi-structured; as of right now, it does not support loading unstructured data, which may be a hassle for some since it affects the price.

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

It is the only database program with a user profile that can be customized to the user's unique needs for data synchronization and general data generation. Depending on how things are saved, it can even automatically generate an advantage or disadvantage. We could create a complete image of each user by connecting the system code to a customer feedback loop.

  ### 3. Lead Data Analyst

**Rating:** 5.0/5.0 stars

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

**Reviewed Date:** March 05, 2024

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

Great flexibility in scaling compute resources up and down.  Real easy administrative tasks like managing users, DB's, schemas, roles, etc.

**What do you dislike about Snowflake?**

It would be great to have more capabilities when exporting data, such as specifying file counts.

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

Creating a Cloud DW that brings different business units together.

  ### 4. Great Platform But With Limited Data Lake Support

**Rating:** 5.0/5.0 stars

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

**Reviewed Date:** June 20, 2023

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

1. The data is divided into smaller micro-partitions making the queries on the dataset super fast.
2. Awesome access control capabilities.
3. Getting support for Data Lake

**What do you dislike about Snowflake?**

1. Initial stages of data lake implementation and hence behind competitors.
2. Frequent formatting issues on the browser.
3. Too costly and therefore not suitable for low-scale business.

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

The biggest problem that Snowflake is solving is making queries run super fast no matter what size of the table queried upon, thanks to its micro partitions. The ability to do time travel and restore lost data is a boon for real.

  ### 5. Snowflake and it's integration with other tools like Clari, Salesforce & Tableau

**Rating:** 4.0/5.0 stars

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

**Reviewed Date:** March 01, 2023

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

Snowflake is a DB , where I can have all the relevant data in the form of tables at one place, and it not only allows me to write SQL in an efficient way to analyze data, but it has additional features like - intelligent suggestion, saving queries as worksheets, which I like the most. On top of that it's easy to integrate tools like salesforce, tableau and clari with it.

**What do you dislike about Snowflake?**

Though it's one of the best RDBMS out there, but it doesn't allow to have code blocks in single worksheet, and hence if I'm having 2 or more SQL statements in same worksheet, and I've to run one of them, I have to select whole query and press run, if we would have option to have code blocks, it would be more easier.

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

Snowflake is one stop solution to store and analyze the data. If one is good with SQL, then snowflake allows us to get deep insights for sales and marketing performance of the organization.

  ### 6. Great platform for data lake house

**Rating:** 4.5/5.0 stars

**Reviewed by:** Alfredo M. | Senior Business Analyst, Mid-Market (51-1000 emp.)

**Reviewed Date:** September 07, 2023

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

With a connection to fivetrsn we are able to connect independent data sets to more effectively create reports.

**What do you dislike about Snowflake?**

There was a recent change in web ui and i haven't had time to explore. I wish there was a walkthrough that noted the added features.

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

Integrated data systems to appropriately associate spend and revenue data sets.

  ### 7. Snowflake review

**Rating:** 4.5/5.0 stars

**Reviewed by:** UDDAGIRI S. | Assistant System Engineering, Enterprise (> 1000 emp.)

**Reviewed Date:** November 10, 2023

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

I help me to store the data in the form of tables and do big data analytics

**What do you dislike about Snowflake?**

Some connectors need to be required to use it in etl tools like aws glue

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

It help me to store large amountbof data in the form of structured tables and help me to load to aws using aws glue easily

  ### 8. Snowflake

**Rating:** 4.0/5.0 stars

**Reviewed by:** ABHISHEK A. | Data Engineer , Enterprise (> 1000 emp.)

**Reviewed Date:** October 30, 2023

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

In Which we got all stuffs at one place to work from End to End things Data and Analytics.

**What do you dislike about Snowflake?**

Contains various tabes to tabes which sometimes makes me in confusion

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

To get the Data at one place and solve problems of doing Dashboarding, Analytics and now a days Machine Learning Capabilities as well in it.

  ### 9. Snowflake Makes It Easy

**Rating:** 5.0/5.0 stars

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

**Reviewed Date:** February 06, 2024

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

Data sharing within our organization is simplified with Snowflake. It's fast and it has everything we need to make our jobs easier.

**What do you dislike about Snowflake?**

It's expensive but when you need an enterprise solution, you pay an enterprise price.

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

Getting all our data in one location

  ### 10. Snowflake Review

**Rating:** 4.5/5.0 stars

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

**Reviewed Date:** October 02, 2023

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

Snowflake is a cloud platfrom for managing data and use it to derive business insights. Some best features of snowflake are fast process, column storage approach, excellent data handling.

**What do you dislike about Snowflake?**

There should be more features while building visualizations.

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

Snowflake is providing best data handling, query processing, fast computing in business solutions and it happens to be best tool for data analytics.

  ### 11. nice tool for querying large data, good integration with 3rd parry tools

**Rating:** 4.0/5.0 stars

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

**Reviewed Date:** November 14, 2023

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

Nice place to gather and query org data in effient way

**What do you dislike about Snowflake?**

very basic dashboards, basic workspace environment for writing queries and debugging complex queries

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

conclidating large amount of data from org IT systems and production

  ### 12. Snowflake: Data Analyst

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Health, Wellness and Fitness | Mid-Market (51-1000 emp.)

**Reviewed Date:** October 23, 2023

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

The UI is one of my favorites. It is clean and usability is easy. For someone who uses it everyday, I have very few frustrations with it.

**What do you dislike about Snowflake?**

I wish there was an option to just left click a table and explore the data. Right now you can only input the table name into table.

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

It incorporates the large datasets we have from various sources, and allows us to consolidates the data to provide key reports off of and make business decisions.

  ### 13. Great cloud-based data warehouse to store data and integrate with Analytics tools.

**Rating:** 5.0/5.0 stars

**Reviewed by:** Ashutosh V. | Assoc. Data Science Analyst, Enterprise (> 1000 emp.)

**Reviewed Date:** April 12, 2023

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

The best thing I like about it is its compatibility with standard SQL making it very easy to work with data for data analysis and data operation. I also like its scalability and ability to customize.

**What do you dislike about Snowflake?**

Although Snowflake is a great tool and serves its purpose in the best possible way but going through multiple data frames and databases exploration can get a little tricky.

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

Snowflake is really helpful in bringing largescale data together in a Data Warehouse. It helps manage this large amount of data. It also helps integrate this data with various data analysis and processing tools.

  ### 14. Best Data Warehouse Tool

**Rating:** 4.0/5.0 stars

**Reviewed by:** Rohit M. | Project Manager, Enterprise (> 1000 emp.)

**Reviewed Date:** March 10, 2023

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

Snowflake's engineering depends on a cloud-based information distribution center that isolates processing assets from capacity. This considers versatility and flexibility, permitting clients to add or eliminate assets on a case-by-case basis to meet changing information needs. Moreover, Snowflake has inherent help for different information arrangements and information types, including organized and semi-organized information.

**What do you dislike about Snowflake?**

There are couple of things I could do without about the snowflake is it's doesn't uphold unstructured information stacking it's just help the design and semi structure information. Furthermore, other one is it's just help the mass stacking records so it's hard for a little size documents stacking or including exactly couple of segments it.

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

One of the vital highlights of Snowflake is its capacity to deal with huge volumes of information while keeping up with quick execution. This is accomplished through its protected multi-cluster shared data architecture design, which considers equal handling of inquiries across numerous groups. Snowflake likewise offers worked in security highlights, including encryption and access control, to safeguard delicate information.

  ### 15. Snowflake is a robust data lake/warehousing solution

**Rating:** 4.5/5.0 stars

**Reviewed by:** Kenneth L. | Director of Marketing Operations, Legal Services, Enterprise (> 1000 emp.)

**Reviewed Date:** March 07, 2023

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

I stepped into a role where I was not informed I needed to use a database/warehouse. I spent 7+ years writing SQL for Teradata data warehouses so I wasn't new, but suddenly I had to code in a new platform.

I found that the editor remembered my code I had last run, the error messages were helpful, the line-numbering structure was effective. I could quickly edit pre-written SQL pieces, debug them and correct them without any trainings or "Snowflake specific" guidance

**What do you dislike about Snowflake?**

Snowflake is easily reached via a browser, but that ease can be deceptive. DBA's can lock out sections of the database from users (Which is good) but then individuals jumping on can believe that the data doesn't exist, almost to a militant level. Something about the ease of access makes them feel like they know everything about the database.

It's not a terrible negative, but having to explain over and over that "there is more, but you don't have access" was a difficult challenge.

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

We, as a company, built silos into the very structure of the business. So many MySql instances "running on someone's hard drive". We bought companies as a way to increase our market share and they came with their own data warehousing solutions. 

Snowflake became THE repository for all the data. Getting a new company's data in was quick, easy and made it reachable for everyone. It helped to break down silos.

  ### 16. Your Getaway Cloud '9' !

**Rating:** 5.0/5.0 stars

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

**Reviewed Date:** August 10, 2023

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

The ever availability of core system processes. Ligtening fast query executions. Support from dedicated Snowflake Engineering team around the globe and 24/7 mode.

**What do you dislike about Snowflake?**

The latency in set-up. The access heirarchy and time taken to go-live with the provided access credentials. Seldom system outages that are faced with unstable network.

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

Snowflake is our back-bone of reporting. Snowflake facilitates the tableu reporting for our organization. The live data feeds translated to Snowflake level queries.

  ### 17. Snowflake Review

**Rating:** 4.5/5.0 stars

**Reviewed by:** Lawton W. | Analytics Consultant, Small-Business (50 or fewer emp.)

**Reviewed Date:** March 21, 2023

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

Snowflake has a very intuitive interface and many useful features, such as the SQL that users can run on it. The statistics for the tables used is incredibly useful. The UI looks great and the organization between Database, Schema, and Table is great as well.

**What do you dislike about Snowflake?**

It was difficult to add data to an empty table by uploading a csv. Sometimes it can is not easy to switch to another region due to the auto-login. Additionally, the folder organization for worksheets would have been a bit better for my use cases if it functioned more like a file explorer than most recently used and pure folders.

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

Snowflake is a cloud data warehouse that allows us to keep client data for operational reporting. Snowflake works well with our ETL tool and our BI tools. It is straightforward to use across our organization.

  ### 18. easy to parse unstructured data

**Rating:** 3.5/5.0 stars

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

**Reviewed Date:** January 03, 2024

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

can parse unstrctred and strctured data very easily.

**What do you dislike about Snowflake?**

to much security and permission we can created and assign to user.

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

storing legacy data and normalizing json to which is used for reporting purpose.

  ### 19. Best tool for anyone using SWL

**Rating:** 5.0/5.0 stars

**Reviewed by:** Joey M. | Mid-Market (51-1000 emp.)

**Reviewed Date:** March 10, 2023

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

By far the best SQL tool out there. The interface is so incredibly smooth and simple not too much stuff crowding your view like other SQL clients typically have. Does this all while maintaining better features like the ability to look back at historical data using time travel or other big data manipulation functions for flattening or expanding data.

**What do you dislike about Snowflake?**

Would be cool to have a desktop application rather than being solely web based. Nothing wrong with the web app at all but I suppose just more of a personal preference.

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

As an analytics manager this has a rich set of features and functions that helps my team work much more efficiently. Fewer data joins and CTEs to do stuff since snowflake already has functions for it. The ability to filter and segment your query results is also amazingly helpful for QA.

  ### 20. Snowflake rocks

**Rating:** 5.0/5.0 stars

**Reviewed by:** Jenna M. | Merchant Experience Partner, Mid-Market (51-1000 emp.)

**Reviewed Date:** February 28, 2023

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

It pulls information that is not always available in other systems like Mode/Sigma and Tableau. I trust the data from Snowflake more than most, and I like to use it because I know that the information is what I need.

**What do you dislike about Snowflake?**

Getting the data you are trying to research can take an incredibly long time. I have often given up after 20 minutes of waiting for data to pull and moved on to another system because I don't have all the time in the world.

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

Snowflake helps us get information about our merchants, including the stores they are tied to and the transaction history in a given time frame.

  ### 21. Overall a good Database management tool

**Rating:** 4.5/5.0 stars

**Reviewed by:** Abhishek S. | Solutions Architect, Mid-Market (51-1000 emp.)

**Reviewed Date:** June 26, 2023

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

Snowflake is an easy to use tool which has good UI, it is a cloud based tool so you don't have to worry about the infrastructure, installation and all those things. If you are familiar with other cloud platform then it will be easy to use for you.

**What do you dislike about Snowflake?**

Nothing as such but viewing a dataset metadata is challenging.
I would like to see inbuilt CI/CD capabilities.

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

We have been using it for data warehousing, where we are handling huge amount of data and doing some data cleansing.

  ### 22. Amazing Easy to Scale Product Lacking In Support

**Rating:** 3.0/5.0 stars

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

**Reviewed Date:** February 03, 2023

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

For anyone that has used other tools like Redshift, it is a joy to think more about scaling workloads through different warehouses than by knowing the complete inner workings of Indexing & Sharding.  

Their Data Exchange and Marketplace is top notch as well, giving both easy access to data but also a great ability to share data with others.

User access and management was quite nice with easy SSO setup.

**What do you dislike about Snowflake?**

My main disappointment was with their support. We had an issue as soon as we signed a contract and it was about billing which seemed to be pushed off with no urgency and still not completed.  Something like this I would have expected to be resolved within days has taken months.

The interface is a little clunky and I know there is a new Snowsight interface but to be honest it isn't even as good as the clunky older interface in my opinion.

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

Centralizing data within the organization by making use of warehousing.

Building data products and syndicating them within the marketplace.

Importing 3rd party data assets into our systems.

  ### 23. Superb tool

**Rating:** 5.0/5.0 stars

**Reviewed by:** Ishant T. | Mid-Market (51-1000 emp.)

**Reviewed Date:** June 08, 2023

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

Limitless Power to Tame the Data Storm
The Flexibility that Adapts to Your Ever-Changing Needs
A User-Friendly Journey to Data Exploration
Architecture
Unshakable Security for the data

Overall, my experience with Snowflake is pretty good

**What do you dislike about Snowflake?**

It is a bit costly
Integration with a legacy system is sometimes challenging
It sometimes takes time to query complex queries or unoptimised queries
Dependence on internet

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

For us we dump all the data into snowflake then we run complex queries on Snowflake and create Tableau dashboards on top of it to visualise the data and for better business understanding

  ### 24. Fast and reliable data warehouse

**Rating:** 4.0/5.0 stars

**Reviewed by:** Amit C. | Data Engineer, Enterprise (> 1000 emp.)

**Reviewed Date:** May 13, 2023

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

- etl job are much faster than other services
- UI is simple 
- first time user can also navigate easily
- easy  to navigate
- multiple option to run jobs according to load.

**What do you dislike about Snowflake?**

- code maintanence features is not there.
- only support data from cloud location
- tables are managed by snowflake cant be managed by users
- support only 3 cloud currently
- snowflake dont support sub query in a query or in a function

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

Its helping to manage data load and data warehousing as its faster and data is quickly available which can then can easily used by business to create visuals/ reoprts

  ### 25. Snowflakes is a unique tool for analyzing large data sets

**Rating:** 5.0/5.0 stars

**Reviewed by:** Catherine C. | Senior Account Manager, Marketing and Advertising, Enterprise (> 1000 emp.)

**Reviewed Date:** February 08, 2023

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

The experience using Snowflake has been excellent; I love its ability to store large amounts of data and make it easy to visualize, analyze and generate reports useful for the organization's business decision-making. I also like that it is cloud-based, so there is no need to install programs to use it, and it does not interfere at all with the performance of our computers; its performance during analysis is high-speed. I love that it integrates useful features for safeguarding stored data, such as SecuredEncryption and Data Masking, and it also integrates many updated SQL functions. It is a fantastic tool.

**What do you dislike about Snowflake?**

The data to be loaded must be structured or semi-structured; for now, it does not support the loading of unstructured data and might be inconvenient for some as it somehow influences its cost.

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

We have been using it to store large data sets, and it has had unparalleled performance, works better than many other tools, and has no data load limit. The analytical capability is highly effective and incredibly fast, allowing us to act quickly and make effective business decisions. The reporting tool is perfect; it will enable us to represent data comfortably and efficiently.

  ### 26. Amazing Experience with Snowflake services .

**Rating:** 4.5/5.0 stars

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

**Reviewed Date:** March 25, 2023

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

The best thing about Snowflake is it's architecture , which provide flexibility like big data . Users can scale up or down as needed and pay for only the resources they use. Storage is billed by terabytes stored per month, and computation is billed on a per-second basis. Snowflake also has the capability to run JSON queries more efficiently.

**What do you dislike about Snowflake?**

Snowflake support semi-structured and structured data. unstructured data support is not there currently. Snowflake is infinitely scalable , so I thing it should limit sometime , otherwise it lead to heavy bills .

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

It Solved my data warehousing problem and performing analysis in that data . Also here I can Scale Snowflake service infinitly due to this our unit performance is also increased and so in profit .

  ### 27. Best on cloud datawarehouse with multiple benefits

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Airlines/Aviation | Enterprise (> 1000 emp.)

**Reviewed Date:** December 20, 2023

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

Encrypted data storage and compute capability with time travel.

**What do you dislike about Snowflake?**

Newer version of UI is little bit difficult with previous version.

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

On cloud datawarehouse with fast computation results.

  ### 28. A great data warehouse

**Rating:** 4.5/5.0 stars

**Reviewed by:** Henry C. | Mid-Market (51-1000 emp.)

**Reviewed Date:** February 24, 2023

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

- It has granular permissions  to allow specific users to access their specific data
- It has a complete API to  access data using code.
- It has a cool UI, handy and easy to use.

**What do you dislike about Snowflake?**

- Lack of support for unstructured data. Snowflake only supports structured and semi-structured data.
- So far, I havent noticed the lack of another features for my daily use.

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

We needed a tool to process our data in near real-time and be able to analyze data and create insights.
Snowflake has allowed us to construct nice dashboards with our data.

  ### 29. One stop solution to view, analyze and generate reports

**Rating:** 4.5/5.0 stars

**Reviewed by:** Sukh K. | Lead Organic Marketing, Marketing and Advertising, Small-Business (50 or fewer emp.)

**Reviewed Date:** March 15, 2023

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

Helpful to get deep insights and simplicity of making a pipeline from various data sources, which helped us create a quicker business market decision for growth. The ability to work on multiple queries is impressive and it has control over the sharing and access capabilities.

**What do you dislike about Snowflake?**

UI can be improved in terms of data visualization and catalog. Moreover, issue in importing and loading the bulk data

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

Overall works well with structured data; managing and storing it is straightforward & fast. It allows us to run complex queries and deliver great insights with valuable data used for marketing. Even having limitations on sharing and accessing data proves security as a trusted platform. The ability to connect with different data sources or integration with tools is smooth.

  ### 30. Snowflake : Storage Epitome

**Rating:** 5.0/5.0 stars

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

**Reviewed Date:** July 28, 2023

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

Snowflake with it's wide acceptance and snowpipes for different cloud platforms like AWS, GCP makes it a great to tool to implemenet single datalakes for processing

**What do you dislike about Snowflake?**

Snowflake implementation can be really complex and difficult to follow even with the documentations.

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

It is serving as data lake for all my security tools!

  ### 31. Robust Cloud Platform for Every Need

**Rating:** 5.0/5.0 stars

**Reviewed by:** Yogesh T. | Senior Applied Data Scientist, Enterprise (> 1000 emp.)

**Reviewed Date:** March 14, 2023

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

Snowflake is a robust and reliable platform for any company, small or large. Since data is stored in one system, integrating and automating pipelines becomes very easy. It is very user-friendly; as an analyst, we can quickly harness the data to find insights and make reports.

**What do you dislike about Snowflake?**

It becomes hard to troubleshoot errors, and there are not many resources available on the internet for Snowflake. Documentation also sometimes feels outdated for fixing errors.

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

Snowflake is mainly used for making all our data available in the central repository for all the departments in our organization to access and see a single source of truth. Apart from that, it is very easy to process big data with it's compute power.

  ### 32. Best Thing For Data On Cloud Era

**Rating:** 5.0/5.0 stars

**Reviewed by:** Bhushan S. | Cloud Data Engineering Specialist, Enterprise (> 1000 emp.)

**Reviewed Date:** May 19, 2023

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

its computing speed, timely updates, documentation everything is fantastic. Its unique architecture help us to vanish disadvantages of tradition database tools.

**What do you dislike about Snowflake?**

I think snowflake is costly if you can't use it properly. So some open guidelines should be provided. The snowflake cost calculator should provide so that customers can take a decision accordingly

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

On prem sql server taking 3-4 hour to complete job but same implementation in snowflake takes only 6-8 mins. We don't need to keep DBA team as snowflake is SAAS.

  ### 33. Snowflake Cloud Data warehouse ,Delta lake with cloud agnostic in nature.

**Rating:** 5.0/5.0 stars

**Reviewed by:** Sachin M. | Senior Consultant, Small-Business (50 or fewer emp.)

**Reviewed Date:** October 11, 2022

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

No need to setup the infrastructure, With just 3-4 clicks, you get the account in your Cloud and get $400 credit for next 60 days. This enables all the functionality and we play with any functionality on this trial version.
Native support for loading semistructured data
Data is automatically encrypted at rest and in transit
Automatic partitioning and Clustering and compression
Automatic versioning, Time Travel, and Fail-Safe
Provides Cross Cloud replication

**What do you dislike about Snowflake?**

Snowflake is still in the very early phase of supporting the Delta table functionality. Moreover in Replication, we are supposed to replicate one Database at a time, But what if we have multiple databases in Account we need to replicate each and every Database manually. Account level replication should be there. Also Snowpipe is there but near real-time , waiting for snow pipe streaming.

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

Working closely with Business stakeholders and drawing from our strong Expertise in Snowflake, we defined our focus, determined the data migration strategy and advised Snowflake as Cloud Warehouse because of the following benefits:
Scalable Storage layer: Store data such as Amazon S3 bucket. This ensures data scaling, and availability without any management by customers.
Automated Zero Administration: Snowflake supports Auto-Scaling, Auto-Suspend, Sharing, query management, optimization, security automatically.
Lower Cost: Snowflake works on Pay Per Use model. Pricing depends on the amount of data stored and the compute hours used.
High availability: Replicating the data across three availability zones in the event of node failures.
Query resiliency: If a single compute instance fails within a virtual warehouse, Snowflake automatically replaces that instance and completes the query without disruption

  ### 34. Easy to use and helpful tool

**Rating:** 4.5/5.0 stars

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

**Reviewed Date:** August 28, 2023

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

Its structure and easy to use functions  .

**What do you dislike about Snowflake?**

Snowflake is really a helpful tool i didn't disliked anything about snowflake

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

Its helping me in collecting fruitful data.

  ### 35. Flexible and scalable Cloud Data Warehouse

**Rating:** 4.5/5.0 stars

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

**Reviewed Date:** March 28, 2023

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

Simple to use UI that is constantly improving. Snowflake provides a scalable platform for our team to continue building our Data Lake and enrich it with data from external database shares & marketplace data

**What do you dislike about Snowflake?**

I have no complaints about the platform itself. However, one area I wish was more flexible was around annual billing. If you do not renew at or above the previous year's credits, you lose the ability to rollover any used credits

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

Snowflake allows us to aggregate data across various source systems into a central repository, join disparate datasets together and ultimately build reports in PowerBI for our stakeholders

  ### 36. Cloud based database to build data warehouse !

**Rating:** 4.0/5.0 stars

**Reviewed by:** Gayathri E. | Consultant, Enterprise (> 1000 emp.)

**Reviewed Date:** February 03, 2023

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

Robust and scalable engine, Easy database maintenance, data cache helps to run the reports on top of snowflake objects, built-in function for easy data transformations.

**What do you dislike about Snowflake?**

Snow-pipe integration some time doesn't work based on the even trigger; The task functionality can be improved by having a dedicated UI on the snowflake page; this help to visualise the scheduling better.

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

We needed a scalable RDMS solution to build the data warehouse and data lake for the business need. The snowflake DB minimised the most of the work like db sizing,  maintenance, etc.

  ### 37. Powerful tool to analyze the data

**Rating:** 4.5/5.0 stars

**Reviewed by:** Sunny J. | Lead Cloud Security Architect, Enterprise (> 1000 emp.)

**Reviewed Date:** March 02, 2023

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

Integration with lacework allows me to consume lacework data in a better way. Better than lacework CLI and Lacework LQL

**What do you dislike about Snowflake?**

No option to analyse an object or entity. Entity is a json object and the way it is displayed in the output is not helpful

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

With a ton of data flowing in, we plan to integrate Hunters with snowflake to derive threat intelligence. Snowflake is that one place where all the data is collected.

  ### 38. Formalized management through data analysis and component grouping

**Rating:** 5.0/5.0 stars

**Reviewed by:** Hayden J. | Business Development Specialist, Information Technology and Services, Enterprise (> 1000 emp.)

**Reviewed Date:** December 05, 2022

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

It is the only database program large enough to show respectable performance; moreover, its user profile can be adjusted to suit the user's specific requirements for data synchronization and general data generation and can even automatically generate an advantage or disadvantage depending on how things are stored. We could build a complete picture of each user by tying the system code to a customer feedback loop.

**What do you dislike about Snowflake?**

Honestly, I think it's costly; I understand that data is necessary for innovative research, but the cost is sky-high.

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

We can perform searches going back several years to maintain a secure database with impeccable channels or filters. The data and information contained in Snowflake as a whole are crucial. This is excellent software that I can use in my business. Understanding that information is gold and having access to company data, customer data, employee data, etc., is crucial for future decision-making facilitated by this method. It has been perfect and sets very well-defined criteria for doing so.

  ### 39. Snowflake Usecases

**Rating:** 3.5/5.0 stars

**Reviewed by:** Verified User in Health, Wellness and Fitness | Small-Business (50 or fewer emp.)

**Reviewed Date:** October 26, 2023

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

SAAS based  application
SNOWSQL UI
time travel

**What do you dislike about Snowflake?**

COST high
difficult to integrate other ides

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

Data ware house complex problems and integration to AWS and also realtime streaming

  ### 40. Snowflake is a great data warehouse for general usage

**Rating:** 5.0/5.0 stars

**Reviewed by:** Giovani M. | Product Analyst, Enterprise (> 1000 emp.)

**Reviewed Date:** December 14, 2022

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

I love snowsight usage for quick queries and visualization and also the quickness and easily scallable data warehouse solutions. It is the best all-round data warehouse I've used and has multiple small features that make the whole better.

**What do you dislike about Snowflake?**

I think snowsight data visualization tools are a bit limited, and we should have other dataviz options like change colors, stacking bar charts etc. Also better search replace options on notebooks.

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

Is solving all of our data warehousing needs. We use it to build tables that feed into our BI tool (Looker) and also to make ad hoc analysis on data stored and maintained at snowflake.

  ### 41. Data Iku's best friend

**Rating:** 4.5/5.0 stars

**Reviewed by:** Carlos M. | Ingeniero de software intermedio, Enterprise (> 1000 emp.)

**Reviewed Date:** November 09, 2022

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

The way that Snowflake integrates own algorithms with the recipes used in Data Iku is a great way to obtain value from any data source. Also the processing time is drasticly reduced this helps to save some money by paying for used time only

**What do you dislike about Snowflake?**

Having SQL Queries and having to migrate those scripts to Snowflake could be a lot of work; knowing that SQL is one of the most used languages, there is no way to translate those queries to Snowflake easily

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

The great ammount of data that is proccesed on our daily basis and with waiting time up to 6 hours is a very risky way to process data, with snowflake the time of processing on those databases is reduced by a lot.

  ### 42. Easy to use and versatile database

**Rating:** 4.5/5.0 stars

**Reviewed by:** Elf C. | Enterprise (> 1000 emp.)

**Reviewed Date:** March 07, 2023

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

No need to create indices on every table. The way they store data makes it easy to retrieve data quickly.

**What do you dislike about Snowflake?**

Only have web UI. The web worksheets lack some ability to do multi-tab development. And searching tables when haveing multiple database may be hard.

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

Quick responses of Snowflake help reduce load time from analytic reporting. No need to build index also help reduce development time.

  ### 43. As a data warehouse, snowflake is excellent for everyday use.

**Rating:** 5.0/5.0 stars

**Reviewed by:** SAICHINMAY T. | IT intern, Small-Business (50 or fewer emp.)

**Reviewed Date:** March 08, 2023

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

Snowlight is where it's at for me regarding fast searches and clear visualization.
It's beneficial to have access to numerous tabs and searches at once. The data point can be queried from a variety of databases that are supported.

**What do you dislike about Snowflake?**

The default user interface is my go-to. It's much too complicated, the new one. Problems with introducing new features and explaining their purpose often arise. Plenty of different interfaces offer built-in support for SnowFlake or inexpensive or even free supplementary programmes that add support for it.

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

Wherever your data or users may be located, Snowflake offers a consistent experience across several public clouds.

  ### 44. Snowflake is all you need for a database

**Rating:** 5.0/5.0 stars

**Reviewed by:** Dhaval R. | SMTS @ MetricStream, Mid-Market (51-1000 emp.)

**Reviewed Date:** September 02, 2022

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

My organisation consumes Snowflake as the leading service for storing and analysing data points collected from customers and clients. It provides a spotless and straightforward user interface. The ability to work on multiple tabs and queries is wholesome. It also supports different databases users need to select for querying the data point. It also has a separate canvas showing the status of query progress and SQL tree structure of the query with the amount of time each operation takes. Once the query is completed, it provides a download button to save the result. They recently introduced Snowflake Lite, which is also easy to use and valuable.

**What do you dislike about Snowflake?**

It doesn't include the feature to run multiple queries from a canvas. Sometimes the queries take longer than usual, and waiting is painful without a progress bar. There is no historical version of the canvas where the queries are written, so once it is lost, it is gone forever. There is no autocomplete feature support for table names or SQL syntax.

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

I am using Snowflake to store the data points collected via pipeline from customer clients to the prod database. We use two different versions of Snowflake; one is for developer testing, and another is for the production database. I can filter data points through SQL queries based on dates, types, strings, etc on the Snowflake. The SQL tree is helpful to optimise the queries as it provides a breakdown of each component consuming resources and time.

  ### 45. My Snowflake review

**Rating:** 3.0/5.0 stars

**Reviewed by:** Castro K. | Associate Software Developer, Small-Business (50 or fewer emp.)

**Reviewed Date:** March 10, 2023

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

The best that I like about snowflake is that it is a Data Platform as self managed service. Where I don't need care about updates, installation and other stuffs.

**What do you dislike about Snowflake?**

We can only use this in the cloud. I feel that it is a limitation atleast for me. Since this is not a packaged software. I can't install it on my local Machine.

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

Since snowflake is a self maintained platform, we don't need to care about the maintenance.Unlike other other tools we should keep an eye on install and updates. That was really helpful l.

  ### 46. Execution of Spark Java

**Rating:** 4.5/5.0 stars

**Reviewed by:** Paranjothi M. | Documentation, Enterprise (> 1000 emp.)

**Reviewed Date:** March 09, 2023

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

It delivers fast, easy-to-use and flexible data storage, processing, and analytics. which helps us to have the output in short time and easy to understand for others

**What do you dislike about Snowflake?**

Don't have nothing has of now, they have improved much with every new version releases and It will be much easier if we have beta version released for public like 6 month before..

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

To store the data,  clean up the data and Once I get the cleaned data will use it for analytics purpose, which will give usefull insights for our products in fast manner

  ### 47. Top Performing Snowflake

**Rating:** 4.5/5.0 stars

**Reviewed by:** Sarguru R. | Test Lead, Enterprise (> 1000 emp.)

**Reviewed Date:** March 08, 2023

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

As a daily snowflake user, the best part that I see about the snowflake is user friendly and high performance. It's faster and scalable based on the load. No maintenance required. It works well with JSON based functions and queries.

**What do you dislike about Snowflake?**

Unstructured data is not supported. Few complex queries are not properly executed. Cost wise it is little higher than other cloud based solutions.

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

It is easier to share the secured data between different accounts inside our organisation and also with the customers/ vendors. It is also easier to integrate with other tools.

  ### 48. Snowflake is a great Cloud platform for data warehousing.

**Rating:** 4.0/5.0 stars

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

**Reviewed Date:** December 27, 2022

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

Since snowflake is a cloud platform, many of the connection issues I would typically jump through was not an issue. They have a lot of features and SQL commands that make database management easy. I also like the ability to share data without loading the data into my account from another.

**What do you dislike about Snowflake?**

There isn't anything I dislike, but there is one improvement I would like to see happen. It would be great if they would incorporate inline editing for tables.

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

We are using Snowflake in a couple of different ways. The primary use case is data warehousing, but we also use it to share data with other accounts, and we use it in our application integration projects.

  ### 49. Structured and user friendly experience using SQL for efficient data handling.

**Rating:** 4.0/5.0 stars

**Reviewed by:** Amulya S. | Head of Marketing, Enterprise (> 1000 emp.)

**Reviewed Date:** May 26, 2023

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

The structured database approach and the tab on the left side reflect the exact table or database you are working on.

**What do you dislike about Snowflake?**

Each time you refresh the page, previous queries get lost.

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

Snowflake provides an interactive platform for database management systems, an easier and more efficient way of using SQL.

  ### 50. An excellent, accessible data warehouse solution

**Rating:** 4.0/5.0 stars

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

**Reviewed Date:** May 31, 2023

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

The ease of access and useability of the web UI, but also the integration with Mode Analytics.

**What do you dislike about Snowflake?**

Confusing SQL coding syntax differences.

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

We have data from many different source systems and Snowflake provides us an easily accessible warehouse to organize the data within.


## 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?page=7&section=pricing&secure%5Bexpires_at%5D=2026-07-19+13%3A25%3A17+-0500&secure%5Bsession_id%5D=a1d54d3d-a66c-4baf-820f-4265a5a337b0&secure%5Btoken%5D=4f4388f53273db1ab2bcd7d246ada84d522e418e0bdd9b2cba22066a4dce5191&format=llm_user)
## Snowflake Integrations
  - [Agentforce Sales (formerly Salesforce Sales Cloud)](https://www.g2.com/products/agentforce-sales-formerly-salesforce-sales-cloud/reviews)
  - [Airbyte](https://www.g2.com/products/airbyte/reviews)
  - [Airtable](https://www.g2.com/products/airtable/reviews)
  - [Amazon EC2](https://www.g2.com/products/amazon-ec2/reviews)
  - [Amazon Elastic Container Service (Amazon ECS)](https://www.g2.com/products/amazon-elastic-container-service-amazon-ecs/reviews)
  - [Amazon S3 Glacier](https://www.g2.com/products/amazon-s3-glacier/reviews)
  - [Anaplan](https://www.g2.com/products/anaplan/reviews)
  - [Apache Airflow](https://www.g2.com/products/apache-airflow/reviews)
  - [Apache Kafka](https://www.g2.com/products/apache-kafka/reviews)
  - [Appian](https://www.g2.com/products/appian/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)
  - [Azure Pipelines](https://www.g2.com/products/azure-pipelines/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)
  - [Salesforce Headless 360 Platform (formerly Salesforce Platform)](https://www.g2.com/products/agentforce-360-platform-formerly-salesforce-platform/reviews)
  - [ServiceNow IT Service Management](https://www.g2.com/products/servicenow-it-service-management/reviews)
  - [Shopify](https://www.g2.com/products/shopify/reviews)
  - [Sigma](https://www.g2.com/products/sigma-computing-sigma/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
**Administration**
- Data Modelling
- Recommendations
- Workflow Management
- Dashboards and Visualizations

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

**System**
- Data Ingestion & Wrangling

**Data Management**
- Data Integration
- Data Compression
- Data Quality
- Built-In Data Analytics
- In-Database Machine Learning
- Data Lake Analytics

**Management**
- Data dictionary
- Data Replication
- Query Language
- Data Modeling
- Performance Analysis

**Storage**
- Data Model
- Data Types

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

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

**Data Transformation**
- Real-Time Analytics
- Data Querying

**Compliance**
- Sensitive Data Compliance
- Training and Guidelines
- Policy Enforcement
- Compliance 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

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

**Security**
- Access Control
- Roles Management
- Compliance 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

**Performance**
- Integrated Cache

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

**Management**
- Cataloging
- Monitoring
- Governing

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

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

**Connectivity**
- Hadoop Integration
- Spark Integration
- Multi-Source Analysis
- Data Lake

**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

**Processing**
- Cloud Processing
- Workload Processing

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

**Security**
- Data Governance
- Data Security

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

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

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

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

**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

**Building Reports**
- Data Transformation
- Data Modeling
- WYSIWYG Report Design
- Integration APIs

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

## Top Snowflake Alternatives
  - [Databricks](https://www.g2.com/products/databricks/reviews) - 4.6/5.0 (1,322 reviews)
  - [Cloudera](https://www.g2.com/products/cloudera/reviews) - 4.1/5.0 (131 reviews)
  - [Google Cloud BigQuery](https://www.g2.com/products/google-cloud-bigquery/reviews) - 4.5/5.0 (1,144 reviews)

