--- title: Snowflake Reviews meta_title: 'Snowflake Reviews 2026: Details, Pricing, & Features | G2' meta_description: Filter 755 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: 755 scale: '5' date_modified: '2026-07-17' 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:** 755 ## 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'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'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'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. Efficient SQL and Easy Integration, But Needs Better UI **Rating:** 4.0/5.0 stars **Reviewed by:** Christopher V. | Associate IT Disaster Recovery Specialist, Enterprise (> 1000 emp.) **Reviewed Date:** April 30, 2026 **What do you like best about Snowflake?** I appreciate Snowflake for serving as our central data repository with a secure data warehouse environment that we don't need to host internally. The SQL querying is extremely efficient, and I find the pipelines to other programs easy to set up and maintain. Additionally, I like that Snowflake is set up to automatically push and pull from other services we use to host and maintain data. **What do you dislike about Snowflake?** Snowflake is not self-explanatory to users without understanding of SQL. The visual interface could be improved to allow querying without SQL easier. The initial setup is relatively complex. **What problems is Snowflake solving and how is that benefiting you?** I use Snowflake as a secure data warehouse that eliminates the need for internal hosting. Its efficient SQL querying and ease of setting up pipelines with other services streamline our data management. ### 2. Robust Data Warehouse with Fast Analytics **Rating:** 4.5/5.0 stars **Reviewed by:** Will K. | Senior Software Engineer, Enterprise (> 1000 emp.) **Reviewed Date:** March 12, 2026 **What do you like best about Snowflake?** I use Snowflake as a data warehouse for analytics and debugging queries on production data. I find it pretty fast, even for big, complicated queries, which is very valuable to me. The web UI is solid, making my interaction with the software pleasant. I also appreciate the handy SQL extensions that make coding a little easier. **What do you dislike about Snowflake?** I would love more SQL extensions (like SELECT * EXCLUDE or UNION BY NAME). Also it's frustrating when someone is running a very long-running query and causes my queries to be delayed. Basically, I wish it had all the fancy extensions that DuckDB has. For example, DuckDB lets you use dot notation to call functions (i.e., s.upper() instead of upper(s)), which is nice. Also, it would be very handy if you could somehow make temp tables local to a specific session. I sometimes would like to save something in a temp table, but then I have to move to a schema that I have write access on, which is a bit annoying. Also, it would be very neat if you could give the optimizer hints about whether or not to materialize CTEs. Occasionally it makes the wrong decision and makes queries that should be fast take forever. **What problems is Snowflake solving and how is that benefiting you?** I use Snowflake as a data warehouse for convenient analytics and to run queries on production data efficiently. It handles large queries that MySQL struggles with. ### 3. One-Stop Platform for Advanced Data Projects **Rating:** 4.0/5.0 stars **Reviewed by:** Salman K. | Staff Engineer, Small-Business (50 or fewer emp.) **Reviewed Date:** May 25, 2026 **What do you like best about Snowflake?** I use Snowflake to build end-to-end GenAI and ML projects, and I find it valuable because everything is available on one platform. Snowflake supports data engineering, machine learning, and GenAI, which are crucial for my work. I like how I can quickly access new market trend models and features to explore, and it's easy to integrate the most demanding features into our projects. The initial setup of Snowflake was very easy. **What do you dislike about Snowflake?** So far, I don’t have any dislikes about Snowflake. **What problems is Snowflake solving and how is that benefiting you?** I use Snowflake for building end-to-end GenAI and ML projects. It provides everything in one platform for data engineering, machine learning, and GenAI, making it easy to integrate demanding features quickly into projects. ### 4. HOW SNOWFLAKE SOLVES DATA CHAOS IN HIGH-VELOCITY STAFFING FIRMS **Rating:** 5.0/5.0 stars **Reviewed by:** Sharon K. | Human Resource Manager, Mid-Market (51-1000 emp.) **Reviewed Date:** April 15, 2026 **What do you like best about Snowflake?** Snowflake lets me share live data without copying it. I can give my clients a secure view of their contracts, hours worked, and end dates. With historical data in Snowflake, I can also run models to forecast seasonal hiring spikes for clients. Snowflake is fully managed, so there’s no indexing, no tuning, and no 2 a.m. crashes right before payroll. **What do you dislike about Snowflake?** To really use it, you need some SQL or Tableau skills; once you have them, it’s genuinely helpful for working with messy data. I haven’t experienced any problems while using it so far. I highly recommend it 💯 **What problems is Snowflake solving and how is that benefiting you?** Snowflake separates storage from compute, so five recruiters can run big searches at the same time without it crashing. It also gives clients a live view limited to their own contracts and roles. ### 5. Effortless Analytics and Fast Scaling with Snowflake **Rating:** 5.0/5.0 stars **Reviewed by:** Akshat G. | Programmer Analyst, Information Technology and Services, Enterprise (> 1000 emp.) **Reviewed Date:** December 17, 2025 **What do you like best about Snowflake?** Snowflake is very easy to use and quick to implement compared to traditional data warehouses. I like how compute and storage are separated, which makes scaling simple and cost-efficient for different workloads. Integration with BI tools and cloud services is smooth, and query performance is consistently strong. Because of its simplicity and reliability, it’s used very frequently for analytics and reporting. **What do you dislike about Snowflake?** Cost can become difficult to track, especially with frequent queries and multiple users running workloads at the same time. Some advanced features require a deeper understanding to optimize properly, and debugging performance issues isn’t always straightforward. While support and documentation are good, fine-tuning usage to control costs takes effort. **What problems is Snowflake solving and how is that benefiting you?** Snowflake solves the challenge of managing and querying large volumes of data without worrying about infrastructure. It allows us to scale compute independently for different teams, avoid performance bottlenecks, and run analytics workloads efficiently. This reduces operational overhead, improves query performance, and enables faster insights for reporting and business decision-making. ### 6. Fast Code Execution with Results in Seconds **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Financial Services | Enterprise (> 1000 emp.) **Reviewed Date:** June 17, 2026 **What do you like best about Snowflake?** The most often to not quick functionality of running code. Most of the time, depending on the data in the query, the results come back in within a few seconds. **What do you dislike about Snowflake?** Although the error messages are helpful in giving you a clue at what is wrong with your code, they are not 100% accurate. Sometimes they reference the wrong line for where the error is, and sometimes it give s the wrong error reason. **What problems is Snowflake solving and how is that benefiting you?** Snowflake allows my company to pull data from different data tables and sources into one accessible space and allows for easy download/visibility. ### 7. Easy-to-Use Snowflake UI with Broad Tool Compatibility **Rating:** 5.0/5.0 stars **Reviewed by:** Rohit S. | Analytical Consultant, Mid-Market (51-1000 emp.) **Reviewed Date:** April 02, 2026 **What do you like best about Snowflake?** the user interface was very easy to understand and use. not only that, snowflake has compatibility with various tools to ingest and export data. **What do you dislike about Snowflake?** pricing is a bit complex to understand and expensive. it does not support native etl transformations as well **What problems is Snowflake solving and how is that benefiting you?** i used snowflake to create very complex sql cte's which helped me in my project very much. it gave a summarised view on the top of the results giving me info about how many values are null, etc. it has very good performance when it comes to complex queries ### 8. Effortless Data Management with Seamless Scalability **Rating:** 4.0/5.0 stars **Reviewed by:** Kingston Joseph . | Associate, Enterprise (> 1000 emp.) **Reviewed Date:** April 25, 2026 **What do you like best about Snowflake?** I like Snowflake's virtual warehouses, which we can scale up and scale down as needed. The ability to automatically adjust the maximum and minimum clusters based on the number of concurrent users is very useful for us. We use it to support our dashboards like Tableau and Power BI. Setting up Snowflake was very easy for our team since we already had an established cloud platform like AWS, making it a straightforward process. **What do you dislike about Snowflake?** Everything works well with snowflake. There is nothing to dislike at this moment. **What problems is Snowflake solving and how is that benefiting you?** I use Snowflake to store a huge volume of data, like 50,000,000 records, and manage multiple databases. It makes computing easier with its virtual warehouses, enhancing data management. ### 9. Flexible, Scalable Columnar Cloud Database with Strong Performance and Integrations **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Health, Wellness and Fitness | Mid-Market (51-1000 emp.) **Reviewed Date:** May 19, 2026 **What do you like best about Snowflake?** Its flexibility to grow from a very small free POC to a global multiregion data system with AI, both technologically and in price. This is extremely useful for both startups and enterprises. Its ability to remain open and integrable with standard protocols. And the performance is good for a columnar cloud database. **What do you dislike about Snowflake?** It’s price structure once you move to yearly agreements. The sales teams are too greedy and if you are not careful they’ll happily make you pay more than what you really need. **What problems is Snowflake solving and how is that benefiting you?** Integrations, centralized analytics, and cover some simple data visualization needs. ### 10. Fast, Scalable, Low-Maintenance Data Warehouse with Smooth Sharing and Integrations **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Consumer Services | Mid-Market (51-1000 emp.) **Reviewed Date:** April 09, 2026 **What do you like best about Snowflake?** Ease of use / low maintenance – no infrastructure to manage, which is a big relief compared to traditional data warehouses. Separation of storage and compute – lets you scale performance independently and avoid resource contention. Performance & scalability – fast queries, especially with large datasets. Concurrency handling – multiple teams can query data at the same time without slowing each other down. Simple data sharing – sharing datasets across teams or even organizations is unusually smooth. Pay-as-you-go pricing – you only pay for what you use, which feels efficient (when managed well). Strong ecosystem & integrations – works well with modern data tools (dbt, BI tools, etc.). **What do you dislike about Snowflake?** Semi-structured data isn’t always as smooth as advertised JSON handling is powerful but can become awkward in complex transformations Limited control compared to traditional systems You don’t control the underlying infrastructure Harder to fine-tune at a low level Data governance & complexity at scale Managing roles, permissions, and data access can get messy Especially painful in large organizations with many teams **What problems is Snowflake solving and how is that benefiting you?** Snowflake is mainly solving problems around scaling, managing, and accessing data efficiently in the cloud—and the benefits usually show up in day-to-day productivity and decision-making. ### 11. Effortless Scalability and Fast Analytics with Snowflake **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Mid-Market (51-1000 emp.) **Reviewed Date:** January 13, 2026 **What do you like best about Snowflake?** Snowflake's simplicity combined with powerful scalability. It separates compute and storage, making it easy to scale performance up or down on demand without complex infrastructure management, while delivering fast, reliable analytics on large volumes of data. **What do you dislike about Snowflake?** Cost predictability. Because compute usage is consumption-based and can scale very easily, it’s also easy for queries, poorly optimized workloads, or multiple teams to drive up costs unexpectedly without strong governance and monitoring in place. **What problems is Snowflake solving and how is that benefiting you?** Snowflake solves the problem of managing and scaling analytics on large, diverse data sets without the complexity of traditional data warehouse infrastructure. It eliminates the need to worry about capacity planning, performance tuning at the hardware level, and complex data sharing between teams or partners. This benefits me by enabling faster access to reliable, centralized data for analytics and reporting. I can scale compute on demand for different workloads, share data securely across teams, and focus more on deriving insights rather than maintaining or optimizing the underlying platform. ### 12. Clean Interface and Custom AI Agents Make Data Access Effortless **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Wine and Spirits | Mid-Market (51-1000 emp.) **Reviewed Date:** April 28, 2026 **What do you like best about Snowflake?** It is a clean and easy to understand interface that allows us to access our data easily. We've begun utilizing their feature to create your own AI agent and it's incredibly useful, especially in that we can help train it by defining our data. It is greatly increasing the accessibility of our data across the organization **What do you dislike about Snowflake?** Occasionally, there are some nuances to the sql structure that need to be worked through, though these are minor **What problems is Snowflake solving and how is that benefiting you?** Increased data access and less reliance on our data team for ad hoc, smaller requests and keeps them focused on more strategic initiatives ### 13. Streamlined Reporting with Intuitive Design **Rating:** 5.0/5.0 stars **Reviewed by:** Christian M. | Customer Success Manager, Mid-Market (51-1000 emp.) **Reviewed Date:** May 26, 2026 **What do you like best about Snowflake?** I appreciate Snowflake's intuitive layout and design, which makes it easier to navigate and enhances data visibility. This better visibility simplifies reporting and analytics for me, making them easier to read. I also find the initial setup of Snowflake to be very easy, which is a big plus. Overall, I've been enjoying all the features of Snowflake. **What do you dislike about Snowflake?** NA **What problems is Snowflake solving and how is that benefiting you?** I use Snowflake to streamline and aggregate data, which helps with reporting. Its intuitive layout and design enhance data visibility, making analytics easier to interpret. ### 14. Effortless Scalability with Stellar Performance **Rating:** 4.5/5.0 stars **Reviewed by:** Sravya A. | Software Engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** January 10, 2026 **What do you like best about Snowflake?** I like the separation of compute and storage in Snowflake, which allows for independent scaling and helps to avoid query conflicts while improving concurrency and controlling costs. I appreciate Snowflake's high performance with minimal tuning, as it automatically manages optimization tasks like indexing and query planning, allowing complex queries to run efficiently. The ease of handling different data types, including the ability to work with structured and semi-structured data like JSON, is another plus for me. I enjoy the low maintenance nature of Snowflake, as it eliminates the need to manage servers and indexing. Its strong integration ecosystem with various data storage and analytic tools makes it a versatile choice for data warehousing. The quick provisioning process, smooth data loading from cloud storage, and straightforward database management using SQL commands greatly simplify setup and operation. **What do you dislike about Snowflake?** Cost management can be tricky. While the pay-as-you-use model is powerful, it requires close monitoring. In our project, long-running or poorly written queries could quickly increase compute costs if warehouses were not managed properly. Snowflake abstracts most performance tuning, which is usually a benefit. However, in some complex scenarios, the lack of deep control made fine-grained optimization difficult. Basic usage is simple, but advanced concepts such as time-travel, zero-copy cloning, and secure data sharing took time for teams with strict latency or connectivity requirements. **What problems is Snowflake solving and how is that benefiting you?** Snowflake centralizes data from multiple sources, removes server management efforts, and improves query performance for analytics. Its pay-as-you-use model controls costs, and it supports efficient handling of structured and semi-structured data. ### 15. Effortlessly Scalable Analytics with Snowflake **Rating:** 4.5/5.0 stars **Reviewed by:** lovee k. | Senior Associate **Reviewed Date:** January 09, 2026 **What do you like best about Snowflake?** I like the ease of use combined with powerful scalability in Snowflake. The platform handles performance optimization automatically, making queries run quickly without needing manual tuning. The separation of compute and storage offers great flexibility and cost efficiency. Snowflake’s secure data sharing and seamless integration with BI and data tools make collaboration and analytics highly efficient. The initial setup was very easy and straightforward, with minimal time required to start. The intuitive interface and clear onboarding steps facilitated quick connection to data sources and running queries swiftly, even for first-time users. **What do you dislike about Snowflake?** Some areas that could be improved include cost visibility and optimization, especially for teams new to Snowflake, as usage-based pricing can take time to fully understand and manage. The platform is very powerful, but advanced features have a learning curve, so better in-product guidance or documentation for new users would be helpful. Additionally, more native monitoring and cost-governance tools could make it easier to track and control spend across teams. **What problems is Snowflake solving and how is that benefiting you?** I use Snowflake to store, process, and analyze large data volumes, centralizing data from various sources. It solves scalability and performance challenges, making data management effortless with no infrastructure maintenance, and enables fast query performance and seamless data sharing across teams. ### 16. Fast Queries and Easy Query History Lookup **Rating:** 4.0/5.0 stars **Reviewed by:** Liliana S. | Student Data Analyst, Education Management, Mid-Market (51-1000 emp.) **Reviewed Date:** May 14, 2026 **What do you like best about Snowflake?** I like how quickly it runs queries, and how easy it is to look up past queries in the query history. **What do you dislike about Snowflake?** I don’t like that the interface changes very often, and sometimes it isn’t clear how to use it. **What problems is Snowflake solving and how is that benefiting you?** I like the way it shows query errors. ### 17. Easy to Manage, Intuitive Query Language, and Excellent Micro-Partitioning **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Financial Services | Mid-Market (51-1000 emp.) **Reviewed Date:** May 19, 2026 **What do you like best about Snowflake?** Easy to manage overall. The query language and its dialects feel consistent and intuitive, which makes it a great fit for BI workloads. Micro-partitioning is also excellent, even if it’s proprietary. **What do you dislike about Snowflake?** I think their AI features—and especially the naming—are a bit all over the place. They offer AI under several different names, like Cortex, Snowflake Intelligence, Analyst, etc. I don’t really understand why it needed to be split across so many labels. **What problems is Snowflake solving and how is that benefiting you?** Data warehousing, OLAP workloads, analytics, BI, and reporting, etc. ### 18. Fast, Scalable Analytics Without the Infrastructure Headaches **Rating:** 5.0/5.0 stars **Reviewed by:** Kamal R. | Business Analyst, Information Technology and Services, Mid-Market (51-1000 emp.) **Reviewed Date:** January 14, 2026 **What do you like best about Snowflake?** The most helpful thing about Snowflake is that it lets teams analyze large amounts of data quickly without worrying about infrastructure or performance tuning. It removes much of the operational complexity that usually comes with data platforms. **What do you dislike about Snowflake?** Snowflake’s power comes from simplicity, scalability, and cloud-native design, but that comes at a cost: higher bills for heavy workloads, some limitations for unstructured or ML-heavy use cases, and dependence on SQL skills and the Snowflake ecosystem. **What problems is Snowflake solving and how is that benefiting you?** Snowflake solves problems of slow analytics, limited scalability, and complex infrastructure by providing a fully managed, cloud-native data platform. It separates compute and storage, allowing multiple teams to run queries simultaneously without performance issues. Snowflake also enables secure data sharing and easy recovery with features like Time Travel. The benefits include faster insights, operational simplicity, cost efficiency, and the ability to handle both structured and semi-structured data seamlessly. ### 19. Snowflake: Scalable, High-Performance Analytics for Modern Enterprises **Rating:** 5.0/5.0 stars **Reviewed by:** Swaroop W. | Senior IT Project Manager - Senior Scrum Master, Mid-Market (51-1000 emp.) **Reviewed Date:** May 19, 2026 **What do you like best about Snowflake?** Snowflake is easy to use, highly scalable, and delivers fast performance for analytics workloads. Its cloud-native architecture and seamless integrations make data management efficient and reliable **What do you dislike about Snowflake?** The main downside is cost optimization, as usage can grow quickly without proper monitoring. Initial setup, governance, and advanced configurations also require experienced resources. **What problems is Snowflake solving and how is that benefiting you?** Snowflake helped us centralize data from multiple sources, improve query performance, and enable faster analytics for business teams. It reduced operational overhead and made scaling data workloads much easier. ### 20. Good decision for cloud data warehousing **Rating:** 4.5/5.0 stars **Reviewed by:** Christopher R. | Senior Analytics Engineer, Enterprise (> 1000 emp.) **Reviewed Date:** October 09, 2025 **What do you like best about Snowflake?** Depending on the size of your warehouse, we can handle a large amount of data without performance issues. This would be very difficult with an on-prem server.Further, the separation of storage and compute helps with resource management.Additionally, we're a Tableau shop, and Tableau has a built-in connector with Snowflake that is reliable and efficient. **What do you dislike about Snowflake?** Cost management can be challenging. This is where the size of the warehouse comes into play (see What do you like best about Snowflake?). If you optimize the size of your warehouse small, costs will be smaller. Along these lines, it's best to understand credit usage early to make sure you're managing effectively. But overall, few negatives that can't be managed with some forethought. **What problems is Snowflake solving and how is that benefiting you?** Our infrastructure is quite complex, but since Snowflake is fully managed, we no longer have to worry about provisioning or ongoing maintenance. This allows our data architecture team to focus on more valuable work, while our data analytics team benefits from uninterrupted access, as maintenance issues no longer cause downtime. Scalability is another key advantage—Snowflake efficiently processes large volumes of data without requiring our architecture team to oversee the infrastructure. This not only saves time but also enables quicker queries, even as our total data volume increases. Ultimately, this leads to faster project scaling, quicker insights, and allows us to devote less effort to managing our data strategy. ### 21. Effortless Scalability and Integration for Fast-Paced Analytics **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Mining & Metals | Enterprise (> 1000 emp.) **Reviewed Date:** December 18, 2025 **What do you like best about Snowflake?** Snowflake stands out for its ease of use and instant scalability—we can right-size compute in seconds without complex infrastructure, while maintaining strong governance and encryption for sensitive safety data. The multi-cloud flexibility and tight integrations with BI/ETL tools mean our data engineering and analytics teams move faster with less friction. **What do you dislike about Snowflake?** Everytime, we load the data for analytics purposes, it has to be loaded completely. It is not good for few use cases like Sensor data wherein realtime decision making is required. Also, it has cost structure which is complex. We don't know we are really spending money on. **What problems is Snowflake solving and how is that benefiting you?** Previously, data was scattered across spreadsheets and multiple systems, making reporting slow and error-prone. With Snowflake, we can ingest data from Azure Data Factory, maintain clean schemas, and scale compute instantly for analytics. This enables faster incident trend analysis, proactive risk identification, and compliance reporting. The biggest benefit is time-to-insight—regulatory requests that used to take days now take hours, and dashboards in Power BI update in near real-time for site leadership ### 22. Bridges Data Gaps with Ease and Efficiency **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User | Enterprise (> 1000 emp.) **Reviewed Date:** May 21, 2026 **What do you like best about Snowflake?** I really like how Snowflake brings together siloed data that I would otherwise not have access to. It's incredibly easy for the data team to work with tables, which expedites our use cases significantly across business units. Snowflake is bridging a data gap that is very significant for operational use cases. Integrating it with other systems, such as our email platforms and CRMs, is also really helpful. From what I heard, the initial setup was straightforward. **What do you dislike about Snowflake?** Some data delays **What problems is Snowflake solving and how is that benefiting you?** I use Snowflake to bring together siloed data, making it accessible. It's significant for operational use cases across business units. It also expedites use cases and integrates well with emails and CRMs. ### 23. Intuitive Framework, Needs Script Flexibility **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Computer Software | Enterprise (> 1000 emp.) **Reviewed Date:** December 20, 2025 **What do you like best about Snowflake?** I use Snowflake for pulling, cleaning, and required functions, and I find it easy to use and implement SQL queries with this platform. I appreciate the framework, which is easy to understand, and the layout it displays is great, with the left side full of tables, the center for queries, and the bottom running the query and displaying the output. The initial setup was pretty chill, and I would rate my likelihood to recommend it as a 9 out of 10. **What do you dislike about Snowflake?** I will say, for dynamic scripts especially columns - it won’t automatically add new columns in dynamic scripts. We can only do this for rows, not for columns. It should be flexible in the script to allow these kinds of dynamic scripts. **What problems is Snowflake solving and how is that benefiting you?** I find Snowflake easy to use for implementing SQL queries and working with its intuitive layout, which displays tables, queries, and outputs clearly. ### 24. Snowflake makes data work easy **Rating:** 4.0/5.0 stars **Reviewed by:** Ashish S. | Full stack developers, Mid-Market (51-1000 emp.) **Reviewed Date:** October 01, 2025 **What do you like best about Snowflake?** I use snowflake almost everyday to work with big datasets cleaning, querying, and analyzing. What i really like is how easily it connects with tools like tableau and looker for reporting, and even google sheets when someone just. The interface is clean and and easy to use, and bring able to run queries right in the browser makes my work faster. Getting started with it was very straightforward too. **What do you dislike about Snowflake?** Honestly, the toughest part with snowflake is keeping costs under control. If a query isn’t optimised just exploring data can get expensive fast since uo’re charged gets processed. Snowflake is that it feels a bit easier to mange costs you only pay for the compute you actually use, and it can auto suspend when not in use. That makes it less stressful to dig into data without constantly worrying about the bill. **What problems is Snowflake solving and how is that benefiting you?** Snowflake makes working with data so much easier. I don’t have to stress about servers or performance it just scales up when i need it. Even with huge datasets, queries run sper fas, and the best part is how easy it is to share data with others. Instead of wasting time on setup and tuning, i can actually focus on the analysis and insights. ### 25. Powerful, Scalable Data Warehouse with Game-Changing Compute-Storage Separation **Rating:** 4.5/5.0 stars **Reviewed by:** Keerthan P. | Associate Data Analyst, Mid-Market (51-1000 emp.) **Reviewed Date:** March 30, 2026 **What do you like best about Snowflake?** Pretty good and easy to use data warehouse tool ,it have option of SQL/ snowpark .You can build ETL using SQL .They also added ML/AI features that's pretty good looking at market trend. It works well with BI tool like powerbi and sigma computing **What do you dislike about Snowflake?** It is bit complicated for beginner to understand the snowflake with many feature. Credit can add up if you're not looking at credit usage **What problems is Snowflake solving and how is that benefiting you?** Keeps all our data in one place no more juggling multiple tools. Analytics, reporting, and app development all happen in Snowflake, which keeps things simple and fast. ### 26. Super Reliable with a Clear, Robust Integration Guide **Rating:** 5.0/5.0 stars **Reviewed by:** Conner R. | Founder, Small-Business (50 or fewer emp.) **Reviewed Date:** May 20, 2026 **What do you like best about Snowflake?** Super reliable, with a much more robust integration guide that makes setup and implementation clearer. **What do you dislike about Snowflake?** Can be a bit cost-prohibitive if you aren't using their entire feature set. **What problems is Snowflake solving and how is that benefiting you?** Snowflake helps us with real-time data delivery and data warehousing. We were losing a lot of our data across disparate systems, but we’re now using Snowflake to host it in one place and make it usable with our BI tools. ### 27. Best tool for Data Warehousing **Rating:** 4.5/5.0 stars **Reviewed by:** Sumit C. | Tech Lead, Small-Business (50 or fewer emp.) **Reviewed Date:** September 16, 2025 **What do you like best about Snowflake?** Snowflake takes away the complexity of managing infrastructure and lets us focus purely on data. The separation of storage and compute means multiple teams can run queries without impacting each other’s performance. Its auto-scaling and pay-as-you-go model help control costs, and features like time travel, secure data sharing, and native integrations with BI/ETL tools make it a powerful platform. The ease of use is a huge upside—no database tuning or maintenance overhead required. **What do you dislike about Snowflake?** While Snowflake is extremely powerful, pricing can become tricky to estimate when multiple teams are running large compute-heavy queries, especially without strict governance. The learning curve for cost optimization and warehouse sizing can be steep. Additionally, customer support response times could be faster, and some advanced features may require higher-tier plans. **What problems is Snowflake solving and how is that benefiting you?** Snowflake is helping us centralize all our data in one place, eliminating the silos we had across different systems. With its scalability and separation of compute from storage, we no longer worry about performance drops when multiple teams run queries at the same time. Features like secure data sharing and time travel have simplified collaboration and reduced operational risks. Overall, it has improved the speed of analytics, lowered infrastructure maintenance efforts, and enabled faster, data-driven decision-making across the organization. ### 28. Secure, Scalable Storage and Smooth Python Integration with Snowpark **Rating:** 5.0/5.0 stars **Reviewed by:** Chaitanya Pavan Tanay K. | Machine Learning Specialist, Small-Business (50 or fewer emp.) **Reviewed Date:** May 22, 2026 **What do you like best about Snowflake?** No need for massive server size, Storage capacity is not an issue, Secure security, Performance tuning by using workspace. Integration with python using snowpark **What do you dislike about Snowflake?** Currently not lot of options to work with geo-spatial data, no support of unstructured data **What problems is Snowflake solving and how is that benefiting you?** It's multi-cluster shared data architecture allows to consolidate all data in one place. Ensuring different departments working on different use-cases works from same real time information ### 29. Cost-Effective Data Warehouse with Seamless Integration **Rating:** 4.0/5.0 stars **Reviewed by:** Siddharth S. | Senior Data Engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** March 10, 2026 **What do you like best about Snowflake?** I like that Snowflake is easily integratable with other systems. It's cost-friendly, as you pay only a fraction of the cost based on the amount of data you store. I also appreciate that it's user-friendly for people who might not have a technical background. **What do you dislike about Snowflake?** Something that I think Snowflake can improve on is probably maybe UI experience. I think it can get a bit cleaner. **What problems is Snowflake solving and how is that benefiting you?** I use Snowflake as a data warehouse to organize all my analytics data, acting as a one-stop solution for most data needs. It's great at storing, processing, and retrieving large amounts of data. ### 30. Flexible, Scalable Architecture with Independent Storage and Compute **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Oil & Energy | Mid-Market (51-1000 emp.) **Reviewed Date:** February 25, 2026 **What do you like best about Snowflake?** The best thing about this platform is its architecture. Snowflake separates storage and compute, which allows my teams to scale us independently based on the workload. This flexibility limits performance bottlenecks and avoids huge infrastructure costs. **What do you dislike about Snowflake?** Their cost management needs careful monitoring. Their pay-per-usage model is powerful, but the compute cost can increase quickly if it's not optimised. **What problems is Snowflake solving and how is that benefiting you?** Snowflake solves the problem of managing a large-scale data infrastructure without having physical servers, and it also helps me to centralise the data warehousing and faster analytics queries. Their cross-team data collaboration and external data sharing is very effective. They also have effective real-time business intelligence. ### 31. Snowflake is Powerful and Secure Data Management Platform With Easy Activity Dashboard. **Rating:** 4.5/5.0 stars **Reviewed by:** Jessica W. | Product Manager, Enterprise (> 1000 emp.) **Reviewed Date:** March 27, 2026 **What do you like best about Snowflake?** Powerful data storage management and the ability to process huge volume of various data Snowflake is perfect and performance analytics tools are excellent. Incredible data visualization system and the real time capability and the ETL functionalities on Snowflake is amazing and secure data migration platform. **What do you dislike about Snowflake?** Snowflake has nothing for me to dislike, easy platform to configure after short learning process and helpful customer support community. **What problems is Snowflake solving and how is that benefiting you?** Creating real time data reports, multiple data visualization, data synchronization, data transfer and different data storage management Snowflake is the most effective tool. ### 32. Direct Database Access, But Querying Can Be Tough for Non-Technical Users **Rating:** 3.5/5.0 stars **Reviewed by:** Verified User in Computer Software | Mid-Market (51-1000 emp.) **Reviewed Date:** May 01, 2026 **What do you like best about Snowflake?** I like the way it allows to store data and access it. Help me work directly with the data stored in the database, no middleman. **What do you dislike about Snowflake?** It's pretty hard to query for a non-technical person and I need lots of LLM help to find what I need. **What problems is Snowflake solving and how is that benefiting you?** We use it for data storage of our backend information. Lots of content intelligence and customer data for better results for the users. ### 33. Easy Setup and Fast Performance, but Room for Improvement **Rating:** 3.5/5.0 stars **Reviewed by:** Surita S. | Data Analyst, Mid-Market (51-1000 emp.) **Reviewed Date:** December 17, 2025 **What do you like best about Snowflake?** What I like most about Snowflake is its ease of use and quick implementation. It is easy to set up, requires minimal infrastructure management, and offers excellent performance with automatic scaling. Running and managing queries is simple and efficient. **What do you dislike about Snowflake?** One downside of snowflake is the cost, which can increase quickly if usage is not monitored properly. The separation of compute and storage can also make billing a bit confusing for new users. **What problems is Snowflake solving and how is that benefiting you?** Snowflake helps solve problems related to managing large volumes of data, slow query performance, and data silos across teams. It allows us to store, process, and analyze data in one centralized platform without worrying about infrastructure management. This improves reporting speed, enables faster insights, and helps teams make better data-driven decision while scaling easily as data grows ### 34. Powerful and scalable data warehouse solution **Rating:** 5.0/5.0 stars **Reviewed by:** Daniel Alberto J. | Fraud Analyst, Marketing and Advertising, Enterprise (> 1000 emp.) **Reviewed Date:** August 16, 2025 **What do you like best about Snowflake?** What I like most about Snowflake is how easily it handles large volumes of data with great performance. The ability to separate storage and compute is a huge advantage, as it allows us to scale resources up or down based on demand. It integrates smoothly with BI tools and supports secure data sharing, which makes collaboration across teams much easier. Overall, it’s a very reliable and flexible data platform. **What do you dislike about Snowflake?** The main drawback is that costs can increase quickly if workloads are not monitored closely. The pricing model requires careful management to avoid surprises. Additionally, for new users, some of the advanced features require a learning curve. However, once you get familiar with the platform, it works very effectively. **What problems is Snowflake solving and how is that benefiting you?** As fraud analysts, we need to process very large datasets multiple times a day to detect anomalies and identify suspicious activity. Snowflake makes this possible by providing fast, reliable, and scalable data processing without slowing down. The ability to run complex queries on massive amounts of data in near real-time has improved the speed and accuracy of our investigations. It allows us to focus on insights rather than infrastructure, which is a big advantage in fraud detection. ### 35. Snowflake as a All-In-One Platform **Rating:** 5.0/5.0 stars **Reviewed by:** Ramanujan S. | Data Engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** March 30, 2026 **What do you like best about Snowflake?** It helps me with ETL, ML, and data warehousing capabilities for my day-to-day data engineering work. **What do you dislike about Snowflake?** Snowflake Native Apps and Openflow should be more easy to learn for beginners. Better documentation is needed. **What problems is Snowflake solving and how is that benefiting you?** ETL, data transformation, Centralized Management ### 36. Powerful, flexible cloud data platform **Rating:** 5.0/5.0 stars **Reviewed by:** Arbin T. | Business Intelligence Developer, Mid-Market (51-1000 emp.) **Reviewed Date:** August 14, 2025 **What do you like best about Snowflake?** I like Snowflake for its ease of use—the interface is intuitive, and writing queries is straightforward. Ease of implementation is great too, as connecting to BI tools and setting up warehouses is quick. The platform offers a large number of features, including time travel, cloning, and data sharing. Ease of integration with ETL tools and other cloud services makes workflows seamless. It’s very reliable, and customer support has been responsive when needed. Because of its speed and scalability, I use it frequently for daily analytics tasks. **What do you dislike about Snowflake?** The main challenge is cost management, as frequent queries or large warehouses can get expensive if not optimized. Some advanced features take time to learn, and initial setup for certain integrations can be tricky. While customer support is helpful, detailed guidance for complex scenarios could be improved. Overall, it works well, but careful monitoring is needed to avoid overspending **What problems is Snowflake solving and how is that benefiting you?** Snowflake centralizes large datasets from multiple sources, eliminating data silos and making querying fast and efficient. It solves issues with scalability, storage, and performance, allowing me to run analytics and reporting without worrying about infrastructure. This benefits me by saving time, improving accuracy, and enabling quick, data-driven decisions ### 37. Snowflake Offers Real Time Monitoring and Data Integration Options. **Rating:** 4.5/5.0 stars **Reviewed by:** Charles P. | DevOps Engineer, Small-Business (50 or fewer emp.) **Reviewed Date:** March 13, 2026 **What do you like best about Snowflake?** Real time monitoring solution and the ability to manage multiple data and integration support on Snowflake is perfect. Easy data synchronization, access control system and effective user management and easy workflow handling product and its data descovery capability is excellent. **What do you dislike about Snowflake?** Snowflake has zero dislike since the product is easy to get used and the implementation is an easy process with helpful support team. **What problems is Snowflake solving and how is that benefiting you?** Effective data integration and data visualization system and the monitoring and data access control to compliance management Snowflake is amazing. ### 38. All-in-One Data Platform for AI, Warehousing, Engineering, and Dashboards **Rating:** 4.0/5.0 stars **Reviewed by:** Adarsh P. | Business Data Analyst, Consulting, Enterprise (> 1000 emp.) **Reviewed Date:** April 27, 2026 **What do you like best about Snowflake?** Its all in one Data Platform. Be it usage of AI, Datawarehousing, AI, Data engineering, pipeline development or Data storage and dashboarding. **What do you dislike about Snowflake?** The errors generated in the code can sometimes be difficult to understand, even with the provided hints and examples. **What problems is Snowflake solving and how is that benefiting you?** Its helping me get data from multiple sources in one platform and create AI assisted dashboards/reports using that data. ### 39. Powerful, Scalable, and Easy-to-Use Data Platform **Rating:** 4.5/5.0 stars **Reviewed by:** Sumit S C. | Associate Software Engineer, Small-Business (50 or fewer emp.) **Reviewed Date:** August 09, 2025 **What do you like best about Snowflake?** What I love about Snowflake is how quickly it made working with large datasets feel effortless. I’ve run queries on billions of rows and still got results in seconds. The way it separates storage and compute means I can scale up for heavy workloads without overpaying when things are quiet. The interface feels familiar for anyone who knows SQL. I also appreciate how easy it is to share data securely with partners without the usual back-and-forth of exporting files. **What do you dislike about Snowflake?** The main challenge I’ve faced is keeping compute costs in check. If you’re not careful with warehouse sizes or forgetting to suspend them, the bill can surprise you **What problems is Snowflake solving and how is that benefiting you?** I’m currently using Snowflake as a central data warehouse while working with multiple datasets for proof-of-concepts (POCs) for my client. It allows me to quickly load, clean, and query large volumes of data without worrying about infrastructure setup or scaling. This flexibility helps me experiment with different data models and run complex queries efficiently, which speeds up POC delivery and decision-making for my client. ### 40. User Point of view **Rating:** 5.0/5.0 stars **Reviewed by:** Abhishek G. | Application Developer, Mid-Market (51-1000 emp.) **Reviewed Date:** October 07, 2025 **What do you like best about Snowflake?** The most important part is we can do different types of big data engineering and is very easy to use. We can do the etl process in a single go. The code can be implemented easily in the process and we can connect snowflake support for any help. I mainly use it everyday as most of my work is dependent on it. It supports pyspark as a new feature. **What do you dislike about Snowflake?** The cortex is newly integrated so many updates are yet to come. So still waiting for that. **What problems is Snowflake solving and how is that benefiting you?** We are solving different types of business problems like data integration, data transformation and data security. Even we are performing data masking and integration for the third party business. ### 41. Efficient, scalable, and reliable data warehouse for modern analytics **Rating:** 4.5/5.0 stars **Reviewed by:** Bindu Madhuri J. | Graduate Assistant, Enterprise (> 1000 emp.) **Reviewed Date:** October 09, 2025 **What do you like best about Snowflake?** Snowflake’s ability to handle large volumes of structured and semi-structured data seamlessly is its biggest strength. The separation of compute and storage lets us scale resources independently, which improves performance during heavy reporting workloads. It also integrates smoothly with BI tools like Power BI and Tableau, making it easy to deliver insights quickly without manual data preparation. **What do you dislike about Snowflake?** Although Snowflake is highly efficient, query costs can add up quickly if the virtual warehouses aren’t managed properly. Also, real-time data streaming capabilities are still somewhat limited compared to other cloud-native services. A more intuitive cost-monitoring dashboard and tighter integration with streaming platforms like Kafka would make it even more powerful. **What problems is Snowflake solving and how is that benefiting you?** Snowflake has helped centralize large data sets from multiple sources—HR, finance, and donor systems—into one scalable warehouse. This unified platform allows us to run complex SQL queries, automate reporting, and generate real-time dashboards in Power BI. It also simplified data governance and eliminated storage constraints we had with traditional on-prem databases. Overall, it enables faster data-driven decision-making and supports analytics initiatives without extensive infrastructure management. ### 42. Real-Time Dashboards and Strong Support for Structured Data **Rating:** 4.0/5.0 stars **Reviewed by:** Aashima S. | BD, Enterprise (> 1000 emp.) **Reviewed Date:** May 26, 2026 **What do you like best about Snowflake?** Store both structured and semi-structured data and provide real-time dashboards for monitoring **What do you dislike about Snowflake?** It is expensive and sometimes less flexible for unstructured data **What problems is Snowflake solving and how is that benefiting you?** Data Preparation, training data sets, regulatory data warehouses and for customer analytics the attribution modelling ### 43. Data warehousing made efficiency **Rating:** 5.0/5.0 stars **Reviewed by:** Satya P. | Sr. Data Engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** September 29, 2024 **What do you like best about Snowflake?** Efficient and effective solution for data warehousing. **What do you dislike about Snowflake?** The costing could be worked on a bit more, maybe. **What problems is Snowflake solving and how is that benefiting you?** Can be integrated with me ost of external data source and can be efficiently used for getting insight . ### 44. Scalable and Easy-to-Use Cloud Data Platform **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Enterprise (> 1000 emp.) **Reviewed Date:** December 18, 2025 **What do you like best about Snowflake?** What I like best about Snowflake is its **simplicity and scalability**. It separates compute and storage, which makes performance tuning easy and allows workloads to scale independently. The platform is easy to manage, requires minimal maintenance, and supports fast querying with strong security and data sharing capabilities, making it very efficient for modern data analytics. **What do you dislike about Snowflake?** One drawback of Snowflake is cost management, as usage-based pricing can become expensive if queries and compute resources are not carefully monitored. Additionally, there is limited control over low-level system tuning compared to traditional databases, which can be a challenge for highly specialized performance optimizations. **What problems is Snowflake solving and how is that benefiting you?** Snowflake solves problems related to scalability, data silos, and complex data infrastructure management. By providing a fully managed, cloud-native platform with separate compute and storage, it simplifies handling large and diverse datasets. This benefits me by enabling faster analytics, easier data sharing across teams, reduced operational overhead, and the ability to focus more on data insights rather than infrastructure maintenance. ### 45. Easy to Use with Impressive New Features **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Mid-Market (51-1000 emp.) **Reviewed Date:** May 20, 2026 **What do you like best about Snowflake?** Ease of use is a big plus for me. I also like the new features that have been added, including the Cortex AI capabilities. **What do you dislike about Snowflake?** Nothing else to add right now, except that Snowflake’s pay-as-you-go model can often lead to ballooning costs, and its proprietary features can create significant vendor lock-in. **What problems is Snowflake solving and how is that benefiting you?** No hardware maintenance is needed, and access to diverse data sources is simplified, so teams can focus on analysis ### 46. Powerful platform for handling large data workloads easily ! **Rating:** 4.5/5.0 stars **Reviewed by:** Leonard F. | Cyber Risk Consultant, Mid-Market (51-1000 emp.) **Reviewed Date:** October 22, 2025 **What do you like best about Snowflake?** I like how effortless it is to scale up or down based on workload. Queries run fast and the separation of storage and compute keeps performance consistent even when multiple users are active. The interface is clean and the integration with BI tools like Power BI and Tableau works perfectly for analytics projects. **What do you dislike about Snowflake?** Costs can climb quickly when queries run continuously. Some monitoring options feel limited unless you use external tools. The learning curve for role management is also a bit tricky at first. **What problems is Snowflake solving and how is that benefiting you?** It solved our data silos problem by centralizing everything in one warehouse. Different teams now access the same clean data without duplication. It saves hours each week since we don’t have to export or transform files manually. Collaboration between analytics and engineering teams is smoother which helps deliver reports faster. ### 47. Excellent for Storing and Working with Massive Data Fast **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Logistics and Supply Chain | Mid-Market (51-1000 emp.) **Reviewed Date:** April 09, 2026 **What do you like best about Snowflake?** It is very useful when you need to store very huge amounts of data and work with it quickly **What do you dislike about Snowflake?** Its AI agentic tools are still too naive and not that helpful **What problems is Snowflake solving and how is that benefiting you?** We use it to store many of our datatables, specially the biggest ones and to access them quickly ### 48. While expensive, Snowflake is the most full-featured, flexible, easy-to-use DBaaS on the market! **Rating:** 4.5/5.0 stars **Reviewed by:** Andy M. | Business Intelligence Architect, Mid-Market (51-1000 emp.) **Reviewed Date:** June 27, 2025 **What do you like best about Snowflake?** Incredibly easy to use. Little DB admin work is ever necessary. Ability to scale your compute needs instantaneously. Integrates with a massive list of 3rd party tools. Virtually every SaaS product that can integrate with a DB has a native Snowflake integration. Huge ecosystem of ready-to-serve 3rd party data sources. **What do you dislike about Snowflake?** Snowflake is expensive. It would be helpful if Snowflake integrated AI into the database more to help laypeople with performance tuning, query optimization, warehouse & cost management, etc. An inexperienced user can easy blow a lot of cash in Snowflake - without even realizing it - until the bills come due. **What problems is Snowflake solving and how is that benefiting you?** I run BI for my company and play a big role in data ops as well. Snowflake serves 3 major purposes for me: 1. It is our BI data warehouse. We ingest all our data to Snowflake and present it in Looker (which integrates natively with snowflake) 2. It is our data lake. In addition to ingesting just about any data we can into Snowflake, we use DBT to munge all the data together to produce final tables that we then push out to our 3rd party SaaS apps (e.g. Salesforce, Hubspot, Appcues, Customer.io, Zapier, Python/NodeJS services). 3. It serves as a low-volume transactional DB. Tools like Zapier, Pipedream, and Python/NodeJS services use Snowflake to push & pull transactional data where necessary. ### 49. Intuitive and User-Friendly Experience with Snowflake **Rating:** 4.5/5.0 stars **Reviewed by:** Vallabh P. | Programmer Analyst, Enterprise (> 1000 emp.) **Reviewed Date:** December 17, 2025 **What do you like best about Snowflake?** I find Snowflake to be quite intuitive and user-friendly. The interface makes it simple to locate everything I need. **What do you dislike about Snowflake?** I find the new UI rollout a bit uncomfortable, as I preferred the old layout for organizing things more effectively. **What problems is Snowflake solving and how is that benefiting you?** I work in data integration, and we use Snowflake both for integrating our data and for data warehousing to support our analysis needs. ### 50. Snowflake Handles Big Data Beautifully and Pairs Perfectly with PowerBI **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Enterprise (> 1000 emp.) **Reviewed Date:** April 14, 2026 **What do you like best about Snowflake?** Snowflake consumes big volumes of data and works well with PowerBI to present customized outputs. Data organization and management is handled well by Snowflake! **What do you dislike about Snowflake?** Nothing - Snowflake does exactly what we need! **What problems is Snowflake solving and how is that benefiting you?** Snowflake is receiving data from multiple sources and platforms within the business and presents it together in one format/place. Data management and access control is great. Cost of subscribing and managing is attractive and does not appear to be overpriced. Support from Snowflake is excellent. ## Snowflake Discussions - [What'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=2§ion=pricing&secure%5Bexpires_at%5D=2026-07-17+06%3A18%3A25+-0500&secure%5Bsession_id%5D=72eb19fb-09f1-466b-b356-72fbeafe3b67&secure%5Btoken%5D=6765a49c35bc3596b281fd812a04a47d6f85d0ce9d89714bcd74c12568408328&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 (1,316 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)