G2

Pankaj K.

Business Analyst

Enterprise (> 1000 emp.)

5/28/2026

"Easy, Efficient Data Extraction with Clear Database Insights"

4.5/5

What do you like best about Snowflake?

Snowflake lets me extract data easily and efficiently, and its clear UI/UX makes it simple to navigate while understanding the structure of databases and tables. It also integrates smoothly with the other tools we use, which helps streamline workflows and boosts overall productivity. In my experience, performance remains strong even with large datasets, and being able to scale resources up or down as needed adds solid value for the pricing. Onboarding is straightforward, with helpful documentation and support available whenever I need it. On top of that, Snowflake’s AI and intelligent features improve data analysis and make it easier to surface meaningful insights quickly. Review collected by and hosted on G2.com.

What do you dislike about Snowflake?

At times, Snowflake’s UI/UX feels a bit unintuitive when I’m working with complex queries, particularly if I’m leaning on the built-in AI features. The AI can occasionally produce incorrect code or fail to identify the right tables, which hurts productivity and adds extra rework. Integrations are generally solid, but when something breaks between tools, troubleshooting can be time-consuming. Overall performance is usually good, yet inefficient AI-generated queries can still slow things down. From a pricing perspective, those inefficiencies may translate into higher compute costs, which then impacts overall ROI. On top of that, onboarding into more advanced features—especially the AI capabilities—can be challenging, and the available support or documentation doesn’t always fully cover these edge cases. Review collected by and hosted on G2.com.

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

Snowflake helps address key business challenges by making it easier to manage and analyze large volumes of data efficiently. Its intuitive UI/UX simplifies exploring datasets and understanding database structures, which boosts productivity in everyday work. The platform’s strong integrations with other tools also streamline data pipelines and support smooth collaboration across teams. From a performance standpoint, Snowflake runs large-scale queries quickly and can scale resources on demand, delivering consistent results as data needs grow. This scalability can also improve pricing and ROI, since you’re able to optimize costs based on actual usage. In addition, the onboarding experience and available support make it relatively straightforward to get started and gradually adopt more advanced features. Lastly, its AI and intelligence capabilities help with query generation and data analysis, accelerating insights while reducing manual effort. Review collected by and hosted on G2.com.