Starburst Galaxy

What do you like best about the product?

The best features of Starburst that I like most are its multi-source data access and the performance of the Trino engine. Without needing data migration, queries run super fast and workflows get streamlined. The AI-driven query optimization is an unexpected bonus that helps reduce my workload.

What do you dislike about the product?

Starburst’s pricing feels steep for smaller teams, the advanced setup can be complicated for non-technical users, and the dashboard customization options are fairly limited, which reduces overall flexibility.

What problems is the product solving and how is that benefiting you?

Starburst helped us solve our scattered data problem by enabling centralized queries across cloud, on‑prem, and lakehouses. It reduced our ETL costs, improved query speed, and made our workflows more streamlined and consistent.

What do you like best about the product?

I like that Starburst lets us easily access and query data from multiple sources, simplifying data analysis and improving accessibility. It speeds up insights without having to move data around. I also appreciate its flexibility and performance, as it integrates well with different data sources, which makes it easier for our team to work with data efficiently. The initial setup was fairly straightforward, and I find the documentation and configuration options helpful for getting started. Overall, it’s a reliable and flexible solution that makes working with data from multiple sources much easier.

What do you dislike about the product?

The initial learning curve can be a bit steep for new users. The interface and some advanced configurations could be more intuitive. The interface could be more intuitive by simplifying navigation and making common tasks easier to find. Clearer setup guidance, better documentation, and more straightforward configuration options would also help new users get started faster.

What problems is the product solving and how is that benefiting you?

Starburst lets us access and analyze data from multiple sources in one place, simplifying queries and making analytics faster and efficient. It solves data integration challenges, improving accessibility and enabling insights without data duplication.

What do you like best about the product?

What I like most about Starburst is being able to query data across multiple sources from a single place, without having to move or duplicate anything. It delivers solid query performance and makes it easier for data and analytics teams to access and work with large datasets. I also appreciate its integrations with other data and BI tools, along with the governance and access-control capabilities it provides.

What do you dislike about the product?

The main downside is that Starburst can come with a learning curve, particularly when you’re dealing with more complex queries and configurations. Performance can also be inconsistent with very large datasets or highly complex queries, so some optimization may be necessary. I also feel the documentation could include more practical, hands-on examples for advanced use cases.

What problems is the product solving and how is that benefiting you?

Starburst helps solve the challenge of having data spread across multiple systems, which can make it hard to access and analyze. It lets us query data from different sources in one place without needing to move or duplicate it. That saves time, simplifies analysis, and makes it easier to get the information we need to support faster decision-making.

What do you like best about the product?

useless never used it I only did the review because g2.com asked and they was paying 20 or 25 euros through an ad they sent through linked in I never did any querying on its interface or ui

What do you dislike about the product?

all good I guessdddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddd

What problems is the product solving and how is that benefiting you?

I use Starburst to simplify data access and avoid duplicating large amounts of data, making it easier to run queries and analyze information efficiently.

What do you like best about the product?

What I like most about Starburst is the freedom to query from anywhere. There’s no vendor lock-in, no need to duplicate data, and no waiting around for pipelines to finish. I can just query what I need, right where it already lives. Overall, it feels fast, clean, and simple.

What do you dislike about the product?

If I had to pick worst thing, it would be the combination of cost and complexity. Starburst is a powerful tool, but you don’t really get the best out of it without some setup and tuning. And once people start running lots of heavy federated queries, the usage-based pricing can climb quickly unless you actively monitor it and keep it under control.

What problems is the product solving and how is that benefiting you?

The main issue for us was data fragmentation. Our data was spread across AWS, Snowflake, and on-prem systems, and Starburst brought it together under a single query layer. The benefits were clear: we save hours every week, our storage costs are lower, and we’re not locked into any one vendor. It basically solved our overall data headache in one shot.

Recommendations to others considering the product:

Recommendations not provided in the input.

What do you like best about the product?

The web console and management interface provide clean visibility into cluster health, query execution paths, and resource usage. Navigating the UI makes it straightforward to monitor active workloads, administer fine-grained access control, and manage data products from a single pane of glass without jumping across disparate cloud environments. Good project.

What do you dislike about the product?

Cost and Resource Tuning While the performance is exceptional, optimizing resource consumption and memory limits for massive, highly concurrent federated queries requires deep tuning expertise. Misconfigured queries or missing pushdowns can inadvertently trigger high cloud infrastructure costs. Additionally, enterprise licensing and managed service pricing can scale steeply for smaller teams, making it a platform best suited for large-scale data environments.

What problems is the product solving and how is that benefiting you?

Data Silos and Expensive ETL Pipelines Enterprise data is naturally fragmented across multi-cloud object storage (such as Amazon S3 or Google Cloud Storage), traditional relational databases, and modern data lakehouses (like Apache Iceberg). Starburst solves the core problem of data isolation by serving as a distributed SQL query engine that allows us to query data directly where it lives—eliminating the need to build and maintain complex, brittle ETL pipelines just to run a join.

What do you like best about the product?

I like how Starburst lets me query data from different sources all in one place, making data management much simpler. I also appreciate the flexibility and performance it offers, especially in handling large datasets efficiently. Another thing I find valuable is that it allows working with various data without needing custom integrations, which is neat.

What do you dislike about the product?

I think the learning curve for Starburst is a bit steep; it takes a while to learn.

What problems is the product solving and how is that benefiting you?

I use Starburst to manage and analyze data from different sources in one place, solving the challenge of working with data from different systems. It lets me query everything in one place, handles large datasets well, and allows flexibility without custom integrations.

What do you like best about the product?

What I like most is being able to query disparate data silos with standard SQL without having to move the data. This has significantly reduced data duplication and improved time-to-insight for our analytics team. The managed setup in Starburst Galaxy has been reliable for us, is straightforward to monitor, and scales smoothly with our query workloads.

What do you dislike about the product?

Cost tracking and resource consumption can ramp up quickly if cluster sizing and auto-suspension policies aren’t carefully managed, especially during peak query periods. Dynamic scaling is definitely convenient, but I’d like to see more granular, out-of-the-box cost-allocation and budgeting dashboards at the workspace level to make administrative oversight simpler.

What problems is the product solving and how is that benefiting you?

It addresses the challenge of managing fragmented data architecture and the significant maintenance overhead that often comes with traditional data warehouse migrations.

How it benefits us: By querying data where it resides, we save valuable engineering time, strengthen data governance through unified access controls, and give our team immediate access to live data across all our storage systems.

What do you like best about the product?

Querying data easily.
Single interface to access the data.
Good Security.
Fast speed and performance.
Easy to use and understand. Good guide overall.

What do you dislike about the product?

Honestly, while the speed is great, setting this thing up is a massive headache. The learning curve is brutally steep if you aren’t already an expert in distributed SQL, and the initial configuration feels way more complicated than it should be.

What problems is the product solving and how is that benefiting you?

Few ways :
Zero Data Movement: I don’t have to waste time, bandwidth, or storage space duplicating gigabytes of data just to run an analysis.

One Unified Language: I can fetch, join, and analyze data coming from completely different ecosystems using standard SQL, making cross-platform queries feel seamless.

What do you like best about the product?

I love using Starburst because it makes it easy to run SQL queries, investigate issues, validate changes, and quickly gather information without moving data between systems. It's a useful tool for day-to-day development work and troubleshooting. The query editor is especially easy to use, making it simple to investigate issues and find data. Additionally, the initial setup was quite easy, and I had no issues setting it up. Starburst also provides a more unified way to query data across multiple sources.

What do you dislike about the product?

I find the user interface could be simpler, and better onboarding for new users would be beneficial. It would be helpful if the menus were simpler and user actions were easier to find. Interactive walkthroughs for new users would also be a great addition.

What problems is the product solving and how is that benefiting you?

I use Starburst to query and analyze data across different sources, making it easy to run SQL queries, investigate issues, and gather information without moving data. It offers a more unified way to query data across multiple sources.