---
title: Hex Reviews
meta_title: 'Hex Reviews 2026: Details, Pricing, & Features | G2'
meta_description: Filter 402 reviews by the users' company size, role or industry
  to find out how Hex works for a business like yours.
aggregate_rating:
  rating_value: 4.5
  review_count: 402
  scale: '5'
date_modified: '2026-07-17'
parent_category:
  name: Analytics Tools & Software
  url: https://www.g2.com/categories/analytics-tools-software
---

# Hex Reviews
**Vendor:** Hex Tech  
**Category:** [Analytics Platforms](https://www.g2.com/categories/analytics-platforms)  
**Average Rating:** 4.5/5.0  
**Total Reviews:** 402
## About Hex
Hex is the world’s favorite AI Analytics platform. With Hex, anyone can explore data using natural language, with or without code, all on trusted context, in one AI-powered platform. Get started now \> https://app.hex.tech/signup?source=g2 Get a demo \> https://hex.tech/request-a-demo/?source=g2



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

- Users find Hex **extremely user-friendly** , enjoying seamless integration and fast implementation for data projects. (114 reviews)
- Users appreciate the **seamless integration of SQL and Python** , enhancing their data analysis and visualization experience in Hex. (73 reviews)
- Users praise Hex for its **user-friendly data management** , enabling easy integration and collaboration across multiple databases. (69 reviews)
- Users appreciate the **seamless SQL querying** in Hex, enhancing data analysis with effortless integration and intuitive tools. (66 reviews)
- Users enjoy the **seamless data analysis and interactive capabilities** of Hex, enhancing collaboration and efficiency. (55 reviews)
- Useful (55 reviews)
- Intuitive (48 reviews)
- Users value the **Python support** in Hex, enabling effortless dashboard creation and seamless switching between Python and SQL. (48 reviews)
- User Interface (42 reviews)
- Data Visualization (40 reviews)

**What users dislike:**

- Users highlight **limited features** in Hex, noting constraints in dashboard capabilities and lack of helpful AI tools. (43 reviews)
- Users find **missing features** in Hex, such as inadequate data visualization and lack of saved result tabs. (39 reviews)
- Users note that Hex is **lacking essential features** for dashboarding and computational efficiency compared to competitors. (35 reviews)
- Users experience **slow performance** with Hex, especially in virtual machines and during routine tasks. (28 reviews)
- Users face **data management issues** with Hex, including failures in scheduled runs and challenging notebook debugging. (27 reviews)
- Users find Hex's **limited visualization capabilities** frustrating due to data size restrictions and inadequate filtering options. (26 reviews)
- Users find Hex's **limited customization** options frustrating, hindering its potential as a comprehensive data visualization tool. (24 reviews)
- Notebook Usability (22 reviews)
- Bugs (19 reviews)
- Lack of Customization (19 reviews)

## Hex Reviews
  ### 1. Amazing tool for versatile data wrangling & viz

**Rating:** 5.0/5.0 stars

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

**Reviewed Date:** December 19, 2024

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

I absolutely love how I can query from many sources -- my job typically has large CSVs that are unmanageable in Excel / GSheets, and I love how I can query from both our Snowflake source AND these CSVs. It's been a game changer. I can write complex code and have a digestible format for someone at the end.

**What do you dislike about Hex?**

I've found that some of the visualization options are a bit limited (can't create totals on a pivot table)

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

We have a lot of complex problems on my team that need the end result to be updated regularly and just set aside. Our other tools are either GSheets (manual) or Looker (can't get as complex) -- and Hex is perfect for our use case. I can write very complex code, and "set it and forget it" to populate charts.

  ### 2. I'm using hex to explore data base. I'm not engineer, and it's a good way for me to check things.

**Rating:** 4.0/5.0 stars

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

**Reviewed Date:** January 23, 2025

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

Quite easy to navigate, filter, and create queries. In general fast and easy way to search in data base for not engineers.

**What do you dislike about Hex?**

One little thing. When searchin in table mode it's not possible to easy download results, as it's for code/query. I need to click "table result" which is under "table", and then download. Now I know that but initilly I thought that it's not possible to download results when I search in "table" mode.

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

easy access to DB to search data needed for customer support, or understanding how our platform work from DB perspective. Main benefit to me is that I do not need to ask engineers for help, and I can check data base easily on my own

  ### 3. Easiest querying and BI tool I have used

**Rating:** 5.0/5.0 stars

**Reviewed by:** Jack D. | Finance, Enterprise (> 1000 emp.)

**Reviewed Date:** August 07, 2025

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

Ease of use is unparalleled, and the chaining of logic.

**What do you dislike about Hex?**

The robustness of the data visualization could be better

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

Querying data and visualizing

  ### 4. Sales Leader

**Rating:** 4.0/5.0 stars

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

**Reviewed Date:** March 13, 2025

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

Being able to quickly chain between SQL and Python. Hex is great because I can host, query, visualize, and transform my data all in one place.

**What do you dislike about Hex?**

Lack of table functionality. I feel like Hex would be so much better if I were able to do things like generate subtotals for my group bys.

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

As a sales leader, Hex helps me gather insights that would otherwise be lost in the rigid reporting interfaces of our CRM. Often times, the answers I need are found across multitude of tables, and hex allows me make this cohesive.

  ### 5. Go to tool for data

**Rating:** 4.0/5.0 stars

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

**Reviewed Date:** April 18, 2025

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

Hex makes it easy to write, organize, and share code with my colleagues. It's sleek design makes it easy to find things and keep my work space clean.

**What do you dislike about Hex?**

I use R in hex quite a bit, and hex just doesn't play as nicely with R as it does with python.

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

The number one thing that Hex helps with is making it really easy to share my projects with multiple people. Like google docs for data analysis

  ### 6. Good for Data Science, tricky with cross-functional partners

**Rating:** 3.0/5.0 stars

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

**Reviewed Date:** April 16, 2025

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

- Switching between SQL and Python blocks is seamless
- Components allow for reusable code between analyses
- Ability to store files within project
- Ability to change environment settings when notebook requires more memory
- Dedicated customer support

**What do you dislike about Hex?**

- Adjusting formatting for data tables and visualizations feels clunky
- Hard for non-technical stakeholders to build own reporting
- Kernel keeps timing out

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

- Central notebook tool for analysis 
- Dashboarding – shareout of insights

  ### 7. Intuitive for SQL novices

**Rating:** 5.0/5.0 stars

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

**Reviewed Date:** May 05, 2025

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

It’s super easy for me to collab with my data analysts and create multiple views and charts off of the same query. Excellent tool for PMs! Also the AI magic for SQL query writing is pretty good actually.

**What do you dislike about Hex?**

You do have to know at least some SQL, compared to some tools like Tableau

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

Analyze our data to understand user behavior and make product decisions

  ### 8. Brilliant Tool!

**Rating:** 5.0/5.0 stars

**Reviewed by:** Maks K. | Lead Product Growth Analyst, Information Technology and Services, Mid-Market (51-1000 emp.)

**Reviewed Date:** October 15, 2024

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

Hex keeps surptising me. It just works. It's a powerful tool that's also simple to use. Every time I wonder if I can use Hex to solve my problem, the answer is almost always positive. Love their data visualization tools, the speed of the product, and their AI helper.

**What do you dislike about Hex?**

To be honest, I haven't found any. A couple times, I thought it would be great Hex had xyz features, and soon after the team added them.

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

I use Hex on a daly basis to work with data. I have Hex connected to my data wearhouse, which enables me to pull all my tables and views in seconds, and run sql quearies on top of my data with amazing speed.

  ### 9. Business people friendly data visualization tool

**Rating:** 4.0/5.0 stars

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

**Reviewed Date:** June 23, 2025

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

Ability to pull up charts / trends without going through data to excel

**What do you dislike about Hex?**

you still have to know a fair amount of SQL

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

Ability to access data and turn it into insights at one place.

  ### 10. Pleasant surprise

**Rating:** 5.0/5.0 stars

**Reviewed by:** James G. | Sr Program Manager, Mid-Market (51-1000 emp.)

**Reviewed Date:** October 17, 2024

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

After joining at my current company I first learned about Hex. I had no idea what it was or why people liked it but within minutes of looking at some previous projects I was instantly a fan. Its very smart and intuitive to use. There was one issue that came up where I had to report a bug in my project and the support team resolved it within 24 hours. Impressive!

**What do you dislike about Hex?**

There are some specifics around what you can and can't do with the SQL but usually that's easily discovered by using their docs or playing around a bit.

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

Allows me to create custom reports from a variety of data sources using a mixture of sql, python, and markdown.

  ### 11. Please add calculated fields. Every other BI tool has it

**Rating:** 3.5/5.0 stars

**Reviewed by:** Ivan K. | Data analyst, Mid-Market (51-1000 emp.)

**Reviewed Date:** January 30, 2025

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

Nice interface and easy to write sql queries in sequence

**What do you dislike about Hex?**

Hex doesn't seem to have dynamic calculated fields, which is a huge limitation for me. Yes, there are calculated fields on the row level, but you cannot aggregate then calculate which is available in every other tool I've used. Please add this, it is limiting my analytics

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

It allows me to do deep dive analytics

  ### 12. Hex is a great platform for flexible analysis and dashboards

**Rating:** 5.0/5.0 stars

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

**Reviewed Date:** October 25, 2024

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

I use a combination of SQL and python cells to flexibly generate deep dives and topline metrics dashboards. The scheduling capabilities and SQL writebacks mean that it can even be used as an all-in one analysis pipeline runner. 

If you have used Jupyter notebooks for analysis or even front-ends, you will find all of those capabilities and much more in Hex. 

The templating & input capability makes both statically defined and dynamically defined user input or configuration simple to implement.

Finally, built in visualizations make it very fast to get started with dashboarding.

**What do you dislike about Hex?**

I don't use hex for critical pipelines where a true code repository or more lineage might be required.

Finally, the built in visualizations are limited and don't include any statistical charts (like CI calculation etc). However, you can simply import any python plotting library  you need to develop more complex charts.

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

It has fully replaced notebooks and other front-end dashboards such as looker or looker-studio (formerly datastudio)

  ### 13. Magical analytics experience

**Rating:** 4.0/5.0 stars

**Reviewed by:** Verified User in Hospital & Health Care | Mid-Market (51-1000 emp.)

**Reviewed Date:** August 18, 2025

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

ease to go from analysis to sharing with colleagues in a digestible app

**What do you dislike about Hex?**

can be a little slow at times and notebook format is not for everyone... can get lost in very large notebooks

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

internal analytics. quickly iterating on new explorations

  ### 14. Great Software for Data Analysis and ETL

**Rating:** 5.0/5.0 stars

**Reviewed by:** Timothy J. | Director of Revenue Operations, Small-Business (50 or fewer emp.)

**Reviewed Date:** September 05, 2024

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

The flexibility to easily create ETL processes and stunning visuals without having to install anything, maintain databases, or manage virtual environments and servers. Along with the ability to work for anyone from a serious user of python and SQL to people with no coding experience can all use Hex and benefit from it's ability to explore data.

**What do you dislike about Hex?**

In the lower tiers, where you only have a small or medium python enivorment, it can be a little slow working through some programs.

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

Hex makes it simple to pull data from all over the place with direct integrations to platforms like Snowflake and Google, as well as the ability to create API connections to many more platforms, Hex allows for a central location to analyze and transform data for internal processes that dramatically reduces the time and effort involved.

  ### 15. There are some features that make it difficult to use with big data

**Rating:** 3.0/5.0 stars

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

**Reviewed Date:** January 23, 2025

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

Easy for non technical folks to interact with data (but even this could be more intuitive)

**What do you dislike about Hex?**

Limitations of filters on big data and the default null settings. Filters on big data - you can't have more than 10,000 categories in a multi select drop down filter - this prevents a viewer of the dashboard from being able to search all of our organizations. Default null values - nulls being automatically dropped in the filetering process (requiring coalescing and casting as string of the variables) makes it pretty tiresome to validate for missing data.

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

It replaced tableau for us because tableau and GCP link was clunky.

  ### 16. So easy to use

**Rating:** 4.0/5.0 stars

**Reviewed by:** Scott C. | Customer Success, Small-Business (50 or fewer emp.)

**Reviewed Date:** June 18, 2025

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

I'm not the most technical user, but getting up and running was easy

**What do you dislike about Hex?**

The AI could be improved upon, but I've heard that's coming

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

Making data accessible to non-technical stakeholders

  ### 17. Hex makes my life a lot easier

**Rating:** 5.0/5.0 stars

**Reviewed by:** Jose R. | Data Analyst, Mid-Market (51-1000 emp.)

**Reviewed Date:** August 02, 2024

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

1. I am a Data Analyst who also serves as Hex admin/support for the team. Hex makes it easier to collaborate with cross-functional stakeholders (Marketing, Product, Data, etc). It's like having the best of Streamlit, Jupyter Notebooks, etc. in one easy-to-use platform. I probably use Hex at least once a day because it is so easy to integrate into my workflow. 
2. The data viz capabilities are a huge advantage when I want to set up a quick investigation and not have to rely on plotly/seaborn/etc. 
3. The export-to-csv feature is great. I can setup a query and stakeholders DL the data directly.
4. I haven't interacted much with customer support, but they seem great.

**What do you dislike about Hex?**

1. I don't use the AI features in Hex because I don't trust it. Our data domain knowledge is very siloed and nuanced. 

**TBH, I'd MUCH rather use gen AI to help me write in Hex, summarize notebooks, and help me find a compelling narrative for the work I've done. I'd also much rather have AI in Hex's search features to remind me of, for example, work I've already done that could help me solve something new. In other words, I'd love for gen AI to be my research assistant, rather than a "SQL coding  co-pilot". ** 

2. The search functionality is seriously lacking. I know there were improvements recently, but I still find it difficult to find old notebooks that had to do with a particular topic. 

3. The Git export feature is nice, but it's missing some features that could make it exceptional. It would be great to comment directly on folks' code, like in Github, rather than in unformatted Comments.

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

- Collaboration between Data and Product/Dev/Marketing teams 
- Dashboards for Product teams
- Serving version-controlled target lists for Marketing
- QA production 
- Split test evaluation

  ### 18. Good but slow

**Rating:** 4.0/5.0 stars

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

**Reviewed Date:** September 04, 2025

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

It is very powerful with a lot of capabilities

**What do you dislike about Hex?**

It is very slow to run sql queries it takes a lot of time to load

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

Data analytics

  ### 19. The Most Delightful Data Science and Analytics Notebook Ever

**Rating:** 5.0/5.0 stars

**Reviewed by:** Joel S. | Senior Data Scientist, Mid-Market (51-1000 emp.)

**Reviewed Date:** July 23, 2024

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

Hex combines a polyglot SQL/python development environment (pre-loaded with all of the most useful python libraries, by the way) with native visualizations and input widgets.  This is the magic sauce; data scientists can both experiment and deploy models to users in one go!  I no longer waste my time with Jupyter, setting up environments, and the like.  And Colab has nothing on the Hex UX.  Couple that with the version control, governance, and knowledge management/discovery features of the Hex workspace, and forget it.  It's just an incredible value for the monthly subscription.

**What do you dislike about Hex?**

Native charting features are limited to the basics (bars, columns, lines, pies, histograms), but I notice this getting better over time.  What isn't native can be produced with any python data viz library under the sun.

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

The two main problems it solves are: 1.) provided a knowledge management and discovery platform for my team, and 2.) allowing us to serve analytics to end users directly with/next to the logic and code.  It just simplifies what is otherwise a complex data product supply chain.

  ### 20. Great tool for mildly technical users to generate visualization / analytics

**Rating:** 4.5/5.0 stars

**Reviewed by:** Verified User in Hospital & Health Care | Mid-Market (51-1000 emp.)

**Reviewed Date:** December 16, 2024

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

It's perfect for me to combine some SQL and easy clicking -- I know some python but don't get it to use it much because am in an exec role; so when I need to plot some stuff for exploratory purposes / business analytics or generate a quick custom graph for a customer, ggplot and loading visualization libraries is going to take an annoyingly long time; and exporting to excel / google sheets and generating graphs isn't replicable for the future.  SQL and then generating a graph inside Hex is perfect (Tableau and others hide the raw data too much and sometimes SQL is just the easiest way to pull the data in the format I want).  I use it daily.

**What do you dislike about Hex?**

Could be better from a "company KPI command center" or "customer dashboard" standpoint.  I don't remember why, but we considered using it for customer facing apps and went with a different solution. 
 Not sure if it was white labeling or version control / github.

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

for me specifically, mostly business analytics.  we are also using it for generating reports.  aren't using it as an ML platform because ability to generate alerts from hex is limited.

  ### 21. Hex is great for data science!

**Rating:** 5.0/5.0 stars

**Reviewed by:** Cat W. | Data Engineer, Mid-Market (51-1000 emp.)

**Reviewed Date:** October 03, 2024

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

Hex has been a game changer for showing data driven insights to my team. I use it every day. I like that you can integrate any python package and create a dashboard for your whole team to see in minutes. The environment size choices make it so I can run large queries without worry on hex.

**What do you dislike about Hex?**

Sometimes the UI can be a bit tricky to navigate. It took me a while to figure out how to get the inputs in the format I wanted and how to customize the app to run different cells at different times.

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

We use hex to monitor errors and find business learnings from our clients.

  ### 22. Hex is the tool that just brings harmony to our team

**Rating:** 5.0/5.0 stars

**Reviewed by:** Sid S. | Software Engineer, Small-Business (50 or fewer emp.)

**Reviewed Date:** October 15, 2024

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

Hex does a arguably our company could set up ourselves, but without any of the trouble or headache. It's so convenient to share notebooks and switch between Python and SQL seamlessly. I cannot recommend the ease of use more highly!

**What do you dislike about Hex?**

The only issue I've had with Hex is memory issues, crashing my Chrome tabs, but the size of data I was trying to work on was huge.

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

We just needed an easy way to set up and share Python notebooks that pull from our AWS databases. Hex accomplishes this perfectly, and even has more features that we're just beginning to dive into.

  ### 23. Hex is a great all encompassing Data Science Platform

**Rating:** 5.0/5.0 stars

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

**Reviewed Date:** November 14, 2024

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

I like how easy it is to work with our snowflake data in here.  We are able to then take that data from snowflake, create a worksheet in hex, and get the results to spit out into a user friendly format in Powerpoint.  Fantastic integrations.

**What do you dislike about Hex?**

Often times the line that is referenced as where the error is in the code, isn't actually the line.  If this could get fixed, it would be incredible.

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

Hex is helping us streamline common analyses that we do, so that we only have to change a filter or two at the top of the worksheet to change a date range or a client that we are looking to analyze, and ultimately deliver a great analysis in minutes rather than hours

  ### 24. Very Great Analytics tool for collaboration and speed of Ad Hoc Analysis

**Rating:** 4.0/5.0 stars

**Reviewed by:** Cam E. | Lead Data Analyst, Mid-Market (51-1000 emp.)

**Reviewed Date:** January 16, 2025

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

It is very easy to collaborate and work though problems in an iterative manner

**What do you dislike about Hex?**

Tool can be finnicky and can have weird problems that without rhyme or reason. I don't like switching between dataframes and Snowflake environment when I have to work through an analysis that combines the two

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

Reporting and analysis with speed and iteration

  ### 25. Easy to use,  great note tool and app

**Rating:** 4.0/5.0 stars

**Reviewed by:** Shmaya S. | Accountant, Small-Business (50 or fewer emp.)

**Reviewed Date:** May 29, 2025

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

The easy to use and the functions it has

**What do you dislike about Hex?**

limited design functionality,  like color and borders etc.

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

Getting a ton of different queires in one page

  ### 26. Lets me go where my mind takes me

**Rating:** 5.0/5.0 stars

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

**Reviewed Date:** September 18, 2024

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

While Hex can be used for a lot of things, what it really does well for me is to allow me to explore. To be creative and playful with data, while never loosing track of the big picture.

Granted, most things Hex does can be done in a Jupyter Notebook, but the effortlessness with which you can do them in Hex, the ease of sharing your creations, is what really sets it apart for me.

It also encourages you to do less in every step, so instead of creating 100 lines of complicated SQL you are more likely to create 5 lines that build on 5 lines that build on 5 lines, with super easy ways of viewing the impact of your code along the way.

I use Hex both for prototyping modelling, that will later be productionised using dbt, but also to create initial versions of dashboards and charts.

**What do you dislike about Hex?**

Because it is so easy to create and experiment in Hex, projects tend to become quite big and complex fast, unless you are good at tidying up as you go.

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

Hex is making potentially complicated things easy, which allows me to focus on the actual challenges with my data, instead of how challenges with my infrastructure or tooling.

  ### 27. Fantastic tool for data explorations and customer-facing prototypes

**Rating:** 5.0/5.0 stars

**Reviewed by:** Katie R. | Head of Data, Small-Business (50 or fewer emp.)

**Reviewed Date:** July 02, 2024

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

This product was clearly built by real data practitioners who had a strong vision for the tool they wished they had in previous roles and were skilled enough to manifest it. It has a solid feature set, while still being straightforward and easy to onboard new users onto. I love that it facilitates such a broad range of data tasks. We use it for various tasks from early exploration and experimentation with our data, all the way to powering apps that I feel good about sharing externally. It's very easy to connect to new data sources. There's a fantastic community around the tool as well, so it's easy to find help when needed.

**What do you dislike about Hex?**

We have hit a few minor bugs (ex: columns collapsing while using a multiindex pandas dataframe). Nothing that blocked our usage, but just things that impacted the user experience a bit. The team's rapid releases of new features caused these to be resolved quickly. But the rapid releases also may contribute to the mild fear I have of these bugs being introduced into a customer-facing tool.

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

Bringing lots of data workflows into a single tool. Enabling more collaboration in data projects. Providing an easy-to-use tool that also has all the functionality of python. These are critical problems for a data practitioner and having them solved by Hex makes my life much easier.

  ### 28. Hex: A tool every company needs to understand their data

**Rating:** 5.0/5.0 stars

**Reviewed by:** Alexandra H. | Software Engineer, Mid-Market (51-1000 emp.)

**Reviewed Date:** June 27, 2024

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

I love how easy Hex workbooks are set up for collaborative work! If Jupyter notebook and Google Drive had a baby, then it would literally be a Hex workbook. The product is nicely laid out and appropiately featured to analyze data and the ability to collaborate with teams on workbooks is super amazing. Hex workbooks are super easy to set up and I've pretty much been working in them every day. Hex workbook also supports a lot of different integrations like Snowflake so it makes it really easy to pull in your data from places like that.

**What do you dislike about Hex?**

I wish Hex workbooks were available for personal use accounts for hobbies. It's in the hobby work where I learn how to do more things with Hex workbooks which then translates to me knowing how to do more with Hex workbooks at work.

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

Hex Technologies addresses the problem of data visibility and data translation. The software makes it easy to transform your data in a more visual friendly way.

  ### 29. A Swiss army knife for data analytics

**Rating:** 5.0/5.0 stars

**Reviewed by:** Uri N. | CPO & Co-Founder, Mid-Market (51-1000 emp.)

**Reviewed Date:** June 26, 2024

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

Hex is very simple to use, yet very powerful.
Probably its best feature is its ability to combine data from multiple sources. We use MySQL, Snowflake, S3 files, local files and more. 
Coding in Python provides super powers where writing SQL is just too complex.
Building the dashboards by using multiple data-frames makes the logic of building the dashboard easier to understand, debug and maintain as opposed to writing big long queries.
It's integrated AI helps a lot. While I mostly use ChatGPT, I do find myself using Hex AI quite often.

**What do you dislike about Hex?**

I can't easily share reports outside the org without creating a dedicate app per customer. Ideally I could have created on app with a filter and share the report with the filter locked.
The editor sometimes have minor bugs, but it seems that those are being fixed within a short time.

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

We are a very data-driven organization. Hex allows us to easily answer data questions using SQL and Python. Share it internall with relevant stakeholders and create transparency around our data and decision making processes.

  ### 30. Very cool platform

**Rating:** 4.5/5.0 stars

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

**Reviewed Date:** May 21, 2025

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

Being able to use python and SQL together

**What do you dislike about Hex?**

Lack of flexibility with regard to app features

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

Ad-hoc reports and user friendly apps

  ### 31. Backend flexibility in exchange for frontend polish

**Rating:** 3.5/5.0 stars

**Reviewed by:** Finian L. | Senior Data Analyst, Mid-Market (51-1000 emp.)

**Reviewed Date:** August 02, 2024

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

Overall, its quick and easy to create content. Hex acts as a generalist BI and analysis tool, good at many many things, but excellent at none.
As an analyst, Hex is quite flexible in its ability to mix languages (SQL, python, R) and no-code elements (tables, charts, markdown), and more. Similarly, its very easy to integrate multiple data sources across databases.

**What do you dislike about Hex?**

When creating apps, their is a bit of "polish" that is lacking, in the visuals, pressentation, and end-user experience. When creating notebooks, setting up and using multiple data connections can be confusing. Collaboration with other analysts is possible, but not seamless.

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

Looker has high setup costs to create new content. Other tools, like snowflake and dagster, aren't friendly to non-technical users and lack solid visualization capabilities.

  ### 32. Best analysis tool but makes the system slow

**Rating:** 5.0/5.0 stars

**Reviewed by:** Diganta D. | Lead Fraud and Risk Data Analyst, Enterprise (> 1000 emp.)

**Reviewed Date:** June 10, 2024

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

I like how easy it is to use SQL and python both on the same dataset or dataframe, which make data analysis and data exploration really easier. Also I like how the schema of the database are easily displayed in the sidebar which is very useful

**What do you dislike about Hex?**

Hex consumes maximan memory of any tabs opened in the browser. Almost 50% of the browser memory is consumed by Hex tabs only which slows down my system.

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

In my opinion hex is providing all in one data analysis solution where you can use tools of your choice (e.g., SQL or python) to carry out your analysis. Also you can easily chose the environment small, medium or extra large for your analysis requirement which otherwise would have done from the cloud provider which could take more time due to company to company cloud instance policy. Also sharing the notebook, publishing dashboards, version control these are also really helpful and intuitive than other platform. So in my opinion Hex is Jupyter Notebook+ SQL Playground + Database dictionary (with the help of integretion for example DBT) + Github + Vizualization tool.

  ### 33. easy to use Most of the time

**Rating:** 5.0/5.0 stars

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

**Reviewed Date:** May 22, 2025

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

easy to use, i like the output of a sql box can be named into a dataframe

**What do you dislike about Hex?**

the icons are too small
drag and drop are hard to use
some times i am done with the cell but cant seem to "exit" out -> REAL annoying

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

quick dashboard and debugging tool

  ### 34. I enjoy working in Hex, it's easy and fast and the UI is intuitive

**Rating:** 4.5/5.0 stars

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

**Reviewed Date:** October 30, 2024

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

I'm able to both do things visually and also code inside a highly responsive web app.  It is so much faster than looker and feels snappy.

**What do you dislike about Hex?**

On larger projects, especially where i'm writing more python I wish there was a good way to do this locally or a hybrid set up where I can code in say vim where I have so much tooling set up to run commands, do linting, write tests, etc.  Instead what I end up doing is writing it all in vim and then copying it over to Hex once I'm ready for that "build and run" step.  It be great if instead there was a better workflow here.  I'll admit this is only about 10% of my projects but takes up 25% of my time.

Type ahead mostly works for simple sql but for CTEs and more complex cross-snowflake joins, i don't always get a typehead.

Ya'll are missing a good search.  In our current looker set up, we save a lot of 'views' in github which makes finding existing queries so easy.  In hex, i almost never discover how to do something and instead rely on old looker boards.  Reusable widgets is really the missing feature.

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

Everything from day to day engineering questions to business metrics and forecasting

  ### 35. HEX overall it's an great tool that helps me to build visual tool quickly and easily

**Rating:** 4.0/5.0 stars

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

**Reviewed Date:** September 11, 2024

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

* it combines the db(data) and pyhton(live calcuation) and visual components in one plase. This great speed up to build an something (compare than tradiational way)
* it has reivew process, that we could eaisily control the change of the application in HEX

**What do you dislike about Hex?**

It's not dislike, but i think there is more feature could be add, like when i worked on report thing, i want python live caulcation something then let's member be able to download that file python writing in file directly. However, i know that is hard to do for now

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

it helped me to build an tool quickly
Most of case to build an tool it need data (from db), live calcuation (python) and visual conponents (to allow anyone could use that tool)
Hex makes all in one place, and easy to use.

  ### 36. Very positive; would appreciate onboarding videos/FAQ pages or more obvious error tagging

**Rating:** 5.0/5.0 stars

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

**Reviewed Date:** March 13, 2025

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

I love the visualizations it makes! It makes it very easy to share insights with my team.

**What do you dislike about Hex?**

I don't like the current error tagging system - I often write my code elsewhere then paste it into Hex and I'd prefer to do it all in Hex; I also wish the charts were more configureable (but this is second to error tagging)

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

We use Hex to visualize data and share these charts amongst the leadership team in order to make better business decisions

  ### 37. A Wonderful Tool for Mid Sized Data Science Teams

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Primary/Secondary Education | Mid-Market (51-1000 emp.)

**Reviewed Date:** October 23, 2024

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

Cloud based notebooks which allow apps for stakeholders, easy graphing, chron jobs, and integrations with DBT and Snowflake.
Hex is as good as python/R notebooks can get. Their integration with Snowflake is fantastic, both reading and writing.
Hex lets your data scientist easily make graphs and apps for your stakeholders, greatly speeding up collaboration.
Support is fantastic.
Hex's product team really understands their users.
Implementing a Snowflake connect is only a few minutes, then all team members can connect to snowflake.

**What do you dislike about Hex?**

Hex is ideal until you get into heavy ML OPs or need GPUs to train your models.
It's a notebooks based tool, you'll need something else to do serious ML.

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

Hex lets us deploy medium weight algorithms really quickly.
It lets us collaborate using version control notebooks.
And Hex lets us connect to Snowflake directly vs using SQL Alchemy etc.

Hex makes sharing data science insights with stakeholders really easy. Our data scientists don't have to go into another visualization tool.

  ### 38. Hex review

**Rating:** 4.0/5.0 stars

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

**Reviewed Date:** August 23, 2024

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

Overall it's easy to use and helps me do analyses faster than if I were using just a regular jupyter notebook or a dashboarding tool.

In particular, I like the cell dependencies so that I don't have to go through all the things I want to rerun manually (though it is a bit of a blessing and a curse at times) and I also like writeback cells

**What do you dislike about Hex?**

The Magic/AI functionality isn't very helpful.
If I want to fix a bug or am looking for some starter code, I typically find more luck in using another AI tool for help and then copy pasting the results in.

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

It allows me to quickly analyze and visualize data using a combination of SQL and python. If these analyses were done in a regular jupyter notebook or our dashboarding tool, it would likely take me longer.

  ### 39. Hex: Streamlined Workflow and Powerful Integrations

**Rating:** 4.5/5.0 stars

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

**Reviewed Date:** November 15, 2024

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

Hex has made my work remarkably easier. The workflow is seamless, allowing me to effortlessly query data from Snowflake, transform it, and write it back. Scheduling Python workflows is simple, and the visualization features are impressive, offering clarity and flexibility. It’s easy to use and integrates smoothly with the tools I rely on daily.

**What do you dislike about Hex?**

Optimizing published apps performance would make Hex even more powerful.

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

Its integration with Snowflake and easy scheduling for Python workflows help automate repetitive tasks, keeping data fresh and reducing manual work. The visualization capabilities enhance data storytelling, making insights clear and easy to share with stakeholders.

  ### 40. Review from a Data Scientist

**Rating:** 4.0/5.0 stars

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

**Reviewed Date:** March 25, 2025

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

The notebooks always look very clean, and it allows to create dashboards that combine different sorts of coding.

**What do you dislike about Hex?**

Some simple custom operations are not available such as WoW calculations.

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

Creating visualizations based on custom queries

  ### 41. Good Data Science Toolkit

**Rating:** 4.5/5.0 stars

**Reviewed by:** Jay C. | Head of AI and Data Science, Mid-Market (51-1000 emp.)

**Reviewed Date:** November 04, 2024

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

Intuitive user experience, the engineers here have gone out of their way to ensure that processes are as smooth as possible. Also easy to integrate with data sources.

**What do you dislike about Hex?**

Lack of specific control on their UI - the boxes are what they have, we don't have any way to modify it so that it looks better or cooler.

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

Fast to deploy quick applications to surface data insights.

  ### 42. Really good data workspace

**Rating:** 4.5/5.0 stars

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

**Reviewed Date:** October 28, 2024

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

It's a really nice interface and I love how I get essentially a really nice Jupyter notebook with a lot of the packages I need already installed while being able to switch between Python and SQL as needed.

**What do you dislike about Hex?**

Hex Magic (their built-in AI tool) is not that great and I often find myself using Claude or ChatGPT instead to find more efficient solutions to my questions.

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

It really just speeds up data analysis because it integrates really well with all of our systems and is a really flexible tool. Saves me a bunch of time with visualization as well when for simple dashboards.

  ### 43. Way better than Jupyter

**Rating:** 4.5/5.0 stars

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

**Reviewed Date:** March 13, 2025

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

Great product with a lot of thoughtful functionality

**What do you dislike about Hex?**

Could use some improved features to get on the level of Google Sheets in terms of ease of use and flexibility

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

Mostly as a data science notebook

  ### 44. Great Space for Data Analysis

**Rating:** 4.5/5.0 stars

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

**Reviewed Date:** November 07, 2024

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

It's made life so much easier than jumping between Looker, Snowflake, and Google Sheets to analyze and visualize data. The ability to combine python and SQL so seamlessly is so nice. It has become my go to data analysis tool.

**What do you dislike about Hex?**

Magic is still a WIP, and I find myself avoiding it at times. Also the visualizations lack in the ability to customize and do certain calculations that limit the tool as a full replacement for something such as Tableau or Looker.

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

A single place to analyze and visualize data which can be used for collaboration with others

  ### 45. Lot of MVP features, but could use more polishing

**Rating:** 3.0/5.0 stars

**Reviewed by:** Madison K. | Data Scientist, Enterprise (> 1000 emp.)

**Reviewed Date:** September 26, 2024

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

I love the ability to utilize both Python and SQL, as well as variabels and caching. There is a lot of foundations in place that make it a tool where there is potential to scale and do a lot more without restriction

**What do you dislike about Hex?**

Because everything is so foundational, I wish HEX was able to be "smarter" and adjust visuals / allow for displaying aggregations calculated in the visual rather than having to code it all out.

For adjusting visuals, things like being smarter about data labels moving to not overlap or adding more labels upon hover would be nice

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

Python usage within SQL, this helps when I need to use functions for experimentation or perform more complex aggregations.

  ### 46. Hex is great for my workflow

**Rating:** 4.5/5.0 stars

**Reviewed by:** James M. | President, Enterprise (> 1000 emp.)

**Reviewed Date:** December 03, 2024

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

I can do all my analysis in one place. I can send stakeholders analyses quickly in a nice package

**What do you dislike about Hex?**

Sharing static copies and embedding info in google slides is not a feature

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

Hex allows me to simplify my workflow and keep consistent analyses over time

  ### 47. Great for basic notebook development and dashboard deployment

**Rating:** 3.5/5.0 stars

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

**Reviewed Date:** October 23, 2024

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

Really strong capabilities in publishing dashboards and sharing across organizations. Notebook interface is easy to understand. Ability to schedule runs is also very useful

**What do you dislike about Hex?**

There is some missing functionality around project management, like organizing various projects. I cannot remove a project from collections from the projects page. Additionally, the notebook editing takes some getting used to having come from VSCode

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

Data visualization, dashboard repository

  ### 48. Hex is a great affordable tool for Python and SQL.

**Rating:** 4.0/5.0 stars

**Reviewed by:** Raymond Z. | Data Analyst III, Small-Business (50 or fewer emp.)

**Reviewed Date:** April 04, 2023

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

I like that it is easy to connect databases, easy to code in both SQL and Python, and allows for dashboard capabilities. Support is also very responsive.

**What do you dislike about Hex?**

Hex has lacks the run all below/above function which causes buggy notebooks sometimes. The dashboard feature is great but it also limited. Writing to databases isn't easy so the alternative is to store data in in google sheets.

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

Hex solves the dashboard capabilities. It also solves databased connection and ease of Python/SQL integration in a Python IDE environment.

  ### 49. Hex is a powerful tools to find data logs of any particular event and easily customisable

**Rating:** 5.0/5.0 stars

**Reviewed by:** Saurav Mosses A. | Support Agent, Mid-Market (51-1000 emp.)

**Reviewed Date:** November 23, 2024

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

It can be customized as per the organizational needs, is easy to use, and very helpful in viewing data logs

**What do you dislike about Hex?**

Delay in updating the data, frequent glitches, and data loading time

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

Recording data, helping in analysing root cause and helping with accurate data

  ### 50. A flexible, powerful, and delightful notebook & data app experience, with some quirks

**Rating:** 4.0/5.0 stars

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

**Reviewed Date:** June 29, 2024

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

* Language/tool agnostic approach to notebooking makes hex notebooks magnitudes more fun to use than traditional notebooks. You can go from python to SQL to pivot tables and not have to leave the tool, streamlining data analysis or transformation processes
* Graph based approach and variable lineage is a big step forward. No more rerunning your full notebook from scratch every time something in the pipeline changes.
* Data apps are highly customizable, beyond what is possible with traditional BI tools
* Surprising breadth of features and optionality for a young-ish product

**What do you dislike about Hex?**

* Hard to navigate larger notebooks of more than a hundred cells
* Limited visualization options compared to a true BI tool or spreadsheet
* Many features locked behind higher priced plans
* Learning curve
* Occasional downtime

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

* Solving the issue of having to move between many different tools for analytics processes
* Solving the issue of copy/pasting data between databases, spreadsheets, docs


## Hex Discussions
  - [What is Hex Technologies used for?](https://www.g2.com/discussions/what-is-hex-technologies-used-for)

- [View Hex pricing details and edition comparison](https://www.g2.com/products/hex-tech-hex/reviews?page=5&section=pricing&secure%5Bexpires_at%5D=2026-07-18+01%3A46%3A12+-0500&secure%5Bsession_id%5D=cea13427-dffd-4ebd-be2e-a41811a662f7&secure%5Btoken%5D=93c3602b3de3180a45ab3d3b0b0b34a8a2f394147116ee32321b4cfd174e6509&format=llm_user)
## Hex Integrations
  - [Agentforce Sales (formerly Salesforce Sales Cloud)](https://www.g2.com/products/agentforce-sales-formerly-salesforce-sales-cloud/reviews)
  - [Amazon Athena](https://www.g2.com/products/amazon-athena/reviews)
  - [Amazon Redshift](https://www.g2.com/products/amazon-redshift/reviews)
  - [Amplitude Analytics](https://www.g2.com/products/amplitude-analytics/reviews)
  - [Claude Code](https://www.g2.com/products/anthropic-claude-code/reviews)
  - [Cursor](https://www.g2.com/products/cursor/reviews)
  - [dbt](https://www.g2.com/products/dbt/reviews)
  - [Gemini Enterprise](https://www.g2.com/products/google-gemini-enterprise/reviews)
  - [GitHub](https://www.g2.com/products/github/reviews)
  - [Google Cloud BigQuery](https://www.g2.com/products/google-cloud-bigquery/reviews)
  - [Google Workspace](https://www.g2.com/products/google-workspace/reviews)
  - [GPT for Work](https://www.g2.com/products/gpt-for-work/reviews)
  - [HubSpot Marketing Hub](https://www.g2.com/products/hubspot-marketing-hub/reviews)
  - [Jira](https://www.g2.com/products/jira/reviews)
  - [Looker](https://www.g2.com/products/looker/reviews)
  - [Mailgun](https://www.g2.com/products/mailgun/reviews)
  - [Microsoft SQL Server](https://www.g2.com/products/microsoft-sql-server/reviews)
  - [MotherDuck](https://www.g2.com/products/motherduck/reviews)
  - [Notion](https://www.g2.com/products/notion/reviews)
  - [PostgreSQL](https://www.g2.com/products/postgresql/reviews)
  - [Retool](https://www.g2.com/products/retool/reviews)
  - [Slack](https://www.g2.com/products/slack/reviews)
  - [Snowflake](https://www.g2.com/products/snowflake/reviews)
  - [Supabase](https://www.g2.com/products/supabase-supabase/reviews)
  - [Typeform](https://www.g2.com/products/typeform/reviews)
  - [Zapier](https://www.g2.com/products/zapier/reviews)

## Hex Features
**Reports**
- Reports Interface
- Steps to Answer
- Graphs and Charts
- Score Cards
- Dashboards

**Functionality **
- Ease of Use
- File Management
- Multi-Language Support
- Customization
- Straight-Out-the-Box Functionality
- Help Guides
- Patching & Updates

**System**
- Data Ingestion & Wrangling

**Data Preparation**
- Connectors

**Data Connectivity and Prep - Agentic Analytics**
- Data Source Connectivity
- Automated Data Preparation

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

**Model Development**
- Feature Engineering

**Data Modeling and Blending**
- Data Querying
- Data Filtering
- Data Blending

**Autonomous Insight Generation - Agentic Analytics**
- Continuous Pattern Detection
- Multi‑Step Reasoning
- Predictive & Prescriptive Analytics

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

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

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

**Interaction and Workflow - Agentic Analytics**
- Natural Language Query and Conversational Analytics
- Action Triggering & Workflow Orchestration
- Explainability & Audit Trails

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

**Agentic AI - Analytics Platforms**
- Autonomous Task Execution
- Multi-step Planning
- Cross-system Integration
- Adaptive Learning
- Natural Language Interaction
- Proactive Assistance
- Decision Making

**AI Agent Management - Agentic Analytics**
- Agent Configuration & Goals
- Continuous Learning & Feedback

**Self Service **
- Calculated Fields
- Data Column Filtering
- Data Discovery
- Search
- Collaboration / Workflow
- Automodeling

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

**Deployment & Integration - Analytics Platforms**
- No-code Dashboard Builder
- Report Scheduling and Automation
- Embedded Analytics and White-labeling
- Data Source Connectivity

**Advanced Analytics**
- Predictive Analytics
- Data Visualization
- Big Data Services

**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

**Performance & Scalability - Analytics Platforms**
- Large data handling and Query Speed
- Concurrent User Support

**Advanced Analytics & Modeling - Analytics Platforms**
- Data Modeling and Governance
- Notebook and Script Integration
- Built-in Predictive and Statistical Models

**Agentic AI Capabilities - Analytics Platforms**
- Auto-generated Insights and Narratives
- Natural Language Queries
- Proactive KPI Monitoring and Alerts
- AI Agents for Analytical Follow-ups

**Personalized Intelligence - Analytics Platforms**
- Behavioral Learning for Contextual Query Refinement
- Role-based Insight Personalization
- Conversational and Prompt-based Analytics

**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 Hex Alternatives
  - [Tableau](https://www.g2.com/products/tableau/reviews) - 4.4/5.0 (3,663 reviews)
  - [Mode](https://www.g2.com/products/mode-mode/reviews) - 4.5/5.0 (319 reviews)
  - [Deepnote](https://www.g2.com/products/deepnote/reviews) - 4.5/5.0 (379 reviews)