--- 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: '2026-07-13' 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 enjoy the **user-friendly ease of use** of Hex, making integration and setup smooth and efficient. (114 reviews) - Users appreciate the **seamless integration of SQL and Python** in Hex, enhancing their analytical experience significantly. (73 reviews) - Users appreciate the **seamless data integration** and intuitive tools of Hex, enhancing collaboration and analysis efficiency. (69 reviews) - Users appreciate the **seamless integration of SQL and Python** in Hex, enhancing their analytical experience efficiently. (66 reviews) - Users appreciate the **seamless data analysis capabilities** of Hex, combining ease of use with powerful tools for collaboration. (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 express concerns about Hex's **limited features** , finding them insufficient compared to more robust BI tools. (43 reviews) - Users note the **missing features** in Hex, such as saved query results and improved data visualization options. (39 reviews) - Users feel that Hex's **lack of essential features** hinders its dashboarding capabilities and overall effectiveness. (35 reviews) - Users experience **slow performance** in Hex, especially in virtual machines, impacting usability and functionality. (28 reviews) - Users face **data management issues** with Hex, including unreliable notebook runs and GPU integration challenges affecting productivity. (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. Powerful Notebooks: Seamless SQL + Python and Easy App Creation **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Hospital & Health Care | Mid-Market (51-1000 emp.) **Reviewed Date:** January 15, 2026 **What do you like best about Hex?** - The core value prop: Able to write SQL / Python in the same notebook and generate local variables from external data sources / queries. - Navigation is awesome - Able to create externally-facing applications and visuals for use by other business users. - The AI isn't terrible. I use this every day. The team uses this every day. Good tool, powerful tool. **What do you dislike about Hex?** - Data refreshes hard to understand, especially in the context of compute power, spend, etc. Feel like in some ways it's forcing refreshes / re-runs too often, driving increased spend for no reason. - Cached data sometimes creates hallucinations. - Inability to reference external data connections with in-notebook variables simultaneously. - Little bit non-intuitive for charts in terms of config. - Some bugs, e.g. take over session from someone sometimes get locked up. - Autocomplete isn't super robust. **What problems is Hex solving and how is that benefiting you?** It helps abstract big data out of unmanageable spreadsheets by creating centralized work queues and reports that are accessible in the cloud. ### 2. Great AI-powered cloud notebook tool for data exploration and reporting **Rating:** 5.0/5.0 stars **Reviewed by:** Dima V. | Staff Data Analyst, Mid-Market (51-1000 emp.) **Reviewed Date:** August 13, 2025 **What do you like best about Hex?** Cloud notebook: Hex is a great improvement upon an open-source cloud data notebook solution like Jupyter Lab, because it takes care of all of the DevOps in the background, has a solid role-based data access functionality, supports flexibly switching between SQL and Python code when working with the same data frame. DWH Connection: Snowflake connection works like a charm and allows to quickly check the schemas and metadata of every DWH table Dashboards: Adding user inputs and making dashboards is a breeze. Data viz and dashboarding flexibility is better than in Databricks. AI: And on top of it, it's built-in AI functionality helps write analytical code much faster. **What do you dislike about Hex?** - It does not have a robust folder structure, only single-level "Collections", which means that in a larger organization, information organization will be a problem. - Instead of integrating with Github, it implements it own version control system which is not super transparent to use **What problems is Hex solving and how is that benefiting you?** - Exploratory data analytics - Prototypes of business reporting ### 3. Effortless Analytics, Minor App Transition Hiccups **Rating:** 4.5/5.0 stars **Reviewed by:** Joan R. | Mid-Market (51-1000 emp.) **Reviewed Date:** March 02, 2026 **What do you like best about Hex?** I really like how Hex allows me to get engineering efficiency data without having to write SQL, making me more effective in getting the data. I also appreciate the ability to publish apps, which lets other people see my research. **What do you dislike about Hex?** The transition from notebook to app is not perfect. It's hard to organize blocks and move them around. **What problems is Hex solving and how is that benefiting you?** I use Hex to access engineering efficiency data without writing SQL, which makes data retrieval effective. I also enjoy the ability to publish apps so others can view my research. ### 4. Simplifies Reporting with Easy Integration **Rating:** 4.5/5.0 stars **Reviewed by:** Jason L. | Data Analyst, Mid-Market (51-1000 emp.) **Reviewed Date:** October 27, 2025 **What do you like best about Hex?** I really appreciate Hex for its simplicity and high level of customization, which makes it stand out from other complex and expensive tools like Tableau. The integration process with Hex was incredibly easy and went smoothly, enhancing its usability right from the start. It serves excellently as a reporting tool living on top of our data warehouse, providing us with robust capabilities to visualize and automate SQL queries, which can be easily shared with stakeholders. I find the workbooks in Hex to be extremely user-friendly and versatile, supporting transitions from SQL to Python effortlessly, which allows for reusing larger and more expensive queries by converting them into dataframes. These features make Hex much more sophisticated than typical business intelligence software, improving our workflow significantly. Additionally, Hex integrates well with Big Query, which is a critical aspect of our data management. Overall, Hex reflects a sophistication in design, capability, and functionality that keeps me satisfied and willing to continue using it. **What do you dislike about Hex?** I would like to see improvements in R integrations. **What problems is Hex solving and how is that benefiting you?** I find Hex simplifies reporting by serving as a tool on top of our data, visualizing and automating SQL queries for stakeholders. It's user-friendly, customizable, and integrates easily with our data warehouse, outshining more complex and expensive BI tools like Tableau. ### 5. Quick, Efficient, and Modern for Analyses **Rating:** 5.0/5.0 stars **Reviewed by:** Jorge B. **Reviewed Date:** December 01, 2025 **What do you like best about Hex?** I like the design of the Hex product, which makes the interaction visually pleasing and intuitive. Additionally, the data loading performance is excellent, allowing for quick analysis without delays. The initial setup of Hex was very fast and easy, facilitated by the notebook view, which made the transition and adaptation to the system super smooth. The advanced technology of Hex was one of the main reasons for replacing PowerBI, which shows its superiority in features and innovation. **What do you dislike about Hex?** I believe that the integrations could be improved, especially those related to Google. It would be beneficial to have direct connections with Google's APIs. **What problems is Hex solving and how is that benefiting you?** I use Hex for predictive analytics and dashboards, addressing data dissemination and analytical maturity. Its ease of setup and efficient design enhance my team's performance. ### 6. Effortless Data Insights **Rating:** 4.5/5.0 stars **Reviewed by:** Amos T. | Mid-Market (51-1000 emp.) **Reviewed Date:** March 10, 2026 **What do you like best about Hex?** I find Hex easy to use, conversational, and efficient. It saves me time by allowing me to easily get information from our database, which used to require creating reports, filters, and translating data. **What do you dislike about Hex?** I find Hex unstable sometimes, and the Slack integration can fail. **What problems is Hex solving and how is that benefiting you?** I use Hex for analyzing and shaping data to draw insights, making it easy to get information from our database without creating reports or filters. It's easy to use, conversational, and efficient, saving time compared to our previous methods. ### 7. Seamless Multi-Source Data Integration with Flexible SQL-Style Coding **Rating:** 4.5/5.0 stars **Reviewed by:** Sivaram I. | Director (Projects), Mid-Market (51-1000 emp.) **Reviewed Date:** January 18, 2026 **What do you like best about Hex?** 1. Integrates data from various different sources seemlessly 2. SQL type of coding across different data 3. Easy to use scripting languages along **What do you dislike about Hex?** Some basic features like for example inability to set a Max or Min in Date picker input Graphs can be more presentable **What problems is Hex solving and how is that benefiting you?** We have data from our POS, MS SQL and other sources. We are able to consolidate, query as per our wish and get the reports ### 8. Director, Data & Analytics **Rating:** 5.0/5.0 stars **Reviewed by:** Zachary B. | Director, Data & Analytics, Mid-Market (51-1000 emp.) **Reviewed Date:** August 07, 2025 **What do you like best about Hex?** Hex’s most significant accomplishment is its ability to democratize data analysis. It’s incredibly easy to use, with a clean and intuitive interface that makes it a pleasure to work in. The platform allows anyone in our organization who is comfortable with SQL, Python, or R to connect to our data, perform their own analysis, and share their findings. This has all but deprecated our old, rigid BI reporting processes. Reporting was a bottleneck. It required highly technical, tool-specific knowledge that few people possessed. Now a much larger portion of the company can build reports and data apps. The collaborative nature of Hex is a core strength. We can easily share notebooks with colleagues, work together in real time, and leave comments, fostering a truly collaborative data culture. The ability to take a completed analysis and publish it as a light-weight, interactive data app is a feature we rely on daily. These apps allow non-technical users across the organization to filter, explore, and interact with the data directly, without needing to understand the underlying code. This has empowered every department to be more data-driven in their decision-making. Finally, the platform feels forward-thinking and modern. The AI-native features, particularly "Hex magic," are great, helping us to be more efficient and productive with our work. **What do you dislike about Hex?** While we are overwhelmingly positive about Hex, there are a few areas where we believe the platform could grow. The primary challenge we face is organization, both within individual notebooks and across our entire body of work. As our content has grown, it’s become easy to get lost in a sea of notebooks. While the tag-based system helps, it requires a level of intentionality from every user that is difficult to enforce at scale. A more robust, folder-like structure would be a welcome addition to help us better organize projects and departments. We appreciate the existing Git integration for backing up notebooks, but we would love to see a more integrated workspace system that could mirror a Git repository's structure. This would provide a more scalable and familiar way for technical users to manage version control and project organization, ultimately making it easier to maintain a clean and structured environment for everyone. **What problems is Hex solving and how is that benefiting you?** As our organization grew, we struggled with a classic problem: traditional Business Intelligence (BI) reporting was a bottleneck. It required highly technical, tool-specific knowledge that few people possessed, creating a huge chasm between our data and the teams who needed it. Hex has not only solved this problem but has completely transformed how we work with data. ### 9. Hex Enhances Analytics with Ease **Rating:** 5.0/5.0 stars **Reviewed by:** Grigoriy I. | Small-Business (50 or fewer emp.) **Reviewed Date:** April 03, 2026 **What do you like best about Hex?** - Semantic layer is very easy to use and model together with AI Agent, allows to make a solid ground for single source of truth when it comes to metrics - Impeccable Python notebooks development workflow - Really nice visuals **What do you dislike about Hex?** On the slower end than most of BI tools when used for Business Intelligence workflows since apps work as a notebooks **What problems is Hex solving and how is that benefiting you?** BI layer for us and solid AI workflows ### 10. Empowers Non-Engineers with Advanced BI Capabilities **Rating:** 5.0/5.0 stars **Reviewed by:** Idriss R. | Collections Account Manager, Mid-Market (51-1000 emp.) **Reviewed Date:** December 31, 2025 **What do you like best about Hex?** I like Hex because it's powerful for data analysis. I appreciate being able to create dashboards that show data based on user emails, allowing customization for each user. It solves the problem of having to rely on engineering since I can build what I need myself. I love that I can do more than just dashboards, including coding and using AI, which offers fantastic possibilities. **What do you dislike about Hex?** I would use Hex fully if it were simple to create dashboards, as simple as Metabase for example. **What problems is Hex solving and how is that benefiting you?** I use Hex to build solutions independently without needing engineering. It allows me to create dashboards based on user data, code, and use AI, offering powerful possibilities beyond basic BI platforms. ### 11. Great Interface for Deep Dives into Issues **Rating:** 5.0/5.0 stars **Reviewed by:** Mufaddal E. | Principal Software Engineer, Enterprise (> 1000 emp.) **Reviewed Date:** March 04, 2026 **What do you like best about Hex?** Great interface for deep dives into issues. **What do you dislike about Hex?** Some features not easily available via SQL and have to be converted to python which limits flexibility. Color palette is limiting. **What problems is Hex solving and how is that benefiting you?** Helps with technical deep dives which drives business decision making. ### 12. Flexible, customizable platform with powerful AI powered analytics capabilities **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Computer Software | Mid-Market (51-1000 emp.) **Reviewed Date:** March 16, 2026 **What do you like best about Hex?** Flexibility and customization are strong points, and the analytics are powerful. I also appreciate the AI features, MCP, and the available integrations. **What do you dislike about Hex?** It can be slow at times, and the interface and information architecture feel a bit complex to navigate, especially when I’m trying to figure out when to use projects versus threads versus explorations. **What problems is Hex solving and how is that benefiting you?** Decentralizing access to data and enabling the entire team to self-serve their analysis needs ### 13. Hex Supercharges Analytics with Powerful AI Tools, But Notebook Navigation Needs Improvement **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Hospital & Health Care | Mid-Market (51-1000 emp.) **Reviewed Date:** November 04, 2025 **What do you like best about Hex?** Hex masterfully combines the capabilities of a top-tier BI tool, a SQL editor, and a Python notebook into a user-friendly yet robust platform. The latest AI agent features are truly impressive and are evolving quickly. As long as you grant Hex adequate access to your data model, you can significantly enhance your analytic abilities - some might even say it’s like gaining access to a highly efficient data analyst. **What do you dislike about Hex?** Occasionally, there are intermittent service disruptions. Additionally, navigating within notebooks could be improved, as it's easy to get lost and end up scrolling through long sequences of cells. While some navigational features have been introduced, it would be helpful if drag-and-drop functionality were expanded to allow moving cells more easily within a notebook. **What problems is Hex solving and how is that benefiting you?** Data science analysis for pricing models, business intelligence, embedded BI development. ### 14. A great tool to get the best out of your data. **Rating:** 4.0/5.0 stars **Reviewed by:** Lorrayne S. | Analytics Engineer, Small-Business (50 or fewer emp.) **Reviewed Date:** September 25, 2025 **What do you like best about Hex?** Hex has an intuitive interface which allows you to learn and do more things than you thought you could. It also has an AI assistant that is very helpful when a mistake is made on your code or you forget about something, making it easier to work and do your day-by-day tasks. It also has an easy way to integrate with the databases, making it easier to consult the datawarehouse. **What do you dislike about Hex?** It could be more dynamic when it comes to the design of dashboards. Sometimes I feel like I need the freedom to be more creative and the things that I have to work with are not quite what I am looking for. They are great, but limited creatively. **What problems is Hex solving and how is that benefiting you?** As an analytics engineer, I have to deal with a huge amount of data and analyze it. The way Hex shows me the data that I'm handling and how it helps me with insights while I'm doing my queries is what makes the tools so powerful and easy to work with. ### 15. Hex review **Rating:** 4.0/5.0 stars **Reviewed by:** Tang Y. | Data Analytics Intern, Enterprise (> 1000 emp.) **Reviewed Date:** July 09, 2025 **What do you like best about Hex?** Hex has an intuitive, user-friendly interface combined with the flexibility to switch effortlessly between SQL and Python. With Hex, I can quickly prototype queries in SQL to explore and aggregate data, then pivot to Python for more advanced transformations, data cleaning, or machine-learning workflows, all without leaving the same environment. **What do you dislike about Hex?** What I find limiting about Hex is its predominantly linear dashboard layout, which can make it challenging to present data in the most impactful way for stakeholders. Because elements are arranged top-to-bottom, it’s harder to create more flexible, grid-based or story-driven layouts that guide viewers through key insights. **What problems is Hex solving and how is that benefiting you?** Hex tackles two big pain points for me, slow dashboard builds and juggling multiple tools. With Hex, I can spin up analytics dashboards in minutes and run Python code right alongside SQL, so I get interactive visuals and deep data analysis all in one place. That saves me time, keeps my work focused, and helps me deliver insights to stakeholders faster. ### 16. Helpful for Collecting & Transforming Data, but Occasional Slowness **Rating:** 3.5/5.0 stars **Reviewed by:** Verified User in Computer Software | Mid-Market (51-1000 emp.) **Reviewed Date:** July 07, 2026 **What do you like best about Hex?** It is very helpful to collect and transform data from process, clients, and projects. **What do you dislike about Hex?** Sometimes the platform gets slow, and i just need to refresh the tab and continue, **What problems is Hex solving and how is that benefiting you?** I think its a good service, as a tech department, we just use Notion to collect data. ### 17. User-Friendly Data Science Solution with Seamless Integration **Rating:** 4.0/5.0 stars **Reviewed by:** Mark Yinghao P. **Reviewed Date:** December 29, 2025 **What do you like best about Hex?** I find Hex really user-friendly. I like the seamless connection to BigQuery, which makes integrating data from Databricks or BigQuery easy. I also appreciate the write-back function capability. The setup was pretty seamless, thanks to the support team at Hex, which ensures integration with us is smooth. **What do you dislike about Hex?** I think one of the features that I would like to see Hex enhancing is the machine learning capability. For example, model registry, experiment feature store, and all these kinds of essential features for machine learning. **What problems is Hex solving and how is that benefiting you?** Hex solves using more than just SQL by enabling Python for event analytics, orchestration, data science, and machine learning. ### 18. Hex is the future **Rating:** 4.0/5.0 stars **Reviewed by:** Sayali S. | Senior Analytics Consultant, Enterprise (> 1000 emp.) **Reviewed Date:** July 08, 2025 **What do you like best about Hex?** I’ve been exploring Hex for over two weeks now, and it’s been full of great surprises. From importing data to using the SQL editor, Python, and chained SQL, to create charts the whole process has been smooth and easy to use. I tried out Magic, and it’s by far the best technical AI assistance I’ve experienced — the results were about 95% accurate. Complex KPIs, period calculations, parameter handling, and input integration in SQL were solved without me having to write a single formula by myself. It was all Magic. Publishing reports, managing versions through Git, or downloading them is very straightforward. Role-based access is also simple and clear. Giving suggestions for project descriptions, project name, chart name, it was all magic to do magic. One of my favorite features is Components — it makes building and reusing visuals incredibly efficient. **What do you dislike about Hex?** One thing I’d love to see improved in Hex is having more chart options. Sometimes, the available visuals feel a bit limited, and having more variety would really help in presenting data in the best way. Also, when it comes to tables and pivots, it would be great to have more control over formatting — like being able to bold or italicize text, add color to titles, and customize the look of subtotals and row level totals. I’d also love to see dynamic title changes based on parameters; it would make dashboards feel much more interactive and polished. Another big one for me is the ability to change X-axis values dynamically in charts. That would give a lot more flexibility when working with different datasets or time ranges. **What problems is Hex solving and how is that benefiting you?** As a BI developer, one of the biggest challenges I often face is the slow rendering of reports when working with large datasets — and Hex has done a great job solving that. The option to switch between dataframe mode and query mode gives a lot of flexibility depending on the use case, which really helps with performance. Another major win is how much time Magic saves. We usually spend a lot of time writing complex KPI calculations and handling parameters manually — but Magic takes care of most of that. The combination of the SQL editor with Magic is one of the best development experiences I’ve had. I also really like how chained SQL works in Hex. It gives me the freedom to create charts, pivot tables, text blocks, and more directly from the queries — which makes the whole workflow smoother and more efficient. ### 19. Easy to Use with Great New Features and Team Support **Rating:** 4.5/5.0 stars **Reviewed by:** Daniel W. | Analytics Engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** March 02, 2026 **What do you like best about Hex?** New features, support from the team, easy of use, frequency of use, sharing, collaboration **What do you dislike about Hex?** While it succeeds as a notebook tool, the BI part could be better. **What problems is Hex solving and how is that benefiting you?** New development of models, exploring, AI ### 20. Streamlined Data Analysis, Needs Better Dashboarding **Rating:** 5.0/5.0 stars **Reviewed by:** Tamanna B. **Reviewed Date:** October 10, 2025 **What do you like best about Hex?** I love that Hex allows me to perform all my data analysis tasks in one place by combining SQL and Python, which previously required switching between different tools. I appreciate the seamless setup experience, and the ability to run scheduled tasks and publish work has been incredibly useful. The feature of using a separate cloud space ensures that changes made by others do not affect my work, which I find very beneficial. The addition of the semantic layer is exciting, and I'm looking forward to leveraging this new feature. **What do you dislike about Hex?** I don't find Hex as efficient in dashboarding compared to other tools like Tableau. The dashboarding capabilities within Hex are quite limited and complex to use. **What problems is Hex solving and how is that benefiting you?** I find Hex consolidates SQL and Python analysis into one platform, streamlining my workflow and eliminating the need to switch between tools. ### 21. Extremely innovative tool and easy to use **Rating:** 5.0/5.0 stars **Reviewed by:** Julian M. | Senior Data Scientist, Mid-Market (51-1000 emp.) **Reviewed Date:** September 27, 2025 **What do you like best about Hex?** I like the fact that you can combine SQL and Python and allows to make some data ingestions easy. Also the fact that everything is so intuitive and the design is pretty makes it more desireble to use. **What do you dislike about Hex?** It's complicated to share with stakeholders to just see. **What problems is Hex solving and how is that benefiting you?** In my case, I like the fact that I do not have to create new tables in Snowflake and I just can replaced them by a scheduled run and then do all analysis in Hex combining SQL and Python. Also, allows an easy and better visualization than Looker and downloading the data and scheduling data sents is easier. ### 22. Great tool for beginners **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Apparel & Fashion | Enterprise (> 1000 emp.) **Reviewed Date:** February 17, 2026 **What do you like best about Hex?** The AI agent works great and help less experience people to write useful codes. **What do you dislike about Hex?** There are very little resources online on how to start with Hex. The App builder could be improved as it is very limited in options. It would be nice to have a possibility to build a proper add based on the code and to even create simple dashboards and visuals. **What problems is Hex solving and how is that benefiting you?** It helps me to analyze complex data sets. ### 23. Effortless and Extremely Versatile, A Joy to Use **Rating:** 5.0/5.0 stars **Reviewed by:** Adam F. | CEO, Small-Business (50 or fewer emp.) **Reviewed Date:** January 08, 2026 **What do you like best about Hex?** Ease of use, versatility, fast implementation. **What do you dislike about Hex?** It would be nice to have a mobile app for performance monitoring on the go. **What problems is Hex solving and how is that benefiting you?** Hex solves a few problems. I use it as an orchestration tool for ELTs. It provides daily slack updates through scheduled python scripting. Lastly, I use it for general reporting and BI analysis. ### 24. Review of Hex from Data Analyst **Rating:** 3.0/5.0 stars **Reviewed by:** Verified User in Apparel & Fashion | Mid-Market (51-1000 emp.) **Reviewed Date:** September 11, 2025 **What do you like best about Hex?** I love that you're able to toggle between SQL and Python Cells. You're able to add documentation to dashboards with text fields. The interface is visually attractive. The sharing capabilities are amazing and flexible. **What do you dislike about Hex?** Visualization options could be more nimble and point and click. It's not the friendliest UI for those who just want to do a quick data dive. The dashboard editor does not allow you to add a cell in between sections - it automatically adds to the bottom of the tab. Data needs to be refreshed manually to update data, which can take a while and often requires re-publishing. Sometimes data is downloaded in different formats - e.g., we download a CSV and numbers are in text format so we have to change each column to numbers manually. It would be awesome if there was an excel download option. The ability to set up data exports as CSV or excel files would be great. Setting timezones can be buggy. Refreshing data can be really slow based on how the data is pulled in. Ability to easily ‘double click’ - select a row on one table and have that filter another table or click on a bar in a chart and get the raw data in another table - Tableau style would be awesome. Would be awesome to have ability to turn off automatic filtering on field name across tables. Making changes across multiple dashboards is very manual, even when we use a template. It would be helpful to be able to programmatically make changes across multiple dashboards. **What problems is Hex solving and how is that benefiting you?** We are using Hex primarily for its ease of sharing with those outside our organization. We also love how easy it is to integrate into various data sources. ### 25. Hex was exactly what our company needed! **Rating:** 5.0/5.0 stars **Reviewed by:** Nora B. | Staff Electrochemical Engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** June 26, 2025 **What do you like best about Hex?** Easy to share different levels of detail in a complete package - and the seamless integration between SQL and Python is so great. It makes exploring our database much easier for people less familiar with its structure. **What do you dislike about Hex?** It can be slower than a local python platform, where we still have to run some larger data analysis models. **What problems is Hex solving and how is that benefiting you?** Hex has solved a few things - sharing and collaborating on notebooks to execute consistent data analysis across multiple engineers on a team has been huge. Sharing results that are embedded with the method to get to them is also much better than just sharing a figure on a slide in a report. The figures we're making are also more standardized now and everything looks very clean. Additionally, the ability to work with python and sql in one IDE is fantastic. We were building an internal python package previously, but it was challenging for people less familiar with python to use and install. Hex has helped lower the barrier to entry for coding and data analysis on many teams at our company. ### 26. A great tool, on it's way to becoming and Industry best. **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Real Estate | Mid-Market (51-1000 emp.) **Reviewed Date:** September 10, 2025 **What do you like best about Hex?** We've Transitioned to HEX from Mode around 3 months ago. The main thing i can say is that i love how straightforward it is to combine various data sources and aggregate complex logic around our DB. On top of that, the way you can merge SQL and Python it's just amazing, it has unblocked so much for us, when implementing machine learning models. For someone who spends 8 hours daily On HEX creating dashboards, i can't express enough how easy but reliable the notebook part is. **What do you dislike about Hex?** The thing Hex needs to work the most is on how we translate all the great logic and queries we can set up on the back end, into visualizations on the front end. I'd suggest we add more flexibility on what we are able to do with graphs and calculated fields. **What problems is Hex solving and how is that benefiting you?** Problem is analyzing end to end analytics and implementing models to describe the day to day of our business. Also while experimenting and unlocking new features, while also trying to predict churn our users and classifying them to give out the best outcome we can to them. ### 27. Actionable Insights That Save Time Every Week **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Computer Software | Mid-Market (51-1000 emp.) **Reviewed Date:** March 15, 2026 **What do you like best about Hex?** It's great for refining processes based on actionable insights from data; I use it on a weekly basis and it saves me so much time. Really easy to use the program as well. **What do you dislike about Hex?** Sometimes it takes a while and a few iterations to get the information I need. But nothing crazy! **What problems is Hex solving and how is that benefiting you?** - Revenue operations - Pulling data - ### 28. A perfect tool for analysts looking to upgrade their reporting skills! **Rating:** 5.0/5.0 stars **Reviewed by:** Andrea L. | Data Analyst, Mid-Market (51-1000 emp.) **Reviewed Date:** June 24, 2025 **What do you like best about Hex?** I love how Hex gave me a way to combine SQL, Python, and chart making skills all in one place! I've avoided learning Python for many years, but this setup that allowed me to output well-designed tables and charts let me grow my coding skills like never before. I love how easily accessible the reports I produce are to the rest of my team, and how flexible it is with inputs for stakeholders to self-serve. I also really appreciate the amount of work that Hex puts into updating features; it's rare that there's so many great features that get added on all at once at regular intervals. I always read through each email and there's always something that really makes a big difference in my workflow. Hex is a tool I would recommend to every analyst I know - especially those still using Tableau or similar BI tools! I've spent many years working in Tableau and it's basically out of my regular workflow except for minor needs here and there. **What do you dislike about Hex?** Hex isn't built to be a dashboard tool, but I wish there was more flexibility in presenting the information. For example, it would be so handy to be able to organize cells in a PowerPoint layout, and then download the whole section as an image to pop into a slide deck. Tableau does this pretty seamlessly. I also wish that you could download tables and pivot tables as an image; as handy as it is to now be able to download charts as images, tables come up quite often in my work and people prefer to see them sometimes. I regularly just take screenshots of my reports as a consequence, and I'd love a tidier way of sharing information. I also wish that you could show "Totals" at the bottom of pivot charts, just like the table cells; it's really helpful to see an aggregation of aggregates for teams. Similarly, though it may be too much to ask for - I regularly use % difference across the pivot table to show changes over time. Tableau has the ability to perform table calculations that run across the pane or table chart. It would be so handy to have that feature available in Hex - it's really the one thing that keeps me going back to Tableau since it's just faster to drag and drop this calculation than to rework a dataframe in Python. I also wish there was a way to have some formatting set as default for the whole project; for example, I often work with $ amounts, and constantly need to change in each cell the fixed decimals to 0 when formatting as "Currency". I also wish that you could have collections within collections; our company is partner to another company, and it could easily explode into too many collections at just one level. **What problems is Hex solving and how is that benefiting you?** We need to look at large amounts of gaming data, and understand how our customers engage with our platform in a very specific economy setup. Since there's a lot of moving parts, we need to be able to hone in on sections at a time. We primarily use Hex to have a SQL query pull the data we need, then a combination of Python and inputs to narrow down to our target, and then display everything via charts, pivot tables, or regular tables. Hex helps us specifically by allowing us to stay on top of suspicious activity via alerts, regular updates via scheduled runs, and visibility to team members that may not be familiar with other BI tools/have license access readily available. It helps us keep track of regular daily metrics, like our financial KPIs, retention, and similar behaviour trends. ### 29. Packed with Automation Tools and Great Collaboration **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Financial Services | Small-Business (50 or fewer emp.) **Reviewed Date:** May 14, 2026 **What do you like best about Hex?** Loads of tools for automation. Great for collaboaration **What do you dislike about Hex?** Removing an element from the dashboards themselves are difficult (e.g. removing an existing graph) **What problems is Hex solving and how is that benefiting you?** Analysis to solve business problems. ### 30. Efficient BI Reporting with Some Lag **Rating:** 4.5/5.0 stars **Reviewed by:** Matías S. | Mid-Market (51-1000 emp.) **Reviewed Date:** March 03, 2026 **What do you like best about Hex?** I like Hex for its ease of usage when building queries and combining them with Python. It effectively handles putting together data from different data sources and visualizing it. **What do you dislike about Hex?** It takes a lot of time to run for some queries. **What problems is Hex solving and how is that benefiting you?** I use Hex to combine data from different sources with SQL and Python, making it easy to create queries and visualize data. ### 31. Finally! Deploy data products/apps with minimal friction **Rating:** 4.5/5.0 stars **Reviewed by:** Lucas R. | Staff Data Scientist, Mid-Market (51-1000 emp.) **Reviewed Date:** September 05, 2025 **What do you like best about Hex?** You can spin up a finished "product" for use and not have to worry much about how the product is hosted, version controls, environments, database connectors/access, etc. This is AMAZING. **What do you dislike about Hex?** Compartmentalizing code within the notebook can get unwieldy pretty quickly. Sections help, but it would be really cool to have multiple notebooks/files and be able to roll those all into 1 data app! Instead of going cell by cell, it would be cool to be able to just turn off the "smart" graph-based execution patterns. Sometimes I am still building and don't want to refresh the upstream data. But I have to remember to click "run just this cell" every time, which isn't practical. Having a sort of "mode" would be useful. Sometimes the downstream graphs get into weird states where they can't display anything and have somehow lost connection to variables. I am able to get around it by recreating the chart, but that sucks. **What problems is Hex solving and how is that benefiting you?** I think Hex is an amazing tool, and very worthwhile to have as part of your data stack. Super useful to prototype, share visibility with users (and hide the code). I think as a way to bring something to "market" (ie: internal consumption) quickly, it is by far the best solution I've found. It's a bit expensive, but hoping that gets better with time. ### 32. Intelligent AI Agent with Seamless Multi-Source Data Management **Rating:** 5.0/5.0 stars **Reviewed by:** Victor A. | Head of Business, Small-Business (50 or fewer emp.) **Reviewed Date:** February 09, 2026 **What do you like best about Hex?** Multi-source management: dataframes, data connections AI Agent: very intelligent and effective **What do you dislike about Hex?** Pricing: Teams versus professional has a huge gap, it could have an in between version that enabled more AI functions + sharing projects Visuals: it could have better and more elements like Tableau **What problems is Hex solving and how is that benefiting you?** Running a startup easily through data management and business intelligence. This is benefitting a small team of 30 to make $3mi MRR. ### 33. Beautiful UI That Makes Data Gaps Easy to Spot **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Computer Software | Enterprise (> 1000 emp.) **Reviewed Date:** June 17, 2026 **What do you like best about Hex?** Beautiful UI, and a really great way to visualize my data and clearly see where the gaps are. **What do you dislike about Hex?** I ran into a brief permissions issue during the initial setup, but it has been resolved now. **What problems is Hex solving and how is that benefiting you?** data visualization and query management ### 34. Powerful Python & SQL Integration with Impressive Visuals BUT UI CAN DEF IMPROVE **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Computer Software | Mid-Market (51-1000 emp.) **Reviewed Date:** January 05, 2026 **What do you like best about Hex?** - Agent + combining Python and SQL + the visuals are improving + UI is cool. **What do you dislike about Hex?** Eats up RAM like desert. visuals are often missing nice functionalities found in Tableau or PBI (e.g. advanced tooltips). Sensitive projects are sometimes avoided in HEX. Not a trust thing, but a zero knowledge arch can unblock this. Crtitical: Notebooks are vertical blobs currently. The future seems to be going in a different direction from a UI perspective. Large notebooks currently need alot of scrolling and searching. Ideally this would be a canvas like Miro and Count.co. **What problems is Hex solving and how is that benefiting you?** 1 place to do all analytics. traditional BI tools seem to be almost dead. reporting can be done in HEX now + deeper analyses. ### 35. Extreme flexibility **Rating:** 5.0/5.0 stars **Reviewed by:** Coenraad V. | Collections Account Manager, Enterprise (> 1000 emp.) **Reviewed Date:** August 18, 2025 **What do you like best about Hex?** I find Hex extremely useful with the integration of different platforms and different coding possibilities. It allows us to easily use the data we have in different automation methods and UI apps. It allows for easy implementation with our datasets and is used in different automations daily. Overall it improves our customer service and support. **What do you dislike about Hex?** There is still a few upskilling I need to do for myself but overall I am happy with the solution. **What problems is Hex solving and how is that benefiting you?** Solves a lot of internal data integrations, reporting and automation workflows for our department. It allows for flexibility on reporting and allows less skilled users to get a user friendly view through the app functions. ### 36. From SQL to dashboards—fast, intuitive, and collaborative **Rating:** 5.0/5.0 stars **Reviewed by:** Jong L. | Senior Data Scientist, Mid-Market (51-1000 emp.) **Reviewed Date:** September 15, 2025 **What do you like best about Hex?** Hex makes it easy for technical and non-technical teammates to work together. I can write SQL or Python, and instantly share results as a polished dashboard without leaving the platform. **What do you dislike about Hex?** I’d love more advanced customization options for charts and dashboards—things like richer formatting, interactivity, and design flexibility to match our brand guidelines. **What problems is Hex solving and how is that benefiting you?** Hex provides an end-to-end environment: we can write SQL, use Python for advanced analysis, and then package everything into interactive apps. It solves the problem of fragmented workflows and makes it much easier to maintain a single source of truth. ### 37. Effortless and Flexible Solution for Every Need **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Mid-Market (51-1000 emp.) **Reviewed Date:** January 05, 2026 **What do you like best about Hex?** It's simple to bring together different lines of thought and various analyses to form insights within a notebook. **What do you dislike about Hex?** Occasionally, the kernel crashes without any clear reason, and the notebook cells can behave unpredictably when updating. **What problems is Hex solving and how is that benefiting you?** This is a straightforward and practical notebooking tool that makes it easy to run quick Python and SQL code. It also allows you to create flexible dashboards efficiently, which is helpful for answering questions and presenting findings to stakeholders. ### 38. Versatile Language Support and AI, But Slow Report Loading **Rating:** 3.5/5.0 stars **Reviewed by:** Pablo F. | Growth Manager, Mid-Market (51-1000 emp.) **Reviewed Date:** November 17, 2025 **What do you like best about Hex?** That’s is easy to work with different code languages and also that you can simultaneously work with different querys at the same time. Also, the AI is magic. **What do you dislike about Hex?** That some reports take a lot of time to load and it makes difficult to take decisions. **What problems is Hex solving and how is that benefiting you?** I use it to create business reports that help me present results and make decisions. ### 39. Easy to manipulate data sets **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Computer Software | Enterprise (> 1000 emp.) **Reviewed Date:** July 31, 2025 **What do you like best about Hex?** It is clear to see things and manipulate data sets. I can add new fields without writing a SQL query to create it. The visualization tool is simple to use, and i can easily see what is happening in the app versus notebook. **What do you dislike about Hex?** I don't like using "hex magic"; it's not clear what it does, and when i use it as an assistant to quickly change visualizations, it doesn't work. It's also not as user friendly. I would like to be able to use this as a dashboard for users to be able to use filters to adjust a date range, for example, to modify multiple visualizations at once, but this is not possible with thei current limitations. **What problems is Hex solving and how is that benefiting you?** I have a huge data set that I've been making reports in Looker with. But we want to see a very specific subset of data and also be able to visualize it. looker is too simple, but creating the query in snowflake would be too complicated. ### 40. Effortless Dashboards **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Mid-Market (51-1000 emp.) **Reviewed Date:** January 05, 2026 **What do you like best about Hex?** This tool is extremely easy and flexible to use, with a very user-friendly interface. I really appreciate the integrated Python capabilities within the notebook, which make working with code seamless. Creating attractive dashboards is straightforward, and it's simple to keep notebooks and work organized. **What do you dislike about Hex?** Pivot tables tend to be quite slow, and I often encounter bugs or glitches, especially when working with very large notebooks. **What problems is Hex solving and how is that benefiting you?** This tool functions both as an exploratory notebook, allowing me to investigate and answer business questions, and as an app or dashboard for presenting KPIs and statistics to external stakeholders. It effectively bridges the gap between data exploration and clear communication of key metrics. ### 41. Effortless Analytics with User-Friendly UI **Rating:** 4.5/5.0 stars **Reviewed by:** Himani K. **Reviewed Date:** October 10, 2025 **What do you like best about Hex?** I find the UI of Hex very easy to understand. It offers a straightforward setup with visible options, which saves time during analytics tasks. The real-time analytics through dashboards help me monitor trends without repetitive work. Additionally, I love how customizable the interface is, allowing me to create personalized dashboards with tables and charts that simplify data interpretation. **What do you dislike about Hex?** I would like to see some templates included in Hex. If a company is using Hex on a company-wide level, having templates would allow us to simply edit data and make modifications, rather than writing the code repeatedly. **What problems is Hex solving and how is that benefiting you?** I use Hex to set up dashboards for real-time analytics, eliminating daily manual analysis and easing trend tracking. ### 42. Seamless UI with Room for AI Improvement **Rating:** 4.0/5.0 stars **Reviewed by:** Zach N. **Reviewed Date:** December 17, 2025 **What do you like best about Hex?** I like how seamless Hex is to use; it's very intuitive. I also like the ability to use Snowflake data and move between SQL and Python seamlessly. The UI and UX are really good. **What do you dislike about Hex?** I think the AI features sometimes get confused about what you want. Additionally, more chart options would be great. The AI struggles more with complex tasks. **What problems is Hex solving and how is that benefiting you?** Hex allows me to create views for tracking KPIs that can be used broadly by teams at the company. ### 43. Powerful Data Analysis with Python & SQL, But Room for Improvement **Rating:** 3.5/5.0 stars **Reviewed by:** Verified User in Computer Software | Enterprise (> 1000 emp.) **Reviewed Date:** November 12, 2025 **What do you like best about Hex?** The dynamic relationship between data extraction and analysis is incredible. having the ability to mix python and sql gives the ability to do complex analysis **What do you dislike about Hex?** The biggest issue is the lack of intuitive controls for some basic functions (ie. filter functions for tables, aggregate calculations on pivots like runsum) as well as the rigidity of dashboard design. would love to be able to have the ability to create custom color pallets that are persistent across my entire hex instance, so i don't have to recreate it every time **What problems is Hex solving and how is that benefiting you?** Replacing analytics reporting from tableau ### 44. Largely positive **Rating:** 4.5/5.0 stars **Reviewed by:** Nicholas L. | Director of financial operations, Mid-Market (51-1000 emp.) **Reviewed Date:** July 29, 2025 **What do you like best about Hex?** Cell-based workflows with nicer UI than most Jupyter environments Connection to our databases is extremely helpful Ability to jump between SQL and Python with automatic SQL -> DF Have been loving the pivot, data visualizations Scheduled runs are amazing and much easier than anything else I've used **What do you dislike about Hex?** File management and uploads/downloads are easier in a full code editor at times Apps are really cool but could use some upgrades, especially for file management Auto-complete is lacking at times, even for existing variables. It can be slow and sometimes non-existent **What problems is Hex solving and how is that benefiting you?** Most of my data analytics, and ALL of my scheduled projects and apps are in Hex ### 45. Love Thread, Notebook Agent, and the App’s Dashboard Capabilities **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Mid-Market (51-1000 emp.) **Reviewed Date:** January 16, 2026 **What do you like best about Hex?** Thread, notebook agent, dashboard capability (app) **What do you dislike about Hex?** The dashboard capability is limited comparing to common BI tools, eg., Tableau. The app builder is also limited that I can not arrange the components in any I order I wish to. The formating options are in general limited. **What problems is Hex solving and how is that benefiting you?** Thread agent for business users, ad-hoc analysis/reporting, complex analysis, model prototyping ### 46. Visually Intuitive for Data Analysis, Needs Tweaks **Rating:** 3.5/5.0 stars **Reviewed by:** Declan S. **Reviewed Date:** December 08, 2025 **What do you like best about Hex?** I like Hex's design and the visual layout of the cells. It's logically easy to follow, which I find useful for data analysis. I also found the initial setup to be very easy. **What do you dislike about Hex?** I don't like how you have to hover over the table of contents to see it. I would like the option to always be able to see the table of contents. **What problems is Hex solving and how is that benefiting you?** I use Hex for data analysis, helping me evaluate data effectively. ### 47. The only analysis tool you need **Rating:** 4.5/5.0 stars **Reviewed by:** NIkhil B. | Sr Data Scientist, Mid-Market (51-1000 emp.) **Reviewed Date:** April 23, 2025 **What do you like best about Hex?** The ability to blend SQL, Python and Pivot in one tool. There are so many instances where I want to fetch data in SQL, transform it in Python but visualize it quickly in Excel and HEX does of all of it seamlessly with an added bonus of creating reports using Markdown. Even the charts are very powerful to deep customizations. This has become my go-to tool for analysis and I am always advocating this within my company **What do you dislike about Hex?** The ability to handles large amount of data. I deal of billions of records and sometimes the kernel cannot support it and I have to go back to sql and create some temp tables so any improvement in efficiency is going to be a big win for HEX **What problems is Hex solving and how is that benefiting you?** Integrating SQL and Python into one notebook. Making it easy to quickly analyze and visualize the data and share my report to others (without making a ppt) ### 48. Elegant Modular Queries and Top-Notch Visuals, But Missing Some Built-In Charts **Rating:** 5.0/5.0 stars **Reviewed by:** Yacine B. | VP Operations, Mid-Market (51-1000 emp.) **Reviewed Date:** November 04, 2025 **What do you like best about Hex?** Main things I love about Hex: - separable cells to modularize multi-part queries (beautifully elegant solution) - best visualization tools I've ever used - distinction of back-end project vs published app (again, nailed the use case) - Threads integration into Slack is a game-changer for step-changing analytics capacity across our company **What do you dislike about Hex?** No built-in Sankeys or heatmaps? Possible with Python, but would be nice to have built in. **What problems is Hex solving and how is that benefiting you?** We're growing up as a data-informed company, so analytics are pretty central to everything we do. Hex is a constant sidekick throughout my day/week. ### 49. Intuitive and User-Friendly, Perfect for Non-Technical Teams **Rating:** 4.5/5.0 stars **Reviewed by:** Dani F. | Business Analyst, Mid-Market (51-1000 emp.) **Reviewed Date:** December 09, 2025 **What do you like best about Hex?** It's intuitive and easy to use, especially for teammates that are not very knowledgeable in SQL/Python **What do you dislike about Hex?** Finding the right schemas to use is a challenge at times **What problems is Hex solving and how is that benefiting you?** Dashboard creation an troubleshooting is easier and faster ### 50. Hex makes data analysis and visualization easy and fast **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Computer Software | Enterprise (> 1000 emp.) **Reviewed Date:** July 03, 2025 **What do you like best about Hex?** I use Hex every day. Hex magic is an incredibly powerful AI tool that can help write sql and python. It works incredibly well. I also love that one can use sql and python within the same notebook, and that creating charts within the notebook is integrated as well. **What do you dislike about Hex?** I have only minor complaints. The two that come to mind are: (1) you can't select multiple cells from the outline side bar and drag them to different places within the notebook and (2) when creating charts you have to format each series individually rather than all at once. For example, if I want to show data points and values for every series in a graph with 5 series, I have to click 10 times. It should be twice. **What problems is Hex solving and how is that benefiting you?** showing the outcomes of data analyses to stakeholders in a digestible way, while also being able to share the analysis with other analysts ## 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=3§ion=pricing&secure%5Bexpires_at%5D=2026-07-13+22%3A50%3A04+-0500&secure%5Bsession_id%5D=e94a0aeb-73cd-4f85-81a4-5ca6c5e15aa2&secure%5Btoken%5D=a94d9f6ecda1c13733d837204e221d915ffc286f0d0417149ad8fbc4a5acd09b&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 (3,653 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 (378 reviews)