---
title: Hex Reviews
meta_title: 'Hex Reviews 2026: Details, Pricing, & Features | G2'
meta_description: Filter 403 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: 403
  scale: '5'
date_modified: '2026-08-07'
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:** 403
## 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. Hex at Mentimeter

**Rating:** 5.0/5.0 stars

**Reviewed by:** Jeremy B. | Data scientist, Mid-Market (51-1000 emp.)

**Reviewed Date:** May 17, 2022

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

Hex facilitates next level insights and dashboard making because of the integrated python and sql environment.

**What do you dislike about Hex?**

Too often updates result in changes to established dashboards/weirdness in the environment.

**Recommendations to others considering Hex:**

Hex is an excellent tool.

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

Time series forecasting, regression metrics, business calculators, Bayesian statistics, customizable visualizations.

  ### 2. Love Hex!

**Rating:** 4.5/5.0 stars

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

**Reviewed Date:** May 23, 2022

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

How easy it is to prototype across Python and SQL and also share my work very easily. It's amazing how easy it is to create and ship production ready apps

**What do you dislike about Hex?**

Version management can be challenging. And also having more controls for the app UI would be really helpful

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

Building ML and Data app prototypes and production ready apps

  ### 3. Loving using Hex for analysis

**Rating:** 4.5/5.0 stars

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

**Reviewed Date:** April 07, 2022

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

Interoperability between sql and python, the ability to create interactive apps and the "library"-esque organization of analysis

**What do you dislike about Hex?**

Graph and visualization features are very limited

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

We are using Hex for one-off analysis that we want to save and revisit over time


## 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=9&qs=pros-and-cons&section=pricing&secure%5Bexpires_at%5D=2026-08-07+11%3A01%3A55+-0500&secure%5Bsession_id%5D=88cb14a6-7f0e-49af-9bf8-d2430c0ca3d6&secure%5Btoken%5D=eed90ad1393455c7bde55b4db3dc9cecd0cbbdfbfb534577319132af578f43eb&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
- Customizable Reports
- Marketing Reports
- Sales Reports
- Activity Dashboard
- Interactive Reports
- Customizable Reports
- Customizable Reports

**Additional Functionality**
- Tagging
- Natural Language Processing
- Data Extraction
- Multi-Language
- Predictive Analytics
- Drag & Drop
- Speech Recognition
- Reporting/Analytics
- Data Storage Management
- Virtual Personal Assistant (VPA)
- AI Copilot
- Customer Segmentation
- Collaboration Tools
- Data Import/Export
- Generative AI
- For eCommerce
- Role-Based Permissions
- Customizable Branding
- Search/Filter
- Monitoring
- Document Management
- API
- Data Visualization
- Trend Analysis
- Machine Learning
- Access Controls/Permissions
- Alerts/Escalation
- Performance Metrics
- Real-Time Data
- Third-Party Integrations
- Mobile App
- Multiple Data Sources
- For Sales Teams/Organizations
- Sentiment Analysis
- Activity Dashboard
- Chatbot
- Workflow Automation

**AI Copilot**
- AI Copilot

**Generative AI**
- Generative AI

**For Developers**
- For Developers

**Game Development**
- Game Development

**Deployment Management**
- Deployment Management

**Code Development**
- Code Development

**Code Editing**
- Code Editing

**Website Development**
- Website Development

**Web/Mobile App Development**
- Web/Mobile App Development

**Debugging**
- Debugging

**Data Modeling**
- Data Modeling

**Graphical User Interface**
- Graphical User Interface

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

**System**
- Data Ingestion & Wrangling
- Real-Time Data

**Data Preparation**
- Connectors
- Data Governance

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

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

**Model Development**
- Feature Engineering

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

**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
- Generative AI

**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
- Third-Party Integrations

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

**Additional Functionality**
- Customizable Reports
- Collaboration Tools
- Data Extraction
- Semantic Search
- Data Storage Management
- Ad hoc Reporting
- Reporting/Analytics
- Predictive Analytics
- Activity Dashboard
- Access Controls/Permissions
- Visual Analytics
- Data Mapping
- Data Synchronization
- Statistical Analysis
- Categorization/Grouping
- Trend Analysis
- Data Profiling
- Linked Data Management
- Data Visualization
- API
- Multiple Data Sources
- Sentiment Analysis
- Search/Filter
- Data Import/Export
- Data Capture and Transfer
- AI Copilot
- Monitoring
- Data Connectors
- Ad hoc Analysis
- Text Mining
- Reporting & Statistics
- Predictive Modeling
- Real-Time Analytics
- Configurable Workflow
- Tagging
- Endpoint Management
- No-Code
- Data Preparation
- Auditing
- Big Data Analytics
- ML Algorithm Library
- Data Management
- Activity Tracking
- Data Security
- Workflow Management

**Self Service **
- Calculated Fields
- Data Column Filtering
- Data Discovery
- Search
- Collaboration / Workflow
- Automodeling
- Natural Language Search
- Visual Discovery
- Data Blending
- Data Blending

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

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

**Advanced Analytics**
- Predictive Analytics
- Data Visualization
- Big Data Services
- Real-Time Analytics
- Reporting/Analytics
- Real-Time Analytics
- Reporting/Analytics
- Visual Analytics

**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
- Third-Party Integrations

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

**Building Reports**
- Data Transformation
- Data Modeling
- WYSIWYG Report Design
- Integration APIs
- Real-Time Data
- Real-Time Data
- Third-Party Integrations

**Platform**
- Mobile User Support
- Customization 
- User, Role, and Access Management
- Internationalization
- Sandbox / Test Environments
- Performance and Reliability
- Breadth of Partner Applications
- Mobile Access
- Metadata Management

**Additional Functionality**
- Drag & Drop
- Secure Data Storage
- Data Import/Export
- Customizable Branding
- Dashboard Creation
- Access Controls/Permissions
- Real-Time Reporting
- Metadata Management
- Forecasting
- Data Storage Management
- Ad hoc Analysis
- Ad hoc Reporting
- Data Migration
- AI Copilot
- Self Service Data Preparation
- Search/Filter
- Data Mapping
- Monitoring
- Sentiment Analysis
- User Management
- Sales Trend Analysis
- Charting
- Reporting & Statistics
- Performance Metrics
- Alerts/Notifications
- Data Extraction
- Widgets
- Storytelling
- Trend Analysis
- Collaboration Tools
- Financing Management
- Self-service Analytics
- KPI Monitoring
- Dashboard
- API
- Data Integration
- Scorecards
- Data Management
- Task Management
- Progress Tracking
- Data Connectors
- Data Visualization
- Profitability Analysis
- Project Tracking
- Strategic Planning
- Goal Setting/Tracking
- Publishing/Sharing
- Predictive Analytics
- Real-Time Monitoring
- Templates
- Mobile Access
- Customizable Templates
- Workflow Management
- Financial Reporting
- Audit Management
- OLAP
- Single Sign On
- Data Synchronization

**Additional Functionality**
- Generative AI
- AI Copilot
- Access Controls/Permissions
- Mobile Reporting
- Data Mapping
- Multiple Data Sources
- Forecasting
- Customizable Branding
- Charting
- Customization
- Role-Based Permissions
- Real-Time Analytics
- Workflow Management
- Collaboration Tools
- Ad hoc Query
- Data Extraction
- Data Synchronization
- Application Development
- Real-Time Reporting
- Reporting & Statistics
- Geographic Maps
- Widgets
- SSL Security
- Reporting/Analytics
- Self-service Analytics
- Ad hoc Analysis
- Data Capture and Transfer
- Integration into Third Party Applications
- Ad hoc Reporting
- Visual Workflow Management
- Visual Analytics
- Single Sign On
- Trend Analysis
- Predictive Analytics
- Data Visualization
- Data Connectors
- Benchmarking
- Alerts/Notifications
- Streaming Analytics
- Mobile Access
- Drag & Drop
- Dashboard Creation

**Additional Functionality**
- Customizable Branding
- Natural Language Processing
- Data Extraction
- AI Copilot
- Ad hoc Reporting
- Real-Time Reporting
- Publishing/Sharing
- Collaboration Tools
- Strategic Planning
- Self Service Data Preparation
- Trend Analysis
- Text Analysis
- Real-Time Monitoring
- Data Synchronization
- Widgets
- Benchmarking
- Performance Metrics
- Data Mapping
- Generative AI
- Trend/Problem Indicators
- Customizable Templates
- Access Controls/Permissions
- Data Import/Export
- Profitability Analysis
- OLAP
- Alerts/Notifications
- Search/Filter
- Drag & Drop
- Data Connectors
- Multiple Data Sources
- Key Performance Indicators
- Dashboard Creation
- Role-Based Permissions
- Data Mining
- Forecasting
- Ad hoc Query

## Top Hex Alternatives
  - [Tableau](https://www.g2.com/products/tableau/reviews) - 4.4/5.0 (3,679 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 (382 reviews)