Every source GILD analyzed, newest first. Each says who the source is, how it knows, whether it still applies and which findings it counts toward. Open a count to see only its sources.
Source
50 sources in Leaders and teams rolling it out, with product documentation Showing all 76 sources
Positive
Comment on: For you doing Agentic Engineering with dbt, how do you make sure your agents aren't generating slop?Reddit comment
After six months preparing clean Kimball models and a semantic layer, the commenter's company uses Hex as its BI tool, with 90% of use through Threads. It trades some quality for much faster development.
No opinion stated
Hex: replace model-driven polling with a result-focused operationGitHub issue on getsentry/junior
Asking Sentry's agent for today's paid-account count took about 4 minutes 18 seconds. Ten Hex get_thread polls took about 166 seconds, most about 18 seconds each, and the team plans one result-focused Hex call.
Counts toward
Positive
From 14-hour batches and poor documentation to AI-ready data: Mitti's dbt rebuildConference talk, dbt Summit 2026
Mitti raised dbt test coverage from 40% to full coverage across more than 500 models before adding AI, and its clean lineage and documentation made natural-language analytics possible. Hex became the company's fastest-adopted AI tool, growing from 30 to 150 users in its first month.
"Hex became the company's fastest-adopted AI tool, growing from 30 to 150 users in its first month…"
Positive
Genius.AI: Hex ate our legacy BI stackLightning talk, dbt Summit 2026
Genius.AI replaced its legacy BI tool with Hex, converting old YAML config files into version-controlled semantic models. The context workflow it built on top gave the team enough trust in Hex's agent to make everyone a data person.
"Genius.ai converted its legacy YAML files into semantic models, then built a context setup and workflow that gave them the confidence to make everyone a data person…"
Positive
No drift allowed: LangChain's context playbook with HexConference talk, dbt Summit 2026
LangChain layers dbt project docs, Hex workspace guides, a semantic layer, and endorsed models under its Hex agent, and rewrote column descriptions for an AI reader. Self-serve analytics questions rose 40x, and the data team shifted from answering every question to owning the context.
"The payoff was a 40x increase in self-serve analytics questions, letting the data team shift from answering every question to owning the context that lets other teams self-serve directly…"
Positive
Post: Just used AI for the first time. Need your advice.Reddit post
At a larger company where Claude and Hex connect to the warehouse and semantic layer, the analyst finds the agent picks tables, writes and runs SQL, and checks results. That makes the work far more productive.
Positive
How we built LangChain's agent-first data stackEngineering blog post, LangChain Blog
LangChain's data team left its legacy BI tool for Hex in six weeks. Its Hex-based data agent now handles about 40x the requests the three-person team could field, with analysts still validating important answers.
Counts toward
Positive
Streamlined data reporting has boosted collaboration and saved significant analysis timeIndependent user review, AWS Marketplace (review syndicated from PeerSpot)
A one-year user relies on Hex's built-in LLM agent for customer reporting, saying it roughly halved report-gathering time and saves about 20% of reporting effort, and wants AI review of finished work.
Mixed
G2 review: Hex AI 10/10 without credit limits. With proposed limits 3/10, gutting main benefit.G2 review
An operations head whose non-technical team builds visuals and automations with Hex AI says the new credit system would stop them. Some of the team use 500 credits against a 40-credit grant.
Mixed
G2 review: Versatile AI Agents and Seamless SQL-Python Notebooks for a Hassle-Free WorkflowG2 review
The reviewer says the new Hex agent fixes code far better than the old Magic assistant, but shared editing lets one teammate publish over another's changes, and large dashboard notebooks lag.
Positive
Comment on: Hex: Introducing Generative Data AppsHacker News comment
As an admin at a long-time customer, the commenter values seeing what the team asks Hex's agent and where context is weak. They see generative apps answering requests to wire Claude straight to Snowflake.
Positive
G2 review: Revolutionizing Analytics with Efficiency and InnovationG2 review
An analytics engineering manager uses Hex as one interface for BI assets and conversational analytics, replacing homegrown tools, and wants faster search and cached results for the Threads agent.
Positive
G2 review: All-in-One Data Analysis Powerhouse with Intuitive FeaturesG2 review
A Hex admin runs the whole analysis workflow in Hex with its AI, but says non-technical users treat AI outputs as a source of truth despite errors and wants per-group rules.
Positive
Product Hunt review of HexProduct Hunt review
Hex let the Product Hunt team prototype Kitty Points formula changes without touching production code and present them clearly to non-engineers.
Mixed
G2 review: Seamless SQL + Python Workflow, but Slow Loads and Limited Sharing ControlsG2 review
An analytics manager builds dashboards quickly by chaining SQL, but slow loads push colleagues to Looker Studio, and link sharing exposes a dashboard to the whole workspace.
Mixed
Comment on: Anybody using Hex / Omni / Sigma / Evidence?Reddit comment
A fractional head of data who tried these tools rates Hex best for analyst velocity but weak where many business users need a governed exploration experience.
Positive
Comment on: Anybody using Hex / Omni / Sigma / Evidence?Reddit comment
The commenter's team uses Hex: an exceptional analysis tool whose Threads agent works very well over the warehouse, though dedicated BI tools are better for dashboards alone.
Positive
Comment on: looking for the best business intelligence tools 2026 for non-technical teamReddit comment
The commenter's company uses Hex after also looking at Omni, and finds it works for both technical and non-technical teams.
No opinion stated
Hex project runs asynchronously in Airflow using airflow-provider-hex (v0.1.9) since Dec 17GitHub issue on hex-inc/airflow-provider-hex
From December 17, 2025, Hex's run status API reported scheduled projects as completed on the first poll with null timings, so Airflow tasks finished instantly and the team's production pipeline was blocked.
Positive
G2 review: Empowers Data Analysts with Flexibility and Advanced AIG2 review
A head of data runs internal BI reporting in Hex; its agents read the Snowflake warehouse, dbt metadata, and past projects, and the reviewer wishes explorer seats cost less.
Mixed
G2 review: Versatile Language Support, But Needs Better Components and ChartingG2 review
The reviewer likes chaining SQL and Python cells, but says their team's use of components to share metrics across notebooks produced bloat, and chart customization is thin.
Mixed
G2 review: Transformative for Analytics with Quick VisualizationsG2 review
A VP of data builds dashboards faster in Hex than in Power BI. At several companies, though, scheduled runs froze, piled up, and crashed the kernel, with days of downtime until support cleared them.
Positive
Comment on: Hybrid LLM + SQL architecture: Cloud model generates SQL, local model analyzes. Anyone tried this?Reddit comment
The commenter's team upgraded its Hex license for the built-in agent and opened its semantic layer to it; the agent is good but needs a solid context file and well-written prompts.
Mixed
G2 review: Effortless SQL-Python Integration, But Row Limits Can Be RestrictiveG2 review
Without a data engineer on the team, an analyst moved dbt models and old dashboards into Hex, now the company's only BI tool. On their plan they cannot work with tables of millions of rows.
Positive
Comment on: Convo got me thinking: is there room for a new kind of dashboarding tool?Reddit comment
Says Hex has been great for the team's end users, with a little Plotly for custom charts.
Positive
Comment on: Async Queue - One of my favorite programming interview questionsHacker News comment
Hiring for data roles, the commenter ran interview exercises in Hex with prepared examples and found it worked well.
Counts toward
Positive
Building an LLM-Powered Analytics Slack Bot at TwitchConference talk, Data Council 2025 (AI Council)
Brown's team uses Hex as its BI tool and finds the notebook-first layout very helpful. Each day, Airflow pulls the YAML file of each Hex project and an LLM summarizes it, and the team's Slack bot uses those summaries to recommend trusted reports.
"We use Hex as a BI tool, which is quite nice…"
Positive
Engineering Earth's Largest Biological Data PipelineLightning talk, Data Council 2025 (AI Council)
Basecamp Research put Hex on top of ClickHouse as its analytic front end after consolidating its Neo4j and Postgres data there, so ML scientists and product scientists can answer their own questions.
"…with Hex as being a kind of analytic front end…"
Positive
G2 review: Hex is awesomeG2 review
The reviewer gets dashboards running quickly, switching between Python and SQL and querying dataframes, and calls the cost fair, though scheduled and cached runs sometimes return different results.
Mixed
G2 review: Game changer for our company, but need some more "boring" featuresG2 review
The reviewer says Hex gives engineers and analysts one place to work, but found Magic useless for developers next to ChatGPT, and stakeholders miss totals in pivot tables.
Positive
Product Hunt review of HexProduct Hunt review
Their company uses Hex to put all its data in one place and see what is happening at high and low levels, finding it customizable with a simple interface.
Positive
G2 review: Hex is a great tool that I use every day for work!G2 review
An analyst builds three or four Hex dashboards every two weeks, and stakeholders now request Hex apps for team, department, and company metrics; the reviewer compares it favorably with Looker.
Mixed
G2 review: Hex for Data ScienceG2 review
A data scientist builds forecasting models their team can rerun, but Hex bogs down once a pandas dataframe passes a million rows, and the reviewer switches tools for quick charts.
Mixed
G2 review: Hex - First Class Product for Data Visualization and CollaborationG2 review
The reviewer rates Hex's notebook above Mode and Tableau and says it connects well to Snowflake and ClickHouse, but finds Hex Magic weaker than plain ChatGPT and support slow.
Mixed
G2 review: Great for sharing and collaborating, a bit frustrating for power usersG2 review
A data scientist develops in local Jupyter and moves work to Hex to share it, since Hex pins old Python and pandas versions and its chart editor adds latency for power users.
Positive
G2 review: Powerful, Collaborative Data Analysis with Polished OutputsG2 review
The reviewer uses Hex to explore data in SQL and Python and publish polished outputs for non-technical stakeholders, with a learning curve on advanced features.
Mixed
G2 review: Efficient Tool for Data Analysis with Seamless IntegrationG2 review
A data analyst likes mixing SQL and Python and driving Hex from Claude Code through the Hex CLI, but finds the agent limited by missing context from GitHub, Google Workspace, and Slack.
Mixed
Product Hunt review of HexProduct Hunt review
Finds Hex's agentic workflow makes analysis accessible, but wants the generated workflows and calculations to be more transparent so users can trust the outputs.
Counts toward
Positive
G2 review: Saves Time with Intuitive Data AnalysisG2 review
A workforce planning manager without SQL gets same-day results from Threads on the company data mart. It took them a few weeks to learn, and the reviewer keeps their own file of definitions for prompts.
Mixed
G2 review: Amazing AI and SQL Autocomplete That Speeds Up My WorkG2 review
A product manager uses Hex's AI and SQL autocomplete daily to track funnels, but finds large notebooks messy and the split between notebook and app cell order confusing.
Positive
A Review of HexPersonal blog post, Sam's Blog (selectfromwhereand.com)
A data engineer trials Hex on personal datasets, calls it impressive and very complete for last-mile analytics, but finds it enterprise-oriented, overkill for hobby use, and a heavy lift for non-experts.
Positive
G2 review: Fast and Rich AnalyticsG2 review
An analytics engineer says work that took two or three days now takes half a day, and that guides with company context let the agent work without semantic models. The reviewer wants apps to reuse cached data.
Positive
Comment on: How good can you use AI in DE?Reddit comment
A data engineer has Claude Code write notebooks they import into Hex, then uses Hex Threads to finish the dashboard inputs.
Positive
G2 review: Effortless Data Analysis with Powerful AIG2 review
A director at a small company runs analysis and builds dashboards themselves by guiding Hex's agent in plain language, work the reviewer says would otherwise need a data scientist.
Mixed
Comment on: Anybody using Hex / Omni / Sigma / Evidence?Reddit comment
Testing AI data agents, the commenter found Hex's agent harder to set up than Omni's, with no good results yet, and Hex suited only to technical users.
Mixed
Comment on: Anybody using Hex / Omni / Sigma / Evidence?Reddit comment
In evaluations, the commenter found Hex's visualization less flexible than Tableau or Sigma and better suited to analysts than business users, though strong for data apps.
Positive
Product Hunt review of HexProduct Hunt review
Loves Hex for doing all of their data analysis in one place, but gets better AI results from ChatGPT or Claude than from Hex's copilot.
Positive
G2 review: Powerful Analytics Tool with Stellar Python SupportG2 review
The reviewer says Hex's agent often gets them 80 percent of the way through a task, though it struggles to switch between query and dataframe modes and leaves dormant cells behind.
Positive
G2 review: Simplifies Data Management with Native SQL and Python IntegrationG2 review
The reviewer runs ad hoc analysis on AWS data in Hex embedded in an internal platform, and finds native charts refuse large point counts and leave them unaggregated.
Mixed
G2 review: Powerful Reporting, Needs Speed ImprovementsG2 review
A fintech product manager builds funnel reports in Hex and schedules them by email, but the editor loads slowly on large dashboards; their company disabled the in-app AI.
Positive
G2 review: Streamlined Analysis with Hex, Though Filter Needs ImprovementG2 review
The reviewer models, charts, and shares results in one place and reuses colleagues' code through components, but finds filters harder to apply than in Looker.
Mixed
G2 review: Empowers Complex Analytics but Challenging for Non-CodersG2 review
A data insights manager switched from Power BI for Hex's Python and SQL analysis, but says Hex relies on coding ability, so no-code users get limited visualizations.
Positive
G2 review: Intuitive and Efficient Data Analysis with Integrated AIG2 review
A fraud lead returning to hands-on data work uses Hex's AI daily to find information, and builds quick SQL and Python apps with scheduled jobs.
Positive
Comment on: What is your favorite viz tool and why?Reddit comment
A SQL writer who used Hex briefly liked writing SQL next to the chart, which the commenter found more capable than any drag-and-drop tool.
Counts toward
Negative
Comment on: Convo got me thinking: is there room for a new kind of dashboarding tool?Reddit comment
Finds Hex has always been quite slow, allowing that the company's implementation may be the cause.
Counts toward
Mixed
Post: Convo got me thinking: is there room for a new kind of dashboarding tool?Reddit post
Reviewing tools tried with an executive, the commenter calls Hex solid for data people, but its top-to-bottom notebook layout is not how most leaders want to consume insights.
Positive
Comment on: Why are BI tools getting worse?Reddit comment
A long-time Power BI and Tableau user now ranks Hex among two favorite BI tools, for visual flexibility no other app has given them.
Positive
#03 Tally based Dashboards in Hex Data Notebook - Sales DashboardVideo tutorial, YouTube
Part three of a series that builds an accounting sales dashboard in Hex from Tally Prime ERP data, covering dataframes, charts, sections, data refresh, publishing as an app and sharing with users.
"…okay so this is a packaged dashboard where you cannot actually edit it this is all fixed so all the editing menu has gone away so let's package it so there is a uh app builder here okay so you can publish…"
Counts toward
Positive
Product Hunt review of HexProduct Hunt review
A weekend with Hex's exploratory data analysis templates took them from no grounding in the field to a working Python deployment.
Positive
G2 review: Superb product to create and share analytic and data science projectsG2 review
A senior analyst calls Hex a better Jupyter notebook with native SQL and prefers it to Tableau and Power BI for people who code, but hits compute limits below their laptop's.
Mixed
G2 review: Thoughts on HEXG2 review
A new user likes sharing in Hex but keeps rewriting queries to make simple charts and big numbers that are easy in Mode or Tableau.
Pages from Hex, used to check facts for every group.
Lists Community free, Professional US$36 and Team US$75 per Editor per month, and custom Enterprise, with Medium compute included on paid plans and larger profiles billed per minute.
Documents effort-based credits for every Hex agent, monthly per-seat grants that do not roll over, auto top-ups of 50 credits for US$25, and credit limits by user, group, and workspace.
States that self-serve customers are billed monthly by credit card and order form customers annually and upfront, with seat changes prorated.
Describes the Notebook Agent for technical users who audit its SQL and code, Threads for people outside the data team, the Modeling Agent, Context Studio, and Generative Apps in beta.
States that Hex's model providers do not train on customer data and run under zero data retention by default. Hex may use AI session data depending on plan, with an opt-out, and BYOK is Enterprise only.
Lists 16 supported databases in three support tiers, with Snowflake, BigQuery, Databricks, and ClickHouse in Tier 1, and OAuth on Snowflake, BigQuery, and Databricks.
Describes semantic models authored in Hex or synced from dbt MetricFlow, Cube, or Snowflake Semantic Views, so people and AI agents work from the same definitions.
Documents Threads on all plans for Explorer roles and above, an agent that prioritizes semantic models and endorsed data, and Endorsed Mode on by default for Explorers.
Describes observability, suggestions, evals, and context management for Hex agents on Team and Enterprise, for Admins and Managers.
Documents YAML eval suites that grade agent answers against rubrics, run from the CLI or on a schedule, on Team and Enterprise, consuming credits.
Documents a beta MCP server on Team and Enterprise that lets Claude, ChatGPT, Cursor, Codex, and Glean search projects and run Threads.
Defines Admin, Manager, Editor, Explorer, Viewer, and Guest roles; Admins, Managers, and Editors are paid author seats and Explorers paid explorer seats.
States that SSO is available on Enterprise through OpenID Connect only, and that SAML is not supported.
Describes a migration skill and the Hex CLI that rebuild Looker dashboards as generative apps on SQL cells and compare the numbers with Looker's results.
Lists SSO and SCIM, a HIPAA BAA, single-tenant deployments, Git export to GitHub or GitLab, and cell outputs stored until the project is deleted.
Source index
Every source GILD read, with the original address and the context used to count it. Open a finding to filter the full cards above. On smaller screens the index lists each source once by name, cohort and date; its full record above carries the address, context and findings.
| Source | Original URL | Author and context | Who | Published | Review date | Applies | Findings |
|---|---|---|---|---|---|---|---|
| Comment on: For you doing Agentic Engineering with dbt, how do you make sure your agents aren't generating slop?ID dc-16 | Data Communities | www.reddit.com/ | blockchan, Reddit commenter in r/dataengineeringself-described: Data team that prepared its dbt project for agents and uses Hex as its BI tool | Small team | Published Oct 2, 2026 | Assessment reviewed Oct 26, 2026 | Current | |
| Hex: replace model-driven polling with a result-focused operationID s3-02 | Data Communities | github.com/ | David Cramer, Sentry (issue filed through Sentry's Junior agent)self-described: Sentry's internal Slack agent, Junior, answering business questions through Hex Threads over MCP | Organization-wide | Published Sep 25, 2026 | Assessment reviewed Oct 26, 2026 | Current | |
| From 14-hour batches and poor documentation to AI-ready data: Mitti's dbt rebuildID l3b-01 | Videos | www.getdbt.com/ | Thiago Baldim, Director of Engineering, Data at MittiMitti's data team, which rebuilt more than 500 dbt models with full tests and documentation before rolling out natural-language analytics in Hex | IT & leadership | Published Sep 15, 2026 | Assessment reviewed Oct 26, 2026 | Current | |
| Genius.AI: Hex ate our legacy BI stackID l3b-02 | Videos | www.getdbt.com/ | Drew Barlage, Analytics Engineer at Genius.AIGenius.AI's data team, which moved off a legacy BI tool to Hex and built a semantic layer and agent context workflow | Department | Published Sep 15, 2026 | Assessment reviewed Oct 26, 2026 | Current | |
| No drift allowed: LangChain's context playbook with HexID l3b-05 | Videos | www.getdbt.com/ | Emily Hawkins, Analytics Engineering Manager at LangChainLangChain's analytics engineering team, which keeps its Hex agent grounded with dbt docs, workspace guides, a semantic layer, and endorsed models | Department | Published Sep 15, 2026 | Assessment reviewed Oct 26, 2026 | Current | |
| Post: Just used AI for the first time. Need your advice.ID dc-15 | Data Communities | www.reddit.com/ | informatica6, Reddit commenter in r/analyticsself-described: Data analyst at a large company where Claude and Hex connect to the warehouse and semantic layer | Department | Published Aug 9, 2026 | Assessment reviewed Oct 26, 2026 | Current | |
| G2 review: Powerful, Collaborative Data Analysis with Polished OutputsID ir-37 | Blogs, Newsletters & Reviews | www.g2.com/ | Reviewer on G2 in Retail, Analyst at an enterprise retail companyself-described: Enterprise retail company (more than 1,000 employees) | Individual user | Published Aug 8, 2026 | Assessment reviewed Oct 26, 2026 | Current | |
| How we built LangChain's agent-first data stackID ir-36 | Blogs, Newsletters & Reviews | www.langchain.com/ | Emily Hawkins, LangChain data team (byline author)self-described: LangChain, three-person data team serving the whole company | Organization-wide | Published Jul 27, 2026 | Assessment reviewed Oct 26, 2026 | Current | |
| Streamlined data reporting has boosted collaboration and saved significant analysis timeID ir-35 | Blogs, Newsletters & Reviews | aws.amazon.com/ | Amber Fallon, Hex user for one yearself-described: Customer-facing data analytics reporting with a team | Department | Published Jul 20, 2026 | Assessment reviewed Oct 26, 2026 | Current | |
| G2 review: Hex AI 10/10 without credit limits. With proposed limits 3/10, gutting main benefit.ID ir-34 | Blogs, Newsletters & Reviews | www.g2.com/ | Reviewer on G2 in Entertainment, Operations department head at a mid-market entertainment companyself-described: Mid-market entertainment company (51 to 1,000 employees), operations team without SQL or Python experience | IT & leadership | Published Jun 5, 2026 | Assessment reviewed Oct 26, 2026 | Current | |
| G2 review: Efficient Tool for Data Analysis with Seamless IntegrationID ir-33 | Blogs, Newsletters & Reviews | www.g2.com/ | Queenie G., data analyst (G2 reviewer)self-described: Small business (50 or fewer employees), product launch and experiment analysis | Individual user | Published May 29, 2026 | Assessment reviewed Oct 26, 2026 | Current | |
| G2 review: Versatile AI Agents and Seamless SQL-Python Notebooks for a Hassle-Free WorkflowID ir-32 | Blogs, Newsletters & Reviews | www.g2.com/ | Reviewer on G2 in Insurance, Dashboard builder at an enterprise insurance companyself-described: Enterprise insurance company (more than 1,000 employees), team-built dashboards | Small team | Published May 27, 2026 | Assessment reviewed Oct 26, 2026 | Current | |
| Product Hunt review of HexID ir-31 | Blogs, Newsletters & Reviews | www.producthunt.com/ | Rohit, AI and ML enthusiastself-described: Own exploration of analytics AI products | Individual user | Published May 26, 2026 | Assessment reviewed Oct 26, 2026 | Current | |
| Comment on: Hex: Introducing Generative Data AppsID dc-14 | Data Communities | news.ycombinator.com/ | tomtomau, Hacker News commenter and Hex workspace adminself-described: Company that has been a Hex customer for several years | Department | Published May 13, 2026 | Assessment reviewed Oct 26, 2026 | Current | |
| G2 review: Revolutionizing Analytics with Efficiency and InnovationID ir-30 | Blogs, Newsletters & Reviews | www.g2.com/ | Camden W., Manager, Analytics Engineering (G2 reviewer)self-described: Mid-market company (51 to 1,000 employees), small analytics team running BI and conversational analytics in Hex | Small team | Published May 11, 2026 | Assessment reviewed Oct 26, 2026 | Current | |
| G2 review: All-in-One Data Analysis Powerhouse with Intuitive FeaturesID ir-29 | Blogs, Newsletters & Reviews | www.g2.com/ | Alex R., Hex workspace admin (G2 reviewer)self-described: Small business (50 or fewer employees), analysis and monitoring dashboards | Small team | Published May 8, 2026 | Assessment reviewed Oct 26, 2026 | Current | |
| G2 review: Saves Time with Intuitive Data AnalysisID ir-28 | Blogs, Newsletters & Reviews | www.g2.com/ | Jon K., Workforce Planning and Capacity Manager (G2 reviewer)self-described: Mid-market company (51 to 1,000 employees), operations planning without SQL | Individual user | Published May 6, 2026 | Assessment reviewed Oct 26, 2026 | Current | |
| G2 review: Amazing AI and SQL Autocomplete That Speeds Up My WorkID ir-27 | Blogs, Newsletters & Reviews | www.g2.com/ | Paco R., Senior Product Manager (G2 reviewer)self-described: Enterprise company (more than 1,000 employees), product funnel and feature tracking | Individual user | Published Apr 24, 2026 | Assessment reviewed Oct 26, 2026 | Current | |
| A Review of HexID ir-26 | Blogs, Newsletters & Reviews | selectfromwhereand.com/ | Sam Schneider, Data Engineer at Amazon (per the author's About page), reviewing Hex on a free trialself-described: Solo, personal projects (March Madness odds CSV, Kalshi datasets loaded into MotherDuck) | Individual user | Published Apr 4, 2026 | Assessment reviewed Oct 26, 2026 | Current | |
| G2 review: Fast and Rich AnalyticsID ir-24 | Blogs, Newsletters & Reviews | www.g2.com/ | vaibhav g., Senior Analytics Engineer (G2 reviewer)self-described: Enterprise company (more than 1,000 employees), analytics for stakeholders | Individual user | Published Mar 24, 2026 | Assessment reviewed Oct 26, 2026 | Current | |
| Product Hunt review of HexID ir-25 | Blogs, Newsletters & Reviews | www.producthunt.com/ | Jake Crump, GM of Core Product at Product Huntself-described: Product Hunt team prototyping a scoring formula | Department | Published Mar 24, 2026 | Assessment reviewed Oct 26, 2026 | Current | |
| G2 review: Seamless SQL + Python Workflow, but Slow Loads and Limited Sharing ControlsID ir-23 | Blogs, Newsletters & Reviews | www.g2.com/ | Cormac M., Senior Data Analytics Manager (G2 reviewer)self-described: Mid-market company (51 to 1,000 employees), dashboards for a wide internal audience | Department | Published Mar 23, 2026 | Assessment reviewed Oct 26, 2026 | Current | |
| Comment on: How good can you use AI in DE?ID dc-13 | Data Communities | www.reddit.com/ | limeslice2020, Reddit commenter in r/dataengineeringself-described: Data engineer working with BigQuery, dbt, and Claude Code | Individual user | Published Feb 25, 2026 | Assessment reviewed Oct 26, 2026 | Current | |
| Comment on: Anybody using Hex / Omni / Sigma / Evidence?ID dc-12 | Data Communities | www.reddit.com/ | Successful_Pin_3456, Reddit commenter in r/dataengineeringself-described: Fractional head of data advising clients on BI tool selection | IT & leadership | Published Jan 27, 2026 | Assessment reviewed Oct 26, 2026 | Current | |
| G2 review: Effortless Data Analysis with Powerful AIID ir-22 | Blogs, Newsletters & Reviews | www.g2.com/ | Hunter P., Director of Project Development (G2 reviewer)self-described: Small business (50 or fewer employees), analysis without a data scientist | Individual user | Published Jan 27, 2026 | Assessment reviewed Oct 26, 2026 | Current | |
| Comment on: Anybody using Hex / Omni / Sigma / Evidence?ID dc-11 | Data Communities | www.reddit.com/ | clr0101, Reddit commenter in r/dataengineeringself-described: Evaluating AI data agents; tried Hex and Omni | Individual user | Published Jan 21, 2026 | Assessment reviewed Oct 26, 2026 | Current | |
| Comment on: Anybody using Hex / Omni / Sigma / Evidence?ID dc-09 | Data Communities | www.reddit.com/ | fleetswealth, Reddit commenter in r/dataengineeringself-described: Evaluations of Hex, Omni, Sigma, and Tableau | Individual user | Published Jan 20, 2026 | Assessment reviewed Oct 26, 2026 | Current | |
| Comment on: Anybody using Hex / Omni / Sigma / Evidence?ID dc-10 | Data Communities | www.reddit.com/ | nonobility86, Reddit commenter in r/dataengineeringself-described: Team using Hex for analysis | Small team | Published Jan 20, 2026 | Assessment reviewed Oct 26, 2026 | Current | |
| Comment on: looking for the best business intelligence tools 2026 for non-technical teamID dc-08 | Data Communities | www.reddit.com/ | DataObserver282, Reddit commenter in r/dataengineeringself-described: Company using Hex after also evaluating Omni | Small team | Published Jan 12, 2026 | Assessment reviewed Oct 26, 2026 | Current | |
| Hex project runs asynchronously in Airflow using airflow-provider-hex (v0.1.9) since Dec 17ID s3-01 | Data Communities | github.com/ | Ronnie Joshua, data engineer (GitHub profile)self-described: Production data pipeline that runs Hex projects from Airflow on Astronomer | Department | Published Dec 22, 2025 | Assessment reviewed Oct 26, 2026 | Needs a recheck | Listed, no finding position |
| Product Hunt review of HexID ir-21 | Blogs, Newsletters & Reviews | www.producthunt.com/ | Sean Collins, Product Hunt reviewerself-described: Own data analysis | Individual user | Published Dec 15, 2025 | Assessment reviewed Oct 26, 2026 | Still applicable | |
| G2 review: Powerful Analytics Tool with Stellar Python SupportID ir-20 | Blogs, Newsletters & Reviews | www.g2.com/ | Emmett F., analytics and data science user (G2 reviewer)self-described: Analytics, data science, and data transformation work | Individual user | Published Dec 1, 2025 | Assessment reviewed Oct 26, 2026 | Still applicable | |
| G2 review: Simplifies Data Management with Native SQL and Python IntegrationID ir-19 | Blogs, Newsletters & Reviews | www.g2.com/ | Aleksanteri S., analyst (G2 reviewer)self-described: Ad hoc analytics on AWS data, Hex embedded in an internal analytics platform | Individual user | Published Nov 25, 2025 | Assessment reviewed Oct 26, 2026 | Still applicable | |
| G2 review: Empowers Data Analysts with Flexibility and Advanced AIID ir-18 | Blogs, Newsletters & Reviews | www.g2.com/ | Tom N., Co-Founder and Head of Data, AI, and R&D (G2 reviewer)self-described: Internal BI reporting on MySQL, PostgreSQL, and Snowflake with dbt metadata | IT & leadership | Published Nov 24, 2025 | Assessment reviewed Oct 26, 2026 | Still applicable | |
| G2 review: Powerful Reporting, Needs Speed ImprovementsID ir-17 | Blogs, Newsletters & Reviews | www.g2.com/ | Ian M., Senior Product Manager at a fintech company (G2 reviewer)self-described: Mid-market fintech company (51 to 1,000 employees), performance reporting and funnel analysis | Individual user | Published Nov 21, 2025 | Assessment reviewed Oct 26, 2026 | Still applicable | |
| G2 review: Streamlined Analysis with Hex, Though Filter Needs ImprovementID ir-15 | Blogs, Newsletters & Reviews | www.g2.com/ | Jacques P., analyst (G2 reviewer)self-described: Internal performance reporting and deep dives shared with colleagues | Individual user | Published Nov 18, 2025 | Assessment reviewed Oct 26, 2026 | Still applicable | |
| G2 review: Versatile Language Support, But Needs Better Components and ChartingID ir-16 | Blogs, Newsletters & Reviews | www.g2.com/ | Brett W., data team member (G2 reviewer)self-described: Team sharing Snowflake and Redshift connections | Small team | Published Nov 18, 2025 | Assessment reviewed Oct 26, 2026 | Still applicable | |
| G2 review: Transformative for Analytics with Quick VisualizationsID ir-13 | Blogs, Newsletters & Reviews | www.g2.com/ | Todd R., Vice President of Data (G2 reviewer)self-described: Data leader who has run Hex at multiple companies | IT & leadership | Published Nov 17, 2025 | Assessment reviewed Oct 26, 2026 | Still applicable | |
| G2 review: Empowers Complex Analytics but Challenging for Non-CodersID ir-14 | Blogs, Newsletters & Reviews | www.g2.com/ | Andrew D., Data Insights Manager (G2 reviewer)self-described: Sports analytics, switched from Power BI | Individual user | Published Nov 17, 2025 | Assessment reviewed Oct 26, 2026 | Still applicable | |
| Comment on: Hybrid LLM + SQL architecture: Cloud model generates SQL, local model analyzes. Anyone tried this?ID dc-07 | Data Communities | www.reddit.com/ | renagade24, Reddit commenter in r/dataengineeringself-described: Team that upgraded its Hex license for the AI agent and opened its semantic layer to it | Small team | Published Nov 12, 2025 | Assessment reviewed Oct 26, 2026 | Still applicable | |
| G2 review: Intuitive and Efficient Data Analysis with Integrated AIID ir-12 | Blogs, Newsletters & Reviews | www.g2.com/ | Levy S., Fraud Lead (G2 reviewer)self-described: Mid-market company (51 to 1,000 employees), fraud analysis | Individual user | Published Nov 11, 2025 | Assessment reviewed Oct 26, 2026 | Still applicable | |
| G2 review: Effortless SQL-Python Integration, But Row Limits Can Be RestrictiveID ir-11 | Blogs, Newsletters & Reviews | www.g2.com/ | Andreia S., Junior Data Analyst (G2 reviewer)self-described: Mid-market company (51 to 1,000 employees), Hex is the company's only BI tool | Small team | Published Oct 27, 2025 | Assessment reviewed Oct 26, 2026 | Still applicable | |
| Comment on: What is your favorite viz tool and why?ID dc-06 | Data Communities | www.reddit.com/ | Lost1nTheDream, Reddit commenter in r/dataengineeringself-described: SQL writer who has used Mode and Hex | Individual user | Published Oct 16, 2025 | Assessment reviewed Oct 26, 2026 | Still applicable | |
| Comment on: Convo got me thinking: is there room for a new kind of dashboarding tool?ID dc-05 | Data Communities | www.reddit.com/ | Melodic-Ability-2269, Reddit commenter in r/analyticsself-described: Own use of a company Hex deployment | Individual user | Published Aug 17, 2025 | Assessment reviewed Oct 26, 2026 | Still applicable | |
| Post: Convo got me thinking: is there room for a new kind of dashboarding tool?ID dc-03 | Data Communities | www.reddit.com/ | DataNerd760, Reddit commenter in r/analyticsself-described: Dashboarding tools tried with an executive | Individual user | Published Aug 16, 2025 | Assessment reviewed Oct 26, 2026 | Still applicable | |
| Comment on: Convo got me thinking: is there room for a new kind of dashboarding tool?ID dc-04 | Data Communities | www.reddit.com/ | renagade24, Reddit commenter in r/analyticsself-described: Data team serving end users with Hex | Small team | Published Aug 16, 2025 | Assessment reviewed Oct 26, 2026 | Still applicable | |
| Comment on: Why are BI tools getting worse?ID dc-02 | Data Communities | www.reddit.com/ | Like_My_Turkey_Cold, Reddit commenter in r/dataengineering, certified in Power BI and Tableauself-described: Has used Power BI, Tableau, Looker, Metabase, and Hex | Individual user | Published Aug 14, 2025 | Assessment reviewed Oct 26, 2026 | Still applicable | |
| Comment on: Async Queue - One of my favorite programming interview questionsID dc-01 | Data Communities | news.ycombinator.com/ | hobs, Hacker News commenter, hiring manager for data rolesself-described: Interviewing candidates for data roles | Small team | Published Jul 7, 2025 | Assessment reviewed Oct 26, 2026 | Still applicable | |
| Building an LLM-Powered Analytics Slack Bot at TwitchID l3b-03 | Videos | www.aicouncil.com/ | Ethan Brown, Director, Data & Applied Science at Amazon Web ServicesData and applied science team for Amazon IVS and Twitch Video, which runs its BI in Hex and feeds Hex project files to its own Slack bot | IT & leadership | Published Apr 22, 2025 | Assessment reviewed Oct 26, 2026 | Still applicable | |
| Engineering Earth's Largest Biological Data PipelineID l3b-04 | Videos | www.aicouncil.com/ | Saif Ur-Rehman, Data Engineering Lead at Basecamp ResearchBasecamp Research's data platform, which moved its Neo4j and Postgres data into ClickHouse with Hex on top | IT & leadership | Published Apr 22, 2025 | Assessment reviewed Oct 26, 2026 | Still applicable | |
| G2 review: Hex is awesomeID ir-10 | Blogs, Newsletters & Reviews | www.g2.com/ | Reviewer on G2 in Telecommunications, Report builder at a mid-market telecommunications companyself-described: Mid-market telecommunications company (51 to 1,000 employees), reports for system design | Small team | Published Apr 10, 2025 | Assessment reviewed Oct 26, 2026 | Still applicable | |
| #03 Tally based Dashboards in Hex Data Notebook - Sales DashboardID tc-01 | Videos | www.youtube.com/ | Excel Kida, Excel and Tally Prime tutorial creatorself-described: Solo tutorial series building MIS dashboards in Hex from Tally Prime ERP data synced to PostgreSQL (Supabase) | Individual user | Published Mar 25, 2025 | Assessment reviewed Oct 26, 2026 | Still applicable | |
| G2 review: Game changer for our company, but need some more "boring" featuresID ir-09 | Blogs, Newsletters & Reviews | www.g2.com/ | Reviewer on G2 in Higher Education, Developer at a mid-market higher education organizationself-described: Mid-market higher education organization (51 to 1,000 employees), company dashboards and reports | Department | Published Mar 13, 2025 | Assessment reviewed Oct 26, 2026 | Still applicable | |
| Product Hunt review of HexID ir-08 | Blogs, Newsletters & Reviews | www.producthunt.com/ | Riia Jarvenpaa, data science PhD researcherself-described: Own exploratory analysis with Hex templates | Individual user | Published Feb 28, 2025 | Assessment reviewed Oct 26, 2026 | Still applicable | |
| Product Hunt review of HexID ir-07 | Blogs, Newsletters & Reviews | www.producthunt.com/ | Joshua Voydik, co-founder and CEO of Hero Stuffself-described: Startup putting its data in one place | Small team | Published Feb 24, 2025 | Assessment reviewed Oct 26, 2026 | Still applicable | |
| G2 review: Superb product to create and share analytic and data science projectsID ir-06 | Blogs, Newsletters & Reviews | www.g2.com/ | Adam W., Senior Data Analyst (G2 reviewer)self-described: Mid-market company (51 to 1,000 employees), statistical analysis | Individual user | Published Feb 19, 2025 | Assessment reviewed Oct 26, 2026 | Still applicable | |
| G2 review: Hex is a great tool that I use every day for work!ID ir-05 | Blogs, Newsletters & Reviews | www.g2.com/ | Reviewer on G2 in Mental Health Care, Data analyst supporting the business side at a mid-market mental health care companyself-described: Mid-market mental health care company (51 to 1,000 employees), dashboards for business stakeholders | Department | Published Feb 11, 2025 | Assessment reviewed Oct 26, 2026 | Still applicable | |
| G2 review: Thoughts on HEXID ir-04 | Blogs, Newsletters & Reviews | www.g2.com/ | Reviewer on G2 in Computer Software, New Hex user at a mid-market software companyself-described: Mid-market software company (51 to 1,000 employees), business metrics | Individual user | Published Feb 7, 2025 | Assessment reviewed Oct 26, 2026 | Still applicable | |
| G2 review: Hex for Data ScienceID ir-03 | Blogs, Newsletters & Reviews | www.g2.com/ | Reviewer on G2 in Sporting Goods, Data scientist at a mid-market sporting goods companyself-described: Mid-market sporting goods company (51 to 1,000 employees), forecasting models | Small team | Published Feb 5, 2025 | Assessment reviewed Oct 26, 2026 | Still applicable | |
| G2 review: Hex - First Class Product for Data Visualization and CollaborationID ir-02 | Blogs, Newsletters & Reviews | www.g2.com/ | Reviewer on G2 in Information Technology and Services, Developer of LLM applications at a small IT services companyself-described: Small IT services company (50 or fewer employees), team data science projects | Small team | Published Jan 30, 2025 | Assessment reviewed Oct 26, 2026 | Still applicable | |
| G2 review: Great for sharing and collaborating, a bit frustrating for power usersID ir-01 | Blogs, Newsletters & Reviews | www.g2.com/ | Jeff D., Data Scientist (G2 reviewer)self-described: Mid-market company (51 to 1,000 employees), team with mixed notebook experience | Small team | Published Jan 28, 2025 | Assessment reviewed Oct 26, 2026 | Still applicable | |
| Hex pricingID pd-01 | Product Documentation | hex.tech/ | HexOfficial Hex documentation | Not counted (documentation) | No date stated | Documentation checked Oct 12, 2026 | Current | Verification only |
| CreditsID pd-02 | Product Documentation | learn.hex.tech/ | HexOfficial Hex documentation | Not counted (documentation) | No date stated | Documentation checked Oct 12, 2026 | Current | Verification only |
| Billing FAQID pd-03 | Product Documentation | learn.hex.tech/ | HexOfficial Hex documentation | Not counted (documentation) | No date stated | Documentation checked Oct 12, 2026 | Current | Verification only |
| AI in HexID pd-04 | Product Documentation | learn.hex.tech/ | HexOfficial Hex documentation | Not counted (documentation) | No date stated | Documentation checked Oct 12, 2026 | Current | Verification only |
| AI data privacyID pd-05 | Product Documentation | learn.hex.tech/ | HexOfficial Hex documentation | Not counted (documentation) | No date stated | Documentation checked Oct 12, 2026 | Current | Verification only |
| Data connections introductionID pd-06 | Product Documentation | learn.hex.tech/ | HexOfficial Hex documentation | Not counted (documentation) | No date stated | Documentation checked Oct 12, 2026 | Current | Verification only |
| Introduction to semantic modelingID pd-07 | Product Documentation | learn.hex.tech/ | HexOfficial Hex documentation | Not counted (documentation) | No date stated | Documentation checked Oct 12, 2026 | Current | Verification only |
| ThreadsID pd-08 | Product Documentation | learn.hex.tech/ | HexOfficial Hex documentation | Not counted (documentation) | No date stated | Documentation checked Oct 12, 2026 | Current | Verification only |
| Context StudioID pd-09 | Product Documentation | learn.hex.tech/ | HexOfficial Hex documentation | Not counted (documentation) | No date stated | Documentation checked Oct 12, 2026 | Current | Verification only |
| EvalsID pd-10 | Product Documentation | learn.hex.tech/ | HexOfficial Hex documentation | Not counted (documentation) | No date stated | Documentation checked Oct 12, 2026 | Current | Verification only |
| Hex MCP serverID pd-11 | Product Documentation | learn.hex.tech/ | HexOfficial Hex documentation | Not counted (documentation) | No date stated | Documentation checked Oct 12, 2026 | Current | Verification only |
| Workspace rolesID pd-12 | Product Documentation | learn.hex.tech/ | HexOfficial Hex documentation | Not counted (documentation) | No date stated | Documentation checked Oct 12, 2026 | Current | Verification only |
| SSOID pd-13 | Product Documentation | learn.hex.tech/ | HexOfficial Hex documentation | Not counted (documentation) | No date stated | Documentation checked Oct 12, 2026 | Current | Verification only |
| Migrate Looker dashboardsID pd-14 | Product Documentation | learn.hex.tech/ | HexOfficial Hex documentation | Not counted (documentation) | No date stated | Documentation checked Oct 12, 2026 | Current | Verification only |
| Hex EnterpriseID pd-15 | Product Documentation | hex.tech/ | HexOfficial Hex documentation | Not counted (documentation) | No date stated | Documentation checked Oct 12, 2026 | Current | Verification only |
