What it is
Hex is a data workspace that combines SQL, Python and no-code cells in one notebook. Analysts connect it to a data warehouse, do their analysis, and publish the result as an interactive app or report that colleagues can use without touching code.
AI is built in at several levels. The Notebook Agent writes and fixes SQL and Python, builds charts, and can carry out multi-step analysis from a request. Threads lets business users ask data questions in plain English, answered from the company's own data and, by default, only from assets the data team has endorsed. Guides and the Semantic Model Agent keep shared definitions consistent.
AI features draw on a monthly credit grant per paid seat. The free Community plan includes a trial of the agent and small compute; Team adds scheduled runs, unlimited published apps, Slack and Tasks.
Our review
Hex earns its place by removing the copy-paste between a notebook and a dashboard. SQL, Python and no-code cells share one file, and the result publishes as an app with filters that a finance lead can use. Analysts on Reddit and Hacker News mostly praise its speed and multiplayer editing; the complaints are about cost, not capability.
The AI is useful because it has context. The Notebook Agent sees the schema, earlier cells and semantic models, so its SQL starts from the company's real tables. Threads, Hex's self-service question box, runs in Endorsed Mode for Explorers by default, which limits answers to assets the data team has signed off. That default is the right one: an unendorsed agent loose on a raw warehouse is how a board deck ends up with the wrong revenue figure.
The seat model is the catch. Editors cost $36 on Professional or $75 on Team, but anyone who asks Threads a question needs an Explorer seat, which the roles documentation calls a paid seat and prices only through sales. A data team can therefore quote its own cost exactly and the company-wide rollout not at all. Professional also caps published apps at 5 and keeps 30 days of version history.
Security is in good order and mostly sits at the top tier. Hex is audited annually for SOC 2 Type II and HIPAA, and its privacy FAQ says its model providers neither train on nor retain customer data by default. OIDC SSO, audit logs, bring-your-own OpenAI or Anthropic keys, and single-tenant or HIPAA deployments are Enterprise items. Compute is free up to Medium; a 64 GB profile is $1.29 an hour and an A10G GPU $4.06.
Against Julius AI, Hex asks more of a team: a warehouse connection, someone to model the data, and editors who write code. Against ThoughtSpot it is cheaper for a small data team and weaker as a governed BI layer for thousands of viewers.
Where it earns its place
A four-person analytics team on Snowflake
Replace a tangle of Jupyter notebooks and one-off dashboards
Team seats at $75 cost $300 a month and give unlimited published apps, scheduled runs and alerts. The agent's monthly credits cover routine SQL work; extra credits can be bought and do not roll over.
A head of data at a 300-person SaaS company
Let sales and finance answer their own questions without bad numbers
Publish endorsed tables and semantic models, then give managers Explorer seats so Threads answers only from those. Explorer pricing is not published, so get a quote before promising a company-wide rollout.
A healthcare analytics group handling patient data
Run notebooks on PHI under a compliant contract
HIPAA, a BAA and single-tenant deployment are Enterprise add-ons. Admins should keep off the advanced models whose providers retain prompts for safety monitoring.
Before you commit
- Setup
- Sign up, connect a warehouse such as Snowflake or BigQuery, and the first SQL cell runs in minutes; useful Threads answers need endorsed tables or a semantic model first.
- Integrations
- Major warehouses and databases, Slack (Team and up), an Observability API and OAuth database connections on Enterprise.
- Data and privacy
- SOC 2 Type II and HIPAA audits; Hex's LLM providers do not train on customer data and do not retain it by default; single-tenant and EU hosting on Enterprise.
- Cost at scale
- Ten editors on Team cost $750 a month before Explorer seats, extra AI credits and paid compute such as a 4XL profile at $2.58 an hour.
- Limits
- Professional caps published apps at 5 and version history at 30 days; AI credits per seat refresh monthly without rollover; trials run on Medium compute only.
What's good
- SQL, Python and no-code cells in one notebook
- Notebook Agent works from your schema and semantic models
- Threads limited to endorsed data by default
- SOC 2 Type II and HIPAA audits; providers do not train on data
What's not
- Explorer seats for Threads users are priced only by sales
- Scheduling, unlimited apps and Slack agent need the $75 Team plan
- SSO and audit logs are Enterprise-only
- Needs a warehouse and a technical owner to set up
Best for
Data teams that write SQL or Python and want to share AI-assisted analysis with the rest of the company.
Alternatives
Hex: common questions
- Is Hex worth it?
- Hex is where analysts already writing SQL and Python should put their work, but the price of letting the rest of the company ask questions is not on the pricing page. We rate it 4.5 out of 5.
- How much does Hex cost?
- Community free (agent trial, small compute); Professional $36/editor/month; Team $75/editor/month (14-day trial); Enterprise custom. Explorer seats priced by sales. Larger compute from $0.32/hour. Free Professional for students and educators.
- What are the downsides of Hex?
- Explorer seats for Threads users are priced only by sales; scheduling, unlimited apps and Slack agent need the $75 Team plan; sSO and audit logs are Enterprise-only; needs a warehouse and a technical owner to set up.
- Who is Hex best for?
- Data teams that write SQL or Python and want to share AI-assisted analysis with the rest of the company.
- How much does Hex cost for a team or in production?
- Ten editors on Team cost $750 a month before Explorer seats, extra AI credits and paid compute such as a 4XL profile at $2.58 an hour.
- Is Hex safe for company data?
- SOC 2 Type II and HIPAA audits; Hex's LLM providers do not train on customer data and do not retain it by default; single-tenant and EU hosting on Enterprise.
- What are the best Hex alternatives?
- The closest alternatives we have reviewed are Julius AI and ThoughtSpot.
Answers checked Oct 23, 2026.
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