Hex+65 Strong positive

GILD Review

GILD's call and the buying facts behind it.

From GILD research

Should we adopt Hex?

Is your warehouse modeled well enough for business users to ask Hex directly?

30-Second TakePick Hex if your data team models the warehouse and wants notebooks and business users' AI answers on one context.
Best fitData teams on Snowflake, BigQuery, or Databricks that want analysts and business users working from the same governed context.GILD Review
Consider another workflowIf people mostly analyze spreadsheets and exports, a general assistant such as ChatGPT covers that without a warehouse project; if analytics already lives in Databricks, evaluate Genie first.GILD Review

Drawn from 76 sources and 2 operator insights

GILD analysis

Hex Review

Buy Hex if your data team already models the warehouse and wants notebooks and business users' AI answers on the same context. By default Threads answers Explorers only from endorsed data, and Context Studio shows the data team where answers fail. The catch is ongoing curation of semantic models, guides, and evals, plus credits once heavy AI use passes each seat's monthly grant.

AI Data Analysis
AI Adoption

The decision

Best fit: Data teams on Snowflake, BigQuery, or Databricks that want analysts and business users working from the same governed context.
Consider another workflow: If people mostly analyze spreadsheets and exports, a general assistant such as ChatGPT covers that without a warehouse project; if analytics already lives in Databricks, evaluate Genie first.
Adoption condition: Endorsed data, a semantic model, and a passing eval set for each data domain before Threads opens to that team.

Basis: Hex documentation and pricing, plus public accounts, including Sentry's measured Threads response times. Measure in a pilot: run a YAML eval suite of each domain's required questions before and after endorsing its data.

Buying & deployment factsWhat business and product leaders should verify before rolling it out across teams.

How you buy it

US$36

Per Editor per month on Professional. Team is US$75, and every plan allows unlimited users.

Source 1, Hex, Pricing: Pricing Source 5, Hex, Billing FAQ: Billing FAQ

Details

Hex charges per Editor seat in US dollars. Community is free. Professional costs US$36 and Team US$75 per Editor per month, billed monthly on self-serve with a 14-day Team trial. Enterprise is custom-priced on an order form and billed annually. Every plan allows unlimited users. Explorer seats for business users are a paid per-seat add-on.

Cost drivers

30 credits

A month on Professional, 40 per Team Editor, with no rollover. A simple question uses about 1.

Source 2, Hex, Credits: Credits Source 1, Hex, Pricing: Pricing

Details

Seats and AI credits drive cost. Monthly grants expire without rollover, with 30 credits on Professional and 40 per Team Editor. Hex's examples use about 1 credit for a simple question and about 10 for a data app. Auto top-ups buy 50 credits for US$25. Compute above Medium is billed per minute, from US$0.32 an hour.

Where it runs

16 databases

Queried live from Hex's AWS cloud, including Snowflake, BigQuery, and Databricks.

Source 1, Hex, Pricing: Pricing Source 6, hex.tech, Data security: Data security Source 4, Hex, Data connections: Data connections

Details

Hex runs on AWS, multi-tenant by default. Team offers an EU multi-tenant stack by contract, and Enterprise adds single-tenant and HIPAA deployments as add-ons. Hex connects to 16 supported databases, including Snowflake, BigQuery, Databricks, and Redshift, and queries them through those connections.

What to verify

OIDC only

No SAML. SSO, audit logs, and your own AI key come with Enterprise.

Source 7, Hex, SSO: SSO Source 1, Hex, Pricing: Pricing Source 3, Hex, AI data privacy: AI data privacy Source 8, learn.hex.tech, Data retention: Data retention

Details

SSO is OIDC only, with no SAML, and comes on Enterprise with OAuth warehouse connections, audit logs, and bring-your-own-key AI. Whether Hex uses AI session data to improve its AI features depends on the plan's terms, and an admin can opt out at any time without turning AI features off. Cell outputs are stored indefinitely by default, and select Enterprise plans can set 7, 14, 30, 60, or 90 day retention for cell outputs and cached warehouse data.