Hex review

Hex comes at plain-language analysis from the data team's side. Threads, its conversational analytics feature, lets anyone ask a question in plain language and get an answer drawn from the company's semantic models, metric definitions and docs, with each step open for inspection. People can also ask from Claude, ChatGPT or Slack. Behind that sits a full notebook with SQL and Python, published data apps and the Hex agent. Pricing starts with a free Community plan, then Professional at $36 per editor per month with up to 5 published apps, and Team at $75 per editor with unlimited apps, scheduled runs and alerts and a 14-day free trial. The catch for business users is setup: answers are only as good as the semantic models a data team builds first, and Hex is a heavier product than a chat tool. For a company that already has a warehouse and analysts, it is the strongest way to give everyone else trusted self-serve answers.

Who it is for

companies with a data team and a warehouse

Price

Free Community plan; Professional $36 per editor per month; Team $75 per editor per month with a 14-day trial; Enterprise custom.

Professional For individuals accelerating data insights and solo workflows. $36 per Editor / month
Quoted from the vendor pricing page on November 12, 2026.

Key features

• Threads answers plain-language questions using your semantic models, metrics and docs
• Ask Hex from Claude, ChatGPT and Slack through MCP and integrations
• Hex agent with credits on paid plans and a trial on Community
• Up to 5 published apps on Professional, unlimited on Team
• Scheduled runs and alerts on Team

Strengths and weaknesses

• Strength: Answers come from your own definitions and every step can be inspected
• Strength: Free Community plan that can connect any data source
• Strength: Vendor states annual SOC 2 Type II and HIPAA audits
• Weakness: Needs someone to model data before business users get reliable answers
• Weakness: Scheduled runs and unlimited apps start on Team at $75 per editor
• Weakness: Large compute profiles are billed by the minute on top of seats

Key facts

• Free plan: Yes, Community
• Free trial: 14 days of Team, no card required
• Student pricing: Professional free for students and educators

Where it ranks

Hex is No. 5 in our Best AI Data Analysis Tools verdict.