Hex vs Data Studio (Looker Studio)
Hex vs Data Studio (Looker Studio) for AI data analysis: compare capabilities, integrations and pricing in 2026. Hex is best for collaborative AI data.
Hex Best for: Collaborative AI data notebooks and apps for analytics teams | Data Studio (Looker Studio) Best for: Free-to-start, Google-integrated BI dashboards and reports (the product formerly called Looker Studio, renamed back to Data Studio in April 2026) | |
| Overview | Collaborative data notebook and app-building platform with a built-in AI agent for SQL and Python. Community tier is free with limited features; Professional and Team plans are billed monthly per Editor seat, with GPU compute available as a separate pay-as-you-go add-on. | Data Studio (formerly Looker Studio, originally Google Data Studio) is Google's business intelligence tool for building interactive dashboards and reports from more than 1,400 data connectors, with a free self-service tier and an optional paid Pro tier. A natural-language Conversational Analytics preview is now available to all users, while some Gemini-assisted features remain tied to the paid tier. |
| Pricing | Freemium | Freemium |
| Users | — | — |
| Advantages | ✅Real-time collaborative notebooks — multiple users simultaneously ✅Built-in Hex agent for AI-assisted SQL and Python generation and explanation, trialable on the free plan ✅Published apps let non-technical stakeholders interact with outputs without code access ✅Connects to Snowflake, BigQuery, Databricks, and Redshift ✅GPU compute available for ML workloads at published hourly rates (A10G $4.06/hr, L4 $2.93/hr) | ✅Genuinely free tier with unlimited reports and data sources, only a Google account required ✅More than 1,400 data sources, including over 1,300 Community Connectors, plus deep native ties to BigQuery, Google Ads, Analytics and Sheets ✅Conversational Analytics now works in natural language for every user, with a 'Show reasoning' toggle for transparency ✅Pro tier brings real team governance: workspaces, scheduled delivery, mobile app and a 99.9% SLA ✅Browser-based with no installation and easy report sharing, similar to sharing a Google Doc |
| Disadvantages | ❌Community free tier is limited to small compute and only three shared collections/components, suited to individual trial use rather than full team collaboration ❌Enterprise pricing is custom and requires contacting sales ❌GPU compute for ML workloads is billed separately by the hour, adding to total cost beyond seat pricing ❌Enterprise plans use an additional Explorer seat add-on separate from standard Editor seats, adding complexity to budgeting | ❌Some Gemini-assisted features, like AI-suggested calculated fields and Slides export, remain locked behind paid Pro ❌Pro is billed per project, so agencies pay $9/user for every client project separately ❌Performance can degrade on large datasets or reports with heavily blended data ❌Advanced enterprise modeling requires the separate, quote-based Looker product, not this tool ❌The product was renamed from Looker Studio back to Data Studio in April 2026, which can cause confusion with older links and documentation |
| Rating | … | … |
| Website | hex.tech | datastudio.google.com |
Verdict: Which Should You Choose?
Choose Hex if…
- ✅ You want collaborative SQL and Python notebooks where multiple analysts can work together in real time.
- ✅ You need an AI agent that writes and explains SQL or Python code directly inside your analysis workflow.
- ✅ You want to publish interactive apps so non-technical stakeholders can explore data without touching code.
- ✅ You need native connections to Snowflake, BigQuery, Databricks, or Redshift along with on-demand GPU compute for ML workloads.
Choose Data Studio (Looker Studio) if…
- ✅ You want a genuinely free BI tool with unlimited reports and data sources using just a Google account.
- ✅ You need to connect to more than 1,400 data sources, including deep ties to BigQuery, Google Ads, Analytics, and Sheets.
- ✅ You want to ask questions about your data in plain language using Conversational Analytics, available to all users for free.
- ✅ You're a team that wants scheduled report delivery, workspaces, a mobile app, and an SLA under the paid Pro tier.