Hex vs Metabase: Which Is Better in 2026?

Hex is a modern, collaborative data workspace that brings together notebooks, SQL, Python and interactive data apps in one platform — designed to help data teams explore data, build analyses, and share insights far more effectively than traditional notebooks or BI tools allow. It blends the flexibility of a code notebook with the polish and shareability of a business intelligence tool, addressing the long-standing gap between how data scientists work and how the rest of the organization consumes their work.

In Hex, analysts and data scientists work in a flexible environment where they can mix SQL queries and Python code, connect to their data warehouses and sources, and build analyses fluidly. But the real magic is what happens next: with little extra effort, that exploratory work can be turned into a polished, interactive data app or report — complete with visualizations, filters and narrative — that stakeholders can use and explore themselves, without touching code. This collapses the usual gap between analysis and a shareable, presentable deliverable.

Collaboration and AI are central to the experience. Multiple people can work together in a project in real time, comment and build on each other's work, and Hex's AI features help write queries, explain code, and accelerate analysis. This makes data work more accessible and reproducible, and helps spread data literacy across teams. Hex is popular with data teams at modern companies who want to move beyond static dashboards and disconnected notebooks toward an integrated, collaborative analytics workflow. For organizations that want their data teams to explore, analyze and share insights in one powerful, collaborative and increasingly AI-assisted environment — and to turn analyses into interactive tools the whole business can use — Hex offers a compelling, contemporary platform.

Metabase is a business intelligence tool that makes company data accessible to everyone, not just analysts and engineers. Its founding idea is that the people who have questions about the business — marketers, founders, operations leads, support managers — shouldn't have to file a request and wait days for someone who knows SQL to answer them. Metabase connects to your databases and data warehouses and gives anyone a friendly, point-and-click way to explore that data, ask questions, and build dashboards, dramatically widening who in an organisation can actually use its data to make decisions.

The experience is built for non-technical users without limiting the technical ones. A visual query builder lets you filter, group, and summarise data by clicking rather than writing code, turning a vague question like "how did sign-ups trend by plan last quarter?" into a chart in minutes. Power users who do know SQL can drop into a full editor for complex analysis, and the results are just as easy to save, share, and pin to a dashboard. Dashboards update automatically, can be scheduled to email or message your team, and support filters so one dashboard serves many views. Because Metabase is open source, teams can self-host it for full control and privacy, or use the hosted version for convenience.

Metabase is a favourite of startups and growing companies that want a data-driven culture without the cost and complexity of heavyweight enterprise BI platforms. It blends product, revenue, marketing, and operational data into shared dashboards that keep everyone looking at the same numbers, which is often the first real step from gut-feel decisions to evidence-based ones. By lowering the barrier to exploring data to almost nothing, Metabase helps organisations answer their own questions quickly — and the teams that can answer their questions fastest tend to be the ones that learn and adapt fastest, too.