Amplitude vs Hex: Which Is Better in 2026?

Amplitude is a product analytics platform that helps teams understand how people actually use their digital products and what drives them to stay, engage, and grow. Knowing how many visitors a site gets is easy; understanding the behaviour that leads to retention and revenue is the hard and valuable part. Amplitude focuses squarely on that behavioural layer, tracking what users do inside a product — the actions they take, the paths they follow, the features they adopt — so teams can move beyond vanity metrics to genuine insight about what makes their product succeed or fail.

The platform lets teams analyse user behaviour in depth without needing to write code for every question. You can build funnels to see where users drop off in a key flow, measure retention to understand whether people keep coming back, segment users to compare how different groups behave, and trace the paths people take through your product to find friction and opportunity. By connecting these behaviours to outcomes, Amplitude helps answer the questions that actually matter for growth: which features drive long-term engagement, what separates power users from those who churn, and what changes will move the metrics that count. It's built to make this kind of analysis accessible to product managers and growth teams, not just data scientists.

Amplitude is used by product, growth, and data teams at companies of all sizes who want to make decisions based on real user behaviour rather than guesswork. The value is clarity: instead of arguing about what users want, teams can look at what users do and build accordingly, testing hypotheses and measuring impact. This evidence-based approach to product development tends to compound — teams that genuinely understand their users iterate faster and make better bets. For any business whose success depends on building a product people love and keep using, Amplitude provides the behavioural insight to understand the why behind the numbers and to focus effort where it will actually drive engagement, retention, and growth.

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.