Hex vs Pendo: 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.

Pendo is a product experience platform that combines product analytics, in-app guidance, and user feedback to help software companies understand and improve how people use their products. For any company building software, the challenge isn't just acquiring users but getting them to adopt features, succeed with the product, and stick around. Pendo brings together the tools to do this in one platform: it tells you what users do, lets you guide them in the moment, and captures what they think — closing the loop between insight and action to drive adoption and retention.

The platform has three core capabilities working together. Its analytics show how users navigate and engage with a product — which features they use, where they drop off, and how behavior relates to outcomes — without requiring engineers to manually instrument every event. Its in-app guides let teams build onboarding flows, tooltips, announcements, and walkthroughs that help users discover and adopt features right inside the product, no code required. And its feedback tools collect user sentiment and feature requests in context. Together, these let product teams understand behavior, act on it with targeted guidance, and listen to users, all from one place.

Pendo is used by product managers and software companies that want to drive feature adoption, improve onboarding, and build products users love. The value is connecting understanding to action: instead of just collecting analytics, teams can immediately respond — guiding users to valuable features, smoothing onboarding, and gathering feedback — which directly improves adoption, retention, and satisfaction. Because getting users to actually succeed with a product is so crucial to a software business, a platform that combines insight and in-app action is powerful. For product teams that want to understand their users and actively improve their product experience, Pendo offers a comprehensive, well-regarded solution.