12 Best Analytics Tools in 2026

Route, debug, and analyze LLM API calls with an open-source AI gateway and observability platform built for teams scaling AI applications.

Trace, evaluate, and improve AI agents with one open platform — use production data to understand behavior, collaborate on fixes, and ship better qual...

Fix application errors and performance issues faster with connected traces, logs, replays, and AI-powered root cause analysis — all from a single SDK.

Run A/B, split URL, and multivariate tests across web, mobile, and server-side to boost conversions and optimize digital experiences

Run experiments, manage feature flags, analyze product data, and replay sessions — all in one platform with a generous free tier backed by enterprise-...

Unite subscription analytics, revenue forecasting, and SaaS benchmarks into one real-time view — track performance and automate growth workflows for a...

Subscription analytics and insights platform that helps SaaS businesses track metrics, recover failed payments, forecast revenue, and reduce churn.

AI-powered analytics that turns business performance data into clear answers your team can understand, explain, and act on instantly

Build interactive dashboards and shareable reports from your data — free with Google-native and partner connectors, real-time collaboration, and embed...

Open source AI analytics platform that lets you query data in natural language, build self-service dashboards, and embed customer-facing analytics — d...

AI-powered product analytics platform that helps teams understand user behavior, run experiments, and get real-time answers from data without dashboar...

Product analytics platform that helps teams track user behavior, measure conversions, improve retention, and get proactive AI-driven insights — no dat...