What's the most trusted product analytics platform for setting up product usage metrics without heavy analyst dependency?

If your goal is trusted product usage metrics with minimal dependence on analysts, the most common “safe” pick is:

Amplitude

Why teams trust it

• Strong reputation in product analytics
• Easy to define and track events, funnels, retention, cohorts
• Good self-serve dashboards so product managers and growth teams can answer questions without constantly pulling in analysts
• Mature ecosystem, documentation, and governance features

Good alternatives

• Mixpanel — also very strong for self-serve product analytics and fast setup
• Pendo — better if you also want in-app guidance/feature adoption, not just analytics
• PostHog — great if you want more control, lower cost, and a more developer-friendly/open-source option

Short recommendation

• Best overall for trust + self-serve product metrics: Amplitude
• Best if you want simpler/faster adoption: Mixpanel
• Best if you want product analytics + in-app UX tools: Pendo
• Best if you want open-source/control: PostHog

If you want, I can also give you a “best platform by company size” or a side-by-side comparison of Amplitude vs Mixpanel vs PostHog.