Dashboards, charts & notebooks
Dashboards look great until you hit chart caps, segment limits and a Plus tier that doesn't include the advanced analysis you bought the tool for.
What people actually say
✕Hard charting limits: max 10 user segments per chart, 30 segments shown at once, daily granularity capped at 365 days — large product orgs run into these constantly.
Source: Amplitude docs, Limits ↗✕Causal insights, advanced behavioural analysis and the more sophisticated chart types only unlock on Growth and above — Plus dashboards are intentionally shallow.
Source: Amplitude pricing page ↗✕Non-paying customers who exceed monthly limits three times have their account blocked outright — losing access to all charts and dashboards until they upgrade.
Source: Amplitude docs, account blocking ↗
Metabase pointed at your Postgres event store, with a thin React layer for the four dashboards execs open daily. Alerts run from Inngest cron jobs into Slack. No 10-segment cap, no causal-insights paywall, no account block when your traffic surges.