Hex
Hex is rebuilding analytics around an agent — now an MCP client that pulls context from anywhere.
A side-by-side editorial comparison of Umami and Tinybird — release velocity, themes, recent moves, and the top alternatives to consider.
Umami v3.1.0 ships custom dashboards and session replay on top of the v3 rewrite.
v3.1.0 is the headline: Boards (custom dashboards composed on a row/column canvas), Session Replay, Web Vitals performance tracking, a redesigned share page, and a long fix list. Underneath sit a December stretch of CVE patches across both v3 and v2 lines (Next.js security update), and the November v3.0.0 launch that established the new UI and architecture.
Tinybird funnels customers from Classic to Forward while widening connectors and SDK coverage.
Tinybird, a managed real-time analytics platform built on ClickHouse, is mid-transition from its Classic stack to a new architecture it calls Forward. Recent releases concentrate on three fronts: first-party connectors (DynamoDB, Kafka), deployment safety (explicit flags for destructive schema changes, ATTACH PARTITION, quarantine auto-cleanup), and SDK parity (TypeScript Kafka IAM auth, Python SDK). The cadence is steady and infrastructure-focused, aimed at making Forward production-ready for data-engineering teams running CI/CD.
v3.1.0 is the headline: Boards (custom dashboards composed on a row/column canvas), Session Replay, Web Vitals performance tracking, a redesigned share page, and a long fix list. Underneath sit a December stretch of CVE patches across both v3 and v2 lines (Next.js security update), and the November v3.0.0 launch that established the new UI and architecture.
Umami is moving past privacy-friendly pageview counting toward full product analytics — Boards turns it into a build-your-own dashboard tool, Session Replay adds qualitative behavior data, and Web Vitals brings performance into the same surface. The v3 rewrite was the foundation; v3.1 is where the surface area starts widening.
Expect deeper Session Replay tooling next — privacy filters, search/filter across replays, integration with Boards. Funnels and cohort analysis are the natural follow-ons given the dashboard composition primitive. The maintained v2 line will likely shrink to security-only patches.
Tinybird, a managed real-time analytics platform built on ClickHouse, is mid-transition from its Classic stack to a new architecture it calls Forward. Recent releases concentrate on three fronts: first-party connectors (DynamoDB, Kafka), deployment safety (explicit flags for destructive schema changes, ATTACH PARTITION, quarantine auto-cleanup), and SDK parity (TypeScript Kafka IAM auth, Python SDK). The cadence is steady and infrastructure-focused, aimed at making Forward production-ready for data-engineering teams running CI/CD.
The throughline is consolidation onto Forward and the wind-down of Classic: a migrate-to-forward CLI, documented Developer plan changes, and a hard BI Connector end-of-life on June 30, 2026. Connector breadth and deployment ergonomics are the active investment areas, with new APAC regions and cluster-selection APIs broadening where and how workspaces run.
Expect continued Classic deprecation toward a Forward-default platform, plus more first-party connectors and SDK coverage as migration tooling matures. The BI Connector sunset on June 30 is the next dated milestone in that wind-down.
Other Analytics products tracked by Sparkpulse, ranked by recent ship velocity. Each card links to a full editorial trajectory and lets you pivot into a head-to-head comparison with either Umami or Tinybird.
Hex is rebuilding analytics around an agent — now an MCP client that pulls context from anywhere.
Fulcrum is in steady maintenance mode, polishing its field-mapping and mobile data-capture core.
Lightdash keeps sanding down the edges of self-serve BI, chart by chart.
Apify is rebuilding the Actor platform as MCP-first agent infrastructure.
Duplicate Apache Superset row — same Helm-chart packaging feed, no distinct product signal
Superset's public feed is all Helm-chart packaging — the 6.x product work sits behind release votes
See all Umami alternatives → · See all Tinybird alternatives →
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
They serve adjacent needs but don't currently overlap on shipped themes. Tinybird is currently shipping more aggressively (velocity 5.0 vs 3.8), with 0 editorial sparks in the last 30 days against 0. See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Tinybird is currently shipping more aggressively (velocity 5.0 vs 3.8), with 0 editorial sparks in the last 30 days against 0. For your specific use case, the alternatives sections above list other Analytics products to evaluate alongside.
Top Umami alternatives in Analytics are ranked by recent ship velocity. Browse the "Umami alternatives" section above for the current picks, or visit /alternatives/umami for the full list with editorial commentary on each.
Top Tinybird alternatives in Analytics are ranked by recent ship velocity. Browse the "Tinybird alternatives" section above for the current picks, or visit /alternatives/tinybird for the full list with editorial commentary on each.