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Comparison · Analytics
Countly vs Omni
A side-by-side editorial comparison of Countly and Omni — release velocity, themes, recent moves, and the top alternatives to consider.
Countly vs Omni: at a glance
What is Countly?
Countly is running two release lines on autopilot while quietly hardening its self-hosted core.
Countly ships paired patch releases on its 24.05 and 25.03 branches every one to three weeks, and most of them are fixes: data-manager transformations, event keys with special characters, chart tooltips. The substantive work of the last quarter was security: sanitized HTML sinks, scoped event hooks, a slimmer Docker image, and a sandbox swap for custom hook code. New capability is concentrated in the enterprise journey engine and a rebuilt license system.
What is Omni?
Omni ships dbt on Trino and MCP app management, extending AI-native BI coverage
Omni is pushing hard on two fronts simultaneously: warehouse integration depth (dbt on Trino, Databricks query tagging, GitHub App authentication for dbt) and AI-native interfaces (MCP server tools for app management, dashboard PNG exports from MCP clients, user memory in AI chat). Apps reaching general availability in the August 31 release was a product maturity milestone. The result is a BI tool that increasingly treats AI agents as first-class consumers of analytics data.
Countly vs Omni: editorial side-by-side
Countly
5.0ANALYTICS
Countly is running two release lines on autopilot while quietly hardening its self-hosted core.
◆ Current state
Countly ships paired patch releases on its 24.05 and 25.03 branches every one to three weeks, and most of them are fixes: data-manager transformations, event keys with special characters, chart tooltips. The substantive work of the last quarter was security: sanitized HTML sinks, scoped event hooks, a slimmer Docker image, and a sandbox swap for custom hook code. New capability is concentrated in the enterprise journey engine and a rebuilt license system.
◆ Where it's heading
The product is in a maintenance-and-hardening phase rather than a feature push, with the LTS branch absorbing the security work and enterprise customers getting the few new features. The License v2 entitlements and slot model, plus tracker-side license lifecycle reporting, suggest Countly is tightening how it meters and enforces paid self-hosted installs. Journey engine is the one surface that keeps gaining capability release after release.
◆ Prediction
Expect License v2 to reach the LTS branch and further journey-engine additions in the next 25.03.x release; the entries give no signal of a new major line yet.
Omni
7.5ANALYTICS
Omni ships dbt on Trino and MCP app management, extending AI-native BI coverage
◆ Current state
Omni is pushing hard on two fronts simultaneously: warehouse integration depth (dbt on Trino, Databricks query tagging, GitHub App authentication for dbt) and AI-native interfaces (MCP server tools for app management, dashboard PNG exports from MCP clients, user memory in AI chat). Apps reaching general availability in the August 31 release was a product maturity milestone. The result is a BI tool that increasingly treats AI agents as first-class consumers of analytics data.
◆ Where it's heading
The MCP surface expands in nearly every release — searchDashboards, then PNG exports, now app management tools. Omni is building toward a state where an AI agent can autonomously navigate, configure, and extract data from an Omni workspace without human mediation. The dbt integration expansion across database backends (Trino joins Snowflake/BigQuery) widens the addressable data stack and signals that dbt-first teams are a priority customer segment.
◆ Prediction
Omni will expand MCP tool coverage to include dashboard creation and workbook manipulation, completing the loop on full agent-driven BI workflows.
Alternatives to Countly and Omni
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 Countly or Omni.
Kubecost
Kubecost's public feed is a string of release-candidate version bumps toward 3.3.
OpenHouse
OpenHouse is building the governance and optimizer plumbing a self-managing Iceberg catalog needs.
Holistics
Holistics is putting AI to work on top of the warehouse's own semantic layer.
Microsoft Clarity
Clarity keeps turning bot traffic and AI citations into a second analytics product.
OpenCTI
OpenCTI ships near-daily, steering security coverage and AI work through XTM One.
See all Countly alternatives → · See all Omni alternatives →
Recent activity from Countly and Omni
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 1d agoCountly24.05.54: data-manager merge and logging fixes
- 9d agoOmniOmni: dbt on Trino and MCP app management tools land together ⚡
- 9d agoCountly25.03.54: License v2 entitlements and journey charts
- 17d agoOmniSeptember 7: composite topics API, Skills API, and sidebar undo
- 22d agoOmniOmni Apps reach GA; MCP clients can now export dashboard PNGs ⚡
- 28d agoCountly25.03.53-LTS: security patches for sinks, OIDC and surveys
- 28d agoCountly24.05.53: tooltip escaping and OIDC security fixes
- 1mo agoOmniAugust 24: Agent workbook navigation, user memory in AI chat, CLI v1.2
- 1mo agoOmniAugust 17: Embedded apps preview, Databricks query tagging, model forecasting
- 1mo agoOmniAugust 10: composite topic filters, dashboard query stop, full-screen preview editing
- 1mo agoCountly25.03.52-LTS: isolated-vm hook sandbox and slimmer images
- 1mo agoCountly24.05.52: fixes for event keys with special characters
Frequently asked questions
What is the difference between Countly and Omni?
They serve adjacent needs but don't currently overlap on shipped themes. Omni is currently shipping more aggressively (velocity 7.5 vs 5.0), with 2 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.
Is Countly better than Omni?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Omni is currently shipping more aggressively (velocity 7.5 vs 5.0), with 2 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.
What are the best alternatives to Countly?
Top Countly alternatives in Analytics are ranked by recent ship velocity. Browse the "Countly alternatives" section above for the current picks, or visit /alternatives/countly-server for the full list with editorial commentary on each.
What are the best alternatives to Omni?
Top Omni alternatives in Analytics are ranked by recent ship velocity. Browse the "Omni alternatives" section above for the current picks, or visit /alternatives/omni for the full list with editorial commentary on each.