RStudio
RStudio's first October patch is a branch merge, extending a long run of release-train upkeep.
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 25.03.58 tightens API tokens, sessions and login lockouts in one security patch.
Countly 25.03.58 is a security-heavy patch for the 25.03 line. App-restricted tokens must now declare their permissions, password changes and member lockouts revoke tokens, single-use tokens and reset links work once even under concurrency, and login failures count per account regardless of username casing. It also tightens access to dashboards, dbviewer and exports, and fixes file migration, remote-config targeting and star-rating widgets.
What is Omni?
Omni tightens Omni Agent's query validation and lets admins set roles at invite.
Omni ships a weekly bundle on two fronts: warehouse and modeling depth (dbt on Trino, composite topics and Skills in the API) and AI and automation interfaces (MCP tools, Omni Agent editing, routines). The week of October 19 adds role selection during invitations, better query validation in Omni Agent and layered chart legend customization. The week before let users send dashboards built in Claude into Omni.
Countly vs Omni: editorial side-by-side
Countly
5.0ANALYTICS
Countly 25.03.58 tightens API tokens, sessions and login lockouts in one security patch.
◆ Current state
Countly 25.03.58 is a security-heavy patch for the 25.03 line. App-restricted tokens must now declare their permissions, password changes and member lockouts revoke tokens, single-use tokens and reset links work once even under concurrency, and login failures count per account regardless of username casing. It also tightens access to dashboards, dbviewer and exports, and fixes file migration, remote-config targeting and star-rating widgets.
◆ Where it's heading
The 25.03 LTS line keeps absorbing security work at a fast clip: an upstream Node CVE, certificate distrust, and now a sweep of Countly's own token and permission model. Feature work stays in enterprise licensing and journeys, while LTS releases mostly harden what exists.
◆ Prediction
Expect a matching 24.05 backport of the token and permission fixes. Token owners may also need migration guidance, since existing app-restricted tokens without permissions are now limited to their owner's rights.
Omni
5.0ANALYTICS
Omni tightens Omni Agent's query validation and lets admins set roles at invite.
◆ Current state
Omni ships a weekly bundle on two fronts: warehouse and modeling depth (dbt on Trino, composite topics and Skills in the API) and AI and automation interfaces (MCP tools, Omni Agent editing, routines). The week of October 19 adds role selection during invitations, better query validation in Omni Agent and layered chart legend customization. The week before let users send dashboards built in Claude into Omni.
◆ Where it's heading
Omni is positioning itself as the governed destination for analysis that starts in outside AI assistants as well as its own agent. Each week extends the API and MCP surface, and this week's agent work is about correctness of generated queries rather than new reach.
◆ Prediction
Expect more import paths from external AI tools and further MCP coverage of content management; the October 19 note is a one-line summary, so details of the agent validation changes aren't visible.
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.
OpenReplay
OpenReplay moves its Go backend to pgx v5 and patches vulnerable deps across 1.25–1.27.
Basedash
Basedash automations can now attach scheduled CSV exports to Slack and email.
OpenPanel
OpenPanel tags three more note-free builds in one evening, reaching 3.16.4.
Fulcrum
Fulcrum turns on Insights, its AI assistant for field data, for every customer.
Holistics
Holistics lets admins put a key dashboard on everyone's Home page.
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 agoCountlyCountly 25.03.58: token scoping, revocation and access fixes
- 2d agoOmniInvite-time roles, Omni Agent query validation, layered legends
- 3d agoCountlyCountly 25.03.57-LTS distrusts emSign roots, fixes A/B setup
- 6d agoCountlyCountly 25.03.56-LTS: Node CVE patch, licence overdue banner
- 8d agoOmniClaude-built dashboards import to Omni; new API and MCP endpoints
- 15d agoOmniWorkbook schedules and alerts; AI model suggestions go GA
- 17d agoCountlyCountly 25.03.55: throttled active-user refresh, explicit DB names
- 23d agoOmniChart labels, multi-user Slack routines, AI summaries in downloads
- 27d agoOmniExternal users, conditional routines and Omni Agent web search
- 29d agoCountly24.05.54: data-manager merge and logging fixes
- 1mo agoOmnidbt on Trino, embedded routines and MCP app-management tools ⚡
- 1mo agoCountly25.03.54: License v2 entitlements and journey charts
Frequently asked questions
What is the difference between Countly and Omni?
They serve adjacent needs but don't currently overlap on shipped themes. Countly and Omni are shipping at a similar cadence (velocity 5.0 vs 5.0, both within Sparkpulse's "active" band). 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. Countly and Omni are shipping at a similar cadence (velocity 5.0 vs 5.0, both within Sparkpulse's "active" band). 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.