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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.
Shared themes:analytics
Countly vs Omni: at a glance
What is Countly?
Countly ripped out its custom-code sandbox and rebuilt its Docker stack from scratch in a single LTS drop.
Countly is in an extended security hardening cycle, maintaining two parallel LTS lines — 25.03.x and 24.05.x — with coordinated patch releases. The 25.03.52-LTS was structurally significant: Docker images rebuilt as multi-stage on Debian 13 and Node.js 24 to strip compilers and build tooling from production images, the legacy v8-sandbox replaced by isolated-vm eliminating network, filesystem, and process access from custom hooks, and the A/B testing backend migrated from end-of-life Python 3.8 and pystan to Python 3.12 and cmdstanpy. The 25.03.53 and 24.05.53 patches that followed addressed XSS, OIDC session handling, and embedded widget cross-origin policies.
What is Omni?
Omni now accepts dashboards built in Claude, pairing it with more API and MCP endpoints.
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 12 lets users send dashboards built in Claude into Omni and adds a batch of API endpoints and MCP tool updates; the week before brought workbook schedules and alerts and GA for AI model suggestions.
Countly vs Omni: editorial side-by-side
Countly
6.3ANALYTICS
Countly ripped out its custom-code sandbox and rebuilt its Docker stack from scratch in a single LTS drop.
◆ Current state
Countly is in an extended security hardening cycle, maintaining two parallel LTS lines — 25.03.x and 24.05.x — with coordinated patch releases. The 25.03.52-LTS was structurally significant: Docker images rebuilt as multi-stage on Debian 13 and Node.js 24 to strip compilers and build tooling from production images, the legacy v8-sandbox replaced by isolated-vm eliminating network, filesystem, and process access from custom hooks, and the A/B testing backend migrated from end-of-life Python 3.8 and pystan to Python 3.12 and cmdstanpy. The 25.03.53 and 24.05.53 patches that followed addressed XSS, OIDC session handling, and embedded widget cross-origin policies.
◆ Where it's heading
Countly is hardening its self-hosted security posture — the isolated-vm switch and Docker rebuild reduce attack surface without changing the product surface for end users. Running two LTS tracks simultaneously signals a maturing enterprise customer base that cannot upgrade on a quarterly cadence. Feature development in journey_engine and content continues on a separate lane from the security work, suggesting the two concerns are intentionally decoupled.
◆ Prediction
The Node.js 22/24 migration will propagate to additional components. The isolated-vm change will likely prompt tighter documentation of what custom code can and cannot access. Dual LTS maintenance continues as long as significant deployments remain on 24.05.x.
Omni
6.3ANALYTICS
Omni now accepts dashboards built in Claude, pairing it with more API and MCP endpoints.
◆ 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 12 lets users send dashboards built in Claude into Omni and adds a batch of API endpoints and MCP tool updates; the week before brought workbook schedules and alerts and GA for AI model suggestions.
◆ Where it's heading
Omni is positioning itself as the governed destination for analysis that starts in outside AI assistants, not only in its own agent. Each week extends the API and MCP surface so external tools can create and manage content, while scheduled delivery spreads across more of the product.
◆ Prediction
Expect more import paths from external AI tools and further MCP coverage of content management; this week's note is a one-line summary, so the details of the Claude path aren't visible yet.
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.
ChartMogul
ChartMogul's MRRaudit goes after its own core problem: MRR figures that don't reconcile.
Swetrix
Swetrix adds opt-in outbound link tracking, filling another gap in its tracker.
Keboola
Keboola sets February 4, 2027 to stop sending Storage API tokens by email.
TimescaleDB
TimescaleDB 2.31 speeds columnstore UPDATE/DELETE and previews a new integer compressor.
Chord
Chord adds Amazon Conversions API to its CDP destinations as the catalog keeps widening.
See all Countly alternatives → · See all Omni alternatives →
Recent activity from Countly and Omni
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 2d agoOmniClaude-built dashboards import to Omni; new API and MCP endpoints
- 9d agoOmniWorkbook schedules and alerts; AI model suggestions go GA
- 17d agoOmniChart labels, multi-user Slack routines, AI summaries in downloads
- 21d agoOmniExternal users, conditional routines and Omni Agent web search
- 1mo agoOmnidbt on Trino, embedded routines and MCP app-management tools ⚡
- 1mo agoOmniComposite topics API, Skills API endpoints and sidebar undo/redo
- 1mo agoCountlyCountly Version 25.03.53-LTS
- 1mo agoCountlyCountly Version 24.05.53
- 2mo agoCountlyCountly Release 25.03.52-LTS (Long term support) ⚡
- 2mo agoCountlyCountly Release 24.05.52
- 2mo agoCountlyCountly Release 25.03.51
- 3mo agoCountlyCountly Release 25.03.50
Frequently asked questions
What is the difference between Countly and Omni?
Both compete on the same themes — analytics — within Analytics. Countly and Omni are shipping at a similar cadence (velocity 6.3 vs 6.3, 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 6.3 vs 6.3, 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 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.