Axiom
Axiom completes the logs-traces-metrics triad and bets the product on AI engineering.
Comparison · Analytics
Omni vs Countly
A side-by-side editorial comparison of Omni and Countly — release velocity, themes, recent moves, and the top alternatives to consider.
Omni vs Countly: at a glance
What is Omni?
Omni is steadily folding AI agents into the BI modeling and dashboard layer.
Omni is a BI platform building AI throughout the stack: a Modeling Agent, an AI Hub now reaching GA, Markdown columns, and tooling to govern AI context usage. Alongside the AI push it is maturing its API surface (token management, schema refreshes), embedding, compute routing, and localization.
What is Countly?
Countly is deep in a methodical security-hardening pass, features trickling in around it.
Countly's recent releases blend routine bugfixing with a sustained security campaign — stripping dangerous Mongo operators from user-supplied queries, closing cross-app metric exfiltration via alert configs, and fixing path-traversal in user exports. Enterprise features (AD/LDAP journey approver groups, data-manager value filtering, a journey result tab) trickle in alongside.
Omni vs Countly: editorial side-by-side
Omni
5.0ANALYTICS
Omni is steadily folding AI agents into the BI modeling and dashboard layer.
◆ Current state
Omni is a BI platform building AI throughout the stack: a Modeling Agent, an AI Hub now reaching GA, Markdown columns, and tooling to govern AI context usage. Alongside the AI push it is maturing its API surface (token management, schema refreshes), embedding, compute routing, and localization.
◆ Where it's heading
The cadence is weekly and incremental, but the direction is consistent: make the semantic model and dashboards agent-operable while giving admins controls (access grants, context management, API tokens) to govern that AI usage. Compute routing and localization suggest a move upmarket toward larger, multi-region deployments.
◆ Prediction
Expect more Modeling Agent skills and AI Hub capabilities to graduate from beta to GA, given the steady graduation pattern in these releases, with continued investment in governance controls around AI access.
Countly
5.0ANALYTICS
Countly is deep in a methodical security-hardening pass, features trickling in around it.
◆ Current state
Countly's recent releases blend routine bugfixing with a sustained security campaign — stripping dangerous Mongo operators from user-supplied queries, closing cross-app metric exfiltration via alert configs, and fixing path-traversal in user exports. Enterprise features (AD/LDAP journey approver groups, data-manager value filtering, a journey result tab) trickle in alongside.
◆ Where it's heading
The product is in mature-maintenance mode with security as the throughline: several consecutive versions, including a backport to the older 24.05 line, read like a methodical bug-bounty remediation pass. Feature work centers on the journey engine and enterprise governance rather than net-new analytics surface.
◆ Prediction
Expect continued security backports across supported versions and incremental journey-engine and data-manager enhancements rather than a major capability launch.
Alternatives to Omni and Countly
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 Omni or Countly.
NocoDB
NocoDB keeps converging the database, the document, and the project plan into one workspace.
MotherDuck
MotherDuck is racing to make cloud DuckDB agent-native, from Dives to Flights.
Fairing
Fairing is turning survey answers into structured attribution data that lives inside Shopify.
Presto
PrestoDB ships steady minor releases, but the feed surfaces little beyond version tags.
Fulcrum
Fulcrum holds a steady maintenance cadence, hardening cross-platform sync and map tooling.
See all Omni alternatives → · See all Countly alternatives →
Recent activity from Omni and Countly
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 2d agoCountlyv25.03.47: content fixes, query validation, journey result tab
- 9d agoCountlyv25.03.46: security fixes, AD/LDAP journey approver groups
- 13d agoOmniAI Hub and Markdown columns reach GA; gated AI skills
- 19d agoCountlyv25.03.45: validation and aggregation bugfixes
- 19d agoOmniCompute routing, calculated-field drilling, and CLI OAuth
- 27d agoCountlyv25.03.44: NoSQL-injection and cross-app exfiltration hardening
- 27d agoCountlyv24.05.50: backported auth and dashboard security hardening
- 27d agoOmniSchema refresh improvements and API expansion
- 1mo agoOmniDashboard editor updates and new Modeling Agent skills
- 1mo agoOmniAI context-usage controls and API token management
- 1mo agoOmniAI integration release with context management and localization
- 1mo agoCountlyv25.03.43: enterprise flow query optimization, dependency bumps
Frequently asked questions
What is the difference between Omni and Countly?
They serve adjacent needs but don't currently overlap on shipped themes. Omni and Countly 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 Omni better than Countly?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Omni and Countly 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 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.
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.