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Comparison · Analytics
Omni vs Apache Superset
A side-by-side editorial comparison of Omni and Apache Superset — release velocity, themes, recent moves, and the top alternatives to consider.
Shared themes:business-intelligence
Omni vs Apache Superset: 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 Apache Superset?
Superset's 6.1.0 release vote grinds on while Helm packaging ships on its own cadence
Apache Superset's captured feed splits across two parallel tracks: incremental Helm chart packaging (0.15.3 through 0.16.1) and the drawn-out 6.1.0 core release-candidate vote (rc1 in March, rc3 by May 1). The changelog text carries no feature detail — entries are either packaging version stamps or Apache release-vote emails. Two of the ten entries are mis-crawled GitHub user-profile pages, not releases at all.
Omni vs Apache Superset: 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.
Apache Superset
5.0ANALYTICS
Superset's 6.1.0 release vote grinds on while Helm packaging ships on its own cadence
◆ Current state
Apache Superset's captured feed splits across two parallel tracks: incremental Helm chart packaging (0.15.3 through 0.16.1) and the drawn-out 6.1.0 core release-candidate vote (rc1 in March, rc3 by May 1). The changelog text carries no feature detail — entries are either packaging version stamps or Apache release-vote emails. Two of the ten entries are mis-crawled GitHub user-profile pages, not releases at all.
◆ Where it's heading
The core release is converging on 6.1.0, with the RC sequence advancing rc1 to rc3 over roughly seven weeks; the Helm chart line moves independently from 0.15.x into 0.16.x. The cadence is steady but unremarkable — maintenance-and-ship-the-next-minor rhythm rather than capability expansion. What 6.1.0 actually changes for users isn't visible in the crawled entries.
◆ Prediction
Expect a 6.1.0 general-availability tag to follow the rc3 vote, alongside continued point releases on the Helm chart. Whether 6.1.0 carries anything directional can't be judged from these entries.
Alternatives to Omni and Apache Superset
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 Apache Superset.
Zoho Analytics
A mature BI platform positioning itself as the data-and-semantic foundation for AI agents across the Zoho suite.
Holistics
Holistics leans into analytics-as-code with agentic dev workflows and a Power BI migration path
Count
Count is turning its BI canvas into a governed, agent-operated analytics platform.
Axiom
Axiom completes the logs-traces-metrics triad and bets the product on AI engineering.
NocoDB
NocoDB keeps converging the database, the document, and the project plan into one workspace.
See all Omni alternatives → · See all Apache Superset alternatives →
Recent activity from Omni and Apache Superset
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 13h agoApache SupersetHelm chart 0.16.1 — deployment packaging patch
- 7d agoApache SupersetHelm chart 0.16.0 — deployment packaging update
- 15d agoOmniAI Hub and Markdown columns reach GA; gated AI skills
- 22d agoOmniCompute routing, calculated-field drilling, and CLI OAuth
- 29d agoOmniSchema refresh improvements and API expansion
- 1mo agoOmniDashboard editor updates and new Modeling Agent skills
- 1mo agoApache SupersetHelm chart 0.15.5 — deployment packaging patch
- 1mo agoOmniAI context-usage controls and API token management
- 1mo agoApache SupersetSuperset 6.1.0 release candidate 3 (vote)
- 1mo agoOmniAI integration release with context management and localization
- 2mo agoApache SupersetSuperset 6.1.0 release candidate 2 (vote)
- 2mo agoApache SupersetMis-crawled GitHub profile page — not a release
Frequently asked questions
What is the difference between Omni and Apache Superset?
Both compete on the same themes — business-intelligence — within Analytics. Omni and Apache Superset 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 Apache Superset?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Omni and Apache Superset 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 Apache Superset?
Top Apache Superset alternatives in Analytics are ranked by recent ship velocity. Browse the "Apache Superset alternatives" section above for the current picks, or visit /alternatives/apache-superset for the full list with editorial commentary on each.