Deepnote
Deepnote reshapes the data notebook into agent-operable infrastructure.
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 keeps welding AI into the BI modeling layer, one weekly drop at a time
Omni ships weekly, and the throughline is AI moving from bolt-on to default: AI-powered visualization annotations and the AI Hub have reached general availability, and external AI context now pulls from Notion. Alongside that runs steady modeling and embedding work — calculation pushdown, dynamic top-N parameterization, approximate aggregates, and timezone overrides in embed URLs.
What is Apache Superset?
Superset's Helm chart ships steadily, but these tags track packaging, not the BI app
The tracked feed for Apache Superset here is its Helm chart, the Kubernetes deployment packaging, rather than the Superset application itself. The chart has moved from 0.15.5 through 0.19.0 over recent weeks, including a burst of point releases from 0.17.0 to 0.17.3 across two days in late June. None of the entries carry release notes beyond the standard project description, so the user-facing changes are opaque from this source alone.
Omni vs Apache Superset: editorial side-by-side
Omni
5.0ANALYTICS
Omni keeps welding AI into the BI modeling layer, one weekly drop at a time
◆ Current state
Omni ships weekly, and the throughline is AI moving from bolt-on to default: AI-powered visualization annotations and the AI Hub have reached general availability, and external AI context now pulls from Notion. Alongside that runs steady modeling and embedding work — calculation pushdown, dynamic top-N parameterization, approximate aggregates, and timezone overrides in embed URLs.
◆ Where it's heading
The product is converging an analyst-facing BI tool with an agent-assisted one: a Modeling Agent with skills, AI context-management controls, and access-gated AI grants suggest Omni wants AI that respects the semantic model rather than bypassing it. The non-AI work (compute routing, CLI OAuth, publish-draft APIs) is hardening the platform underneath so the AI features have a governed surface to act on.
◆ Prediction
Expect the next releases to keep promoting AI features from preview to GA and to deepen the Modeling Agent's reach into governed datasets; further external-context integrations beyond Notion are the likeliest near-term add.
Apache Superset
5.0ANALYTICS
Superset's Helm chart ships steadily, but these tags track packaging, not the BI app
◆ Current state
The tracked feed for Apache Superset here is its Helm chart, the Kubernetes deployment packaging, rather than the Superset application itself. The chart has moved from 0.15.5 through 0.19.0 over recent weeks, including a burst of point releases from 0.17.0 to 0.17.3 across two days in late June. None of the entries carry release notes beyond the standard project description, so the user-facing changes are opaque from this source alone.
◆ Where it's heading
The cadence points to active, ongoing maintenance of the deployment layer, with minor-version and patch bumps landing every few days. Without changelog detail it is not possible to separate dependency updates from configuration changes, but the packaging is clearly being kept current with the underlying application.
◆ Prediction
Expect continued incremental Helm chart releases on a similar cadence; the entries do not support a call on the direction of the Superset application itself.
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.
Chord
Chord rebuilds Copilot from the ground up, betting its CDP on conversational AI.
MotherDuck
MotherDuck climbs from serverless DuckDB warehouse to an agent-operable data platform
Apify
Apify retools Actors for the agentic web — agent payments and login-gated MCP access.
Usermaven
Usermaven consolidates a sprawling analytics suite into one AI-assisted hub.
Appfigures
Appfigures turns its estimate engine into market-ranking and competitor-intel products.
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.
- 1d agoApache Supersetsuperset-helm-chart-0.19.0
- 4d agoOmniAI visualization annotations GA; Notion AI context integration
- 5d agoApache Supersetsuperset-helm-chart-0.18.0
- 9d agoApache Supersetsuperset-helm-chart-0.17.3
- 10d agoApache Supersetsuperset-helm-chart-0.17.2
- 10d agoApache Supersetsuperset-helm-chart-0.17.1
- 10d agoApache Supersetsuperset-helm-chart-0.17.0
- 11d agoOmniDashboard spacers/dividers, AI file uploads, Notion integration
- 11d agoOmniCalculation pushdown, dynamic top-N modeling, Slack setup
- 17d agoOmniPublish-draft API, approximate aggregates, map viewport config
- 1mo agoOmniAI Hub and Markdown columns reach GA
- 1mo agoOmniCompute routing, calculated-field drilling, CLI OAuth
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/superset for the full list with editorial commentary on each.