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Comparison · Analytics
Holistics vs Keboola
A side-by-side editorial comparison of Holistics and Keboola — release velocity, themes, recent moves, and the top alternatives to consider.
Holistics vs Keboola: at a glance
What is Holistics?
Holistics is pulling analysis out of Explore and onto the dashboard itself.
In one week Holistics shipped AI Tasks (reusable, scheduled AI jobs), AI Block narratives on dashboards, file attachments in AI chat, and Cost Analytics for AI spend. Since then it has reworked AI dashboard building in Reporting, added an HTML layout beta, and let viewers add reference and trend lines to dashboard charts without opening Explore. On October 14 the Development workspace replaced its Production/Development mode switch with a branch selector.
What is Keboola?
Keboola makes pre-built images the default so data apps start without installing.
Keboola is a data-operations platform whose recent releases orbit Kai, its AI assistant, GA for multi-tenant contracted customers since September, which now supports admin-approved shared team memory. Around it, Keboola is migrating all Legacy Flows to Conditional Flows on October 12–13 and cutting data-app startup time: apps woke 4x faster from October 1, and Python and JS apps now start on pre-built images with dependencies already installed.
Holistics vs Keboola: editorial side-by-side
Holistics
7.5ANALYTICS
Holistics is pulling analysis out of Explore and onto the dashboard itself.
◆ Current state
In one week Holistics shipped AI Tasks (reusable, scheduled AI jobs), AI Block narratives on dashboards, file attachments in AI chat, and Cost Analytics for AI spend. Since then it has reworked AI dashboard building in Reporting, added an HTML layout beta, and let viewers add reference and trend lines to dashboard charts without opening Explore. On October 14 the Development workspace replaced its Production/Development mode switch with a branch selector.
◆ Where it's heading
AI is moving from a chat assistant to recurring work inside BI, with cost monitoring added because usage is expected to grow. The dashboard is becoming the working surface: chart state is remembered, layouts open up to HTML, and lightweight analysis happens in place. On the modeling side, workflows are converging on plain Git concepts.
◆ Prediction
Trend lines were described as "the next analysis" after reference lines, so more in-dashboard analyses (forecasts or comparisons) are likely next. AI Tasks should gain delivery targets and further cost controls.
Keboola
6.3ANALYTICS
Keboola makes pre-built images the default so data apps start without installing.
◆ Current state
Keboola is a data-operations platform whose recent releases orbit Kai, its AI assistant, GA for multi-tenant contracted customers since September, which now supports admin-approved shared team memory. Around it, Keboola is migrating all Legacy Flows to Conditional Flows on October 12–13 and cutting data-app startup time: apps woke 4x faster from October 1, and Python and JS apps now start on pre-built images with dependencies already installed.
◆ Where it's heading
The pattern is consolidation under an agent: one orchestration model, one-login MCP access across projects, and org-wide memory behind an admin gate. The data-app work removes the cold-start wait that made on-demand apps feel slow. Each step leaves fewer forks and delays for users and for Kai.
◆ Prediction
Expect more admin controls around Kai, such as reviewing, scoping, or auditing what it remembers, as shared memory rolls out. The app-speed work will likely end with the 4x wake-up becoming default on October 15 as announced.
Alternatives to Holistics and Keboola
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 Holistics or Keboola.
OpenHouse
OpenHouse starts simplifying replication by making its catalog, not Iceberg metadata, the source.
Basedash
Basedash adds view-only seats so whole departments can read dashboards without editing.
OpenReplay
OpenReplay adds offline license tokens so air-gapped installs can run licensed.
Tinybird
Tinybird switches off Classic for Free and Developer plans, leaving Forward as the only path.
OpenCTI
OpenCTI's weekly train now merges entities in the knowledge view and reads defanged IOCs.
See all Holistics alternatives → · See all Keboola alternatives →
Recent activity from Holistics and Keboola
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 3d agoHolisticsBranch selector replaces the Production/Development mode switch
- 5d agoKeboolaFaster App Starts by Default
- 8d agoHolisticsð Add trend lines to charts directly in dashboards
- 8d agoHolisticsð Add reference lines to charts directly in dashboards
- 9d agoHolistics𧩠[Beta] HTML Layout for dashboards
- 10d agoKeboolaKai remembers what matters: shared team memory
- 11d agoHolisticsâ¡ï¸ AI dashboard building in Reporting, with a better build experience
- 12d agoKeboolaAutomatic Migration of Legacy Flows to Conditional Flows
- 15d agoHolisticsð Switch chart types without losing your work
- 17d agoKeboolaData apps wake up 4x faster, default from Oct 15
- 18d agoKeboolaScheduled Partial Maintenance of all Azure stacks – October 10, 2026
- 25d agoKeboolaGoogle Ads connector handles renamed API fields
Frequently asked questions
What is the difference between Holistics and Keboola?
They serve adjacent needs but don't currently overlap on shipped themes. Holistics is currently shipping more aggressively (velocity 7.5 vs 6.3), with 0 editorial sparks in the last 30 days against 0. See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.
Is Holistics better than Keboola?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Holistics is currently shipping more aggressively (velocity 7.5 vs 6.3), with 0 editorial sparks in the last 30 days against 0. For your specific use case, the alternatives sections above list other Analytics products to evaluate alongside.
What are the best alternatives to Holistics?
Top Holistics alternatives in Analytics are ranked by recent ship velocity. Browse the "Holistics alternatives" section above for the current picks, or visit /alternatives/holistics for the full list with editorial commentary on each.
What are the best alternatives to Keboola?
Top Keboola alternatives in Analytics are ranked by recent ship velocity. Browse the "Keboola alternatives" section above for the current picks, or visit /alternatives/keboola for the full list with editorial commentary on each.