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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 lets admins put a key dashboard on everyone's Home page.
Holistics is shipping weekly changes on both the modeling and consumption sides of its BI product. Recent modeling work added Data Lineage in the IDE, two-way conversion between AML and Apache Ossie, and branches in place of the Production/Development switch. For viewers it added field descriptions on hover, in-dashboard trend and reference lines, and now an admin-configurable Home with a full-view dashboard and pinned shortcuts.
What is Keboola?
Keboola adds dark mode while it tightens the MCP server and retires idle workspaces.
Keboola's recent releases split between hygiene and AI-agent safety. The MCP server's query_data tool is now read-only, emailing API tokens is being retired, and idle Snowflake and BigQuery workspaces will be deactivated from 9 November. On the user side, data apps start faster on pre-built images, Kai gained shared team memory, and the UI now has dark mode.
Holistics vs Keboola: editorial side-by-side
Holistics
6.3ANALYTICS
Holistics lets admins put a key dashboard on everyone's Home page.
◆ Current state
Holistics is shipping weekly changes on both the modeling and consumption sides of its BI product. Recent modeling work added Data Lineage in the IDE, two-way conversion between AML and Apache Ossie, and branches in place of the Production/Development switch. For viewers it added field descriptions on hover, in-dashboard trend and reference lines, and now an admin-configurable Home with a full-view dashboard and pinned shortcuts.
◆ Where it's heading
The release stream keeps putting analysis and context where business users already are, on dashboards and Home, rather than sending them into Explore. Modeling changes meanwhile make the semantic layer more portable and more like a code workflow.
◆ Prediction
Expect further admin-level controls over what viewers see first, and more semantic-layer metadata surfaced on dashboards.
Keboola
5.0ANALYTICS
Keboola adds dark mode while it tightens the MCP server and retires idle workspaces.
◆ Current state
Keboola's recent releases split between hygiene and AI-agent safety. The MCP server's query_data tool is now read-only, emailing API tokens is being retired, and idle Snowflake and BigQuery workspaces will be deactivated from 9 November. On the user side, data apps start faster on pre-built images, Kai gained shared team memory, and the UI now has dark mode.
◆ Where it's heading
The platform is limiting what agents and stale resources can do while making its AI assistant and apps quicker to use. The pattern is deliberate cleanup ahead of wider agent usage, not new surface area.
◆ Prediction
Expect more guardrails around the MCP server and Kai, such as tighter scopes or approvals, alongside further deprecation notices with fixed dates.
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.
OpenReplay
OpenReplay moves its Go backend to pgx v5 and patches vulnerable deps across 1.25–1.27.
Basedash
Basedash automations can now attach scheduled CSV exports to Slack and email.
OpenPanel
OpenPanel tags three more note-free builds in one evening, reaching 3.16.4.
Fulcrum
Fulcrum turns on Insights, its AI assistant for field data, for every customer.
OpenHouse
OpenHouse locks down its column-defaults capability flag as default values near completion.
See all Holistics alternatives → · See all Keboola alternatives →
Recent activity from Holistics and Keboola
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 1d agoKeboolaSwitch Keboola to Dark Mode
- 2d agoHolisticsPick your own color for the "Others" chart group
- 3d agoKeboolaUnused Workspaces Will Be Cleaned Up Automatically
- 3d agoHolisticsCustom homepage: put key dashboards where everyone lands
- 6d agoKeboolaKeboola MCP Server: query_data Runs Read-Only Queries Only
- 9d agoKeboolaSending API Tokens via Email Will Be Removed on February 4, 2027
- 9d agoHolisticsDashboard viewers see field descriptions on column hover
- 10d agoHolisticsData Lineage panel traces models and dashboards in the IDE
- 12d agoHolisticsAML converts to and from Apache Ossie semantic models
- 15d agoHolisticsBranch selector replaces the Production/Development mode switch
- 17d agoKeboolaFaster App Starts by Default
- 22d agoKeboolaKai remembers what matters: shared team memory
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 6.3 vs 5.0), 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 6.3 vs 5.0), 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.