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Comparison · Analytics
Basedash vs Keboola
A side-by-side editorial comparison of Basedash and Keboola — release velocity, themes, recent moves, and the top alternatives to consider.
Basedash vs Keboola: at a glance
What is Basedash?
Basedash adds view-only seats so whole departments can read dashboards without editing.
Basedash has become a chat-first BI tool: the assistant builds whole dashboards, writes artifacts through MCP and runs on GPT-6.1 Sol by default. The newest release adds View-only members, who can open shared dashboards, charts, automations and chat history, use filters and drilldowns and export, but cannot edit, chat or run automations. It follows the Connector gallery, private Slack DMs and a mobile Home Screen app.
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.
Basedash vs Keboola: editorial side-by-side
Basedash
6.3ANALYTICS
Basedash adds view-only seats so whole departments can read dashboards without editing.
◆ Current state
Basedash has become a chat-first BI tool: the assistant builds whole dashboards, writes artifacts through MCP and runs on GPT-6.1 Sol by default. The newest release adds View-only members, who can open shared dashboards, charts, automations and chat history, use filters and drilldowns and export, but cannot edit, chat or run automations. It follows the Connector gallery, private Slack DMs and a mobile Home Screen app.
◆ Where it's heading
Recent releases spread Basedash's reach on two ends: more ways to get data in (connectors) and more ways for people to consume answers (Slack, mobile, now read-only seats). View-only access widens the audience from analysts to stakeholders and clients without opening up editing or AI usage.
◆ Prediction
Expect finer-grained sharing and permission controls to follow view-only seats, alongside more connectors in the gallery. The entries don't show whether view-only members are priced differently.
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 Basedash 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 Basedash or Keboola.
OpenHouse
OpenHouse starts simplifying replication by making its catalog, not Iceberg metadata, the source.
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.
Fulcrum
Fulcrum gives admins one FastFill Settings panel while Photo FastFill stays in Alpha.
See all Basedash alternatives → · See all Keboola alternatives →
Recent activity from Basedash and Keboola
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 1d agoBasedashView-only members are here
- 2d agoBasedashIntroducing the Basedash Connector gallery
- 5d agoKeboolaFaster App Starts by Default
- 8d agoBasedashMessage Basedash directly in Slack
- 10d agoKeboolaKai remembers what matters: shared team memory
- 10d agoBasedashBasedash Mobile: your data, in your pocket
- 12d agoKeboolaAutomatic Migration of Legacy Flows to Conditional Flows
- 15d agoBasedashSharper, more decisive answers with GPT-6.1 Sol
- 16d agoBasedashChat builds whole dashboards, live in the conversation
- 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 Basedash and Keboola?
They serve adjacent needs but don't currently overlap on shipped themes. Basedash and Keboola are shipping at a similar cadence (velocity 6.3 vs 6.3, 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 Basedash better than Keboola?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Basedash and Keboola are shipping at a similar cadence (velocity 6.3 vs 6.3, 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 Basedash?
Top Basedash alternatives in Analytics are ranked by recent ship velocity. Browse the "Basedash alternatives" section above for the current picks, or visit /alternatives/basedash 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.