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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 automations can now attach scheduled CSV exports to Slack and email.
Basedash automations can now attach a CSV on every run in Slack, or add a Download CSV link to email. Postgres, Supabase, Redshift, MySQL and PlanetScale connections gain a Verify server certificate option that checks the database's identity and hostname, including over SSH tunnels. Earlier in October came view-only members, a connector gallery, Slack DMs and an iPhone app.
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.
Basedash vs Keboola: editorial side-by-side
Basedash
5.0ANALYTICS
Basedash automations can now attach scheduled CSV exports to Slack and email.
◆ Current state
Basedash automations can now attach a CSV on every run in Slack, or add a Download CSV link to email. Postgres, Supabase, Redshift, MySQL and PlanetScale connections gain a Verify server certificate option that checks the database's identity and hostname, including over SSH tunnels. Earlier in October came view-only members, a connector gallery, Slack DMs and an iPhone app.
◆ Where it's heading
Basedash is filling in what teams need to adopt an AI-first BI tool widely: cheap read-only seats, delivery through Slack, email and mobile, and security settings that IT will ask about. The chat-built dashboards and MCP write from September remain the core; recent work is about rollout across an organization.
◆ Prediction
Expect more scheduled delivery options and admin and security controls, such as SSO and audit features, as Basedash targets larger teams.
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 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.
OpenReplay
OpenReplay moves its Go backend to pgx v5 and patches vulnerable deps across 1.25–1.27.
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.
Holistics
Holistics lets admins put a key dashboard on everyone's Home page.
OpenHouse
OpenHouse locks down its column-defaults capability flag as default values near completion.
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 agoBasedashIntroducing view-only members in Basedash
- 1d agoKeboolaSwitch Keboola to Dark Mode
- 3d agoKeboolaUnused Workspaces Will Be Cleaned Up Automatically
- 5d agoBasedashIntroducing scheduled CSV exports in Basedash
- 6d agoKeboolaKeboola MCP Server: query_data Runs Read-Only Queries Only
- 6d agoBasedashDatabase connections can verify their certificates
- 9d agoKeboolaSending API Tokens via Email Will Be Removed on February 4, 2027
- 13d agoBasedashView-only members are here
- 14d agoBasedashIntroducing the Basedash Connector gallery
- 17d agoKeboolaFaster App Starts by Default
- 20d agoBasedashMessage Basedash directly in Slack
- 22d agoKeboolaKai remembers what matters: shared team memory
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 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 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 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 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.