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Comparison · Analytics
Hex vs Keboola
A side-by-side editorial comparison of Hex and Keboola — release velocity, themes, recent moves, and the top alternatives to consider.
Shared themes:governance
Hex vs Keboola: at a glance
| Feature | Hex | Keboola |
|---|---|---|
| Sector | Analytics | Analytics |
| Velocity score | 5.0 | 5.0 |
| Sparks · 30d | 0 | 0 |
| Top themes | data analytics, ai agent, semantic layer, governance | data-platform, mcp, ai-assistant, governance |
| Last editorial update | 3d ago | 1d ago |
| Website | — | Visit → |
What is Hex?
Hex exposes agent usage and credit data as its AI agent becomes a metered product.
Hex is a data workspace whose agent now builds projects, Generative Apps and published eval suites, and can be called from the CLI and API. The latest release lets admins pull agent usage and credit-grant data and import Apache Ossie semantic models.
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.
Hex vs Keboola: editorial side-by-side
Hex
5.0ANALYTICS
Hex exposes agent usage and credit data as its AI agent becomes a metered product.
◆ Current state
Hex is a data workspace whose agent now builds projects, Generative Apps and published eval suites, and can be called from the CLI and API. The latest release lets admins pull agent usage and credit-grant data and import Apache Ossie semantic models.
◆ Where it's heading
Hex spent the summer turning its agent from a query helper into a governed builder, and it is now adding the controls needed to run it at scale: usage classification, credit accounting and semantic-model imports. The direction is AI-driven analytics that finance and data-governance teams will sign off on.
◆ Prediction
Expect more admin-side controls for agent spend and more semantic-layer integrations, building on the Ossie import.
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 Hex 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 Hex 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.
Holistics
Holistics lets admins put a key dashboard on everyone's Home page.
Recent activity from Hex and Keboola
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 1d agoKeboolaSwitch Keboola to Dark Mode
- 3d agoKeboolaUnused Workspaces Will Be Cleaned Up Automatically
- 6d agoKeboolaKeboola MCP Server: query_data Runs Read-Only Queries Only
- 7d agoHexPull agent usage data and import Ossie models
- 9d agoKeboolaSending API Tokens via Email Will Be Removed on February 4, 2027
- 17d agoKeboolaFaster App Starts by Default
- 22d agoKeboolaKai remembers what matters: shared team memory
- 1mo agoHexSee how your team uses the agent
- 1mo agoHexExplore and share insights from Generative Apps
- 1mo agoHexPublish eval suites, skip approvals, and build Hex projects from your chat agent ⚡
- 1mo agoHexMore control over Generative app iteration
- 2mo agoHexChart controls and easier collaboration
Frequently asked questions
What is the difference between Hex and Keboola?
Both compete on the same themes — governance — within Analytics. Hex 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 Hex better than Keboola?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Hex 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 Hex?
Top Hex alternatives in Analytics are ranked by recent ship velocity. Browse the "Hex alternatives" section above for the current picks, or visit /alternatives/hex 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.