OpenPanel
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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.
Hex vs Keboola: at a glance
| Feature | Hex | Keboola |
|---|---|---|
| Sector | Analytics | Analytics |
| Velocity score | 6.3 | 6.3 |
| Sparks · 30d | 0 | 0 |
| Top themes | ai agents, generative apps, agent governance, evals | data-platform, ai-agents, agent-memory, data-apps |
| Last editorial update | 17d ago | 5d ago |
| Website | — | Visit → |
What is Hex?
Hex turns its agent from a query helper into a governed app builder.
Hex now ships weekly around two surfaces: the Hex Agent and Generative Apps. The agent builds projects from chat, runs under published eval suites, and works through Slack, CLI and API; Generative Apps have gained chat, scheduled exports, direct text editing and targeted chart edits. The latest release adds classifications of agent activity, giving admins a view of what the team actually asks the agent to do.
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.
Hex vs Keboola: editorial side-by-side
Hex
6.3ANALYTICS
Hex turns its agent from a query helper into a governed app builder.
◆ Current state
Hex now ships weekly around two surfaces: the Hex Agent and Generative Apps. The agent builds projects from chat, runs under published eval suites, and works through Slack, CLI and API; Generative Apps have gained chat, scheduled exports, direct text editing and targeted chart edits. The latest release adds classifications of agent activity, giving admins a view of what the team actually asks the agent to do.
◆ Where it's heading
The work has shifted from adding agent capability to making that capability manageable: evals, approval skipping, bring-your-own-provider, model visibility, and now usage classification. Generative Apps are being rounded out in parallel so that agent-built output can be edited, shared and scheduled like a regular Hex app.
◆ Prediction
Expect the activity classifications to feed further admin tooling, such as usage reporting tied to credits or evals, alongside continued weekly iteration on Generative App editing.
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 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.
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.
Recent activity from Hex and Keboola
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 5d agoKeboolaFaster App Starts by Default
- 10d agoKeboolaKai remembers what matters: shared team memory
- 12d agoKeboolaAutomatic Migration of Legacy Flows to Conditional Flows
- 17d agoKeboolaData apps wake up 4x faster, default from Oct 15
- 18d agoHexSee how your team uses the agent
- 18d agoKeboolaScheduled Partial Maintenance of all Azure stacks – October 10, 2026
- 25d agoKeboolaGoogle Ads connector handles renamed API fields
- 25d 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
- 1mo agoHexChart controls and easier collaboration
- 2mo agoHexStart building an app right from your conversation
Frequently asked questions
What is the difference between Hex and Keboola?
They serve adjacent needs but don't currently overlap on shipped themes. Hex 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 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 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 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.