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Comparison · Analytics
Clicky vs Keboola
A side-by-side editorial comparison of Clicky and Keboola — release velocity, themes, recent moves, and the top alternatives to consider.
Clicky vs Keboola: at a glance
What is Clicky?
Clicky ships meaningful bot-blocking improvements but ships infrequently—four entries over five months with no new analytical features.
Clicky is a real-time web analytics platform that has been running since 2007. The product ships infrequently; the four most recent entries span April through August 2026. The most substantive release adds User Agent-based bot filtering with new country-level controls. A threat intelligence false positive incident (July 2026) required user intervention to correct misclassification by external security vendors.
What is Keboola?
Keboola's Kai AI assistant hits GA, completing the pivot from data platform to AI-native pipeline orchestration layer.
Keboola's Kai AI assistant is now generally available for multi-tenant contracted customers, marking the formal transition from experimental feature to production-ready product. The platform is simultaneously navigating Snowflake's forced password authentication deprecation — a platform-level forcing function requiring customer migrations before September 7. Recent work also includes the MCP server gaining unified cross-project authentication, which enables AI coding assistants to act as first-class operators across a full Keboola stack.
Clicky vs Keboola: editorial side-by-side
Clicky
2.5ANALYTICS
Clicky ships meaningful bot-blocking improvements but ships infrequently—four entries over five months with no new analytical features.
◆ Current state
Clicky is a real-time web analytics platform that has been running since 2007. The product ships infrequently; the four most recent entries span April through August 2026. The most substantive release adds User Agent-based bot filtering with new country-level controls. A threat intelligence false positive incident (July 2026) required user intervention to correct misclassification by external security vendors.
◆ Where it's heading
Clicky is maintaining its existing feature set—bot blocking, affiliate programs, backlinks—without adding new analytical capabilities. The product appears in steady-state maintenance mode rather than active feature development. The backlinks spotlight post (April 2026) suggests the team is aware some features go unused, and is investing in documentation/education rather than new development.
◆ Prediction
Clicky is unlikely to ship directional new features in the near term based on this cadence. The more likely moves are continued bot-blocking improvements and program-level incentives (affiliate credits) to retain its existing user base.
Keboola
7.5ANALYTICS
Keboola's Kai AI assistant hits GA, completing the pivot from data platform to AI-native pipeline orchestration layer.
◆ Current state
Keboola's Kai AI assistant is now generally available for multi-tenant contracted customers, marking the formal transition from experimental feature to production-ready product. The platform is simultaneously navigating Snowflake's forced password authentication deprecation — a platform-level forcing function requiring customer migrations before September 7. Recent work also includes the MCP server gaining unified cross-project authentication, which enables AI coding assistants to act as first-class operators across a full Keboola stack.
◆ Where it's heading
Keboola is building toward a model where AI agents can autonomously manage the data pipeline lifecycle. The MCP server's unified auth is a signal: the target is a world where a developer's coding assistant can browse, create, and modify Keboola pipelines without a human navigating the UI. Kai GA and the MCP expansion are the same thesis from two directions — AI as interface, not AI as feature. Branched storage expansion to BigQuery and Flows improvements in the background are the operational stability layer those agents will depend on.
◆ Prediction
Kai gaining the ability to create and modify Flows, and the MCP server expanding its coverage to transformation and workspace management, are the two most visible next moves. The Branched Storage on BigQuery release is a prerequisite for Branches 2.0 approval workflows, which would give Kai a way to propose and commit pipeline changes with human review gates.
Alternatives to Clicky 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 Clicky or Keboola.
dbt Core
dbt 2.0 ships stable with an official OSS/proprietary split and agentic skill loading
Fulcrum
Fulcrum ships MCP server and AI Toolkit to let AI assistants build and query field data forms
Holistics
Holistics builds AI governance and docs-as-analytics in parallel, shipping both weekly
OpenHouse
OpenHouse breaks ground on Iceberg views while tightening storage lifecycle and authorization
Lightdash
Lightdash is cutting its dbt dependency and building AI-powered authoring into every layer of its BI stack.
See all Clicky alternatives → · See all Keboola alternatives →
Recent activity from Clicky and Keboola
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 1d agoKeboolaKai is Now Generally Available (Multi-Tenant, Contracted Customers) ⚡
- 6d agoKeboolaMigrate Snowflake Workspaces from Password to Key Pair Auth
- 22d agoKeboolaKeboola MCP: Log In Once, Work Across Every Project ⚡
- 27d agoKeboolaPython 3.10 Deprecation for Streamlit Apps (September 2026)
- 29d agoClickyBlock more bots w/ User Agent filters, new country options, & more!
- 1mo agoKeboolaFlows: New Condition Operators and Run Selected Tasks
- 1mo agoKeboolaBranched Storage on BigQuery
- 2mo agoClickyThreat intelligence false positive for clicky.com - Your help, please!
- 4mo agoClickyEarn a free Pro account with our new affiliate credits!
- 5mo agoClickyBacklinks: A powerful feature you've probably been ignoring
Frequently asked questions
What is the difference between Clicky and Keboola?
They serve adjacent needs but don't currently overlap on shipped themes. Keboola is currently shipping more aggressively (velocity 7.5 vs 2.5), with 2 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 Clicky better than Keboola?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Keboola is currently shipping more aggressively (velocity 7.5 vs 2.5), with 2 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 Clicky?
Top Clicky alternatives in Analytics are ranked by recent ship velocity. Browse the "Clicky alternatives" section above for the current picks, or visit /alternatives/clicky 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.