Tinybird
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Comparison · Analytics
Holistics vs OpenCTI
A side-by-side editorial comparison of Holistics and OpenCTI — release velocity, themes, recent moves, and the top alternatives to consider.
Holistics vs OpenCTI: at a glance
What is Holistics?
Holistics is turning its BI layer into a place where AI runs on a schedule.
In a single week Holistics shipped AI Tasks (reusable, scheduled AI jobs), AI Block narratives on dashboards, file attachments in AI chat, and Cost Analytics to break down AI spend. Alongside that came non-destructive chart switching and cross-filters saved in the URL. The Snowflake and Databricks semantic-layer sync from late September supplies governed metrics for the AI to work on.
What is OpenCTI?
OpenCTI ships near-daily, steering security coverage and AI work through XTM One.
OpenCTI is on a calendar-versioned release train, often several builds a week, mixing analyst-facing features with heavy test, stream, and CI hardening. The newest build adds quota and feedback to the embedded chatbot and one-click investigation duplication, and fixes stream-processing and security-coverage bugs. The LTS line just took a security sweep covering access control and public dashboards.
Holistics vs OpenCTI: editorial side-by-side
Holistics
7.5ANALYTICS
Holistics is turning its BI layer into a place where AI runs on a schedule.
◆ Current state
In a single week Holistics shipped AI Tasks (reusable, scheduled AI jobs), AI Block narratives on dashboards, file attachments in AI chat, and Cost Analytics to break down AI spend. Alongside that came non-destructive chart switching and cross-filters saved in the URL. The Snowflake and Databricks semantic-layer sync from late September supplies governed metrics for the AI to work on.
◆ Where it's heading
The product is moving from AI as a chat assistant toward AI as automated, recurring work inside BI, with cost monitoring added because usage is expected to grow. Pulling in warehouse semantic layers instead of duplicating them reduces the modeling burden and gives the AI trusted definitions. Interface polish (navigation, themes, chart memory) is running in parallel to keep the core explore experience competitive.
◆ Prediction
Expect AI Tasks to gain delivery targets (email, Slack, dashboards) and more governance and cost controls around scheduled AI runs, given Cost Analytics shipped alongside them.
OpenCTI
6.3ANALYTICS
OpenCTI ships near-daily, steering security coverage and AI work through XTM One.
◆ Current state
OpenCTI is on a calendar-versioned release train, often several builds a week, mixing analyst-facing features with heavy test, stream, and CI hardening. The newest build adds quota and feedback to the embedded chatbot and one-click investigation duplication, and fixes stream-processing and security-coverage bugs. The LTS line just took a security sweep covering access control and public dashboards.
◆ Where it's heading
Two threads keep tightening. Security coverage is becoming a hands-on workflow, with manual coverage entities, re-linkable TTPs, and now fixes so enrichment no longer wipes results. The AI layer is maturing from a feature into a managed service, routed through XTM One and now showing users their quota and keeping their feedback.
◆ Prediction
Expect more chatbot controls (quotas, usage, feedback loops) and further security-coverage fixes, alongside continued LTS security backports on the 7.2608 line.
Alternatives to Holistics and OpenCTI
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 Holistics or OpenCTI.
Fulcrum
After the MCP launch, Fulcrum is in a maintenance stretch while Photo FastFill grinds through alpha.
Omni
Omni keeps widening who and what can operate its BI layer: agents, external users, routines.
OpenHouse
OpenHouse adds a views API while it hardens control-plane safety for automated maintenance.
Countly
Countly is running two release lines on autopilot while quietly hardening its self-hosted core.
HyperDX
HyperDX is widening its PromQL and metrics support toward Grafana-style dashboards.
See all Holistics alternatives → · See all OpenCTI alternatives →
Recent activity from Holistics and OpenCTI
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 1d agoOpenCTIChatbot quotas and feedback, one-click investigation duplication
- 1d agoHolisticsð Switch chart types without losing your work
- 2d agoHolisticsð° See where your AI spend is going with Cost Analytics
- 2d agoOpenCTILTS security patch: allowlist bypass and dashboard access fixes
- 3d agoOpenCTIManual security coverage editing and TAXII errors in the UI
- 3d agoHolisticsð Turn your dashboard into a narrative with AI Block
- 3d agoHolisticsâï¸ Automate repetitive AI work with AI Tasks ⚡
- 3d agoHolisticsð¼ï¸ Add images and files to your AI conversations
- 4d agoOpenCTIHotfix: connector auto-upgrade timing with Composer
- 4d agoOpenCTISSVC vulnerability prioritization and AI routed via XTM One
- 5d agoHolisticsð Cross-filters now save in the dashboard URL
- 11d agoOpenCTIIntegrations news feed and Fintel column selection
Frequently asked questions
What is the difference between Holistics and OpenCTI?
They serve adjacent needs but don't currently overlap on shipped themes. Holistics is currently shipping more aggressively (velocity 7.5 vs 6.3), with 1 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 Holistics better than OpenCTI?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Holistics is currently shipping more aggressively (velocity 7.5 vs 6.3), with 1 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 Holistics?
Top Holistics alternatives in Analytics are ranked by recent ship velocity. Browse the "Holistics alternatives" section above for the current picks, or visit /alternatives/holistics for the full list with editorial commentary on each.
What are the best alternatives to OpenCTI?
Top OpenCTI alternatives in Analytics are ranked by recent ship velocity. Browse the "OpenCTI alternatives" section above for the current picks, or visit /alternatives/opencti for the full list with editorial commentary on each.