Countly
Countly is running two release lines on autopilot while quietly hardening its self-hosted core.
Comparison · Analytics
OpenCTI vs OpenHouse
A side-by-side editorial comparison of OpenCTI and OpenHouse — release velocity, themes, recent moves, and the top alternatives to consider.
OpenCTI vs OpenHouse: at a glance
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 and CI hardening. The latest LTS patch is a security sweep: access-control, IP-allowlist bypass and public-dashboard capability fixes, plus dependency bumps. Feature work centres on security coverage, ingestion visibility and data-model additions.
What is OpenHouse?
OpenHouse is building the governance and optimizer plumbing a self-managing Iceberg catalog needs.
LinkedIn's OpenHouse ships near-daily releases focused on control-plane safety: generic lock reasons, SYSTEM_ONLY locks that block user reads and writes during maintenance, and a now-enforced 7-day snapshot reference retention on every table. In parallel the optimizer gained commit-stats collection and was restructured into libraries. Production-driven fixes, such as the HTS predicate incident, show the system running at scale.
OpenCTI vs OpenHouse: editorial side-by-side
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 and CI hardening. The latest LTS patch is a security sweep: access-control, IP-allowlist bypass and public-dashboard capability fixes, plus dependency bumps. Feature work centres on security coverage, ingestion visibility and data-model additions.
◆ Where it's heading
Two threads keep tightening. Security coverage is becoming a hands-on workflow, with manual coverage entities and re-linkable TTPs and vulnerabilities. XTM One is becoming the hub other Filigran pieces route through, now handling license verification and Ask AI report generation. Accessibility and the Filigran Design System are being rolled through the UI in steady increments.
◆ Prediction
Expect more features routed through XTM One and further security-coverage editing, alongside continued LTS security backports on the 7.2608 line.
OpenHouse
5.0ANALYTICS
OpenHouse is building the governance and optimizer plumbing a self-managing Iceberg catalog needs.
◆ Current state
LinkedIn's OpenHouse ships near-daily releases focused on control-plane safety: generic lock reasons, SYSTEM_ONLY locks that block user reads and writes during maintenance, and a now-enforced 7-day snapshot reference retention on every table. In parallel the optimizer gained commit-stats collection and was restructured into libraries. Production-driven fixes, such as the HTS predicate incident, show the system running at scale.
◆ Where it's heading
The work points toward automated, system-driven table maintenance. Locks distinguish system actions from user actions, retention policies are enforced platform-wide, and the optimizer restructure exists explicitly to enable in-process, commit-driven analysis. OpenHouse is moving from a catalog that stores policies to one that runs them.
◆ Prediction
The next likely step is commit-driven optimizer analysis running inside the optimizer service, which the v0.5.502 restructure was explicitly done to unblock, probably using SYSTEM_ONLY locks during compaction or rewrites.
Alternatives to OpenCTI and OpenHouse
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 OpenCTI or OpenHouse.
HyperDX
HyperDX is widening its PromQL and metrics support toward Grafana-style dashboards.
Kubecost
Kubecost's public feed is a string of release-candidate version bumps toward 3.3.
Holistics
Holistics is putting AI to work on top of the warehouse's own semantic layer.
Microsoft Clarity
Clarity keeps turning bot traffic and AI citations into a second analytics product.
Basedash
Basedash is turning chat and MCP into the main way dashboards get built.
See all OpenCTI alternatives → · See all OpenHouse alternatives →
Recent activity from OpenCTI and OpenHouse
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 23h agoOpenHouse7-day snapshot reference retention enforced on all tables
- 1d agoOpenHouseOptimizer split into libraries ahead of commit-driven analysis
- 1d agoOpenCTILTS security patch: allowlist bypass and dashboard access fixes
- 1d agoOpenCTIManual security coverage editing and TAXII errors in the UI
- 3d agoOpenHouseSYSTEM_ONLY table locks now enforced
- 3d agoOpenHouseStandalone startup fix for shaded test fixture
- 3d agoOpenCTIHotfix: connector auto-upgrade timing with Composer
- 3d agoOpenCTISSVC vulnerability prioritization and AI routed via XTM One
- 8d agoOpenHouseIceberg core dependency bump
- 9d agoOpenHouseRevert entityType discriminator and predicate fix
- 10d agoOpenCTIIntegrations news feed and Fintel column selection
- 14d agoOpenCTIDirect Fintel PDF export and multi-OpenAEV coverage
Frequently asked questions
What is the difference between OpenCTI and OpenHouse?
They serve adjacent needs but don't currently overlap on shipped themes. OpenCTI is currently shipping more aggressively (velocity 6.3 vs 5.0), with 0 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 OpenCTI better than OpenHouse?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. OpenCTI is currently shipping more aggressively (velocity 6.3 vs 5.0), with 0 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 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.
What are the best alternatives to OpenHouse?
Top OpenHouse alternatives in Analytics are ranked by recent ship velocity. Browse the "OpenHouse alternatives" section above for the current picks, or visit /alternatives/openhouse for the full list with editorial commentary on each.