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Comparison · Analytics
AgencyAnalytics vs OpenHouse
A side-by-side editorial comparison of AgencyAnalytics and OpenHouse — release velocity, themes, recent moves, and the top alternatives to consider.
AgencyAnalytics vs OpenHouse: at a glance
What is AgencyAnalytics?
AgencyAnalytics' MCP server can now compare up to 10 clients in one prompt.
AgencyAnalytics publishes weekly product notes. Recent weeks added dark mode, per-row Custom Metrics, more row-level comparisons, new ad and email sources, SE Ranking's AI Results Tracker data and, in mid-October, write actions for its MCP server. The 9 November note lets one MCP prompt compare up to 10 named clients, each counting as its own request against the rate limit.
What is OpenHouse?
OpenHouse adds time-zone-aware retention and per-database table caps.
OpenHouse ships small versioned releases straight from merged pull requests. On November 13 it shipped five: retention policies on string date columns can now take a time zone, operators can cap live tables per database with metrics on usage and rejections, view requests and operations are now audited in full, and two fixes make view property SET/UNSET and REPLACE behave. Earlier in November failed Spark maintenance jobs began exiting as failed.
AgencyAnalytics vs OpenHouse: editorial side-by-side
AgencyAnalytics
5.0ANALYTICS
AgencyAnalytics' MCP server can now compare up to 10 clients in one prompt.
◆ Current state
AgencyAnalytics publishes weekly product notes. Recent weeks added dark mode, per-row Custom Metrics, more row-level comparisons, new ad and email sources, SE Ranking's AI Results Tracker data and, in mid-October, write actions for its MCP server. The 9 November note lets one MCP prompt compare up to 10 named clients, each counting as its own request against the rate limit.
◆ Where it's heading
Two threads run in parallel: more data sources in reports, and an MCP server that is growing from read-only to write actions to multi-client questions. The AI assistant is becoming a second way to work across an agency's whole book, not just one client at a time.
◆ Prediction
Expect the MCP limits to loosen further, for example broader 'all clients' queries or higher caps, since this note already explains why those still don't run.
OpenHouse
5.0ANALYTICS
OpenHouse adds time-zone-aware retention and per-database table caps.
◆ Current state
OpenHouse ships small versioned releases straight from merged pull requests. On November 13 it shipped five: retention policies on string date columns can now take a time zone, operators can cap live tables per database with metrics on usage and rejections, view requests and operations are now audited in full, and two fixes make view property SET/UNSET and REPLACE behave. Earlier in November failed Spark maintenance jobs began exiting as failed.
◆ Where it's heading
OpenHouse is adding the controls a shared lakehouse needs at scale: quotas, audit trails and retention that matches business calendars. Views are getting the same governance tables already had.
◆ Prediction
Expect more views milestones after audit (the release is labeled Views M1), and further operator controls for quotas and maintenance.
Alternatives to AgencyAnalytics 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 AgencyAnalytics or OpenHouse.
Dovetail
Dovetail lets admins choose which connectors members can plug into the workspace.
Dagster
Dagster drops Python 3.10 and lets agents run schedules and sensors through MCP.
Countly
Countly 25.03.59 defaults to Node 26, supports MongoDB 9 and tightens app scoping.
Kubecost
Kubecost cuts three 3.3.2 release candidates in two days, still without notes.
RStudio
RStudio opens the 2026.11 train with another NOTICE file update.
See all AgencyAnalytics alternatives → · See all OpenHouse alternatives →
Recent activity from AgencyAnalytics and OpenHouse
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 14h agoOpenHouseRetention policies on string date columns accept a time zone
- 16h agoOpenHouseOpenHouse adds an optional per-database table count limit
- 18h agoOpenHouseFix: ALTER VIEW UNSET now removes view properties
- 1d agoOpenHouseFix view REPLACE property validation
- 1d agoOpenHouseOpenHouse audits view requests and operations in full
- 4d agoOpenHouseFailed Spark maintenance jobs now exit as failed
- 4d agoAgencyAnalyticsCompare up to 10 clients in a single MCP prompt
- 8d agoAgencyAnalyticsSE Ranking: AI Results Tracker data
- 14d agoAgencyAnalyticsDark mode, a fresh chart palette, Custom Metrics in tables, and more
- 22d agoAgencyAnalyticsHighLevel email campaign data, row-level comparison across more data sources, and more
- 22d agoAgencyAnalyticsQuantcast is now available
- 25d agoAgencyAnalyticsNew Google Analytics dimensions: File Name and Link URL
Frequently asked questions
What is the difference between AgencyAnalytics and OpenHouse?
They serve adjacent needs but don't currently overlap on shipped themes. AgencyAnalytics and OpenHouse 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 AgencyAnalytics better than OpenHouse?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. AgencyAnalytics and OpenHouse 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 AgencyAnalytics?
Top AgencyAnalytics alternatives in Analytics are ranked by recent ship velocity. Browse the "AgencyAnalytics alternatives" section above for the current picks, or visit /alternatives/agencyanalytics 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.