Fulcrum
Fulcrum turns on Insights, its AI assistant for field data, for every customer.
A side-by-side editorial comparison of ChartMogul and OpenHouse — release velocity, themes, recent moves, and the top alternatives to consider.
ChartMogul's MRRaudit goes after its own core problem: MRR figures that don't reconcile.
ChartMogul tracks MRR, churn and trial conversion for subscription businesses, with a CRM attached. On October 21 it introduced MRRaudit, a tool for explaining why MRR numbers don't match, which is the first named feature in the feed since the February Crono and January n8n integrations. The October 12 'more actionable customer data' announcement still publishes no detail, and the rest of the year has been essays.
OpenHouse locks down its column-defaults capability flag as default values near completion.
OpenHouse shipped eleven builds (v0.5.529 to v0.5.539) in a week. The substantive work is a pluggable pre-commit check framework inside doCommit, built so column-default rules run on every commit path, and the first wiring of OpenHouseCatalog to the Views service. v0.5.539 makes the required-capability.column-defaults property immutable, and earlier builds added a tableExists endpoint, opt-in Spark SQL ALTER TABLE ... UNLOCK, and validation that blocks RTAS combined with WAP or replication.
ChartMogul tracks MRR, churn and trial conversion for subscription businesses, with a CRM attached. On October 21 it introduced MRRaudit, a tool for explaining why MRR numbers don't match, which is the first named feature in the feed since the February Crono and January n8n integrations. The October 12 'more actionable customer data' announcement still publishes no detail, and the rest of the year has been essays.
After a year of integrations and thought leadership, ChartMogul is returning to the trust layer of its core metric. MRR discrepancies between billing systems, finance and dashboards are the main reason teams doubt analytics tools, so an audit view defends the base product rather than extending into CRM. Product cadence is picking up in October after a four-month gap.
Expect MRRaudit-style explanations to spread to other metrics such as churn or trial conversion. The feed gives only a title for MRRaudit, so its scope is not yet confirmed.
OpenHouse shipped eleven builds (v0.5.529 to v0.5.539) in a week. The substantive work is a pluggable pre-commit check framework inside doCommit, built so column-default rules run on every commit path, and the first wiring of OpenHouseCatalog to the Views service. v0.5.539 makes the required-capability.column-defaults property immutable, and earlier builds added a tableExists endpoint, opt-in Spark SQL ALTER TABLE ... UNLOCK, and validation that blocks RTAS combined with WAP or replication.
LinkedIn's table catalog is moving business rules into the commit itself, so defaults, property rules and commit policies all reject the same way with clear 400s. Views and column default values are being built in parallel, and both are now past plumbing into user-facing guards. The team favors small, reversible steps.
Expect column default values and the Views client API to become usable end to end within the next few builds, with more PreCommitCheck rules registered by the tables service.
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 ChartMogul or OpenHouse.
Fulcrum turns on Insights, its AI assistant for field data, for every customer.
Holistics lets admins put a key dashboard on everyone's Home page.
Plausible's tracked feed stops at a Dec 2025 pre-release that limits shared links to a segment.
Countly 25.03.58 tightens API tokens, sessions and login lockouts in one security patch.
Keboola adds dark mode while it tightens the MCP server and retires idle workspaces.
OpenReplay moves assist and sourcemap services to Node 26; still no feature notes.
See all ChartMogul alternatives → · See all OpenHouse alternatives →
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
They serve adjacent needs but don't currently overlap on shipped themes. ChartMogul 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.
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. ChartMogul 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.
Top ChartMogul alternatives in Analytics are ranked by recent ship velocity. Browse the "ChartMogul alternatives" section above for the current picks, or visit /alternatives/chartmogul for the full list with editorial commentary on each.
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.