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Comparison · Analytics
Whatagraph vs OpenHouse
A side-by-side editorial comparison of Whatagraph and OpenHouse — release velocity, themes, recent moves, and the top alternatives to consider.
Whatagraph vs OpenHouse: at a glance
| Feature | Whatagraph | OpenHouse |
|---|---|---|
| Sector | Analytics | Analytics |
| Velocity score | 6.3 | 6.3 |
| Sparks · 30d | 1 | 1 |
| Top themes | marketing-reporting, agency-tools, integrations, cross-channel | iceberg, data-lakehouse, linkedin, open-source |
| Last editorial update | 21d ago | 14h ago |
| Website | — | Visit → |
What is Whatagraph?
Agency reporting adds ChatGPT ads as a channel before most clients have bought one.
Whatagraph ships weekly, alternating between new data sources and reducing the manual work of assembling a client report. The recent run added Ahrefs Rank Tracker for keyword-level competitive positions, automatic failover when the account owning a source loses access, Report shortcuts that turn one report into an entry point for others, auto colours for conditional formatting, and in-place field mapping while building a cross-channel Source Group. The newest release adds OpenAI Ads and a Google Ads Keyword Planner source.
What is OpenHouse?
OpenHouse breaks ground on Iceberg views while tightening storage lifecycle and authorization
OpenHouse (LinkedIn's managed Iceberg tables service) is shipping at a rapid v0.5.x pace with multiple improvements per week. Recent work spans three areas: storage lifecycle management (native snapshot expiration with reference age defaults, orphan file reclamation), authorization hardening (routing RTAS operations through proper table privilege checks), and the first scaffolding for Iceberg view support (entityType discriminator, table-scoped HTS queries).
Whatagraph vs OpenHouse: editorial side-by-side
Whatagraph
6.3ANALYTICS
Agency reporting adds ChatGPT ads as a channel before most clients have bought one.
◆ Current state
Whatagraph ships weekly, alternating between new data sources and reducing the manual work of assembling a client report. The recent run added Ahrefs Rank Tracker for keyword-level competitive positions, automatic failover when the account owning a source loses access, Report shortcuts that turn one report into an entry point for others, auto colours for conditional formatting, and in-place field mapping while building a cross-channel Source Group. The newest release adds OpenAI Ads and a Google Ads Keyword Planner source.
◆ Where it's heading
Two threads. The first is removing the recurring maintenance an agency does between report cycles — remapping fields, rebuilding groups, reconnecting sources after someone leaves, re-exporting keyword data monthly. The second is source coverage, which is now extending past ad accounts into other shapes: a keyword list is a source, and a report can be a widget inside another report. Whatagraph is competing on the labour a report costs, not the chart types it offers.
◆ Prediction
Expect more non-ad-account source shapes to follow the keyword-list pattern, and OpenAI Ads coverage to deepen as that platform's own API exposes more than the current account, campaign, ad group and ad levels.
OpenHouse
6.3ANALYTICS
OpenHouse breaks ground on Iceberg views while tightening storage lifecycle and authorization
◆ Current state
OpenHouse (LinkedIn's managed Iceberg tables service) is shipping at a rapid v0.5.x pace with multiple improvements per week. Recent work spans three areas: storage lifecycle management (native snapshot expiration with reference age defaults, orphan file reclamation), authorization hardening (routing RTAS operations through proper table privilege checks), and the first scaffolding for Iceberg view support (entityType discriminator, table-scoped HTS queries).
◆ Where it's heading
The entityType discriminator in v0.5.490 is the most directional move in this window — it creates the data model prerequisite for treating views as first-class entities alongside tables, something OpenHouse has not supported. Storage lifecycle work is converging on Iceberg-native mechanisms, reducing custom expiration logic. The post-commit operations framework in v0.5.492 is infrastructure that will allow OpenHouse to add downstream hooks (compaction triggers, notifications) without catalog coupling.
◆ Prediction
Iceberg view read support will arrive in the next several releases, building on the discriminator and HTS scaffolding now in place. The authorization model for views will be an open question — watch whether they reuse the table ACL path or introduce a parallel model.
Alternatives to Whatagraph 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 Whatagraph or OpenHouse.
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
Lightdash
Lightdash is cutting its dbt dependency and building AI-powered authoring into every layer of its BI stack.
Keboola
Keboola's Kai AI assistant hits GA, completing the pivot from data platform to AI-native pipeline orchestration layer.
Omni
Omni's Apps reach general availability, completing its embedded analytics platform pitch.
See all Whatagraph alternatives → · See all OpenHouse alternatives →
Recent activity from Whatagraph and OpenHouse
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 15h agoOpenHousev0.5.492: Add a generic bounded post commit operations framework (#729)
- 5d agoOpenHousev0.5.491
- 5d agoOpenHousev0.5.490: Add entityType discriminator and table-scoped HTS queries (#696) ⚡
- 7d agoOpenHousev0.5.489: Backfill history.expire.max-ref-age-ms with Snapshot Expiration (#708)
- 11d agoOpenHousev0.5.488: [RTAS] Use table privileges for replacement (#711)
- 12d agoOpenHousev0.5.487
- 22d agoWhatagraphReport on OpenAI Ads, and track Google Ads keyword demand without the monthly export ⚡
- 28d agoWhatagraphUnify metrics and dimensions while creating a Source Group
- 1mo agoWhatagraphTurn your report into client portal with Report shortcuts
- 1mo agoWhatagraphOne broken connection won't break your reports
- 1mo agoWhatagraphClearer charts and tables, and a faster way to find the right template
- 1mo agoWhatagraphTrack your keywords against competitors with Ahrefs Rank Tracker
Frequently asked questions
What is the difference between Whatagraph and OpenHouse?
They serve adjacent needs but don't currently overlap on shipped themes. Whatagraph and OpenHouse are shipping at a similar cadence (velocity 6.3 vs 6.3, 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 Whatagraph better than OpenHouse?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Whatagraph and OpenHouse are shipping at a similar cadence (velocity 6.3 vs 6.3, 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 Whatagraph?
Top Whatagraph alternatives in Analytics are ranked by recent ship velocity. Browse the "Whatagraph alternatives" section above for the current picks, or visit /alternatives/whatagraph 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.