Calibre
Calibre MCP lets your coding agent read RUM and Lighthouse data, then fix the slow code
Comparison · Analytics
Fulcrum vs OpenHouse
A side-by-side editorial comparison of Fulcrum and OpenHouse — release velocity, themes, recent moves, and the top alternatives to consider.
Fulcrum vs OpenHouse: at a glance
| Feature | Fulcrum | OpenHouse |
|---|---|---|
| Sector | Analytics | Analytics |
| Velocity score | 6.3 | 5.0 |
| Sparks · 30d | 0 | 0 |
| Top themes | field data collection, ai assistant, mcp, gps | data lakehouse, iceberg, table maintenance, views |
| Last editorial update | 17h ago | 9h ago |
| Website | — | Visit → |
What is Fulcrum?
Fulcrum lets AI assistants sign in to its MCP server with a normal account.
Fulcrum, a field data collection platform, opened its Insights AI assistant to all customers in October. Its weekly web release now adds OAuth sign-in for the Fulcrum MCP server in alpha, so outside AI assistants connect with a user account and see only what that role allows. The rest is GPS Device Capture support on repeatables and fixes across the web, iOS and Android apps.
What is OpenHouse?
OpenHouse tightens view authorization and moves its optimizer schema to Flyway.
OpenHouse ships small versioned releases straight from merged pull requests, often several a day. Nov 5-6 brought six: view replace and delete now check authorization against the existing view, the Optimizer's tables move to Flyway migrations, its analyzer gets a deadline and exponential backoff, tables refuse to drop partition columns, and stats collection stops listing every file and reads Iceberg metadata instead.
Fulcrum vs OpenHouse: editorial side-by-side
Fulcrum
6.3ANALYTICS
Fulcrum lets AI assistants sign in to its MCP server with a normal account.
◆ Current state
Fulcrum, a field data collection platform, opened its Insights AI assistant to all customers in October. Its weekly web release now adds OAuth sign-in for the Fulcrum MCP server in alpha, so outside AI assistants connect with a user account and see only what that role allows. The rest is GPS Device Capture support on repeatables and fixes across the web, iOS and Android apps.
◆ Where it's heading
Fulcrum is opening its data to AI from both sides: Insights inside the product and MCP for assistants outside it. Role-scoped OAuth is the piece that makes the outside route usable without sharing API tokens.
◆ Prediction
The MCP sign-in is likely to move from alpha to beta in the weekly web notes, following how Insights and GPS Integration were labeled as they matured.
OpenHouse
5.0ANALYTICS
OpenHouse tightens view authorization and moves its optimizer schema to Flyway.
◆ Current state
OpenHouse ships small versioned releases straight from merged pull requests, often several a day. Nov 5-6 brought six: view replace and delete now check authorization against the existing view, the Optimizer's tables move to Flyway migrations, its analyzer gets a deadline and exponential backoff, tables refuse to drop partition columns, and stats collection stops listing every file and reads Iceberg metadata instead.
◆ Where it's heading
After Views M1 on Oct 30, work has shifted to hardening: authorization parity between views and tables, and making the Optimizer deployable and observable. Each release is narrow and operational.
◆ Prediction
Expect further Views milestones and more Optimizer schema migrations now that Flyway can change its tables.
Alternatives to Fulcrum 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 Fulcrum or OpenHouse.
Dovetail
Dovetail opens its docs to Claude and ChatGPT as co-authors.
Apache SkyWalking
SkyWalking 11.1 builds service maps from OpenTelemetry traces, no SkyWalking agent required.
OpenReplay
OpenReplay's feed is Helm chart bumps behind its asset-cacher deny list.
Tinybird
Tinybird shrinks its Local image by a third after a run of observability updates.
Delta Lake
Delta Lake's public stream is Databricks builds and code cleanup on the way to 4.5.
See all Fulcrum alternatives → · See all OpenHouse alternatives →
Recent activity from Fulcrum and OpenHouse
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 3d agoOpenHouseOpenHouse bumps its Iceberg core dependency
- 4d agoOpenHouseView replace and delete now authorize against the view
- 4d agoFulcrumWeb: MCP sign-in with OAuth (alpha), GPS capture on repeatables
- 4d agoOpenHouseOptimizer analyzer gets a deadline and backoff
- 4d agoOpenHouseOptimizer tables move to Flyway migrations
- 4d agoOpenHouseTables now reject dropping a partition column
- 4d agoOpenHouseTable stats read Iceberg metadata, skip file listing
- 5d agoFulcrumAndroid 2610.3.0: Follow Mode rotation and photo stability fixes
- 5d agoFulcrumiOS 2610.3.0: NMEA GPS accuracy and stability fixes
- 10d agoFulcrumWeb: bulk edit, PROJECTNAME() and Data Downloader fixes
- 11d agoFulcrumAndroid 2610.2.1: drill-down photo save fix
- 12d agoFulcrumiOS 2610.2.1: Save and Done button contrast fix
Frequently asked questions
What is the difference between Fulcrum and OpenHouse?
They serve adjacent needs but don't currently overlap on shipped themes. Fulcrum 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 Fulcrum better than OpenHouse?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Fulcrum 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 Fulcrum?
Top Fulcrum alternatives in Analytics are ranked by recent ship velocity. Browse the "Fulcrum alternatives" section above for the current picks, or visit /alternatives/fulcrum 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.