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Comparison · Analytics
Evidence vs OpenHouse
A side-by-side editorial comparison of Evidence and OpenHouse — release velocity, themes, recent moves, and the top alternatives to consider.
Evidence vs OpenHouse: at a glance
What is Evidence?
Evidence's last release was a February CVE sweep that also removed Evidence Cloud references.
Every tracked Evidence release is from a single day, February 6, 2026: a coordinated patch across the SDK, preprocessor, universal SQL layer and database connectors to pick up dependency updates for CVEs. The SDK patch also removes references to Evidence Cloud.
What is OpenHouse?
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.
Evidence vs OpenHouse: editorial side-by-side
Evidence
0.0ANALYTICS
Evidence's last release was a February CVE sweep that also removed Evidence Cloud references.
◆ Current state
Every tracked Evidence release is from a single day, February 6, 2026: a coordinated patch across the SDK, preprocessor, universal SQL layer and database connectors to pick up dependency updates for CVEs. The SDK patch also removes references to Evidence Cloud.
◆ Where it's heading
Nothing has shipped in the eight months since, so the open-source BI-as-code framework looks to be in maintenance mode. Removing Evidence Cloud references suggests the hosted offering has been dropped or separated, though the entries do not say why.
◆ Prediction
It is unclear from the entries whether active development will resume; the next release is more likely another dependency or security patch than new features.
OpenHouse
5.0ANALYTICS
OpenHouse locks down its column-defaults capability flag as default values near completion.
◆ Current state
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.
◆ Where it's heading
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.
◆ Prediction
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.
Alternatives to Evidence 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 Evidence or OpenHouse.
OpenReplay
OpenReplay moves its Go backend to pgx v5 and patches vulnerable deps across 1.25–1.27.
Basedash
Basedash automations can now attach scheduled CSV exports to Slack and email.
OpenPanel
OpenPanel tags three more note-free builds in one evening, reaching 3.16.4.
Fulcrum
Fulcrum turns on Insights, its AI assistant for field data, for every customer.
Holistics
Holistics lets admins put a key dashboard on everyone's Home page.
See all Evidence alternatives → · See all OpenHouse alternatives →
Recent activity from Evidence and OpenHouse
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 1d agoOpenHousev0.5.543: Add integration tests for snapshot expiration with refs (#492)
- 1d agoOpenHousev0.5.542: column-default checks enforced in doCommit
- 1d agoOpenHousev0.5.541: [default values] Gate tables on capabilities the client declares (#848)
- 2d agoOpenHousev0.5.540: Spark integration test for column initial defaults
- 2d agoOpenHousev0.5.539: column-defaults capability property made immutable
- 3d agoOpenHousev0.5.538: Fix Gradle Git hook installation in worktrees (#858)
- 8mo agoEvidenceSQLite connector picks up CVE-patched shared dependency
- 8mo agoEvidencePreprocessor package updates to resolve CVEs
- 8mo agoEvidenceTrino connector picks up CVE-patched shared dependency
- 8mo agoEvidenceSDK patches CVEs and removes Evidence Cloud references
- 8mo agoEvidenceRedshift connector picks up CVE-patched dependencies
- 8mo agoEvidenceSnowflake connector picks up CVE-patched shared dependency
Frequently asked questions
What is the difference between Evidence and OpenHouse?
They serve adjacent needs but don't currently overlap on shipped themes. OpenHouse is currently shipping more aggressively (velocity 5.0 vs 0.0), 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 Evidence better than OpenHouse?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. OpenHouse is currently shipping more aggressively (velocity 5.0 vs 0.0), 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 Evidence?
Top Evidence alternatives in Analytics are ranked by recent ship velocity. Browse the "Evidence alternatives" section above for the current picks, or visit /alternatives/evidence 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.