RStudio
RStudio's first October patch is a branch merge, extending a long run of release-train upkeep.
Comparison · Analytics
Evidence vs OpenPanel
A side-by-side editorial comparison of Evidence and OpenPanel — release velocity, themes, recent moves, and the top alternatives to consider.
Evidence vs OpenPanel: 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 OpenPanel?
OpenPanel tags three more note-free builds in one evening, reaching 3.16.4.
OpenPanel tagged 3.16.2, 3.16.3 and 3.16.4 within about 80 minutes on October 27, after 3.16.1 the day before. Every entry is a build of main for supporters, installed with openpanel upgrade --supporter, and none carries release notes; public releases come from a separate self-hosting tag.
Evidence vs OpenPanel: 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.
OpenPanel
5.0ANALYTICS
OpenPanel tags three more note-free builds in one evening, reaching 3.16.4.
◆ Current state
OpenPanel tagged 3.16.2, 3.16.3 and 3.16.4 within about 80 minutes on October 27, after 3.16.1 the day before. Every entry is a build of main for supporters, installed with openpanel upgrade --supporter, and none carries release notes; public releases come from a separate self-hosting tag.
◆ Where it's heading
The 3.x line has climbed from 3.0.0 to 3.16.4 in under two weeks, with each bump published as a bare build. The cadence shows active development, but the feed gives no way to see what changed or which builds matter.
◆ Prediction
Expect more note-free supporter builds; a public self-hosting release with notes is the first point where the content of 3.x becomes visible.
Alternatives to Evidence and OpenPanel
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 OpenPanel.
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.
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.
OpenHouse
OpenHouse locks down its column-defaults capability flag as default values near completion.
See all Evidence alternatives → · See all OpenPanel alternatives →
Recent activity from Evidence and OpenPanel
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 1d agoOpenPanel3.16.4: supporter build, no notes
- 1d agoOpenPanel3.16.3: supporter build, no notes
- 1d agoOpenPanel3.16.2: supporter build, no notes
- 3d agoOpenPanel3.16.1: supporter build, no notes
- 5d agoOpenPanel3.16.0: supporter build, no notes
- 5d agoOpenPanel3.15.0: supporter build, no notes
- 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 OpenPanel?
They serve adjacent needs but don't currently overlap on shipped themes. OpenPanel 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 OpenPanel?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. OpenPanel 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 OpenPanel?
Top OpenPanel alternatives in Analytics are ranked by recent ship velocity. Browse the "OpenPanel alternatives" section above for the current picks, or visit /alternatives/openpanel for the full list with editorial commentary on each.