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Comparison · Analytics

OpenPanel vs Plotly

A side-by-side editorial comparison of OpenPanel and Plotly — release velocity, themes, recent moves, and the top alternatives to consider.

OpenPanel vs Plotly: at a glance

FeatureOpenPanelPlotly
SectorAnalyticsAnalytics
Velocity score5.06.3
Sparks · 30d00
Top themesproduct-analytics, open-source, self-hosted, release-buildsai-app-building, plotly-cloud, metered-billing, custom-domains
Last editorial update1d ago2mo ago
WebsiteVisit →Visit →

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.

Read the full OpenPanel trajectory →

What is Plotly?

Plotly is turning its cloud into a metered compute platform with an enterprise on-ramp.

Plotly ships on two tracks. Plotly Studio, the desktop AI app-builder, releases every one to two weeks and has spent v0.0.80 through v0.0.86 on credential handling, reasoning transparency, personalization and now the reliability of the agent session engine itself. Plotly Cloud is the louder track: since late May it has added viewer-seat pricing, domain verification, per-app compute modes with credit-metered billing, and customer-owned domains with managed TLS.

Read the full Plotly trajectory →

OpenPanel vs Plotly: editorial side-by-side

O
OpenPanel
ANALYTICS
5.0

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.

P
Plotly
ANALYTICS
6.3

Plotly is turning its cloud into a metered compute platform with an enterprise on-ramp.

◆ Current state

Plotly ships on two tracks. Plotly Studio, the desktop AI app-builder, releases every one to two weeks and has spent v0.0.80 through v0.0.86 on credential handling, reasoning transparency, personalization and now the reliability of the agent session engine itself. Plotly Cloud is the louder track: since late May it has added viewer-seat pricing, domain verification, per-app compute modes with credit-metered billing, and customer-owned domains with managed TLS.

◆ Where it's heading

The Cloud releases are assembling the standard pieces of a hosting business in order — identity first (domain verification, explicitly framed as the step before SSO), then billing (viewer seats, then metered compute credits), and now production-grade serving (custom domains, automatic certificate renewal). Studio is being hardened as the authoring front end that feeds it: Universal Deployment pushed beyond Dash apps, credentials saved once and reused, a Winget channel to widen Windows installs, and in v0.0.86 a rebuilt session engine plus automatic retries so agent runs survive expired tokens. The two tracks converge on one funnel — author in Studio, deploy to Cloud, pay by compute consumed.

◆ Prediction

The Domain Verification entry names SSO as the next step and places it in the Enterprise tier, so single sign-on is the most likely Cloud release next. Studio should hold its one-to-two-week cadence, with the newly added app thumbnails pointing toward more work on browsing and organizing generated apps.

Alternatives to OpenPanel and Plotly

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 OpenPanel or Plotly.

See all OpenPanel alternatives → · See all Plotly alternatives →

Recent activity from OpenPanel and Plotly

Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.

  1. 1d agoOpenPanel3.16.4: supporter build, no notes
  2. 1d agoOpenPanel3.16.3: supporter build, no notes
  3. 1d agoOpenPanel3.16.2: supporter build, no notes
  4. 3d agoOpenPanel3.16.1: supporter build, no notes
  5. 5d agoOpenPanel3.16.0: supporter build, no notes
  6. 5d agoOpenPanel3.15.0: supporter build, no notes
  7. 2mo agoPlotlyCustom Domains in Plotly Cloud ⚡
  8. 3mo agoPlotlyPlotly Studio v0.0.85: Breadcrumbs & minor bug fixes
  9. 3mo agoPlotlyPlotly Studio v0.0.84: Faster AI, Saved Credentials, and Winget Support
  10. 3mo agoPlotlyCompute Modes and App Sizing in Plotly Cloud ⚡
  11. 3mo agoPlotlyPlotly Studio 0.0.83: Dash Update and macOS Fixes
  12. 4mo agoPlotlyPlotly Studio v0.0.82: Override for credential redaction, stability fixes

Frequently asked questions

What is the difference between OpenPanel and Plotly?

They serve adjacent needs but don't currently overlap on shipped themes. Plotly 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 OpenPanel better than Plotly?

Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Plotly 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 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.

What are the best alternatives to Plotly?

Top Plotly alternatives in Analytics are ranked by recent ship velocity. Browse the "Plotly alternatives" section above for the current picks, or visit /alternatives/plotly for the full list with editorial commentary on each.