silx
silx settles into maintenance a release after its PySide6 migration
Comparison · Analytics
Whatagraph vs Rho
A side-by-side editorial comparison of Whatagraph and Rho — release velocity, themes, recent moves, and the top alternatives to consider.
Whatagraph vs Rho: at a glance
| Feature | Whatagraph | Rho |
|---|---|---|
| Sector | Analytics | Analytics |
| Velocity score | 5.0 | 6.3 |
| Sparks · 30d | 0 | 1 |
| Top themes | agency reporting, client portals, integrations, data storage | r-ide, ai-agents, model-routing, release-engineering |
| Last editorial update | 4d ago | 11h ago |
| Website | — | Visit → |
What is Whatagraph?
Whatagraph is turning a report from a document you send into a place clients come back to.
Whatagraph has been working on the parts of agency reporting that break under volume rather than on new analysis capability. Stored data removes live API calls from render time, connection failover keeps widgets alive when one teammate's token expires, and the Basis rebuild traded live loading for stored data to fix slow widgets and mismatched spend figures. Alongside that runs a steady stream of presentation control — automatic conditional formatting, per-metric decimal places, chosen comparison colors, consolidated theme settings.
What is Rho?
Rho's release machinery finally produced a stable build — and it shipped no new product.
Rho is an R IDE that has just moved from an all-prerelease train to a stable 0.4.0, and its public feed remains almost entirely release engineering. The one substantive entry, 0.4.0-dev.39, described capability-based model routing across providers and durable project-scoped agent conversations with per-file Apply/Undo. The releases since then have been distribution work: a signed automatic updater shared across Windows, macOS and Linux, then the stable build that packages it.
Whatagraph vs Rho: editorial side-by-side
Whatagraph
5.0ANALYTICS
Whatagraph is turning a report from a document you send into a place clients come back to.
◆ Current state
Whatagraph has been working on the parts of agency reporting that break under volume rather than on new analysis capability. Stored data removes live API calls from render time, connection failover keeps widgets alive when one teammate's token expires, and the Basis rebuild traded live loading for stored data to fix slow widgets and mismatched spend figures. Alongside that runs a steady stream of presentation control — automatic conditional formatting, per-metric decimal places, chosen comparison colors, consolidated theme settings.
◆ Where it's heading
The through-line is reliability and reader experience at agency scale, where one account runs hundreds or thousands of sources across several people. Report shortcuts extend that from inside a single report to the relationships between reports, letting a heavy report be split into a hub and supporting detail rather than one long scroll or five unlabeled links. Integration work continues to be additive and specific — Ahrefs Rank Tracker, WhatConverts, Snowflake, bol. — chosen to fill named reporting gaps rather than to broaden a catalog.
◆ Prediction
Expect the portal framing to get more structure — navigation, landing behavior or access controls on the entry-point report — since a hub built from a link widget will run into the limits of being just another report.
Rho
6.3ANALYTICS
Rho's release machinery finally produced a stable build — and it shipped no new product.
◆ Current state
Rho is an R IDE that has just moved from an all-prerelease train to a stable 0.4.0, and its public feed remains almost entirely release engineering. The one substantive entry, 0.4.0-dev.39, described capability-based model routing across providers and durable project-scoped agent conversations with per-file Apply/Undo. The releases since then have been distribution work: a signed automatic updater shared across Windows, macOS and Linux, then the stable build that packages it.
◆ Where it's heading
The project is building an agentic R IDE but publishing like a regulated release process: signed evidence, checksums bound to exact commits, and limitations named out loud rather than buried. That discipline has now paid off in the only way it could — 0.4.0 stable ships a Windows installer, a notarized macOS disk image and a Linux AppImage that can all update themselves, with failed verification preserving the running version. The feed's long-standing pattern of dev.NN builds with no final has broken; feature work and shipping work were on separate tracks, and the shipping track arrived first.
◆ Prediction
With distribution solved, the next entry that matters is the first one describing product capability again rather than packaging. The unresolved item these releases name themselves is Windows trust: the installer is still signed with a SignPath Free Trial self-signed certificate that SmartScreen may warn on.
Alternatives to Whatagraph and Rho
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 Rho.
Plotly
Plotly is turning its cloud into a metered compute platform with an enterprise on-ramp.
aniread
aniread stops asking you to know which tracker wrote the file
Usermaven
Usermaven closed the loop: data comes in from anywhere, and now it goes back out.
OpenCTI
OpenCTI spends a release unblocking queues and hardening upserts
Grafana Mimir
Mimir's feed is a weekly Helm bot, with the 3.2 candidate the only real release in months
See all Whatagraph alternatives → · See all Rho alternatives →
Recent activity from Whatagraph and Rho
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 1d agoRhoRho reaches a stable 0.4.0 across Windows, macOS and Linux
- 2d agoRhoSigned automatic updates land across all three platforms
- 2d agoRhoRho 0.4.0-dev.41 Native Updater Acceptance Target
- 5d agoRhoAgent conversations and provider-routed models land in Rho ⚡
- 5d agoWhatagraphTurn your report into client portal with Report shortcuts
- 10d agoRhoCross-platform candidate build awaiting acceptance evidence
- 20d agoWhatagraphOne broken connection won't break your reports
- 20d agoWhatagraphClearer charts and tables, and a faster way to find the right template
- 25d agoRhoWindows installer build stamp for 0.2.0-dev.12
- 25d agoWhatagraphTrack your keywords against competitors with Ahrefs Rank Tracker
- 1mo agoWhatagraphBasis rebuilt: faster data, cleaner numbers, per-client sources
- 1mo agoWhatagraphThemes settings, simplified
Frequently asked questions
What is the difference between Whatagraph and Rho?
They serve adjacent needs but don't currently overlap on shipped themes. Rho is currently shipping more aggressively (velocity 6.3 vs 5.0), with 1 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 Whatagraph better than Rho?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Rho is currently shipping more aggressively (velocity 6.3 vs 5.0), with 1 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 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 Rho?
Top Rho alternatives in Analytics are ranked by recent ship velocity. Browse the "Rho alternatives" section above for the current picks, or visit /alternatives/yulab-smu-rho for the full list with editorial commentary on each.