Retool
Retool is retiring standalone Assist while folding the same capability into the app builder.
Comparison · Infra & APIs
rgm vs Scrypted
A side-by-side editorial comparison of rgm and Scrypted — release velocity, themes, recent moves, and the top alternatives to consider.
rgm vs Scrypted: at a glance
What is rgm?
A microbiome network model that got itself un-archived by deleting the dependency that killed it.
rgm implements the random graphical model for microbiome interactions across related environments, published in JABES in 2026. The package was archived from CRAN in February 2026 because of its dependency on huge; the recovery release drops that dependency entirely, which cost it the graphical-lasso warm start that used to seed the initial graph — the default is now an empty graph, with warm starts left to the user. A post-processing function returning ggplot diagnostics arrived in the same release.
What is Scrypted?
Scrypted spent a year making its camera server run as a cluster, then went quiet.
Scrypted publishes releases as raw commit dumps, so the arc has to be read from the commits themselves. Through 2025 they cluster around three things: cluster mode and the worker addressing needed to make it real, GPU inference plumbing for NVIDIA on Proxmox and Intel runtimes, and a steady stream of per-camera fixes for battery, sleeping, and NVR devices. The most recent tag in this feed is from November 2025, so the visible record stops there rather than continuing to the present.
rgm vs Scrypted: editorial side-by-side
rgm
0.0INFRA · APIS
A microbiome network model that got itself un-archived by deleting the dependency that killed it.
◆ Current state
rgm implements the random graphical model for microbiome interactions across related environments, published in JABES in 2026. The package was archived from CRAN in February 2026 because of its dependency on huge; the recovery release drops that dependency entirely, which cost it the graphical-lasso warm start that used to seed the initial graph — the default is now an empty graph, with warm starts left to the user. A post-processing function returning ggplot diagnostics arrived in the same release.
◆ Where it's heading
Three tags shipped inside two hours on one day, and the notes are candid about why: 1.1.0 held the actual work but was never released, 1.2.0 restated it under a higher version to signal the size of the change, and 1.2.1 answered CRAN pre-test feedback. Beyond the archival recovery, the visible work is housekeeping that had accumulated — a shadowed rmvnorm() definition, roxygen import tags that were silently emitting nothing, leftover C++ template scaffolding, and build artifacts under version control. The diagnostics function is the only genuinely new user-facing capability in the window.
◆ Prediction
The immediate task was restoring availability, and that is done; the open question the entries raise is whether losing the graphical-lasso warm start affects convergence in practice, which the new diagnostic plots are positioned to answer.
Scrypted
0.0INFRA · APIS
Scrypted spent a year making its camera server run as a cluster, then went quiet.
◆ Current state
Scrypted publishes releases as raw commit dumps, so the arc has to be read from the commits themselves. Through 2025 they cluster around three things: cluster mode and the worker addressing needed to make it real, GPU inference plumbing for NVIDIA on Proxmox and Intel runtimes, and a steady stream of per-camera fixes for battery, sleeping, and NVR devices. The most recent tag in this feed is from November 2025, so the visible record stops there rather than continuing to the present.
◆ Where it's heading
The direction through the tracked window is a home camera server growing into distributed infrastructure: cluster mode, cluster-aware media management, worker addressing, and detection work moving onto custom models and fp16 math. Integration breadth continues alongside it, with HomeKit audio, ONVIF PTZ, text overlays, and PIR sensors. Because the feed has not produced a tag in months, any read on current direction should be treated as the state at the last release rather than today.
◆ Prediction
The entries do not support a confident prediction; the feed has been silent since November 2025, and a stale release stream is not evidence of what the project is doing now.
Alternatives to rgm and Scrypted
Other Infra & APIs 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 rgm or Scrypted.
WPML
WPML made machine translation the default, and its point releases keep chasing WordPress and page builders.
forestploter
A forest plot package that keeps handing users control of one more graphical detail.
ggInterval
Interval-valued data plotting, spending 2026 making its function names and examples survive CRAN.
contagionchannels
Three releases in ten days, every one of them a CRAN reviewer's correction rather than a code change.
tidyaudit
Pipeline provenance for tidyverse workflows, recording what changed at each step without keeping the data.
See all rgm alternatives → · See all Scrypted alternatives →
Recent activity from rgm and Scrypted
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 3mo agorgmJournal DOI replaces the preprint; promotional wording removed
- 3mo agorgmBack on CRAN after dropping the dependency that caused archival
- 3mo agorgmUnreleased twin of the CRAN recovery release
- 9mo agoScrypted0.143.0: NVIDIA on Proxmox fixes and HomeKit audio repairs
- 1y agoScrypted0.141.0: custom detection models and fp16 inference
- 1y agoScrypted0.139.0: video text overlays and PIR sensor support
- 1y agoScrypted0.137.0: cluster manager address fixup
- 1y agoScrypted0.135.0: cluster worker address plumbing
- 1y agoScrypted0.133.0: battery and sleeping camera fixes
- 2y agorgmFirst release: simulation, estimation and post-processing
Frequently asked questions
What is the difference between rgm and Scrypted?
They serve adjacent needs but don't currently overlap on shipped themes. rgm and Scrypted are shipping at a similar cadence (velocity 0.0 vs 0.0, both within Sparkpulse's "active" band). See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.
Is rgm better than Scrypted?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. rgm and Scrypted are shipping at a similar cadence (velocity 0.0 vs 0.0, both within Sparkpulse's "active" band). For your specific use case, the alternatives sections above list other Infra & APIs products to evaluate alongside.
What are the best alternatives to rgm?
Top rgm alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "rgm alternatives" section above for the current picks, or visit /alternatives/rgm for the full list with editorial commentary on each.
What are the best alternatives to Scrypted?
Top Scrypted alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "Scrypted alternatives" section above for the current picks, or visit /alternatives/scrypted for the full list with editorial commentary on each.