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Comparison · Infra & APIs
nmfspalette vs polyRAD
A side-by-side editorial comparison of nmfspalette and polyRAD — release velocity, themes, recent moves, and the top alternatives to consider.
nmfspalette vs polyRAD: at a glance
What is nmfspalette?
A NOAA Fisheries colour palette that ships when the branding guide changes
nmfspalette supplies the NOAA Fisheries colour palette as an R package, for figures that have to follow agency branding. Its five releases track the branding guide rather than any software need: a first version in 2020, a breaking switch to CSS-compatible colour names in 2021, an update to the 2022 branding colours applied in July 2023, and a 2024 release whose stated purpose is to mint a DOI. There is no functionality here beyond supplying colours.
What is polyRAD?
Polyploid genotype calling went quiet for three years, then returned with a bug-fix tag.
polyRAD calls genotypes from RAD sequencing data in polyploid and diploid populations using Bayesian estimation. Its capability surface has been settled since 2.0 in late 2022, which added support for ploidy that varies among individuals. The March 2026 release is a CRAN bug-fix sync after a three-and-a-half-year gap, with the substance deferred to NEWS.
nmfspalette vs polyRAD: editorial side-by-side
nmfspalette
0.0INFRA · APIS
A NOAA Fisheries colour palette that ships when the branding guide changes
◆ Current state
nmfspalette supplies the NOAA Fisheries colour palette as an R package, for figures that have to follow agency branding. Its five releases track the branding guide rather than any software need: a first version in 2020, a breaking switch to CSS-compatible colour names in 2021, an update to the 2022 branding colours applied in July 2023, and a 2024 release whose stated purpose is to mint a DOI. There is no functionality here beyond supplying colours.
◆ Where it's heading
This is a package whose release schedule is set outside the project — it changes when NOAA publishes new branding, and the 2022 guide took until 2023 to land here. The one release with real user impact was the 2021 breaking change, which replaced the branding guide's colour names with CSS-compatible ones and would have broken any code naming a colour directly. The DOI release indicates the maintainer expects it to be cited in publications, which is the natural end state for an agency-standard palette.
◆ Prediction
Expect the next release when NOAA Fisheries revises its branding guide again; on the 2022-to-2023 precedent, it will follow the guide by several months.
polyRAD
0.0INFRA · APIS
Polyploid genotype calling went quiet for three years, then returned with a bug-fix tag.
◆ Current state
polyRAD calls genotypes from RAD sequencing data in polyploid and diploid populations using Bayesian estimation. Its capability surface has been settled since 2.0 in late 2022, which added support for ploidy that varies among individuals. The March 2026 release is a CRAN bug-fix sync after a three-and-a-half-year gap, with the substance deferred to NEWS.
◆ Where it's heading
The releases between 1.0 and 2.0 followed a consistent pattern: add export paths to other tools in the polyploid genetics stack, add simulation controls, fix what CRAN checks caught. That expansion stopped at 2.0, and 2.0.1 does not resume it. The package reads as complete and maintained rather than under development.
◆ Prediction
Continued low-frequency patch releases keeping the package on CRAN as R and its dependencies move. The release notes give no sign of a 2.1 feature line.
Alternatives to nmfspalette and polyRAD
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 nmfspalette or polyRAD.
Okta
Okta's developer blog is a Cross App Access campaign, now diluted by advocacy-team storytelling.
tealeaves
A leaf-temperature model that finished its job in 2020 and has stayed finished
Infisical
A credential platform assembled two or three pull requests at a time, never a headline
SigNoz
Search without knowing the field — SigNoz keeps lowering the cost of not knowing your schema
onemap
A genetic-mapping mainstay that now points new users toward MAPpoly at load time
See all nmfspalette alternatives → · See all polyRAD alternatives →
Recent activity from nmfspalette and polyRAD
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 4mo agopolyRADBug-fix sync with CRAN after a three-year gap
- 2y agonmfspaletteMinor updates and DOI
- 2y agonmfspaletteUpdate to new 2022 colors
- 3y agopolyRADMultiploidy support arrives and breaks saved RADdata objects ⚡
- 4y agopolyRADContamination and error-rate simulation controls added
- 4y agopolyRADMapping-population simulation and DArTag import added
- 5y agonmfspaletteRelease with CSS compatible names
- 5y agopolyRADGWASpoly export gains continuous genotypes; adegenet export added
- 5y agopolyRADpolyRAD v1.3
- 5y agonmfspaletteRelease update to work with r-cmd-check
- 5y agonmfspaletteThe first release of nmfspalette
Frequently asked questions
What is the difference between nmfspalette and polyRAD?
They serve adjacent needs but don't currently overlap on shipped themes. nmfspalette and polyRAD 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 nmfspalette better than polyRAD?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. nmfspalette and polyRAD 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 nmfspalette?
Top nmfspalette alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "nmfspalette alternatives" section above for the current picks, or visit /alternatives/nmfspalette for the full list with editorial commentary on each.
What are the best alternatives to polyRAD?
Top polyRAD alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "polyRAD alternatives" section above for the current picks, or visit /alternatives/polyrad for the full list with editorial commentary on each.