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Comparison · Infra & APIs
cofad vs nmfspalette
A side-by-side editorial comparison of cofad and nmfspalette — release velocity, themes, recent moves, and the top alternatives to consider.
cofad vs nmfspalette: at a glance
What is cofad?
Contrast analysis with a Shiny front end, shipping about one release a year
cofad performs contrast analyses for factorial designs in both between- and within-subject forms, and ships a Shiny GUI alongside the R interface. The 0.3.0 release in 2024 was the substantial one: a helper for calculating differences between two sets of lambdas for competing contrast analysis, improved summary output, removal of the plyr dependency, a rebuilt Shiny interface using standard elements after the sortable drag-and-drop proved unstable, and a change of maintainer to Johannes Titz. The most recent release is a one-line patch fixing degrees of freedom in the t-test table.
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.
cofad vs nmfspalette: editorial side-by-side
cofad
0.0INFRA · APIS
Contrast analysis with a Shiny front end, shipping about one release a year
◆ Current state
cofad performs contrast analyses for factorial designs in both between- and within-subject forms, and ships a Shiny GUI alongside the R interface. The 0.3.0 release in 2024 was the substantial one: a helper for calculating differences between two sets of lambdas for competing contrast analysis, improved summary output, removal of the plyr dependency, a rebuilt Shiny interface using standard elements after the sortable drag-and-drop proved unstable, and a change of maintainer to Johannes Titz. The most recent release is a one-line patch fixing degrees of freedom in the t-test table.
◆ Where it's heading
Development is slow and correctness-led. The record runs from a JOSS publication in 2021 through a near three-year gap to a release that both extended the method and repaired the GUI, then a degrees-of-freedom fix. Maintainer and author order changed in 0.3.0, which typically marks a handover rather than a burst of new work, and the cadence since is consistent with that.
◆ Prediction
Expect low-frequency correctness releases; the competing contrast analysis helper added in 0.3.0 is the most likely thing to be extended if anything is.
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.
Alternatives to cofad and nmfspalette
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 cofad or nmfspalette.
Cursor
Cursor's agents stop waiting to be asked - they subscribe, and they hold a goal until it's done.
incident.io
Nexus does the diagnosis; the agent is now reaching into the status page too.
Warp
Warp turned its quarter of software-factory essays into infrastructure you can buy.
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
See all cofad alternatives → · See all nmfspalette alternatives →
Recent activity from cofad and nmfspalette
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 1y agocofadDegrees of freedom corrected in the t-test table
- 2y agonmfspaletteMinor updates and DOI
- 2y agocofadCompeting contrast helper, rebuilt Shiny GUI, maintainer change
- 2y agonmfspaletteUpdate to new 2022 colors
- 4y agocofadDocumentation and references for JOSS publication
- 4y agocofadShiny GUI added; aggregated-data function and 0-variance fix
- 5y agonmfspaletteRelease with CSS compatible names
- 5y agonmfspaletteRelease update to work with r-cmd-check
- 5y agonmfspaletteThe first release of nmfspalette
Frequently asked questions
What is the difference between cofad and nmfspalette?
They serve adjacent needs but don't currently overlap on shipped themes. cofad and nmfspalette 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 cofad better than nmfspalette?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. cofad and nmfspalette 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 cofad?
Top cofad alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "cofad alternatives" section above for the current picks, or visit /alternatives/cofad for the full list with editorial commentary on each.
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.