Theme · updated weekly

Reference Data — SaaS tools & trends 2026

6 products Sparkpulse tracks are shipping around reference data. The highest-velocity reference data products right now are posteriordb, mmconvert and naijR (ranked by Sparkpulse's velocity score). Tracked products here hold a velocity score of 0.0 out of 10. Below: every tracked product carrying this theme, updated from release data. Everything on this page is regenerated from verified release data, so the ranking reflects the latest changelogs rather than a static list.

Products shipping around reference data

#01posteriordbA reference posterior database that hit 1.0 with a paper, and is now graded on the statistics it ships.0.0alternatives →

#02mmconvertA single-purpose mouse map interpolator that solved its problem in 2023 and has coasted since0.0alternatives →

#03naijRnaijR is assembling the Nigerian reference data R analysts otherwise hand-code every time.0.0alternatives →

#04glydbglydb is pulling GlyGen's structure database onto the user's own disk.0.0alternatives →

#05nswgeoNSW boundary data for R, refreshed as the official sources move0.0alternatives →

#06grexgrex is a lookup table with a version number — it ships when the annotation moves.0.0alternatives →

Frequently asked questions about reference data

Which SaaS tools ship reference data in 2026?

posteriordb, mmconvert, naijR, glydb, nswgeo, and 1 more — the reference data products Sparkpulse tracks, ranked by shipping velocity from verified changelogs.

Which reference data product has the highest shipping velocity?

posteriordb, with the top velocity score (0.0/10) — Sparkpulse's velocity score is derived from verified release data.

How many products are shipping around reference data?

Sparkpulse currently tracks 6 products carrying the reference data theme, updated continuously from verified release data.