Theme · updated weekly

Model Diagnostics in Analytics — SaaS tools & trends 2026

4 products Sparkpulse tracks are shipping around model diagnostics in Analytics. The highest-velocity model diagnostics products right now are performance, see and ss3diags (ranked by Sparkpulse's velocity score). The theme runs across 2 sectors, so the momentum you see here is drawn from products competing in different corners of the market. 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.

Scoped to Analytics. View model diagnostics across all sectors →

Products shipping around model diagnostics

#01performanceperformance keeps adding ways to check a model you have already fitted.0.0alternatives →

#02seesee grows wherever easystats adds a diagnostic, one plot method at a time.0.0alternatives →

#03ss3diagsA fisheries diagnostics package that lives and dies by one upstream dependency.0.0alternatives →

#04gratiaThe tidy front-end for GAMs, now stable enough that upstream ggplot2 sets its release calendar.0.0alternatives →

Frequently asked questions about model diagnostics

Which SaaS tools ship model diagnostics in Analytics in 2026?

performance, see, ss3diags, gratia — the model diagnostics products Sparkpulse tracks in Analytics, ranked by shipping velocity from verified changelogs.

Which model diagnostics product has the highest shipping velocity?

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

How many products are shipping around model diagnostics?

Sparkpulse currently tracks 4 products carrying the model diagnostics theme in Analytics, updated continuously from verified release data.