Theme · updated weekly

Competing Risks — SaaS tools & trends 2026

3 products Sparkpulse tracks are shipping around competing risks. The highest-velocity competing risks products right now are ggsurvfit, mlr3cmprsk and tidycmprsk (ranked by Sparkpulse's velocity score). Their velocity scores span 0.0 to 2.5 out of 10, a spread that shows how unevenly shipping cadence is distributed across the field. 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 competing risks

#02mlr3cmprskCompeting risks arrive in mlr3, going from a non-parametric baseline to Fine-Gray regression in seven weeks.0.0alternatives →

Frequently asked questions about competing risks

Which SaaS tools ship competing risks in 2026?

ggsurvfit, mlr3cmprsk, tidycmprsk — the competing risks products Sparkpulse tracks, ranked by shipping velocity from verified changelogs.

Which competing risks product has the highest shipping velocity?

ggsurvfit, with the top velocity score (2.5/10) — Sparkpulse's velocity score is derived from verified release data.

How many products are shipping around competing risks?

Sparkpulse currently tracks 3 products carrying the competing risks theme, updated continuously from verified release data.