Theme · updated weekly

Bayesian Inference in Analytics — SaaS tools & trends 2026

9 products Sparkpulse tracks are shipping around bayesian inference in Analytics. The highest-velocity bayesian inference products right now are tulpa, tulpaObs and serofoi (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. Their velocity scores span 0.0 to 7.5 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.

Scoped to Analytics. View bayesian inference across all sectors →

Products shipping around bayesian inference

#01tulpaThe 0.0.x train stops at CRAN: tulpa's engine ships to the ecosystem it already anchors.7.5alternatives →

#02tulpaObsAn occupancy-modeling package that just deleted its own duplicate vocabulary for diagnostics.6.3alternatives →

#03serofoiserofoi grew a serosurvey simulator alongside the force-of-infection models it was built to fit.0.0alternatives →

#04EvoPhyloEvoPhylo added BEAST2 alongside MrBayes, then went quiet for two years.0.0alternatives →

#05mcmcensembleAn ensemble sampler just admitted its walkers were barely talking to each other.0.0alternatives →

#06SimInfSimInf 10.0 turns an epidemic simulator into a tool that fits models to real time series0.0alternatives →

#07mrbayesmrbayes spent 2026 auditing its own Bayesian MR estimators for coding errors.0.0alternatives →

#08cmdstanrcmdstanr keeps adding fast approximations beside full HMC, and fighting Windows toolchains.0.0alternatives →

#09tulpaRatioA Bayesian ratio-modelling package that threw out its Stan dependency and wrote its own sampler0.0alternatives →

Frequently asked questions about bayesian inference

Which SaaS tools ship bayesian inference in Analytics in 2026?

tulpa, tulpaObs, serofoi, EvoPhylo, mcmcensemble, and 4 more — the bayesian inference products Sparkpulse tracks in Analytics, ranked by shipping velocity from verified changelogs.

Which bayesian inference product has the highest shipping velocity?

tulpa, with the top velocity score (7.5/10) in Analytics — Sparkpulse's velocity score is derived from verified release data.

How many products are shipping around bayesian inference?

Sparkpulse currently tracks 9 products carrying the bayesian inference theme in Analytics, updated continuously from verified release data.