Theme · updated weekly

Bayesian Inference — SaaS tools & trends 2026

11 products Sparkpulse tracks are shipping around bayesian inference. The highest-velocity bayesian inference products right now are tulpa, tulpaObs and eratosthenes (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.

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 →

#03eratostheneseratosthenes spends 0.1.0 hardening inputs rather than adding chronology methods.2.5alternatives →

#04serofoiserofoi grew a serosurvey simulator alongside the force-of-infection models it was built to fit.0.0alternatives →

#05EvoPhyloEvoPhylo added BEAST2 alongside MrBayes, then went quiet for two years.0.0alternatives →

#06mcmcensembleAn ensemble sampler just admitted its walkers were barely talking to each other.0.0alternatives →

#07rgmA microbiome network model that got itself un-archived by deleting the dependency that killed it.0.0alternatives →

#08SimInfSimInf 10.0 turns an epidemic simulator into a tool that fits models to real time series0.0alternatives →

#09mrbayesmrbayes spent 2026 auditing its own Bayesian MR estimators for coding errors.0.0alternatives →

#10cmdstanrcmdstanr keeps adding fast approximations beside full HMC, and fighting Windows toolchains.0.0alternatives →

#11tulpaRatioA 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 2026?

tulpa, tulpaObs, eratosthenes, serofoi, EvoPhylo, and 6 more — the bayesian inference products Sparkpulse tracks, 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) — Sparkpulse's velocity score is derived from verified release data.

How many products are shipping around bayesian inference?

Sparkpulse currently tracks 11 products carrying the bayesian inference theme, updated continuously from verified release data.