Head-to-head comparisons
Each comparison ends in a verdict by team profile, not a feature table that shrugs. Written against the primary documentation of both sides, cited in each page's ledger.
Meridian vs RobynThe two big free frameworks: Bayesian geo-first vs ridge plus evolutionary search.Robyn vs PyMC-MarketingRidge speed vs full Bayesian control; the open-source trade-off stated plainly.Meridian vs PyMC-MarketingGoogle's opinionated framework vs the community library; guardrails vs control.Recast vs SellforteTwo managed challengers on approach, refresh cadence, and pricing transparency.Open-source vs managedThe category decision that feeds the build-vs-buy calculator.