Model Switch Experiments
Freemium to Paid Conversion Experiments in PLG SaaS Products
Most PLG teams optimize for the wrong conversion metric before running any experiments.
Priya Subramaniam
· 13 min read
Monetization Trials — Page 4
Model Switch Experiments
Per-Token Pricing Tests for Generative AI Products
Dramatic cost shifts and model efficiency traps reshape how AI products should price their usage.
Desmond Achterberg12 min read
Model Switch Experiments
Hybrid Pricing Adoption in Infrastructure SaaS Companies
Infrastructure SaaS companies are adopting hybrid pricing as standard.
Priya Subramaniam12 min read
Model Switch Experiments
Flat Rate to Credit-Based Pricing Conversion in an AI API Product
The credit unit's design shape matters far more than the metering tooling you pick first.
Priya Subramaniam15 min read
Model Switch Experiments
Seat to Usage Pricing Transition at a B2B SaaS Company
AI workloads shatter per-seat pricing, forcing SaaS companies to measure usage instead.
Desmond Achterberg12 min read
Features
Credit-Based Trial Experiments and Paid Conversion Outcomes in AI Products
How credit allocation shapes trial-to-paid conversion in AI products.
Marcus Treviño11 min read
