AI Feature Cost + Latency Model
Model the unit economics of an AI feature — tokens, latency, throughput, and the break-even price per request.
Excel or Google SheetsAPI documentation for pricing
About this project
AI features have real costs per request. Senior AI PMs are paid to model these — token consumption per workflow, model choice trade-offs, caching strategies, and the pricing decisions that make the unit economics work. Pick a real (or hypothetical) AI feature and build the full cost model. Stress-test with traffic scenarios.
Why build this in 2026?
AI cost runaways have made unit-economics modeling a board-level concern. AI PMs who can do this are scarce.
What you'll ship
- Cost model spreadsheet
Sensitivity analysis (3 traffic scenarios)
Pricing recommendation memo
Documented assumptions and their sources
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Skills you'll practice
ab testingproduct managementroadmapping