Stop overpaying for AI.
Describe the workload. Price Gouge returns the low-cost route, the expensive trap, and the provider shortlist worth testing.
What you get
Route
A plain recommendation for API, batch, subscription, hybrid, or GPU-hosted lanes.
Trap
The expensive default to avoid before it becomes the monthly bill.
Evidence
A provider shortlist tied back to published provider prices.
How Price Gouge decides
AI helps read the request, but deterministic formulas set the bill from published provider prices, workload assumptions, and repeatable cost math. Rules still return a plan if the AI layer is unavailable.
Check provider pricesUnderstand the workload
AI can classify the workload and extract assumptions. It never sets the prices.
Price from sources
Costs come from public provider prices, observed dates, workload assumptions, cache, storage, egress, and GPU math.
Route the work
Routine inference goes to cheaper lanes. Frontier models stay for planning, reviews, research, and hard judgment calls.
Explore the library
Guides, examples, and product pages for real buying decisions.
Start with the calculator, then use the library for source-backed references, implementation patterns, and quote review material.