Estimate recoverable spend across the AI tools you already use
Add product model spend and employee AI subscriptions, then adjust each recovery assumption to match your own evidence. The estimate keeps product and employee savings separate and accounts for self-serve TrAIce pricing.
This is not a replacement calculator. TrAIce does not ask you to drop your AI tools. It analyzes the AI spend you instrument, collect, or import and identifies potential waste such as uncached prompts, retries and loops, and idle seats. The figures below are estimates from your inputs and adjustable assumptions. Real savings depend on your coverage and the actions you take.
What you spend building AI
Build sideModel and API spend inside your product. Model potential recovery from prompt caching, cost-validated model swaps, and waste reduction.
What your team spends using AI
Buy sidePaid AI tool seats across the org. Model possible savings from reclaiming idle seats and reducing overlapping tool subscriptions.
Your assumptions
All estimatesDefaults are adjustable planning assumptions, not observed results for your team. Slide each rate to match your own evidence.
Uncached prompts are re-billed at full price. Cached reads cost up to 90% less.
Route eligible traffic to a cheaper model only when quality holds at 90% or better.
Retry cascades, runaway loops, duplicate calls, token abuse, and verbose output.
Paid AI seats with near-zero usage in the period, flagged so you can reclaim them.
Planning assumption for reducing tools that serve the same people and job.
That is $3,810.5/mo after the recommended base plan fee, before optional seat add-ons.
≈ 39x the TrAIce feeRecommended base plan chosen from total tracked spend. Estimate only; optional seat add-ons are not included.