Utilization
How much of every plan you actually consumed against what you paid for — per window, per account. “I probably overpay” becomes a number.
for people who pay for two or more AI plans
Your subscription bills you for a month of capacity. Your quota resets every few hours, and whatever you didn’t spend in that window is simply gone — it does not roll over, and nothing tells you how much left.
Illustrative shape, not your data — the whole point of this page is to find out what yours looks like.
is this you?
You pay for two or more AI subscriptions and suspect you’re under-using at least one.
Your agent runs the expensive model for work a cheaper one would have finished.
A run says “done,” you believe it, and later find nothing actually shipped.
Your quota resets every few hours and you have no idea how much burned empty.
what it would do
How much of every plan you actually consumed against what you paid for — per window, per account. “I probably overpay” becomes a number.
A provider will never route you below its own tier. whipstack picks the cheapest model or account that can do the task — the part they won’t do for you.
Checks an agent’s “done” against reality — did the file change, did the test pass — instead of taking its word for it.
as of 2026-08-11
Of reaped agent tasks on our own reference instance, the share whose “done” a verifier contradicted. One real number from one real run — not a user aggregate, not a projection, and not a savings figure computed against a denominator we made up.
Source: cc_budget/accountability.py theater_rate()
the ask
I’m not selling anything. I’m checking whether this problem is real for enough people to be worth building. Tell me which AI plans you pay for and the one thing about your AI spend that annoys you most. That’s it — no pitch back, no list. A reply only if I build the thing that fixes your gap.
On packaging, plainly: whipstack on PyPI is a reserved name at
version 0.0.1 with no functional code. Installing it today gets you nothing.
It’ll be worth typing the day there’s something behind it.