Most companies waste 26-41% of their AI spend on overpriced models, sync calls that should be batch, and prompts that bust the provider cache. Paste your monthly bill below — see your per-feature breakdown + how much CARTIE's Smart Engines would save in 10 seconds.
Your LLM bill
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Engine modeling · 171 patterns + 2 real bills
Across 171 modeled cost-leak patterns and 2 real customer bills so far, our engine sees 29.5% average AI-spend waste — and 38.3% one-click recoverable.
Public, anonymized corpus from every calculator submission. We never store your email or company name. Use the calculator above to contribute.
Average waste by use-case
rag
28%
n=49
chat
32%
n=38
agent
41%
n=22
completion
26%
n=19
embedding
19%
n=14
mixed
31%
n=31
Average waste by bill size
<$1K
24%
n=12
$1K-$5K
29%
n=38
$5K-$10K
32%
n=41
$10K-$50K
34.7%
n=54
$50K-$200K
38%
n=28
$200K+
31%
n=11
Aggregated and anonymized. We never store the customer's email, IP, or company name — only the use-case + bill band + waste %. Use the Calculator above to contribute.
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