Compare two prompts or models on cost divided by successful outcomes, including retries and rework, so you stop chasing cheap calls that quietly fail and get redone.
Measure Cost-Per-Success, Not Cost-Per-Call
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More in Measurement & Budgeting
๐Measurement & Budgeting
10-30% on prompts you would have sent bloated
Count Tokens Before You Hit Send, Not After the Bill Arrives
Measure a prompt's token count before sending it, so you catch oversized context while trimming it is still free.
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Prevents runaway-loop and leaked-key blowups; bounds worst-case spend rather than reducing normal usage
Set Hard Spend Caps in the Provider Console
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Log input_tokens and output_tokens on Every Call to Find Your Real Waste
Persist the usage object from every API response with a feature tag, so you can see exactly which feature and which token type is draining your budget.