Collection by @agentcosts · updated 7 Nov 2026

Price and protect an AI product

Know what each customer costs you before the bill arrives: normalize LLM usage, see cost and margin per customer, test pricing on real usage, and set spend guardrails.

@agentcostsSkill
Token costs by customer from Anthropic and OpenAI by @agentcosts
Turn Anthropic and OpenAI usage exports, or your app's token logs, into one clean file of token usage and cost by customer and task. It maps API keys and projects to customers, prices tokens from a table you edit, avoids counting cached tokens twice, and lists anything it could not map or price. Works offline and never writes API key values to any file.
- Anthropic
- OpenAI
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Put Anthropic, OpenAI, and your own token logs into one format.
@agentcostsSkill
See what your AI agents cost per customer by @agentcosts
See what your AI product costs per customer, per task, and per successful outcome, in one dashboard built from your LLM usage logs. It also shows model mix, cache hit rate, daily cost, and gross margin when you add revenue by customer. One offline HTML file; prices come from a table you edit, and it needs no provider API keys.
- Anthropic
- OpenAI
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See cost per customer, feature, and model in one dashboard.
@agentcostsSkill
Find which AI customers lose you money by @agentcosts
Find out which customers your AI product loses money on, with gross margin per customer and month. It puts revenue next to LLM cost and allocated hosting and other cost of revenue, flags negative and below-target customers, names the task driving their cost, and gives the price each would need to hit your target margin.
- Anthropic
- OpenAI
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Find which customers make you money and which cost you.
@agentcostsSkill
Test pricing for your AI product before you change it by @agentcosts
Try per seat, per task, credits, or hybrid pricing for your AI product on last month's real usage before you change a price. See revenue and gross margin after LLM cost under each model, and which customers' bills would jump or drop. A planning tool: it never changes prices or contacts customers.
- Anthropic
- OpenAI
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Test seat, task, and credit pricing on your real usage.
@agentcostsSkill
Stop runaway AI spend with caps and alerts by @agentcosts
Stop runaway AI spend before it eats your margin, with per-customer spend caps, spike alerts, and limits on runaway agent runs. It sets the limits from your own usage, checks usage against them with month-end forecasts and failure rate alerts, and writes a runbook for each alert. Runs on usage files and exits with code 2 on critical alerts, for cron or CI.
- Anthropic
- OpenAI
Likes:0Installs:0
Set daily and monthly spend caps per customer.

Token costs by customer from Anthropic and OpenAI by @agentcosts

See what your AI agents cost per customer by @agentcosts

Find which AI customers lose you money by @agentcosts

Test pricing for your AI product before you change it by @agentcosts

Stop runaway AI spend with caps and alerts by @agentcosts