Revenue, costs & margins in one overview. The unit economics every AI startup needs to scale with confidence.

Any pricing model.
Ships in an afternoon.
Polar breaks down LLM spend customer by customer, so you catch the ones bleeding your margins before they bleed your runway.
Customer
Revenue
LLM cost
Gross margin
Jane Doe
Enterprise · 4.1M tokens
$4,200
$294
+93%
John Doe
Growth · 3.3M tokens
$1,800
$234
+87%
Emily Carter
Growth · 2.6M tokens
$920
$184
+80%
Michael Chen
Hobby · 5.5M tokens
$480
$389
+19%
Sarah Müller
Hobby · 8.7M tokens
$90
$612
-580%
Usage goes in, settled revenue goes out to your bank account. In between, Polar handles billing, invoicing, metrics, tax, payments & fraud as your merchant of record.
01.
Customer invoiced automatically
Usage rolls straight into invoices and charges, with no manual billing runs.
Learn more
02.
LLM Usage Breakdown
03.
Margins, Profits & Cashflow Metrics
04.
Cost Anomalies & Insights
05.
Tax Collection & Remittance
06.
Payment Processing
07.
Refunds & Chargebacks
08.
Risk Analysis & Fraud

John Doe
Consumed 23,820 tokens
Polar
Customer invoiced automatically
LLM Usage Breakdown
Margins, Profits & Cashflow Metrics
Cost Anomalies & Insights
Tax Collection & Remittance
Payment Processing
Refunds & Chargebacks
Risk Analysis & Fraud
Merchant Payout
Acme Inc
$9,311
SEB **** 9128
Event-based usage billing. Checkouts that convert. Realtime metrics. Worldwide tax handled.
Polar is the financial layer for a new generation of intelligent software.
From token-metered APIs to autonomous agents and GPU workloads. Polar fits how modern AI products actually charge.
Wrap any model from the Vercel AI SDK with the Polar LLMStrategy. Token usage is metered and billed automatically on every call.
import { Ingestion } from '@polar-sh/ingestion'
import { LLMStrategy } from '@polar-sh/ingestion/strategies/LLM'
import { generateText } from 'ai'
import { openai } from '@ai-sdk/openai'
const llm = Ingestion({ accessToken: process.env.POLAR_ACCESS_TOKEN })
.strategy(new LLMStrategy(openai('gpt-4o')))
.ingest('openai-usage')
const { text } = await generateText({
model: llm.client({ customerId: user.id }),
prompt,
})
The speed at which Polar is executing on the financial infrastructure primitives the new world needs is very impressive.

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I switched to Polar a few weeks back. Best decision ever.
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Features
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Features
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