Per-Seat AI Pricing Calculator

Check per-seat margin for an AI SaaS product.

Quick answer

With the default inputs, $2,970.75/month gross profit — $0.2925 AI cost per seat vs $30.00 price. Enter your own numbers below to recompute instantly; the full step-by-step math is shown under the worked example.

Model

Seats

Price per seat / month($)

Requests per seat / month

Results update automatically as you type.

Result

$2,970.75/month gross profit

$0.2925 AI cost per seat vs $30.00 price

AI cost / seat: $0.2925
Price / seat: $30.00
Margin / seat: $29.71
Total revenue: $3,000.00
Total AI cost: $29.25
Gross profit: $2,970.75

Pricing your AI product per seat? Enter seats, price and typical usage to see AI cost per seat, per-seat margin and total gross profit.

How this is calculated

AI cost per seat = requests per seat per month × (input tokens × input price + output tokens × output price). Margin per seat = price per seat − AI cost per seat. Total gross profit = margin per seat × seats. The model shows whether your flat per-seat price survives realistic per-seat usage.

Is this a good result? What to do next

Per-seat pricing works when usage per seat is predictable and AI cost is a small, stable fraction of the seat price. The danger is variance: a flat price means a few power users can consume many times the average and turn a healthy blended margin negative. Aim for AI cost well under a third of the seat price at expected usage, with caps for the tail.

Typical planning ranges

Healthy AI cost as share of seat price: < ~30% at expected usage
Assume for planning: median usage + a heavy-user buffer
SaaS gross-margin target: ~70–80%+

Ranges are typical planning figures to sanity-check your result, not authoritative benchmarks. Your numbers will vary with use case, volume, and vendor.

How to improve this number

Add fair-use caps, usage tiers or overage pricing for heavy seats.
Use a cheaper model for routine requests; escalate selectively.
Raise the seat price or reduce tokens per request (prompt/output trimming).

Common mistakes

Pricing off average usage and getting burned by the heavy-user tail.
Ignoring free trials and inactive seats that still incur some cost.
Forgetting non-AI cost (support, infra) when reading the margin.

When to use a different approach

For usage-based rather than seat-based products, use the AI cost per user or gross margin per request calculators. To set a resale markup, use the AI API markup calculator.