← All Demos

GenAI Pricing Lab

robert@barcik.training

You want to price your AI product by outcome, not per user. First understand what it costs to deliver, choose your delivery method, then build outcome-based pricing tiers with real sales arguments.

Your AI Product Cost Landscape Outcome Pricing Sales Messaging
Select a Product Scenario

Choose a product scenario to explore pricing strategies. Each pre-fills realistic defaults for volume, complexity, and tokens per task.

Legal

Contract Review Tool

50 users, ~200 docs/day, ~3,000 tokens/doc. Reviews contracts for risks, obligations, and key clauses.
Retail

Customer Support Bot

5,000 conversations/day, ~800 tokens/conversation. Handles order status, returns, product questions.
Technology

Internal Code Assistant

30 devs, ~500 completions/dev/day, ~1,500 tokens/completion. Code suggestions, docs, debugging help.
Logistics

Document Processing Agent

2,000 docs/day, ~2,000 tokens/doc. Extracts data from invoices, BOLs, customs forms.
Three Delivery Options — Click to Select Your Approach

Vendor API

Claude / GPT (frontier)
$1$15$60
QualityFrontier
Setup1 day
ScalabilityInstant
Per task-
Monthly Cost
-
▶ Click to select

Self-Hosted Cloud GPU

70B-class open-weight model (e.g. Llama 4)
$500$3,000$10K
QualityHigh
Setup2-4 weeks
ScalabilityManual
Per task-
Monthly Cost
-
▶ Click to select

Tiny Local Model

Small open-weight model (7–8B, local)
$100$500$2K
QualityGood enough
Setup1-2 weeks
ScalabilityLimited
Per task-
Monthly Cost
-
▶ Click to select
Vendors charge per token. A typical business document uses ~2,000 tokens. At $15/million tokens, processing one document costs about $0.03. Self-hosted costs are fixed monthly regardless of volume — they get cheaper per task as volume increases.
Recommended Pricing Tiers — Per Outcome
ChatGPT Tax Visual

How your Starter price compares to the $20/mo ChatGPT Plus subscription that everyone knows.

$20 ChatGPT+
$0
Pitch Per Tier

Pre-built sales arguments tailored to your product scenario. Use these as starting points for client conversations.

ROI Talking Points

Ready-to-use value propositions backed by your scenario's numbers.

Copied to clipboard!
AI transparency

This demo is a scripted, self-contained browser simulation. Nothing you type is sent to an AI model and no live AI system runs behind it, even where it plays one. Its code and copy were built with generative AI (Anthropic’s Claude) and reviewed by Robert Barcik, who is responsible for what is published (LearningDoe s.r.o.). Disclosed in the spirit of Article 50 of the EU AI Act.