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Pricing & Monetization

Startup Stories

AI API Billing: Token-Based Pricing for LLM Products

AI

AI API Billing: Token-Based Pricing for LLM Products

Anh-Tho Chuong•Jul 24•6 min read

Agent SDK: bill the dollar cost of LLM calls, margin built in

AI

Agent SDK: bill the dollar cost of LLM calls, margin built in

Anh-Tho Chuong•Jul 21•1 min read

We killed our motion design job

AI

We killed our motion design job

Anh-Tho Chuong•Jul 21•5 min read

Removing humans from the loop has become a status symbol.

Engineering

Removing humans from the loop has become a status symbol.

Raffi Sarkissian•Jul 20•4 min read

The AI margin cliff

AI

The AI margin cliff

Anh-Tho Chuong•Jun 19•4 min read

7 AI Pricing Models: What Works, What Breaks

AI

7 AI Pricing Models: What Works, What Breaks

Anh-Tho Chuong•Jun 1•10 min read

AI Billing: The Complete Guide

AI

AI Billing: The Complete Guide

Anh-Tho Chuong•Jun 1•16 min read

AI Billing is (mostly) token plumbing

Product

AI Billing is (mostly) token plumbing

Raffi Sarkissian•May 26•5 min read

Anthropic took the unfair bullet for ending finger-based pricing

AI

Anthropic took the unfair bullet for ending finger-based pricing

Anh-Tho Chuong•May 26•6 min read

Dunning, Prepayment, and Spend Caps: How to Stop Unpaid AI Bills

AI

Dunning, Prepayment, and Spend Caps: How to Stop Unpaid AI Bills

Anh-Tho Chuong•May 1•3 min read

Payment Orchestration: Multi-PSP Routing and Failover

AI

Payment Orchestration: Multi-PSP Routing and Failover

Anh-Tho Chuong•Mar 17•7 min read

Most Common Mistakes in AI Pricing (and How to Avoid Them)

AI

Most Common Mistakes in AI Pricing (and How to Avoid Them)

Anh-Tho Chuong•Jan 26•3 min read

AI Agent Monetization: 5 Pricing Models That Work in 2026

AI

AI Agent Monetization: 5 Pricing Models That Work in 2026

Anh-Tho Chuong•Jan 5•4 min read

The best billing solutions for AI products and services

AI

The best billing solutions for AI products and services

Anh-Tho Chuong•Sep 30, 2025•4 min read

7 Usage-Based Pricing Tactics: What Snowflake, AWS, and Twilio Actually Do

AI

7 Usage-Based Pricing Tactics: What Snowflake, AWS, and Twilio Actually Do

Anh-Tho Chuong•Jun 2, 2025•5 min read

6 AI SaaS Pricing Models That Actually Work

AI

6 AI SaaS Pricing Models That Actually Work

Anh-Tho Chuong•May 19, 2025•4 min read

AI Billing That Works: Smart Solutions for Complex Revenue Models

AI

AI Billing That Works: Smart Solutions for Complex Revenue Models

Anh-Tho Chuong•May 2, 2025•5 min read

OpenAI shouldn’t do credits in ChatGPT

AI

OpenAI shouldn’t do credits in ChatGPT

Anh-Tho Chuong•Mar 13, 2025•4 min read

Why DeepSeek had to be open-source

AI

Why DeepSeek had to be open-source

Anh-Tho Chuong•Jan 28, 2025•4 min read

Monetize your AI product faster with Lago billing engine

AI

Monetize your AI product faster with Lago billing engine

Anh-Tho Chuong•Oct 9, 2024•5 min read

Pricing AI: A Unit-Based Problem?

AI

Pricing AI: A Unit-Based Problem?

Anh-Tho Chuong•Jul 15, 2024•9 min read

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