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‘Brought to You in 5-Hour Increments’: A Week of Moving AI Usage Limits

‘Brought to You in 5-Hour Increments’: A Week of Moving AI Usage Limits

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7 min read
Your customer count is the easy half. The support hours next to it decide your price floor.

Your customer count is the easy half. The support hours next to it decide your price floor.

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3 min read
Dynamic Pricing Without Creating a Pricing Incident

Dynamic Pricing Without Creating a Pricing Incident

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4 min read
GLM 5.3 API Cost: Always Thinking, 2.5x Cheaper per Answer Than 5.2

GLM 5.3 API Cost: Always Thinking, 2.5x Cheaper per Answer Than 5.2

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10 min read
Dynamic Pricing Rules That Do Not Accidentally Burn Your Margins

Dynamic Pricing Rules That Do Not Accidentally Burn Your Margins

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4 min read
DeepSeek V4.1 Flash API Cost: Matches V4 Pro at 3-6x Less per Answer

DeepSeek V4.1 Flash API Cost: Matches V4 Pro at 3-6x Less per Answer

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12 min read
Dynamic Pricing Is a Data Freshness Problem Before It Is a Model Problem

Dynamic Pricing Is a Data Freshness Problem Before It Is a Model Problem

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4 min read
Your LLM cost estimate is wrong above 200,000 tokens

Your LLM cost estimate is wrong above 200,000 tokens

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2 min read
How to Price Web Design Projects: A Practical Guide for Freelancers

How to Price Web Design Projects: A Practical Guide for Freelancers

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3 min read
The 28% Cost Bug: How a Single Character Broke Claude 3 Haiku Cache Pricing

The 28% Cost Bug: How a Single Character Broke Claude 3 Haiku Cache Pricing

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2 min read
‘I Just Feel Ripped Off’: A Week of Users Asking What They Pay For

‘I Just Feel Ripped Off’: A Week of Users Asking What They Pay For

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7 min read
Competitor pricing data is only useful if you model its failure modes

Competitor pricing data is only useful if you model its failure modes

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4 min read
Hosting Renewal Prices: Which of 50 Hosts Actually Publish One

Hosting Renewal Prices: Which of 50 Hosts Actually Publish One

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10 min read
‘Comet Has Been Gutted’: A Week of Paid AI Features Quietly Disappearing

‘Comet Has Been Gutted’: A Week of Paid AI Features Quietly Disappearing

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7 min read
The Litellm Pricing Bug: How a Single Float Comparison Cost 40% More API Credits

The Litellm Pricing Bug: How a Single Float Comparison Cost 40% More API Credits

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1 min read
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