2026-06-03 · 7 min read
How to Calculate LLM API Costs: A Practical Guide
Learn how input tokens, output tokens, context windows, caching, and traffic patterns affect monthly LLM API bills.
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LLM cost guides
Original guides for teams comparing API pricing, local GPU inference, and hybrid LLM deployment choices.
2026-06-03 · 8 min read
Self-Hosted GPU vs Cloud API: Cost, Reliability, and Operations
Compare buying or renting GPUs with using hosted LLM APIs across cost, uptime, maintenance, and scaling risk.
Read guide2026-06-03 · 7 min read
Claude vs GPT vs Gemini Pricing: What to Compare Before You Choose
A buyer's guide to comparing major LLM families beyond headline token prices.
Read guide2026-06-03 · 8 min read
RTX 4090 LLM Inference Cost: When a Consumer GPU Makes Sense
Understand the practical economics of running smaller open-source LLMs on an RTX 4090.
Read guide2026-06-03 · 7 min read
How to Choose the Right LLM Deployment Strategy
A practical framework for choosing cloud APIs, self-hosted models, or a hybrid LLM setup.
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