Local AI vs. API: Which Is Cheaper? Real Cost Breakdown
Compare local AI vs. API costs with real break-even math: GPU amortization, electricity, ops labor and per-token pricing, from 0.3 to 69 months.
Keyword
self-hosted LLM cost
Appears in 4 articles·Latest Oct 20, 2026
The Mac Studio M5 Ultra Makes the Case for Owning Your AI Compute
Local AI vs cloud AI cost, explained with real numbers. Why Apple's M5 Ultra and open models like Granite 4.2 change the local-versus-cloud math.
Local AI Models vs API Cost: The Real Break-Even Math
GLM-5.3-Flash and Qwen3.8 now run on a single GPU. Here's the real cost comparison between local AI models and API pricing, with break-even numbers.
local ai models vs api costGLM-5.3-FlashQwen3.8
The Hidden Costs of AI Agents: Why You Are Overpaying for Proprietary APIs
Frontier AI APIs carry 5x to 50x markups over raw compute. Here is the real math on self-hosted inference, routing, and when each wins.