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Build vs. Buy: TCO Reality Check

robert@barcik.training

Compare the 12-month total cost of self-hosting open-source models vs. using vendor APIs. Answer 4 simple questions and get a clear cost comparison.

Your Use Case Cost Comparison Recommendation
Your Use Case
Good = open-source 7B | High = 70B/Sonnet | Frontier = Opus/GPT-4o
12-Month Cost Comparison
Self-Hosted
Vendor API

Self-Hosted Includes

GPU hardware/rental, setup & configuration, monthly electricity & maintenance, ML engineer time for operations, model updates & monitoring.

Vendor API Includes

Per-call pricing (input + output tokens), built-in uptime guarantees, automatic model updates, no infrastructure management needed.

Insights & Recommendation

Based on your inputs, here's what matters for your decision.

Why we stop at 12 months

AI costs are dropping ~30% per year. GPU prices, API pricing, and open-source model quality all shift rapidly. Any projection beyond 12 months is unreliable — plan to re-evaluate in 6–12 months regardless of what you choose today.

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