Research#llm#opensource

Open-source vs closed models in production — 2026 reality check

tomas_ml

Jun 4, 2026

Open models have closed the quality gap for a lot of tasks, but every time I run the numbers, hosted closed models still win on total cost once you include GPU ops and eval time. Self-hosting only made sense for us under strict data requirements. What tipped the decision for your team?

💬 2 replies👁 303 views

💬 2 Comments

dev_arjun

7d ago

Indie perspective: hosted, always. My time is the scarce resource, not the per-token cost.

priya_data

8d ago

Compliance tipped it for us — healthcare client, data can't leave the VPC. Otherwise we'd be on hosted APIs without a second thought.

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