Inference
throughput per watt reality check with Ollama - Printable Version

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throughput per watt reality check with Ollama - macropilot - 09-30-2026

Posting this in case it saves someone else a little time.

If you were starting from scratch today for this use case, what would you choose first and what would you ignore?

Simple and boring is a valid answer.


Re: throughput per watt reality check with Ollama - griffinloom66 - 09-30-2026

My first guess would be this: If you're on SGLang, I'd confirm the version first and then reduce variables until the behavior is obvious. Not glamorous advice, but repeatable baselines save a lot of time.


Re: throughput per watt reality check with Ollama - deltapoint17 - 09-30-2026

I think the bottleneck is somewhere else. I've seen people blame quant drift when the real issue was much more mundane.