> That's $104/day of opus 5.5 tokens, or $265/day of fable 5.1 tokens.
But you’re not generating Opus or Fable tokens.
And people buying subscription plans aren’t paying API rates.
I have a Claude subscription and I have hardware to run Qwen3.8-Flash-Next a full order of magnitude faster than the theoretical system you specced above.
In no way would I ever consider my local Qwen3.8-Flash-Next setup comparable to even a $20/month Claude subscription. It’s just not.
I do try to use it for bounded tasks from time to time, but using it for actual complicated work generates so many problems later that it’s not worth it.
Often I can have Opus produce a better result in 1/10th the tokens. The Qwen model often gets things wrong that require 10X as many tokens to debug or fix later. You cannot make comparisons like you’re trying to do.
Your analysis is correct if you’re maxing out the $20 Claude subscription and using the best models to do things that need high quality results.
In my opinion, what we actually have to compare against is the $20 subscription compared to what using Claude or ChatGPT is like with the free plan.
If I use Claude free it cuts me off from using it for hours after a very small number of questions being asked, and it can’t be hooked up to a coding system at all (no Claude code CLI or VSCode extension).
So when I dropped a $500 GPU into my gaming server in my closet, I’m breaking even compared to the $20/month Claude subscription in 2 years (and my GPU already appreciated in value since I bought it).
I can send as many queries as I want in any way I want, including custom applications that would have normally been billed at API token rates.
On top of that, all my data is kept private to my server.
(I’m not counting electricity because my server was already on serving all my self-hosted apps, so a significant amount of electricity is only being added to the load when I’m actively asking questions)