I agree that everyone should do their own cost-benefit analysis, especially if they have to buy additional hardware (used RTX 3090s are ~$700 atm), but one important thing to note for those running the numbers is that all your tokens need to be resubmitted for every query. That means, that if you end up using the OpenAI API for long-running tasks like say a code assistant or pair programmer, with an avg of 4K tokens of context, you will pay $0.18/query, or hit $1200 at about 7000 queries. [1] At 100 queries a day, you'll hit that in just over 2 months. (Note, that is 28M tokens. In general tokens go much faster than you think. Even running a tiny subset of lm-eval against will use about 5M tokens.)
If people are mostly using their LLMs for specific tasks, then using cloud providers (Vast.ai and Runpod were cheapest last time I checked) can be cheaper than dedicated hardware, especially if your power costs are high. If you're needs are minimal, Google Colab offers a free tier with a GPU w/ 11GB of VRAM, so you can run 3B/7B quantized models easily.
There are reasons of course irrespective of cost to run your own model (offline access, fine-tuning/running task specific models, large context/other capabilities OpenAI doesn't provide (eg, you can run multi-modal open models now), privacy/PII, BCP/not being dependent on a single vendor, some commercial or other non-ToS allowed tasks, etc).
If people are mostly using their LLMs for specific tasks, then using cloud providers (Vast.ai and Runpod were cheapest last time I checked) can be cheaper than dedicated hardware, especially if your power costs are high. If you're needs are minimal, Google Colab offers a free tier with a GPU w/ 11GB of VRAM, so you can run 3B/7B quantized models easily.
There are reasons of course irrespective of cost to run your own model (offline access, fine-tuning/running task specific models, large context/other capabilities OpenAI doesn't provide (eg, you can run multi-modal open models now), privacy/PII, BCP/not being dependent on a single vendor, some commercial or other non-ToS allowed tasks, etc).
[1] https://gptforwork.com/tools/openai-chatgpt-api-pricing-calc...