Cloud resources are trending towards consumer technology adoption numbers rather than being reserved mostly for Enterprise. This is the most exciting thing in decades!
There is going to be a GPU/Accelerator shortage for the foreseeable future to run the most advanced models, Gemini 2.5 Pro is such a good example. It is probably the first model that many developers i've considered skeptics of extended agent use have started to saturate free token thresholds on.
Grok is honestly the same, but the lack of an API is suggestive of the massive demand wall they face.
There is going to be a GPU/Accelerator shortage for the foreseeable future to run the most advanced models, Gemini 2.5 Pro is such a good example. It is probably the first model that many developers i've considered skeptics of extended agent use have started to saturate free token thresholds on.
Grok is honestly the same, but the lack of an API is suggestive of the massive demand wall they face.