Viewing profile — aray07

i have never seen this before - where you offer something and then take that away

Came to a similar conclusion after running a bunch of tests on the new tokenizer It was on the higher end of Anthropics range - closer to 30-40% more tokens https://www.claudecodec…

yeah thats the part that is unclear to me as well - if our usage capacity is now going to run out faster.

im running some experiments on this but based on what i have seen on my own personal data - I dont think this is true "given that Opus 4.7 on Low thinking is strictly better than O…

effort level is separate from tokenization. Tokenization impacts you the same regardless. I find 5 thinking levels to be super confusing - I dont really get why they went from 3 ->…

i think the new qwen models are supposed to be good based on some the articles that i read

anthropic’s pricing is all based on token usage https://platform.claude.com/docs/en/about-claude/pricing So if you are generating more tokens, you are eating up your usage faster

are you okay with paying more for your services without any perceived improvement in the service itself?

yeah thats is my biggest issue - im okay with paying 20-30% more but what is the ROI? i dont see an equivalent improvement in performance. Anthropic hasnt published any data around…

isn’t caveman a joke? why would you use it for real work?

yeah opus 4.7 feels a lot more verbose - i think they changed the system prompt and removed instructions to be terse in its responses

yeah similar for me - it uses a bunch more tokens and I haven’t been able to tell the ROI in terms of better instruction following it seems to hallucinate a bit more (anecdotal)

yeah i am still not clear why there are 5 effort modes now on top of more expensive tokenization

good point - i analyzed text tokenization. will run some experiments to see how visual tokenization has changed