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Anonymous request-token comparisons from Opus 4.6 and Opus 4.7

tokens.billchambers.me

211–220 of 620 posts

Re: Anonymous request-token comparisons from Opus 4.6 and Opus 4.7

#211
post #65

Subsidies don't last forever.

Running an open like Kimi constantly for an entire month will cost around 100-200$, being roughly equal to a pro-tier subscription. This is not my estimate so I’m more than open to hearing refutations. Kimi isn’t at all Opus-level intelligent but the models are roughly evenly sized from the guesses I’ve seen. So I don’t think it’s the infra being subsidized as much as it’s the training.

How do you get anything sensible out of Kimi?

Re: Anonymous request-token comparisons from Opus 4.6 and Opus 4.7

#213

Earlier quoted context omitted.

Another aspect I haven’t seen discussed too much is that if your competitor is 10x more productive with AI, and to stay relevant you also use AI and become 10x more productive. Does the business actually grow enough to justify the extra expense? Or are you pretty much in the same state as you were without AI, but you are both paying an AI tax to stay relevant?

This is the “ad tax” reasoning, but ultimately I think the answer is greater efficiency. So there is a real value, even if all competitors use the tools. It’s like saying clothing manufacturers are paying the “loom tax” tax when they could have been weaving by hand…

Software development is not a production line, the relationship between code output and revenue is extremely non-linear.

Where producing 2x the t-shirts will get you ~2x the revenue, it's quite unlikely that 10x the code will get you even close to 2x revenue.

With how much of this industry operates on 'Vendor Lock-in' there's a very real chance the multiplier ends up 0x. AI doesn't add anything when you can already 10x the prices on the grounds of "Fuck you. What are you gonna do about it?"

Re: Anonymous request-token comparisons from Opus 4.6 and Opus 4.7

#214
post #118

Earlier quoted context omitted.

Not so much atrophy as apathy. I've worked with people who will look at code they don't understand, say "llm says this", and express zero intention of learning something. Might even push back. Be proud of their ignorance. It's like, why even review that PR in the first place if you don't even know what you're working with?

What is it in the broader culture that's causing this?

People who got into the job who don’t really like programming

Re: Anonymous request-token comparisons from Opus 4.6 and Opus 4.7

#215
post #46

We dropped Claude. It's pretty clear this is a race to the bottom, and we don't want a hard dependency on another multi-billion dollar company just to write software We'll be keeping an eye on open models (of which we already make good use of). I think that's the way forward. Actually it would be great if everybody would put more focus on open models, perhaps we can come up with something like the "linux/postgres/git…

Another aspect I haven’t seen discussed too much is that if your competitor is 10x more productive with AI, and to stay relevant you also use AI and become 10x more productive. Does the business actually grow enough to justify the extra expense? Or are you pretty much in the same state as you were without AI, but you are both paying an AI tax to stay relevant?

it's worse than a tie. 10x everyone just floods the market and tanks per-unit price. you pay the AI tax and your output is worth less.

Re: Anonymous request-token comparisons from Opus 4.6 and Opus 4.7

#216
post #46

We dropped Claude. It's pretty clear this is a race to the bottom, and we don't want a hard dependency on another multi-billion dollar company just to write software We'll be keeping an eye on open models (of which we already make good use of). I think that's the way forward. Actually it would be great if everybody would put more focus on open models, perhaps we can come up with something like the "linux/postgres/git…

Open models keep closing the eval gap for many tasks, and local inference continues to be increasingly viable. What's missing isn't technical capability, but productized convenience that makes the API path feel like the only realistic option.

Frontier labs are incentivized to keep it that way, and they're investing billions to make AI = API the default. But that's a business model, not a technical inevitability.

Re: Anonymous request-token comparisons from Opus 4.6 and Opus 4.7

#218

Earlier quoted context omitted.

I was worried about skill atrophy. I recently started a new job, and from day 1 I've been using Claude. 90+% of the code I've written has been with Claude. One of the earlier tickets I was given was to update the documentation for one of our pipelines. I used Claude entirely, starting with having it generate a very long and thorough document, then opening up new contexts and getting it to fact check until it stopped…

Yeah, +1. I will never be working on unsolved problems anyhow. Skill atrophy is not happening if you stay curious and responsible.

I have never learned so quickly in my entire life than to post a forum thread in its entirety into a extended think LLM and then be allowed to ask free form questions for 2 hours straight if I want to. Having my questions answered NOW is so important for me to learn. Back in the day by the time I found the answer online I forgot the question

Re: Anonymous request-token comparisons from Opus 4.6 and Opus 4.7

#219

Earlier quoted context omitted.

Is this sort of setup tenable on a consumer MBP or similar?

For a 30B model, you want at least 20GB of VRAM and a 24GB MBP can’t quite allocate that much of it to VRAM. So you’d want at least a 32GB MBP.

I have 24GB VRAM available and haven't yet found a decent model or combination. Last one I tried is Qwen with continue, I guess I need to spend more time on this.

Re: Anonymous request-token comparisons from Opus 4.6 and Opus 4.7

#220

Earlier quoted context omitted.

GLM 5.1 via an infra provider. Running a competent coding capable model yourself isn't viable unless your standards are quite low.

What infra providers are there?

There's DeepInfra. There's also OpenRouter where you can find several providers.
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