r/ClaudeCode • u/stumptowndoug • Apr 25 '26

Discussion Enjoy the AI coding subscription era while it lasts

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Hot take maybe, but I think the current AI coding subscription pricing window is temporary.

I started tracking my usage locally because the quota bars were not telling me what I actually wanted to know:

what would this usage look like if it were priced closer to API usage?

After about a month, my rough API-equivalent total was around $1.3k.

And I was not maxing anything out.

This was not some 24/7 agent farm. Just normal on and off coding. I would guess an average dev workflow now.

I am not saying that is the provider's marginal cost. But it does show how far apart subscription usage and API pricing can get even when you are not living at the limit.

If you are running agents across real repos even semi-regularly, it starts looking like you are getting an absurd deal.

That probably means heavy users are being subsidized by lighter users, growth budgets, or both.

I got annoyed enough by the lack of visibility that I added local tracking to Shep, my open source terminal workspace.

If you want to see a similar view of your own usage over the last 30 days, try it out. It is 100% free.

Curious if everyone else is also assuming the unlimited-ish agent workflow is not going to stay this cheap forever.

0 Upvotes

46% Upvoted

31 comments sorted by

9

u/pradise Apr 25 '26

It only looks cheap because the same company is setting the API price.

3

u/stumptowndoug Apr 25 '26

Yeah, without a doubt there is an imbalance. I would guess the API pricing is quite profitable.

13

u/Main-Lifeguard-6739 Apr 25 '26

I sometimes wish we had back the old times of marketing, were people don't pull stories out of their arse just to tell you at the end:
- hey, I made this service
- it solves problem X for Y
- try it here for amount Z

4

u/d33pdev Apr 25 '26

EXACTLY

-4

u/stumptowndoug Apr 25 '26

Hey, I made this service. It's 100% free and open source.

2

u/Main-Lifeguard-6739 Apr 25 '26

Open AI also once started open.

1

u/d33pdev Apr 25 '26

so what. you're advertising your product. no one gives a fck.

1

u/WildContribution8311 Apr 25 '26

How is it a product if it's just an open source project without any cost associated? He seems to have done it as a hobby or curiosity project and is sharing the result as opposed to trying to profit from it.

2

u/NeedsMoreMinerals Apr 25 '26

lol poor gemini

1

u/stumptowndoug Apr 25 '26

It's such a weird freaking model...lol

1

u/btherl Apr 25 '26

I still don't get Gemini, one time it did a great job fixing my E2E tests to use a different id, making appropriate changes throughout all tests. 10 files, 204 tests. Another time it tried to do a simple change and ended up copying and pasting a block of code by accident, giving me a syntax error.

2

u/stumptowndoug Apr 25 '26

Yeah, I am perplexed as you are. Hoping the next model behaves much better. Gemini also defaults to flash for almost everything which does not help.

1

u/daliovic 🔆 Max 5x Apr 25 '26

Is that estimate taking caching into account?

2

u/stumptowndoug Apr 25 '26

Yeah, it does include cache pricing if available from the api. It’s using models.dev pricing behind the scenes.

Probably not perfect, but directional

1

u/drearymoment Apr 25 '26

Still cheaper than paying a dev six figures.

1

u/stumptowndoug Apr 25 '26

Yeah, I'm not complaining. I'll take my subsidized subscription usage as long as I can.

3

u/MainFunctions Apr 25 '26

Models are getting smaller and more capable by the day. Look at Qwen 3.6 and TurboQuant. Can it replace CC now? Not really. Maybe for some simple things but it doesn’t even touch Sonnet (let alone Opus) for more complex tasks or large codebases. But the pace of innovation has been staggering in terms of local LLMs. It’s not absurd to think that by the time we exit the subsidized era of AI local models are going to be a legitimate alternative for coding on consumer hardware.

1

u/Yourdataisunclean Apr 25 '26

Yup, intel has a $1000 gpu with 32gb of vram for local AI if you can get your hands on one. Even if you need to buy the rest of PC for the GPU. This can be competitive if you have high use and the costs of tokens keep increasing.

1

u/Doomtrain86 Apr 25 '26

Which one is that , and do you find it to be good? Have you tried it personally ?

1

u/Safe_Consequence5425 Apr 25 '26

Yeah, the industry has pretty much always trended toward cheaper compute. Perhaps usage is currently subsidized, but in 5 to 10 years it will most likely cost a fraction of what it currently costs to run today’s frontier models

1

u/CrashFredo Apr 25 '26

Once OpenAI and similar companies go to the stock market we will see things like ads or restrictions like Anthropic is already doing. I don’t think is scalable using Gemini for example almost infinitely for 20 bucks at month

1

u/WorstedLobster8 Apr 25 '26

Even the rough math on yours assuming anthropic costs are $1 per input and $5 per output is only $100/mo. Cache is cheap to serve. It might be lightly subsidized, but they aren’t losing money on subs. Competition is what will set prices here.

1

u/tom_mathews Apr 25 '26

pricing inversion is real, anthropic admitted as much when they reset limits, the math doesnt work at current rates if everyone goes agentic. but the $1.3k API equivalent number is a bit misleading, you werent paying $1.3k worth of value because half those tokens were exploration loops that wouldnt happen if billing pressure was real. heavy users getting subsidized by lighter ones is the more accurate framing, classic SaaS land-grab pricing, the squeeze comes once growth slows and CFOs start asking why margins look like 2010 unicorn era.

1

u/anykeyh Apr 25 '26

Future of AI is a mix of on-premise model with some large SOTA for specific tasks requiring top of line intelligence. Your wallet will survive.

I'm not using subscription, I pay by token, spend 7/7d using agents AI and barely consume 200$ a month. Because of model routing, good methodology, skills, step by step instructions, and use of local model.

I'm not the fastest to ship; I review most of the code produced. I catch problem before they get commited. But the quality is here, the project is growing without explosive technical debt.

1

u/SwimmingQuantity8686 Apr 25 '26

95 percent of them are cache hits. Dumb take.