What it actually costs to run an indie AI studio in 2026

I want to write down, for anyone considering this kind of work, what it actually costs to run a small AI tools studio in 2026. The numbers are not interesting. The fact that they're knowable at all is more interesting than the numbers themselves.

Here's the breakdown for LuvAI, as of this month.

Hosting and infrastructure. Cloudflare Workers Paid plan: $5/month. This covers compute for both prompt.luvai.net and luvai.net, including the 180+ prompt library, the seven generators, this journal, and the static surface. The paid plan also includes generous quotas on D1 (the database), R2 (object storage for thumbnails), and KV (rate limiting). Total at this scale: $5.

Domain registration. luvai.net renewed annually. Approximately $12/year, so $1/month amortized.

Email. Resend for transactional email (welcome emails, password resets, etc.). Free tier covers up to 3,000 emails/month, which I've never come close to. Total: $0.

Bot protection. Cloudflare Turnstile: free for anyone using Cloudflare. Total: $0.

Authentication. Custom JWT-based session, no third-party auth provider. Total: $0.

Analytics. Google Analytics 4: free. Total: $0.

Monitoring / error reporting. Cloudflare Workers' built-in observability covers what I need. Total: $0.

AI API usage. This is the only variable line item. PromptCraft has an "AI Enhance" feature that calls the Anthropic API. Usage is small — maybe a few hundred enhancements per month at the moment, costing a few dollars. Round it to $5/month for budgeting.

Domain email forwarding. I forward hello@luvai.net to a personal inbox via Cloudflare Email Routing: free.

My own time. I deliberately don't include this in the cost. It's the cost of *me* doing this versus me doing something else, and that math is complicated. But for the purposes of monetary out-of-pocket: not counted here.

Total monthly burn: $5 (hosting) + $1 (domain) + $5 (AI API) = $11/month. Plus, I just realized while writing this, $0.99/month for Anthropic Claude Pro, which I use for development. Round it up to $12.

Now here's the part I think is interesting. Twelve dollars is genuinely all it costs to run this studio at its current scale. I've seen indie projects with bigger monthly bills than that just for marketing tools they don't use. The reason my burn is so low isn't because I'm clever. It's because I made one decision early that locked everything into a sustainable shape: I host on Cloudflare Workers and use first-party infrastructure for everything I can.

Cloudflare's bundle is, in my experience, the highest-leverage decision an indie maker can make in 2026. Not because the products are individually best-in-class — some of them aren't — but because the integration tax between products is approximately zero, and the bundled pricing is so absurdly favorable to small operators that the marginal cost of a new feature is usually $0. Want to add rate limiting? KV is already there. Want to add analytics? Workers Analytics Engine is free. Want a CDN? You're already on it.

This matters because the failure mode of indie projects is rarely bad code. It's the slow accumulation of monthly subscriptions — observability tool, deployment tool, image-CDN tool, analytics tool, transactional email tool, payments tool — until the burn rate is $200/month and the project has to grow into a small business or die. With a low burn rate, the project can stay small indefinitely. That's the prize.

I genuinely think the right monthly budget for an indie AI tools studio in 2026, before any AI API spend, is between $5 and $20. If your burn is much higher than that, you're either at a scale I'm not, or you're paying for tools you could replace with primitives.

PromptCraft is small. Twelve dollars a month buys me the freedom to keep it small as long as I want. That trade — low burn for low pressure — is the deal that makes the studio model viable. I don't think it's the right deal for everyone, but it's the deal I picked, and I want to be transparent about the math.

Oh, one more line item I forgot: I bought a $20 ergonomic keyboard last year that I use exclusively for this work. Amortized over thirty-six months: $0.55/month. Now we're at $12.55. The journalism ethics of this post require disclosure.