2 Anthropic services we've looked at, 2 priced in full with every plan and the cost as you grow, each with its free tier and lowest paid price as read from its pricing page.
| Service | Category | Free tier | Lowest paid price | Checked |
|---|---|---|---|---|
| Anthropic (Claude API) | LLM APIs | — | $0.10 per 1M input tokens, $0.50 per 1M output (prompts up to 100K) | 2026-10-22 |
| Claude Code | AI coding agents | — | Pro $20/mo ($17/mo annually); Max 5x $100/mo; Max 20x $200/mo | 2026-10-23 |
Describe it in a sentence, like “an app that tracks the beans in my pantry”. You get what to build it with, what it runs on, and what it costs now and as it grows, with a source for every price.Describe it and press Plan. You get what to build it with, what it runs on, and what it costs now and as you grow, after the credits you qualify for.
Describe what you're building and press Plan. Your recommended stack will appear here.
317 services listed across 36 categories. 70 priced in full, plan by plan.
Describe it. Get one pick per category, and why.
See where the bill jumps before your users do.
Free tiers, plans and limits, side by side.
Already built? Find what to keep and what to change.
What you actually pay, next to what you planned.
See what real products are built on.
Recordings of the actual app. Inputs are illustrative; Billing shows an example account.
It plans the stack, prices it at your scale, and hands back package names, environment variables and docs. Your assistant writes the code.
Then keep going in the same chat. Pick up a saved project, price a change before it is built, track setup step by step, and ask why the bill went up.
Free while in preview.
Claude
ChatGPT
Cursor
VS CodeI’m building a booking app for yoga studios with sign-in, payments and email reminders. What should it run on, and what will it cost at 20,000 users?
recommend_stack, the tool your assistant calls, at today’s prices.Stacks read from each product’s public code.
No vendor pays to be listed or ranked higher, and there are no referral links.
Every price change is public: who changed what, when and why.
One startup at a time: what it makes and the services it runs on, read from its public code and linked to their prices.
Point it at your files, repository or website to see what to keep and what to change. Then bring in what you actually pay, next to what you estimated.
Sign-in required for billing and saved stacks.
Import a CSV, upload a text-based PDF, paste an invoice or enter an amount. Recurring subscriptions add completed months automatically.
Supported OpenAI, Anthropic, Vercel, Stripe, AWS and DigitalOcean connections sync completed months nightly. Billing access depends on the provider; personal Claude API keys cannot read organization costs.
When receipt forwarding is enabled, send receipts to your private billing address and review the service, month and amount in Billing. It reads the email body, not attachments; upload PDFs separately.
Save a stack or audit and enable alerts for price changes, approaching cost jumps, expiring credits and bills above estimates. Checks run daily using saved usage assumptions and require a confirmed email.
Free while in preview. Create a free account to plan, no card needed.
Already built? See what your app runs on, what it costs now and as you grow, what it's missing, and what to change.
Reads its manifests and config files.
Reads hosting from its response headers and the scripts it loads (payments, analytics, errors). It can't see databases or back-end services, so add files too if you can.
Your AI coding app can already see the codebase. Connect Kong Reviews, then ask:
Audit this app's stack with Kong Reviews: detect what it runs on, then audit it for 10,000 users growing to 50,000.It reads the project, calls detect_stack and audit_stack, and shows the report in the chat.
Your audit appears here: a grade, what to change first, and what each service costs as you grow.
What kinds of app are built with, and what they cost at three stages: MVP (about 100 users), Growth (about 10,000) and Scale (about 100,000). Every price comes from the cost engine with today's checked prices.
Stacks and audits you saved here or from your AI assistant. Turn on alerts to hear when prices, cost jumps or credits change one, or press Check to re-run it with today's prices.
What your services actually charged, next to what we estimated.
Every developer service we've looked at. Those priced in full have every plan, what each includes and the cost as you grow; the rest show the free tier and lowest paid price from their pricing page.
Credits and lock-in come from the cost engine, so only services priced in full have them.
Products startups have built, with the stack each one runs on, read from its public code. Filter by what it is and what it's built with, then see what a stack like it costs.
Add one address to Claude, ChatGPT, Cursor or VS Code. Your assistant can then plan the stack, price a change before it writes the code, keep setup on track and explain your bill, with the source and date behind every price.
Every change to a price, plan or limit is public. Trusted contributors' changes go live once their quote checks out; the rest are settled by votes and moderators. Read the moderation log, follow the change feed, or download the whole catalogue.
The sign-up plan, LinkedIn and Substack posts, outreach, users, pricing pages and automations.
Every tool, on this website and in your AI app, is free while Kong Reviews is in preview. There's nothing to buy.
For founders, product managers and AI coding agents
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We may add paid plans later, for things like tracking real bills and team accounts. Nothing is for sale today.
It scopes what you build next, a new product or a feature for the app you already have: which services to use (hosting, database, sign-in, email, payments, analytics and more), how to set them up, and what they will cost now, as you grow and after startup credits. Use it on this website with a free account, or from your AI assistant over MCP each time you plan a feature.
From each vendor's own pricing page. 70 of the 70 vendors in the cost engine were checked against their pricing pages in October 2026; any others are marked unverified. The other services on Vendors were read in October 2026 for their free tier and lowest paid price; the ones we couldn't read are marked Not Priced Yet. Both keep growing: we add vendors and services as we research them. Every answer lists its sources and the date each price was checked, and a price counts as out of date after 14 days. Check the vendor's page before you commit to anything.
Yes. Every tool is free during the preview, within fair rate limits. There are no paid plans yet.
Yes, a free one, to plan or audit on this website. It also keeps your stacks and sends price alerts. Create it with your email address (we send a 6-digit code, no password) or with GitHub, which asks for no permissions beyond your public profile.
Open Connect AI and pick your app for the setup steps. Then ask in plain language, for example "Here's my PRD, what should I use?"
No. Rankings come only from fit and cost, and there are no affiliate or referral links. See How we make money.
It is read on our server with keyword rules to find requirements, then discarded. It is not stored and not sent to an AI provider. See Privacy.
Sign in and go to Settings → Account → Delete account. That removes your account, your saved stacks and every sign-in straight away.
Yes, and we'll look at adding it.
Still have questions? Email [email protected].
Create a free account to plan your stack, save it, and get an email when a price in it changes. No card needed.