Most "best AI tools" lists are affiliate rosters. This is the short list of what we actually pay for to build and run a 250+ site network, what each one costs at list price, and where the money stops being worth it. Prices move, so treat every figure below as a starting point to verify rather than a quote.
Claude Code ships with the Pro plan and is the single largest line item by value here. It writes, debugs and deploys against a real repository rather than pasting snippets into a chat window, which is the difference that matters. The higher Max tiers start around $100/month and exist for usage limits rather than extra features, so start on Pro and only move up when you are actually hitting caps.
Worth it? For anyone shipping code weekly, yes. For occasional use, the free tier covers more than people expect and the honest answer is to stay there until you hit a wall.
Worth correcting a common mix-up: Cloudflare's Pro plan is $25/month per domain, while the Workers paid plan starts at $5/month. For hosting static sites and running edge functions, the $5 Workers plan plus the free CDN, DNS and DDoS protection covers almost everything. The $25 Pro plan buys image optimisation and a better WAF, which most content sites do not need. Do not buy Pro thinking it is what makes Workers work.
Not a subscription, and not optional if you hold crypto in any meaningful amount. A hardware wallet keeps private keys off any internet-connected machine, which removes the entire category of attack that empties software wallets. Devices sit roughly in the $79 to $149 range. It is the only purchase on this page where the downside of skipping it is total rather than incremental. Ledger Nano X is the standard pick.
Get Ledger — Protect Your Crypto
The line item nobody budgets for. A domain runs roughly $10 to $15 a year at registrar cost, which is trivial for one site and becomes the largest fixed cost in the stack across a few hundred. Renewals also cluster, so a network built in one month generates one very unpleasant invoice twelve months later. Stagger registrations deliberately, and register in one-year increments so dead projects can lapse instead of auto-renewing.
The paid tier at spunk.codes unlocks batch processing, saved presets and export across the tool library. The general principle applies well beyond us: a tool subscription is worth it when it removes a repeated manual step, and worth nothing when it only removes a step you perform twice a year. Audit your subscriptions against actual usage every quarter. Get Pro Tools — $9.99/mo
Standalone AI writing tools, once a general coding assistant could produce the same output from a prompt. Managed hosting, once static sites moved to edge deployment for free. Separate keyword research subscriptions, which run into three figures monthly and largely resell data available cheaper elsewhere. The pattern in all three: a paid tool becomes disposable the moment a general-purpose tool absorbs its one feature. Re-run that test on your own stack twice a year and something always falls off.