In June 2026, private US employers paid $46.89 for every hour worked. Wages were $32.82 of that. The other $14.07 went to paid leave, insurance, payroll taxes and retirement contributions — money spent before anyone produced anything. That gap is what this page is built on, and it is the number the AI-tool market would rather you never compute.
This page has been live since April 16, 2026, at a URL that promises fifteen AI tools “ranked by real revenue.” Until this week it delivered no table at all: no H2 subheads, no per-tool numbers, no sources, and a link pointing back to itself as if the ranking existed somewhere else. That was a defect, not a teaser. What follows is the version of the promise that can actually be kept.
The promise fails for two reasons, and only the second one is fatal.
No vendor publishes what its customers earn. Not one of the fifteen below reports a median customer income, an average monthly take, or a verified payback period. What exists instead is a genre: screenshots of dashboards, affiliate income disclosures with no statement period, and “I made $4,000 last month” posts whose accounts cannot be audited by anyone, including the person who posted them.
There is a second problem, and it is worse. Suppose a tool really did return $4,000 a month to one user. That number describes the user’s market, offer and audience — not the tool. Two people pay $20 for the same writing assistant. One sells a $2,000 consulting package and uses it to draft proposals; the other drafts posts nobody reads. The tool is identical. The revenue difference is a hundredfold and it has nothing to do with the tool.
So the ranking has to be built on something the tool actually controls. The one thing every AI subscription genuinely removes is labour: hours of a specific job that someone is paid to do. Labour has a published price. That price is set by the Bureau of Labor Statistics, it carries a date, and it is the same for you and for the person selling you the subscription. Rank tools by the cost of the labour they displace and the ranking becomes arithmetic rather than testimony.
The catch is that the arithmetic is unflattering. At $20 a month, most of the fifteen tools below pay for themselves in under forty minutes of displaced work per month. That is not a high bar. It is so low that “does it pay for itself?” stops being a useful question — which is the real reason the subscription graveyard exists. People clear a bar that was never the right bar.
The 15, ranked by the hourly cost they remove
Wage figures are the May 2025 national median hourly wage for each occupation, from the BLS Occupational Employment and Wage Statistics programme. The loaded column multiplies that wage by 1.4287, the June 2026 ratio of total private-industry compensation ($46.89) to wages and salaries ($32.82) in the BLS Employer Costs for Employee Compensation release. Both series are linked at the end.
The final two columns answer one question: how many minutes per month must this tool save before it covers a $20 subscription, and before it covers a $100 one. Read those columns against the price you actually pay.
| # | Tool (category) | Problem removed | Occupation priced | Wage/hr | Loaded/hr | Covers $20/mo at | Covers $100/mo at |
|---|---|---|---|---|---|---|---|
| 1 | Cursor, GitHub Copilot | Writing and reviewing code | Software Developers (SOC 151252) | $65.38 | $93.41 | 13 min | 64 min |
| 2 | QuickBooks, Digits | Closing the books | Accountants and Auditors (132011) | $40.23 | $57.48 | 21 min | 104 min |
| 3 | Perplexity | Competitive and market research | Market Research Analysts (131161) | $37.87 | $54.10 | 22 min | 111 min |
| 4 | Claude, ChatGPT | Long-form drafting | Writers and Authors (273043) | $36.98 | $52.83 | 23 min | 114 min |
| 5 | Jasper, Copy.ai | Campaign and press copy | Public Relations Specialists (273031) | $35.94 | $51.35 | 23 min | 117 min |
| 6 | Clay, Apollo | Lead research and qualification | Sales Reps, Services (413091) | $33.65 | $48.08 | 25 min | 125 min |
| 7 | Canva, Midjourney | Marketing visuals | Graphic Designers (271024) | $30.27 | $43.25 | 28 min | 139 min |
| 8 | Harvey, Spellbook | Contract and document review | Paralegals and Legal Assistants (232011) | $30.24 | $43.20 | 28 min | 139 min |
| 9 | Moveworks | Employee IT and HR tickets | Computer User Support Specialists (151232) | $29.74 | $42.49 | 28 min | 141 min |
| 10 | DeepL | Localisation and translation | Interpreters and Translators (273091) | $28.93 | $41.33 | 29 min | 145 min |
| 11 | Ramp | Expense coding and reconciliation | Bookkeeping Clerks (433031) | $24.36 | $34.80 | 34 min | 172 min |
| 12 | Otter.ai, Fireflies | Meeting notes and follow-ups | Secretaries and Admin Assistants (436014) | $22.86 | $32.66 | 37 min | 184 min |
| 13 | Intercom Fin | First-line customer support | Customer Service Reps (434051) | $21.53 | $30.76 | 39 min | 195 min |
| 14 | Zapier, Make | Moving data between systems | Data Entry Keyers (439021) | $19.88 | $28.40 | 42 min | 211 min |
| 15 | Calendly | Booking and front-desk triage | Receptionists (434171) | $18.27 | $26.10 | 46 min | 230 min |
The ranking is a ranking of problems, not of products. Product names mark the category; a cheaper or better tool in the same row moves nothing, because the $93.41 hour does not care which brand deletes it. And the numbers are not close together — the top row is worth 3.6 times the bottom row per hour. That spread is the only genuinely useful thing a ranking can tell you: it says where an hour of automation is worth the most.
Two things this table does not contain, deliberately. It has no current prices, because list prices change monthly and a price quoted in a November article is wrong by February; check the vendor’s billing page on the day you subscribe. And it has no revenue estimates, because none exist that can be audited.
Take row 13, customer support, because it is the cleanest case and because the old version of this page made a claim here it could not support.
A customer service representative at the national median earns $21.53 an hour. Loaded, that hour costs $30.76. Customer support tickets are not usually priced per hour, so assume twelve minutes of representative time per ticket — an assumption, labelled as one, and the only number in this section you cannot look up.
Twelve minutes at $30.76 an hour is $6.15 a ticket. The previous version of this article asserted “$6 to $12 per ticket” and cited nobody. The derivation lands at $6.15, inside that range. That is a reason to trust the arithmetic, not the screenshot: the old number happened to be right, and nobody could have checked it.
Now the tool. A thousand tickets a month at $6.15 is $6,150 of recurring labour. If an AI layer resolves 40% of them, $2,460 of that labour disappears. At $30 a month, the subscription is 1.2% of what it removes. Nobody needs a spreadsheet for that decision, and no revenue projection was required to make it.
The same arithmetic, run on a tool that fails, is just as quick. A $29-a-month summariser aimed at a quarterly report: 45 minutes of reading, four times a year. At the writers’ loaded rate that is $158 of labour a year against $348 of subscription. It is not a money-making tool. It is a $190 annual loss with a login page.
The rule that actually decides it
Break-even is necessary and nowhere near sufficient. Clearing it tells you the tool is cheaper than the labour it touches. It does not tell you the labour was worth anything.
An hour saved on a task that would have earned nothing is an hour that goes back into the same nothing. That is why so many subscriptions survive their first month and die in their fourth: the break-even test passed on day one, and the conversion test never did. The only version of “this tool makes money” that survives contact with a bank statement is this one — the hour it frees gets sold, or it gets spent on work that would otherwise have been outsourced.
So the rule has three parts, and only the first is arithmetic.
Does it clear break-even? Price divided by loaded hourly rate, times sixty, gives the minutes per month. Under that number, the tool is free. Over it, you are paying for a habit.
Is the freed hour sellable? If the answer is no, stop at question one and call the purchase what it is: a convenience with a recurring charge. That is a legitimate thing to buy. It is not an investment, and the difference matters the moment you start counting subscriptions as business expenses and expecting them to return something.
What does failure cost? For low-stakes work — notes, drafts, first-pass research — a wrong answer costs a correction. For payroll, tax filings, contracts and customer accounts, a wrong answer costs more than the whole year of savings, and break-even stops being relevant. Run any tool on a low-stakes task first, measure its error rate yourself, and only then move it onto work where being wrong is expensive.
That is the entire discipline, and it fits on an index card. The reason it is not widely printed is that it makes most tool marketing unsellable: a product that removes $158 of labour a year cannot be marketed as a path to income, so it gets marketed as a path to income anyway.
Three things this page will not do, and each refusal is deliberate.
It will not tell you which of the fifteen will make you money, because that depends on what you sell and to whom, and neither of those is in any dataset I can reach. It will not give you a current price for any of them, for the reason already stated. And it will not pretend the top of the table is a recommendation: row 1 is the most expensive hour to leave un-automated, which is a different sentence from “buy Cursor.”
One limitation is worth stating plainly, because it affects every number above. The 1.4287 load factor is a private-industry average. Individual employers load wages differently — a company with generous benefits loads closer to 1.6, a contractor with none loads near 1.1. If you are costing your own time rather than an employee’s, use your real billing rate instead of the loaded wage, and the table still works.
The open question is the one I cannot answer and you can: of the hours a tool frees in your week, how many would have been paid for? Until you have counted that for one month, any ranking — mine, or a screenshot artist’s — is a guess about your business dressed as a fact about a product.
Do this before December 1, 2026. Open the last three months of card statements. List every software charge under $100 a month. For each one, write the occupation it displaces and the minutes per month it actually saved — not the minutes it promised. Anything that cannot name its occupation gets cancelled this week. Anything that clears break-even but cannot show a sold hour moves to a “convenience” budget line and stops being counted as an investment. Fifteen rows, one spreadsheet, about forty minutes. That forty minutes is priced at your own loaded rate, so if you bill $50 an hour it is worth $33, and it is the only part of this article that reliably pays for itself.
Sources
- U.S. Bureau of Labor Statistics, Employer Costs for Employee Compensation — June 2026, released 9 September 2026: https://www.bls.gov/news.release/ecec.nr0.htm
- U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics, May 2025, national median hourly wages by occupation: https://www.bls.gov/oes/2025/may/oes_stru.htm
- Individual occupation profiles used for the table, e.g. Software Developers https://www.bls.gov/oes/2025/may/oes151252.htm and Customer Service Representatives https://www.bls.gov/oes/2025/may/oes434051.htm
- Ratio 1.4287 = $46.89 ÷ $32.82, computed from the ECEC June 2026 release above.
Related reading on this site: how to evaluate an AI tool before you trust it, why the $20 subscription is the most mispriced product in software, the full subscription cost comparison for 2026, and the buyer’s arithmetic for building versus buying an agent.
Independent technology writer focused on artificial intelligence, emerging technologies, and digital innovation. Covers AI applications in sports, productivity, and online business.




















































Footbillion
November 14, 2026 at 4:37 am
The shift from unsupported revenue claims to a transparent break-even calculation is useful. One distinction worth adding is that saved employee minutes are not automatically a cash saving: they may instead create capacity. A column or example accounting for review time and rework would make the subscription break-even test more realistic without changing the clear arithmetic.