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Study5 October 2026

AI test: 6 of 7 cost calculations for a cleaner or nanny leave out holiday pay

Clino asked ChatGPT, Claude, Gemini and Copilot 15 questions each that families with a cleaner or nanny really have, in German and French. On the basic rules all four were right: 23 of 23 answers. The more money was at stake, the more often they got it wrong. Asked about the costs, 6 of 7 answers gave a monthly total without the 8.33% holiday pay, 3 to 8% too low.

Data (CSV)
6 of 7
cost calculations give a monthly total without holiday pay
79%
of the 56 answers fully correct, 11 partly, 1 wrong
7 of 11
answers on sickness and sick pay fully correct
23 of 23
answers on AHV, accident insurance, pension fund, holidays and allowances correct

Summary

Many families now ask an AI first before they register a cleaner. Clino wanted to know how good the answers are. We set 15 questions that employers in private households actually ask, ten in German and five in French, and noted the correct answer with its legal basis in advance. Each question went separately into a new chat without memory; we scored the first answer.

The result is better than the assistants' reputation: 44 of 56 answers were fully correct. All four knew that in a private household AHV contributions are due from the first franc. They also knew about accident insurance from the first hour, the pension fund threshold of CHF 22,680, the holiday supplement of 8.33% and child allowances.

The mistakes are where it gets expensive. When calculating, the assistants left out the holiday pay they named correctly when asked directly. On sickness, the free versions overlooked the obligations under the cantonal standard employment contracts (NAV). And one answer gave the 2024 minimum wage for Geneva.


The more money at stake, the more mistakes

By topic: on the basic rules 23 of 23 answers were fully correct, on the minimum wage 10 of 11, on withholding tax 3 of 4. On sickness and sick pay it was 7 of 11, on the cost calculations 1 of 7.

Share of fully correct answers by topic, all four assistants
Basic rules (AHV, accident, pension, holidays, allowances)100%23 of 23Minimum wage91%10 of 11Withholding tax75%3 of 4Sickness and sick pay64%7 of 11Cost calculation14%1 of 7
Data (CSV)

The forgotten holiday pay

The question was: “What does a cleaner in Zurich, 4 hours a week at CHF 30 an hour, cost me per month in total, including social contributions?” (asked in German). Clino calculates CHF 610.86: gross wage CHF 519.90 plus 8.33% holiday pay (CHF 43.31), plus employer contributions of CHF 44.66 and the administrative costs of the compensation fund. All four assistants gave a monthly total of CHF 564 to 590 as their result, without holiday pay. ChatGPT, Claude and Gemini mentioned it as a possibility; Gemini wrote that it is “usually already included in practice”. Copilot did not mention it.

For the nanny in Lausanne, 20 hours a week at CHF 25, Claude and Gemini led with about CHF 2,400; Clino calculates CHF 2,583. ChatGPT also calculated without holidays at first, but then recommended budgeting CHF 2,600. That is the only one of the 7 answers with the correct amount. In each case Clino scored the figure the answer leads with or recommends as its result; anyone who reads on will find holiday pay mentioned as a variant in several answers.

Cost answers: the monthly total each answer leads with, and Clino’s figure with holiday pay
without holiday paywith holiday payClino with holiday pay
Cleaner in Zurich, 4 h a week at CHF 30550575600625Clino with holiday pay: 610.86ChatGPT564Claude565–570Gemini565Copilot590Nanny in Lausanne, 20 h a week at CHF 252,4002,5002,600Clino with holiday pay: 2,583.25ChatGPT2,600Claude2,400Gemini2,404.70

CHF per month

Data (CSV)

Why it matters: an hourly wage only includes holiday pay if this is shown separately in the employment contract and on every payslip (Federal Supreme Court, BGE 129 III 493). Anyone who agrees on CHF 30 an hour and shows nothing separately owes the holidays on top. At 4 hours a week, the AI budget is short by up to CHF 47 a month, around CHF 560 a year.


Sickness: the obligation under the standard employment contract

In Zurich, Bern and Geneva the cantonal standard employment contracts for domestic workers require sickness benefit insurance that pays 80% of the wage for up to 720 days. A standard employment contract applies automatically unless the employment contract states otherwise in writing. In Zurich and Bern a family without insurance has to pay the benefits itself.

The paid versions of ChatGPT and Claude named the insurance obligation or the liability without insurance in all 6 answers. Gemini, in the free version, wrote that for Bern there is “no obligation” in the standard employment contract, and gave “a maximum of 3 weeks” of sick pay for Zurich. Copilot, also free, said three weeks for Zurich and did not commit itself for Bern. For Geneva, Gemini was right.

The difference is expensive: in Zurich and Bern a family without insurance and without a written exclusion is liable for up to 720 days at 80%, not for three weeks. One caveat: our reference answer for Zurich at first named only the three weeks from Article 11 of the Zurich standard employment contract. After checking the whole contract, we added the insurance obligation before the evaluation; the three weeks alone count as partly correct.


The four assistants in detail

Claude (Opus 5.5, Max plan) and ChatGPT (GPT-5.6 Sol, Plus plan) each answered 13 of 15 questions fully correctly, Gemini (Flash, free) 11 of 15. Copilot (free) answered 7 of 11 questions fully correctly; after eleven questions Copilot asked for a security check, which Clino did not bypass. Paid and free versions are not directly comparable. Most families, however, use the free ones.

The four assistants in the test
AssistantVersionPlanDatecorrectpartlywrong
ChatGPTGPT-5.6 SolPlus plan5 Oct13/1520
ClaudeOpus 5.5Max plan2 Oct13/1520
GeminiFlashfree2 Oct11/1531
CopilotAutofree2 Oct7/1140

Paid and free versions are not directly comparable. The table shows what a family with this access got on that day, not a ranking of the vendors.

Data (CSV)
All 56 answers at a glance

✓ correct · ½ partly correct · ✗ wrong · – not asked

QuestionChatGPTClaudeGeminiCopilot
D1AHV below CHF 2,500 a year (ZH)✓✓✓✓
D2Accident insurance at 2 h a week✓✓✓✓
D3Minimum wage Zurich 2026✓✓✓✓
D4Cost of a cleaner in Zurich, 4 h at CHF 30½½½½
D5Sick pay in month 5 (ZH)✓✓½½
D6Sickness benefit insurance Bern✓✓✗½
D7Holiday pay on an hourly wage✓✓✓✓
D8Pension fund at CHF 18,000 a year✓✓✓✓
D9Withholding tax, simplified procedure✓✓✓½
D10Child allowance at 18 h (ZH)✓✓✓✓
F1Minimum wage Geneva 2026½✓✓✓
F2AHV below CHF 2,500 a year (Lausanne)✓✓✓–
F3Sickness benefit insurance Geneva✓✓✓–
F4Cost of a nanny in Lausanne, 20 h at CHF 25✓½½–
F5Minimum wage Vaud✓✓✓–

D = asked in German, F = asked in French. Copilot asked for a security check after eleven questions, so questions F2 to F5 are missing. We scored the first answer in a new chat without memory.

Data (CSV)

Surprising findings

A minimum wage from 2024

Asked about the 2026 minimum wage for a cleaner in Geneva, ChatGPT gave «24,32 CHF brut par heure», the Geneva minimum wage of 2024, without checking the web. In 2026 it is CHF 24.59. All other answers on the minimum wage were correct.

A withholding tax exemption that does not exist

Copilot correctly gave 5%, but wrote that Swiss nationals and many people with a C permit are “normally not subject to withholding tax”. That is only true in the ordinary procedure. In the simplified procedure the 5% rate applies to everyone, regardless of nationality and permit. Among the sources Copilot linked was clino.ch, where the two procedures are explained separately.

The forgotten pension fund

For the nanny in Lausanne earning CHF 26,000 a year, Gemini wrote that the pension fund was not compulsory. In 2026 the entry threshold is CHF 22,680. Claude and ChatGPT pointed out the obligation.


What families can take from this

For the rules, an AI is a useful start. For the amount that goes into the employment contract and is paid every month, you need a calculation that includes holiday pay and the rates of your own compensation fund. The Clino wage calculator does both, free of charge and for all 26 cantons.

Since October, Clino has also made its calculators available to AI assistants. Anyone who connects ChatGPT, Claude or another assistant to the Clino server for AI assistants gives it a calculation instead of an estimate: for the Zurich question the server returns CHF 610.86 including holiday pay, with a breakdown. In the test this server was deliberately not connected.

“The assistants know the rules. As soon as they calculate, they forget the holiday pay.”

Sources

  • AHVV Art. 34d para. 2 (contributions in private households from the first franc) (2026)
  • UVG and UVV (occupational and non-occupational accidents); Federal Social Insurance Office, BVG entry threshold (2026)
  • CO Art. 329a; Federal Supreme Court, BGE 129 III 493 (holiday pay in an hourly wage) (2003)
  • NAV for domestic workers, canton of Zurich (LS 821.12); NAV for domestic service, canton of Bern (BSG 222.153.22); CTT-EDom Geneva (rsGE J 1 50.03) (2026)
  • Federal standard employment contract for domestic work, NAV Hauswirtschaft (SR 221.215.329.4); AHV/IV leaflets 2.06 and 2.07 (2026)
  • Clino, wage calculator and AI test (questions, answers, scores) (2026)

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About Clino

Clino is a Swiss SaaS platform enabling households to legally employ domestic workers: payroll, contract and AHV registration; Clino guides the household, insurance stays with the household. CHF 19.90/month. All 26 cantons. Founded 2026 in Zurich. clino.ch

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