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Robô ou humano?

Crop spraying

Ground rig or crop duster (custom hire) vs Spray drone (hire, or buy and fly)

Estimativas modeladas pela Whirrwork, não fatos. Metodologia · Histórico de acertos

Humano · Por anoUS$ 17.400Ground rig (custom hire)
Robô · Por anoUS$ 22.121Buy a spray drone and fly it
Prazo de retorno62 meses
Ano da viradadepois de 2035 (2031–depois de 2035)Base-case year (earliest to latest across scenarios)

On these numbers people are clearly cheaper. The robot would sit idle most of the time; it pays off at higher volume or longer hours. Payback is longer than three years, which is longer than many robot contracts and some robot companies.

Estados Unidos · USD · BLS OEWS May 2025 national medians by SOC occupation

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Volume de trabalho
Premissa

Acres sprayed per year (all passes).

Premissa

Flying hours per spray day.

Premissa

Spray days per month, averaged.

Premissa

Volume is annual.

Pessoas

BLS OEWS May 2025 national median hourly wage, SOC 45-2091.

Wages and salaries were 70.0% of total employer compensation cost for private industry workers in June 2026 (ECEC), so total cost = wage / 0.70.

Nominal 4.4% a year, 2015-2025 (ILOSTAT hourly earnings).

Preços

Iowa 2025 average custom rate, self-propelled ground broadcast spraying ($5-$15).

Iowa 2025 average custom aerial application ($9-$16).

US average custom drone spray rate, 2025 (down from $21 in 2024).

Robô
Premissa

Acres per drone-hour in practice, including refills and moves. Spec sheets quote more.

DJI Agras T50 spray-ready package (aircraft alone from $19,999).

Premissa

Extra batteries, generator, mixing trailer, certification (FAA Part 137 in the US) and insurance.

Premissa

Yearly repairs and battery replacement, share of price.

Premissa

Useful life in years.

Premissa

Share of spray hours flyable (wind, rain).

Premissa

Work lost to faults.

Premissa

Acres a drone cannot do well (very large flat fields at high volume rates).

Premissa

Crew minutes per drone-hour: pilot plus a mixer/visual observer.

Premissa

Generator or grid energy per drone-hour (kWh).

Premissa

Electricity price per kWh (USD). Check your bill; energy is rarely a big line.

Finanças
Premissa

Annual financing / discount rate. Nobody publishes yours; 8% is a round mid-2026 commercial borrowing guess.

Premissa

Years in the NPV comparison.

Premissa

Share of a human service price that is labour (rises with wages). Used to escalate and to adjust US service prices to other countries.

Premissa

Share of a robot service price that is labour (pilot, technician). The rest is equipment, which learning curves make cheaper.

Premissa

Share of a lease or RaaS fee that pays for hardware (learns down). The rest is service and support (moves with wages).

Download these results (CSV)

Resultados

OpçãoPor mêsPor anoPer unit (acre)Investimento inicialPrazo de retornoBreak-even utilisation5-year NPV vs baseline
Humano Ground rig (custom hire) Referência US$ 1.450US$ 17.400US$ 8,70— — — —
Humano Crop duster (custom hire) US$ 1.975US$ 23.700US$ 11,85— nunca — -US$ 27.192
Robô Drone spraying service US$ 2.131US$ 25.570US$ 12,78— nunca — -US$ 33.565
Robô Buy a spray drone and fly it US$ 1.843US$ 22.121US$ 11,06US$ 43.500 62 meses 16%
Utilisation 11%
-US$ 14.154

What moves the answer most

Each bar shows the 5-year NPV of the best robot option when one input moves to the low or high end of its range, with the rest held at your values.

5-year NPV vs baseline: Buy a spray drone and fly it5-year NPV vs baseline: Buy a spray drone and fly itWorkloadlow value: 300 → -US$ 56.087high value: 10000 → US$ 183.176Ground riglow value: 5 → -US$ 43.587high value: 15 → US$ 35.961Robot purchase pricelow value: 19999 → US$ 4.644high value: 40000 → -US$ 28.048Robot output per hourlow value: 12 → -US$ 35.685high value: 40 → -US$ 6.701Useful life or contractlow value: 3 → -US$ 24.864high value: 6 → -US$ 3.590Integration and setuplow value: 5000 → -US$ 7.154high value: 25000 → -US$ 27.154Maintenance per yearlow value: 0.05 → -US$ 7.681high value: 0.2 → -US$ 27.100Supervisionlow value: 60 → -US$ 4.451high value: 180 → -US$ 23.857Work that stays humanlow value: 0 → -US$ 11.558high value: 0.3 → -US$ 27.136-US$ 14.154low valuehigh valueSource: Whirrwork Robot-or-Human model v1.0.0 (whirrwork.com/tools/robot-vs-human/ag-spraying/). Modelled estimate, not a fact.

Cost per unit to 2035

Real terms (today's money). Robot hardware follows Wright's law; wages follow each country's history. Shaded band: robots-slow to robots-fast scenarios. Estimativas modeladas pela Whirrwork, não fatos.

ChartCusto humano por unidade (Base), Custo do robô por unidade (Base), Custo do robô por unidade (Robôs: avanço rápido), Custo do robô por unidade (Robôs: avanço lento). Source: Whirrwork Robot-or-Human model v1.0.0 (whirrwork.com/tools/robot-vs-human/ag-spraying/). Modelled estimate, not a fact.US$ 0,00US$ 2,50US$ 5,00US$ 7,50US$ 10,002026202720282029203020312032203320342035USD / acrescenario rangeCusto humano por unidade (Base)Custo do robô por unidade (Base)Custo do robô por unidade (Robôs:…Custo do robô por unidade (Robôs:…Source: Whirrwork Robot-or-Human model v1.0.0 (whirrwork.com/tools/robot-vs-human/ag-spraying/). Modelled estimate, not…

Ano da virada: depois de 2035 (2031–depois de 2035)

What the spreadsheet misses

Segurança
No crushed crop or soil compaction; operators are near the chemical when mixing, as with any method.
Qualidade
Good on small, wet or irregular fields; ground rigs win on huge flat fields at high water volumes.
Flexibilidade
Drones fly when fields are too wet for a rig.
Edge cases
Drift, label rates and tank size limit what a drone can apply.
Customer experience
Neighbours notice less noise than a crop duster.
Jobs and redeployment
Creates operator jobs; custom applicators often add drones to their fleets.
Regulamentação
US needs FAA Part 107 plus Part 137 and a 44807 exemption for heavy drones, and state pesticide licences; other countries differ.

Relacionados

Fontes desta página

As notas e as fontes estão em inglês; a versão em inglês é a referência.

  1. 2025 Iowa Farm Custom Rate Survey: self-propelled ground broadcast spraying $8.70/acre average; aerial application $11.85/acre average (materials excluded) Iowa State University Extension and Outreach, 2025
  2. 2025 ASDC Impact Survey: US average custom drone spray rate $13/acre (down from $21 in 2024) American Spray Drone Coalition, 2026-01
  3. DJI Agras T50 from $19,999; spray-ready package $31,500 Southeast Drone Solutions (dealer), 2026-10 · vendor
  4. Occupational Employment and Wage Statistics, May 2025 (median hourly wage by occupation) U.S. Bureau of Labor Statistics, 2025-05
  5. Employer Costs for Employee Compensation, June 2026: wages and salaries 70.0% of private-industry compensation (series CMU2020000000000P) U.S. Bureau of Labor Statistics, 2026-06
  6. Mean nominal hourly earnings of employees by sex and occupation (ISCO-08), DF_EAR_EHRA_SEX_OCU_CUR_NB ILOSTAT (International Labour Organization), from national labour force and earnings surveys, 2025
  7. Labour cost levels by NACE Rev. 2 activity (lc_lci_lev): Germany 2022-2025, total labour cost vs wages and salaries per hour Eurostat, 2025
  8. Rates and thresholds for employers 2025 to 2026 (employer Class 1 NIC 15% above £5,000) HM Revenue & Customs, 2025-04-06
  9. 令和6年賃金構造基本統計調査 (Basic Survey on Wage Structure 2024), table 1 by occupation Ministry of Health, Labour and Welfare, Japan (via e-Stat), 2024-06
  10. Average monthly earnings of employees by sex and economic activity, DF_EAR_EMTA_SEX_ECO_CUR_NB ILOSTAT (International Labour Organization), 2022
  11. Average annual wage of employed persons in urban units in 2024 (by position and by region) National Bureau of Statistics of China, 2025-05-20
  12. Outsourced drone spraying in Brazil: BRL 60-150 per hectare Planon Ambiental, 2026-10 · vendor
  13. Drone fumigation in Mexico: MXN 300-800 per hectare, application only EAVision México, 2026-10 · vendor
  14. Euro foreign exchange reference rates (cross rates to USD), via Frankfurter European Central Bank, 2026-10-23
  15. Wright, T. P. (1936). Factors affecting the cost of airplanes. Journal of the Aeronautical Sciences, 3(4), 122-128 Journal of the Aeronautical Sciences, 1936
  16. Nagy, B., Farmer, J. D., Bui, Q. M., & Trancik, J. E. (2013). Statistical basis for predicting technological progress. PLoS ONE, 8(2), e52669 (62 technologies; Wright's law among the best hindcasters; errors grow with horizon) PLoS ONE, 2013