Calculating metabolisable energy (ME) for pet food: methods and pitfalls

Every nutrient in a pet food is judged against its energy content, so the calorie number is the foundation of the whole formula. This is how our team calculates metabolisable energy — and why we analyse before we calculate.

PNL
Guires PNL InsightsWritten by the nutrition science and regulatory teams
Reviewed byGuires PNL scientific team
Published29 Sep 2026
Last checked29 Sep 2026
Reading time6 minutes
Key takeaways
  • Nutrient profiles are set per 1000 kcal of metabolisable energy (ME), so energy errors distort every nutrient check.
  • Markets specify different calculation methods; we use the one each market requires.
  • Standard equations can misjudge modern foods — errors of 8–12% have been reported for wet foods.
  • We calculate energy from analysed values; we do not measure ME in feeding studies or by bomb calorimetry.
EvidenceGoodRated by the Guires Pet Nutrition Lab scientific team
TopicMetabolisable energy (ME)
MethodsModified Atwater; NRC 2006 equations
Why it mattersNutrient balance, feeding guides, label calories

01Why energy comes first

AAFCO and FEDIAF express nutrient requirements per 1000 kcal of metabolisable energy as well as per kilogram of dry matter 1,2. A recipe that looks balanced on a weight basis can fall short once energy is taken into account — a denser, higher-fat food is fed in smaller amounts, so every nutrient has to be more concentrated. That is why our formulation starts with an accurate energy value.

02The calculation methods

MethodHow it worksWhere it is used
Modified Atwater factors3.5 kcal/g for protein and carbohydrate, 8.5 kcal/g for fat, applied to the guaranteed or analysed valuesUS calorie statements (AAFCO)
NRC 2006 equationsGross energy from protein, fat and carbohydrate; digestibility estimated from crude fibre; then urinary losses subtractedRecommended by FEDIAF for Europe and the UK 2
Feeding studiesEnergy measured from intake and faecal and urinary lossesNot offered by Guires Pet Nutrition Lab — we calculate

03Why we analyse before we calculate

Every equation is only as good as the numbers put into it. Book values for ingredients vary with source and season, and processing changes moisture and digestibility. Published comparisons show that standard prediction equations can misjudge modern foods — one analysis of 451 foods reported errors of about 8–12% for wet foods 3,4.

So we calculate energy from analysed proximate values (moisture, protein, fat, fibre, ash) on representative samples, then check the nutrient balance again at the final energy value.

04Our step-by-step process

How we do it

  • Agree the target markets and the energy method each requires.
  • Analyse or source reliable proximate values for each raw material.
  • Calculate ME for the recipe and balance nutrients per 1000 kcal.
  • Analyse the prototype and recalculate energy from real values.
  • Set the calorie statement and feeding guide from the final figure.
  • Recheck after any change of supplier, recipe or process.
Guires Pet Nutrition Lab verdict

The energy value is the foundation of the formula. Calculate it from analysed values, with the method each market requires.

05Questions brands ask

Why not use book values?

Ingredient values vary with source and processing, and standard equations can already misjudge modern foods — errors compound.

Do you measure ME in feeding studies?

No. We calculate energy using the method each market specifies, from analysed values.

Sources

  1. AAFCO dog and cat food nutrient profiles. Source ↗
  2. FEDIAF (2025). Nutritional Guidelines for complete and complementary pet food. Source ↗
  3. Hall JA et al. (2013). PLoS ONE. Source ↗
  4. Vendramini THA et al. (2025). Animals 15(10):1477. Source ↗

Evidence reviewed by the Guires Pet Nutrition Lab scientific team. This article is general information for product developers and is not legal or veterinary advice.

How to cite this article

Choose your referencing style, then copy. Check your university’s, journal’s or regulator’s guide for local variations.

Guires Pet Nutrition Lab. (2026, September 29). Calculating metabolisable energy (ME) for pet food: methods and pitfalls. Guires Pet Nutrition Lab Insights. https://www.petnutritionlab.com/insights/energy-calculation

This article summarises published evidence for product developers. Cite the original sources above for specific findings, and do not reproduce this article as your own work.

Need an accurate calorie statement?

We calculate energy from analysed values and prepare feeding guides for each market.

FEDIAFAAFCO

Every Guires PNL product is formulated to comply with the FEDIAF Nutritional Guidelines and the AAFCO Dog and Cat Food Nutrient Profiles. Neither body issues certificates to manufacturers, so compliance is verified independently against their published standards — and every product comes with a complete documentation package for regulatory submissions in the EU, US, Australia and Asian markets.

How we verify compliance →
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