Item comparison

  • Photo description: oatmeal and coffee
  • Analysis services used: Local, Claude CLI, Codex CLI

Macro comparison

Metric Local Claude CLI Codex CLI Aggregate
Calories (kcal) 193 305 162 220
Protein (g) 6.8 10 6 7.6
Carbohydrate (g) 32 54 28 38
Fat (g) 3.5 5 3 3.8
Confidence low moderate moderate derived
Status ok ok ok 3 services

Service notes

Field Local Claude CLI Codex CLI
Food description Oatmeal
Coffee
Oatmeal (plain, cooked)
Coffee (black)
Oatmeal
Coffee
Portion summary Oatmeal: 50 g dry rolled oats, prepared with water
Coffee: 250 mL brewed black coffee
Oatmeal: ~350 g cooked (made from ~80 g dry rolled oats)
Coffee: ~250 mL black
Oatmeal: 300 kcal, 10 g protein, 54 g carbohydrate, 5 g fat
Coffee (black): 5 kcal, 0 g protein, 0 g carbohydrate, 0 g fat
Oatmeal: 250 g cooked
Coffee: 250 mL
Oatmeal: 160 kcal, 6 g protein, 28 g carbohydrate, 3 g fat
Coffee: 2 kcal, 0 g protein, 0 g carbohydrate, 0 g fat
Assumptions Oatmeal was a plain serving made from rolled oats with water
Coffee was black, with no milk, cream, or sugar
No toppings such as fruit, honey, butter, nut butter, or seeds were included
Oatmeal is plain cooked rolled oats with water, no added sugar, butter, milk, or toppings
Standard single-serving portion (~80 g dry oats)
Coffee is black with no milk, cream, or sugar added
Standard mug size (~250 mL)
Oatmeal is plain cooked oats made with water
Coffee is black and unsweetened
Portion sizes were estimated as a common single serving
Uncertainty notes Added milk, sugar, cream, or toppings in the oatmeal or coffee could increase calories and carbohydrate or fat substantially If oatmeal includes milk, butter, sugar, honey, fruit, or nuts, calories and macros could increase substantially (potentially 150–300+ kcal more). If coffee includes milk or sugar, add approximately 20–80 kcal per addition. Without seeing the items, preparation method is the largest source of unc... Calories and macros could be materially higher if the oatmeal included milk, sugar, honey, nuts, fruit, or butter, or if the coffee included milk, cream, or sugar
Raw-output reference local.md claude-cli.md codex-cli.md

Aggregate estimate

  • Calories: 220 kcal
  • Protein: 7.6 g
  • Carbohydrate: 38 g
  • Fat: 3.8 g
  • Aggregate method: simple mean across 3 successful service(s)