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  • Photo description: I just drank a flat white with almond milk
  • Analysis services used: Local, Claude CLI

Macro comparison

Metric Local Claude CLI Aggregate
Calories (kcal) 30 50 40
Protein (g) 1 1 1
Carbohydrate (g) 2 4 3
Fat (g) 2 3 2.5
Confidence moderate moderate derived
Status ok ok 2 services

Service notes

Field Local Claude CLI
Food description Flat white with almond milk Flat white with almond milk
Portion summary Flat white with almond milk: approximately 180 mL total (standard small flat white), comprising ~30 mL espresso and ~150 mL steamed almond milk Flat white with almond milk: ~170 mL total (approximately 30 mL espresso, 140 mL steamed almond milk)
Assumptions Standard cafe flat white served in a 150-180 mL cup
Unsweetened almond milk used, which is typical in cafes unless otherwise specified
Approximately 150 mL of almond milk steamed (unsweetened almond milk: ~13-15 kcal per 100 mL)
Espresso contributes negligible macros (5 kcal, trace protein, trace carbohydrate, trace fat)
No added sugar, syrups, or flavourings
Almond milk values based on standard commercial unsweetened almond milk (13 kcal, 0.5 g protein, 0.5 g carbohydrate, 1.1 g fat per 100 mL)		 Standard café-sized flat white (170 mL serving)
Unsweetened almond milk (barista-style, 13 kcal per 100 mL)
Approximately 140 mL of almond milk used
No added sugar or syrup
Espresso contributes negligible calories (~2 kcal per shot)
Uncertainty notes Sweetened almond milk would add approximately 5-10 g carbohydrate and 20-40 kcal
Barista-style almond milk (common in cafes) is slightly higher in calories than standard unsweetened, approximately 20-25 kcal per 100 mL, which would raise the total to approximately 35-45 kcal
Cup size varies by cafe; a large flat white could use up to 220 mL of almond milk, increasing all values proportionally		 If sweetened almond milk was used, carbohydrates and calories could increase by 20–40 kcal. If a larger cup size was used (e.g., 240 mL takeaway), calories could reach 60–70 kcal. Brand of almond milk can vary significantly in fat and sugar content.
Raw-output reference local.md claude-cli.md

Aggregate estimate

  • Calories: 40 kcal
  • Protein: 1 g
  • Carbohydrate: 3 g
  • Fat: 2.5 g
  • Aggregate method: simple mean across 2 successful service(s)