Item comparison

• Photo description: One piece of toast with pb and honey
• Analysis services used: Local, Claude CLI, Codex CLI

Macro comparison

Metric	Local	Claude CLI	Codex CLI	Aggregate
Calories (kcal)	230	200	215	215
Protein (g)	7	7	7	7
Carbohydrate (g)	32	25	28	28.3
Fat (g)	9	9	9	9
Confidence	moderate	moderate	moderate	derived
Status	ok	ok	ok	3 services

Service notes

Field	Local	Claude CLI	Codex CLI
Food description	Toast with peanut butter and honey	Toast (1 slice of bread, toasted) Peanut butter Honey	Toast with peanut butter and honey
Portion summary	Toast with peanut butter and honey: 1 slice, approximately 65 g total	Toast: 1 standard slice (~30 g bread) Peanut butter: moderate spread (~15 g) Honey: light drizzle (~10 g) Toast: 80 kcal, 3 g protein, 14 g carbohydrate, 1 g fat Peanut butter: 90 kcal, 4 g protein, 3 g carbohydrate, 8 g fat Honey: 30 kcal, 0 g protein, 8 g carbohydrate, 0 g fat	Toast: 35 g bread Peanut butter: 16 g Honey: 10 g
Assumptions	Assumed 1 standard slice of toast, approximately 35 g Assumed peanut butter portion of approximately 16 g Assumed honey portion of approximately 15 g Calorie total is broadly consistent with the macro estimate using standard 4/4/9 conversion factors	Standard white or wholemeal sandwich bread (~30 g per slice) Peanut butter spread is a moderate layer (~15 g), not a thick or thin application Honey is a light drizzle (~10 g), not a heavy pour No butter or margarine used in addition to the peanut butter	One standard slice of toast was used Peanut butter layer was moderate, about 16 g Honey drizzle was modest, about 10 g Calories are broadly consistent with 4/4/9 macro conversion factors
Uncertainty notes	The main uncertainty is the amount of peanut butter and honey used. A heavier spread could increase the total materially. Bread type and slice size could also shift the estimate.	Bread type and slice size could shift calories by ±30 kcal; a thick-cut or artisan slice could weigh 40–50 g Peanut butter amount is the largest variable — a generous spread (~30 g) would roughly double its contribution If butter was also used under the peanut butter, add ~35 kcal and ~4 g fat	Amount of peanut butter and honey could materially change the estimate.
Raw-output reference	local.md	claude-cli.md	codex-cli.md

Aggregate estimate

• Calories: 215 kcal
• Protein: 7 g
• Carbohydrate: 28.3 g
• Fat: 9 g
• Aggregate method: simple mean across 3 successful service(s)