Item comparison

  • Photo description: Burger with fries, reported as yesterday dinner. Photo was attached in the inbound message but was not directly accessible in this isolated runtime, so analysis is based on the athlete text and the reported meal type.
  • Analysis services used: Local, Claude CLI, Codex CLI

Macro comparison

Metric Local Claude CLI Codex CLI Aggregate
Calories (kcal) 1100 950 1120 1057
Protein (g) 35 35 40 36.7
Carbohydrate (g) 105 88 110 101
Fat (g) 60 50 61 57
Confidence low low low derived
Status ok ok ok 3 services

Service notes

Field Local Claude CLI Codex CLI
Food description Burger
Fries
Burger (beef patty with bun and typical toppings)
Fries (side portion)
Burger
Fries
Portion summary Burger: 1 burger, approximately 250 g
Fries: approximately 150 g
Burger: one standard beef patty (~150 g cooked) on a bun (~70 g) with typical toppings (lettuce, tomato, onion, sauce, cheese slice)
Fries: standard side portion (~150 g cooked)
Burger: 550 kcal, 30 g protein, 40 g carbohydrate, 30 g fat
Fries: 400 kcal, 5 g protein, 48 g carbohydrate, 20 g fat
Burger: 250 g
Fries: 150 g
Assumptions Burger assumed to be a standard restaurant-style beef burger with bun and typical condiments
Fries assumed to be a medium restaurant serving
No cheese, bacon, extra sauces, or double patty were specifically confirmed
Macro-derived energy is broadly consistent with the calorie estimate
Standard single-patty cheeseburger with bun, lettuce, tomato, onion, and sauce
Cheese assumed to be one standard slice (~20 g)
Fries assumed to be a standard restaurant side (~150 g), deep-fried
No additional sauces, drinks, or sides beyond what was described
Photo was not accessible, so portion size could not be visually confirmed
Assumed a typical restaurant-style burger with bun, beef patty, cheese or sauce, and standard toppings
Assumed a medium serving of fried potatoes
Macro-derived calories are broadly consistent with the estimated total
Uncertainty notes The largest sources of uncertainty are burger size, patty size, presence of cheese or sauce, and the actual fry portion. A larger cheeseburger with sauce or a heavier fry serving could materially increase the estimate. Burger size is the largest variable: a double patty or larger premium burger could add 250–400 kcal. A smash burger or fast-food style burger could be smaller. Fries portion could range from ~100 g to ~250 g depending on venue, which would shift total calories by ±200 kcal. Without the photo, these estimates rely entirely on typical serving assumptions. Portion size, patty size, cheese, sauces, and fry quantity could materially change the estimate.
Raw-output reference local.md claude-cli.md codex-cli.md

Aggregate estimate

  • Calories: 1057 kcal
  • Protein: 36.7 g
  • Carbohydrate: 101 g
  • Fat: 57 g
  • Aggregate method: simple mean across 3 successful service(s)