Item comparison

  • Photo description: For dinner last night I had some pho with sliced beef
  • Analysis services used: Local, Claude CLI, Codex CLI

Macro comparison

Metric Local Claude CLI Codex CLI Aggregate
Calories (kcal) 480 480 500 487
Protein (g) 32 32 34 32.7
Carbohydrate (g) 56 52 67 58.3
Fat (g) 11 14 11 12
Confidence moderate moderate moderate derived
Status ok ok ok 3 services

Service notes

Field Local Claude CLI Codex CLI
Food description Pho (Vietnamese beef noodle soup) with sliced beef Pho with sliced beef (phở bò tái) Pho with sliced beef
Portion summary Pho broth: ~600 mL
Rice noodles: ~150 g cooked
Sliced beef (e.g. eye round or brisket): ~100 g
Typical garnishes (bean sprouts, herbs, green onion): ~30 g combined
Rice noodles (bánh phở): ~200 g cooked
Beef broth: ~500 mL
Sliced beef (tái): ~100 g raw weight
Accompaniments (bean sprouts, herbs, onion, scallion): ~50 g
Rice noodles: 220 g cooked
Sliced beef: 85 g cooked or near-cooked weight
Broth: 500 mL
Bean sprouts, herbs, onion, and garnish: 50 g
Assumptions Standard restaurant-sized bowl (900 mL total volume)
Broth is beef-based, lightly fatty, approximately 20 kcal per 100 mL
Rice noodles cooked weight
150 g, approximately 175 kcal
Sliced beef is lean, cooked weight ~100 g, approximately 180 kcal
Garnishes contribute minimal calories (~15 kcal)
No added sauces such as hoisin or sriracha included; these would add calories if used
Standard restaurant-sized bowl (750–800 mL total volume)
Broth is beef-based with moderate fat content (
5 g fat from broth)
Approximately 100 g thinly sliced raw beef (cooks in broth)
Standard portion of flat rice noodles (~200 g cooked)
No added hoisin or sriracha included in estimate
Assumed a typical restaurant-style serving of beef pho
Assumed no extra hoisin sauce, chili oil, or added fried items
Assumed a moderate amount of sliced beef and a standard rice noodle portion
Uncertainty notes Restaurant portion sizes vary significantly; a larger bowl could increase calories by 150-200 kcal
Beef type and quantity are unknown; fatty cuts such as brisket or tendon would increase fat and calorie totals
Broth richness varies; a bone-broth-heavy pho could add meaningful fat calories
Added condiments (hoisin sauce, sriracha, chili oil) not accounted for
Bowl size can vary significantly between restaurants; a large bowl could add 30–50% more noodles and beef, pushing calories to 600–700 kcal
If fatty beef cuts (e.g. brisket/flank combination) were used instead of lean sliced beef, fat could increase by 5–10 g
Condiment additions (hoisin sauce, sriracha) would add 20–40 kcal
The estimate could change materially if the serving was especially large or small, if extra sauce was added, or if the broth was richer than typical.
Raw-output reference local.md claude-cli.md codex-cli.md

Aggregate estimate

  • Calories: 487 kcal
  • Protein: 32.7 g
  • Carbohydrate: 58.3 g
  • Fat: 12 g
  • Aggregate method: simple mean across 3 successful service(s)