Item comparison

  • Photo description: A plate of seasoned ground beef mixed with diced sweet potato and a small amount of avocado.
  • Analysis services used: Local, Claude CLI, Codex CLI

Macro comparison

Metric Local Claude CLI Codex CLI Aggregate
Calories (kcal) 412 362 395 390
Protein (g) 33 28 32 31
Carbohydrate (g) 18 21 22 20.3
Fat (g) 22 19 19 20
Confidence moderate moderate moderate derived
Status ok ok ok 3 services

Service notes

Field Local Claude CLI Codex CLI
Food description Seasoned ground beef
Sweet potato
Avocado
Seasoned ground beef
Diced sweet potato
Avocado (small amount)
Ground beef
Sweet potato
Avocado
Portion summary Seasoned ground beef: 130 g
Sweet potato: 80 g
Avocado: 20 g
Seasoned ground beef: 310 kcal, 32 g protein, 0 g carbohydrate, 19 g fat
Sweet potato: 70 kcal, 1 g protein, 16 g carbohydrate, 0 g fat
Avocado: 32 kcal, 0 g protein, 2 g carbohydrate, 3 g fat
Ground beef (cooked): ~120g
Sweet potato (cooked, diced): ~90g
Avocado: ~20g
Ground beef (cooked, ~85% lean, 120g): 250 kcal, 26g protein, 0g carbohydrate, 16g fat
Sweet potato (cooked, 90g): 80 kcal, 1.5g protein, 19g carbohydrate, 0g fat
Avocado (20g): 32 kcal, 0.5g protein, 2g carbohydrate, 3g fat
Ground beef: 120 g
Sweet potato: 95 g
Avocado: 15 g
Assumptions The 230 g refers to the full mixed portion, not beef alone
The beef is moderately lean cooked ground beef
A small amount of cooking fat is present but not enough to materially change the estimate
The avocado portion is small, roughly a few pieces
230g is the total plated weight of all items combined
Beef is medium-lean ground beef (~85% lean), cooked weight
Approximate split is ~52% beef, ~39% sweet potato, ~9% avocado by weight, based on visual proportion in the photo
Sweet potato was cooked with the beef (pan-fried/sautéed) with minimal added oil
No significant added cooking oil beyond what rendered from the beef
The stated 230 g refers to the total plated portion.
The beef is assumed to be cooked lean ground beef, roughly 90% lean after cooking.
Onion and seasoning are treated as minor contributors and effectively included within the sweet potato/beef estimate.
Macro-derived energy is about 390 kcal, which is broadly consistent with the 395 kcal estimate.
Uncertainty notes Higher-fat beef or added cooking oil could raise calories and fat materially
If the sweet potato portion is larger than estimated, carbohydrate and calories would be higher
The fat content of the beef could vary meaningfully depending on lean percentage (80% vs 90% lean would shift fat by ±5g and calories by ±45 kcal)
The beef-to-sweet-potato ratio is estimated visually; if more sweet potato is present, protein would be lower and carbohydrate higher
If cooking oil was added, fat and calories would increase
The main uncertainty is the beef fat percentage and how much cooking oil was used; that could shift the total by roughly 40-80 kcal and a few grams of fat.
Raw-output reference local.md claude-cli.md codex-cli.md

Aggregate estimate

  • Calories: 390 kcal
  • Protein: 31 g
  • Carbohydrate: 20.3 g
  • Fat: 20 g
  • Aggregate method: simple mean across 3 successful service(s)