Recipe Nutrient Matrix Workbench

How to use Recipe Nutrient Matrix Workbench

Label each nutrient column with its unit and enter edible ingredient grams plus its complete numeric profile per 100 grams. Sum exact ingredient contributions. Report batch totals, divide by entered servings and normalize using measured final batch grams without inventing cooking retention.

1. Use the example as the schema; replace its labels and entered model assumptions.
2. Label each nutrient column with its unit and enter edible ingredient grams plus its complete numeric profile per 100 grams. Sum exact ingredient contributions. Report batch totals, divide by entered servings and normalize using measured final batch grams without inventing cooking retention.
3. Calculate, inspect the complete witnesses and limitations, then copy or download the JSON report.

Good to know

• Up to 100 ingredients and 20 nutrient columns. Ingredient grams 0–1,000,000, positive total input weight; profile values 0–1 billion with six places. Servings are positive up to 1 million, and measured final grams positive up to 1 billion.
• All profile cells are required numeric strings. Units are labels, not converted; use the same unit within a nutrient column. No food lookup, portions-to-mass conversion, energy-factor calculation, nutrient-loss estimate, safety/health advice or regulatory label rounding.
• Local calculation with no upload, input persistence or outside lookup. Model JSON is limited to 30,000 characters and 10,000 values. Decimal quantities are strings with up to six places; count fields use plain JSON integers. Exact fractions are capped at 8,192 bits. The complete JSON output is limited to 1,000,000 characters; approximate numbers preserve their stored values. Unsupported states fail explicitly.