Batch Yield and Servings Calculator
Pick what you know: the batch size, the pan cut grid, or the servings you need. A 6-cup batch scooped at 4 tablespoons per portion yields 24 whole servings.
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Batch yield, servings, and portion breakdown
Servings
24 servings
Exact servings
24 servings
Batch
6 cups
Left over after whole servings
0 tbsp
Piece size
not used in this mode
As-purchased (raw) batch
6 cups
Cost per serving
$0.50
Your 6 cups batch divided into 4 tbsp portions makes 24 whole servings with 0 tbsp left over.
Under 21 CFR 101.9(b)(8)(i), a packaged container holds 24 servings. At $12.00 for the batch, each serving costs $0.50.
Portion match: No. 16 scoop / 2 oz ladle (1/4 cup) — 59.15 mL NIST / 60 mL FDA.
Your batch, portion size, or pan dimensions
- edible batch = 6 cups × (100% ÷ 100) = 6 cups (96 tbsp)
- exact servings = 96 tbsp ÷ 4 tbsp = 24 servings
- left over = 96 − (24 × 4) = 0 tbsp; cost = $0.50 per serving
- whole servings = floor(24) = 24 servings
Whole servings versus FDA 21 CFR 101.9(b)(8) container count across portion sizes
Whole servings across USDA cooking and trim yield tiers
Servings for each portion size
For a 6 cup batch, a 1 tbsp portion yields 96 whole servings ($0.13 each), whereas an 8 tbsp portion yields 12 whole servings ($1.00 each).
| Portion size | Exact servings | Whole servings | Left over | Cost / serving |
|---|---|---|---|---|
| 1 | 96 servings | 96 servings | 0 tbsp | $0.13 |
| 2 | 48 servings | 48 servings | 0 tbsp | $0.25 |
| 2.5 | 38.4 servings | 38 servings | 1 tbsp | $0.32 |
| 3 | 32 servings | 32 servings | 0 tbsp | $0.38 |
| 4 (closest to your input) | 24 servings | 24 servings | 0 tbsp | $0.50 |
| 5 | 19.2 servings | 19 servings | 1 tbsp | $0.63 |
| 6 | 16 servings | 16 servings | 0 tbsp | $0.75 |
| 8 | 12 servings | 12 servings | 0 tbsp | $1.00 |
Whole servings, with the portion size down the side and the batch size across the top.
| Portion size by batch size | 2 | 4 | 6 | 8 | 10 | 12 |
|---|---|---|---|---|---|---|
| 1 | 32 servings | 64 servings | 96 servings | 128 servings | 160 servings | 192 servings |
| 2 | 16 servings | 32 servings | 48 servings | 64 servings | 80 servings | 96 servings |
| 2.5 | 12 servings | 25 servings | 38 servings | 51 servings | 64 servings | 76 servings |
| 3 | 10 servings | 21 servings | 32 servings | 42 servings | 53 servings | 64 servings |
| 4 (closest to your input) | 8 servings | 16 servings | 24 servings | 32 servings | 40 servings | 48 servings |
| 5 | 6 servings | 12 servings | 19 servings | 25 servings | 32 servings | 38 servings |
| 6 | 5 servings | 10 servings | 16 servings | 21 servings | 26 servings | 32 servings |
| 8 | 4 servings | 8 servings | 12 servings | 16 servings | 20 servings | 24 servings |
Servings for each batch size
At 4 tbsp per portion, a 2 cup batch makes 8 whole servings and a 12 cup batch makes 48 whole servings.
| Batch size | Exact servings | Whole servings | Left over | Cost / serving |
|---|---|---|---|---|
| 2 | 8 servings | 8 servings | 0 tbsp | $1.50 |
| 3 | 12 servings | 12 servings | 0 tbsp | $1.00 |
| 4 | 16 servings | 16 servings | 0 tbsp | $0.75 |
| 5 | 20 servings | 20 servings | 0 tbsp | $0.60 |
| 6 (closest to your input) | 24 servings | 24 servings | 0 tbsp | $0.50 |
| 8 | 32 servings | 32 servings | 0 tbsp | $0.38 |
| 10 | 40 servings | 40 servings | 0 tbsp | $0.30 |
| 12 | 48 servings | 48 servings | 0 tbsp | $0.25 |
Portion, USDA disher scoop, and pan grid comparison
| Portion / utensil | Exact count | Whole servings | FDA label count | Left over | Cost / serving |
|---|---|---|---|---|---|
| No. 6 (2/3 cup)measure 5.33 fl oz (157.73 mL NIST / 160 mL FDA) | 9 | 9 | 9 | 0 tbsp | $1.33 |
| No. 8 (1/2 cup)measure 4 fl oz (118.29 mL NIST / 120 mL FDA) | 12 | 12 | 12 | 0 tbsp | $1.00 |
| No. 10 (3/8 cup)measure 3 fl oz (88.72 mL NIST / 90 mL FDA) | 16 | 16 | 16 | 0 tbsp | $0.75 |
| No. 12 (1/3 cup)measure 2.67 fl oz (78.86 mL NIST / 80 mL FDA) | 18 | 18 | 18 | 0 tbsp | $0.67 |
| No. 16 (1/4 cup)measure 2 fl oz (59.15 mL NIST / 60 mL FDA) | 24 | 24 | 24 | 0 tbsp | $0.50 |
| No. 20 (3 1/3 tbsp)measure 1.67 fl oz (49.29 mL NIST / 50 mL FDA) | 28.8 | 28 | 29 | 2.67 tbsp | $0.43 |
| No. 24 (2 2/3 tbsp)measure 1.33 fl oz (39.43 mL NIST / 40 mL FDA) | 36 | 36 | 36 | 0 tbsp | $0.33 |
| No. 30 (2 tbsp)measure 1 fl oz (29.57 mL NIST / 30 mL FDA) | 48 | 48 | 48 | 0 tbsp | $0.25 |
| No. 40 (1 2/3 tbsp)measure 0.83 fl oz (24.64 mL NIST / 25 mL FDA) | 57.6 | 57 | 58 | 1 tbsp | $0.21 |
With 6 cups of edible batch, No. 6 (2/3 cup) gives 9 whole servings (9 on an FDA label), while No. 40 (1 2/3 tbsp) gives 57 whole servings.
USDA Food Buying Guide cooking and trim yield comparison (AP vs. EP)
| Edible yield tier | Yield (%) | As purchased (AP) | Edible portion (EP) | Whole servings | Cost / serving |
|---|---|---|---|---|---|
| 100% (No loss)USDA benchmark Finished frosting, batter, or soup as measured | 100 | 6 | 6 | 24 | $0.50 |
| 90% (-10% loss)USDA benchmark Pan, bowl, and utensil transfer allowance | 90 | 6 | 5.4 | 21 | $0.57 |
| 88% (-12% trim)USDA benchmark Fresh mature onions, peeled (1 lb AP = 0.88 lb EP) | 88 | 6 | 5.28 | 21 | $0.57 |
| 84% (-16% trim)USDA benchmark Fresh butternut squash, pared (1 lb AP = 0.84 lb EP) | 84 | 6 | 5.04 | 20 | $0.60 |
| 83% (-17% trim)USDA benchmark Fresh carrots without tops, peeled (1 lb AP = 0.83 lb EP) | 83 | 6 | 4.98 | 19 | $0.63 |
| 75% (-25% cook)USDA benchmark Raw ground beef <= 15% fat, cooked (1 lb AP = 0.75 lb EP) | 75 | 6 | 4.5 | 18 | $0.67 |
| 74% (-26% cook)USDA benchmark Raw ground beef <= 20% fat, cooked (1 lb AP = 0.74 lb EP) | 74 | 6 | 4.44 | 17 | $0.71 |
| 70% (-30% cook)USDA benchmark Raw ground beef <= 30% fat or carrot sticks (1 lb AP = 0.70 lb EP) | 70 | 6 | 4.2 | 16 | $0.75 |
| 64% (-36% trim/cook)USDA benchmark Untrimmed romaine or boneless chuck roast (1 lb AP = 0.64 lb EP) | 64 | 6 | 3.84 | 15 | $0.80 |
At 100% yield the batch provides 24 whole servings, dropping to 18 whole servings at a 75% cooked yield.
How batch yield, portion counting, and pan grids work
A batch feeds as many guests as the whole portions it holds. First, this tool multiplies your batch by the edible yield share. That step gives the ready-to-serve amount after cooking or trimming. Next, it converts that batch into your portion unit and divides by the portion size. Rounding down gives the whole servings, and any partial portion shows as left over.
Weights and volumes stay in separate groups. Turning cups into ounces takes the food's density, which changes from item to item. When you know your guest count first, pick Batch needed for a number of servings. That mode multiplies the servings needed by the portion size to find the edible batch. It then divides by the yield share to find the raw amount to buy. To scale every recipe line, open the recipe scaler.
For sheet cakes, brownies, lasagna, and bars, pick Pieces from a pan cut into a grid. Multiplying rows by columns gives the piece count. Dividing pan length by columns and pan width by rows gives each piece's size. If you swap baking pans first, check the area ratio in the pan size converter.
Portioning with USDA numbered scoops (dishers), ladles, and serving spoons
Commercial kitchens and bakeries keep batch yield steady with numbered dishers and stamped ladles. In the USDA Food Buying Guide Introduction (page I-32, Table 13), "The number on the scoop tells you how many scoopfuls make 1 quart (946 milliliters)." One US quart holds 32 fluid ounces (4 cups or 64 tbsp). A scoop's fluid ounces equal 32 divided by the scoop number.
In USDA Table 13, a No. 6 scoop holds 2/3 cup and a No. 8 holds 1/2 cup. A No. 10 scoop holds 3/8 cup, a No. 12 holds 1/3 cup, and a No. 16 holds 1/4 cup. Smaller scoops hold 3 1/3 tbsp for a No. 20 and 2 2/3 tbsp for a No. 24. A No. 30 holds 2 tbsp and a No. 40 holds 1 2/3 tbsp. A No. 50 holds 3 3/4 tsp and a No. 60 holds 3 1/4 tsp. For soups and sauces, USDA Table 14 lists stamped ladles. A 1 oz ladle holds 1/8 cup, 2 oz holds 1/4 cup, and 4 oz holds 1/2 cup. A 6 oz ladle holds 3/4 cup and an 8 oz ladle holds 1 cup.
As-purchased (AP) versus edible portion (EP) yield in the USDA Food Buying Guide
Raw meat shrinks as fat melts and water steams off. Fresh produce also loses weight when peeled or cored. In the USDA Food Buying Guide Section 1, raw ground beef with at most 15% fat has a 75% cooked yield: "1 lb AP = 0.75 lb cooked, drained, lean meat." That 0.75 lb (12 oz) of cooked meat gives 12.00 servings of 1 oz or 8.00 servings of 1 1/2 oz. Higher-fat beef yields less. Raw 80/20 ground beef gives 0.74 lb cooked (74%), and 70/30 ground beef gives 0.70 lb cooked (70%).
Produce trim works the same way in USDA Section 2 and the Introduction. Fresh carrots without tops yield 83% after peeling: "1 lb AP = 0.83 lb trimmed, peeled carrots." Fresh mature onions yield 88% raw ("1 lb AP = 0.88 lb ready-to-serve or -cook raw onion") and 78% cooked. Pared butternut squash yields 84% ("1 lb AP = 0.84 lb ready-to-cook pared squash"). Untrimmed romaine or chuck roast yields 64%. For single-item trim tables, open the as-purchased yield tool.
Why kitchen whole servings differ from FDA 21 CFR 101.9(b)(8) package labels
In a kitchen, a partial scoop cannot feed an extra guest, so this tool rounds whole servings down. Retail food boxes follow a different method in 21 CFR 101.9(b)(6). Any pack with less than 200% of the 21 CFR 101.12 reference amount (under 2 servings) is labeled as 1 serving. Between 2 and 5 servings, 21 CFR 101.9(b)(8)(i) states: "The number of servings between 2 and 5 servings shall be rounded to the nearest 0.5 serving. Rounding should be indicated by the use of the term about (e.g., about 2 servings, about 3.5 servings)." Above 5 servings, the count rounds to the nearest whole number. For example, 6.67 exact servings prints as about 7 servings.
Unit sizes also differ between lab standards and food labels. In NIST Handbook 44 (Appendix C) and NIST SP 811 (Appendix B.8), 1 pound is 453.59237 g. One ounce is 28.349523125 g, and 1 US gallon is 231 cubic inches (3,785.411784 mL). That makes 1 US cup equal to 236.588 mL and 1 fl oz equal to 29.574 mL. One tablespoon is 14.787 mL and 1 teaspoon is 4.929 mL. Under 21 CFR 101.9(b)(5)(viii), food labels use 240 mL per cup and 30 mL per fl oz. Labels also use 15 mL per tbsp, 5 mL per tsp, and 28 g per oz. NIST's Metric Kitchen guide prints those same round figures for home cooking. To scale Nutrition Facts panels, use the label portion tool.
Video walkthrough
A 3-minute walkthrough of how the batch yield calculator counts whole servings, matches them to a scoop or a pan grid, and works back from a guest count.
Read the transcript
How many servings a batch makes
0:00 How many servings does a batch make?
0:02 A batch of 6 cups scooped at 4 tbsp each makes 24 servings.
0:08 Type in the batch size and the portion size, and the page divides the batch into whole portions as you type.
0:15 It shows what is left over too: 0 tbsp.
The scoop that holds one portion
0:20 The page's own sheet shows the working.
0:23 It turns the batch into your portion unit, then divides by the portion size and counts only the whole portions.
0:31 The USDA Food Buying Guide sizes its scoops by number, and explains the number this way.
0:38 The page's table lists USDA numbered scoops, with the whole servings each one makes of the batch.
0:45 The biggest scoop in the table gives 9 servings, and the smallest gives 57 servings.
Pieces from a pan cut into a grid
0:52 For a cake or a pan, switch the page over to a grid cut instead.
0:57 The page multiplies the rows by the columns to count the pieces it gives you.
1:03 The rows and the columns are what set the cut.
1:06 Cut 4 rows by 6 columns in a 13 by 9 inch pan, and you get 24 pieces.
What cooking and trimming take
1:13 Cooking and trimming take weight away, so the page asks what share of the batch is left to serve.
1:20 Set the edible yield and it works the batch down.
1:23 The USDA's own table records what a pound of lean ground beef, no more than 15% fat, cooks down to.
1:32 So take 4 pounds of lean ground beef, no more than 15% fat.
1:37 At a 75% edible yield, the sheet works the batch down and counts 32 servings at 1.5 ounces each.
1:46 Type in the edible yield and the portion size, and the page works the batch down while you type.
1:53 What is left is 3 pounds of cooked meat, ready to serve.
Why a package says another number
1:58 The same food in a package carries a different count, because the label rounds the count, and the kitchen counts only whole portions.
2:07 A 1 kilogram tub scooped at 150 grams each makes 6 servings.
2:12 Your kitchen makes 6 servings and keeps the rest.
2:16 The label on the same tub says about 7 servings.
2:20 This label rounds the count to the nearest whole serving, and says about because it has rounded.
How much to buy for your guests
2:26 Now start from the guests, the way you plan a party.
2:30 The page works backward from there: 80 servings at 1.5 ounces each is what you need to serve.
2:37 Type in the guest count and the portion size.
2:40 The page gives you 7.5 pounds of cooked food and 10 pounds to buy raw.
2:46 Count the whole portions, match the scoop or the pan, and buy for the guests you are expecting.
2:52 Try it at fastcalc.us.
Batch servings, AP-to-EP yield, and grid formulas
edible batch (EP) = as-purchased batch (AP) × (edible yield % ÷ 100) exact servings = convert(edible batch, batchUnit → portionUnit) ÷ portion size servings (whole) = floor(exact servings) [snapped within 10⁻⁹ relative tolerance] left over = edible batch (in portion units) − servings × portion size batch needed (EP) = servings needed × portion size; as-purchased batch (AP) = batch needed ÷ (edible yield % ÷ 100) grid pieces = rows × columns; piece size = (pan length ÷ columns) × (pan width ÷ rows) cost per serving = round_half_up(batch cost ÷ servings, 2); USDA scoop fl oz = 32 ÷ scoop number
Worked batch yield and portioning examples
Frosting and canned batch (Servings mode, 100% yield): A 6-cup batch of frosting holds 96 tbsp. Scooping 4 tbsp (a No. 16 disher or 1/4 cup) per cupcake gives 96 ÷ 4 = 24 whole servings with 0 tbsp left over. On a $12.00 batch, that is $0.50 per cupcake. One 12-cup No. 10 can scooped with a No. 8 disher (0.5 cup) also gives 12 ÷ 0.5 = 24 whole servings. A 1 kg (1,000 g) tub of pasta salad scooped at 150 g gives 1,000 ÷ 150 = 6.67 exact servings. You get 6 whole kitchen servings with 100 g left over. A retail tub states about 7 servings under 21 CFR 101.9(b)(8)(i).
Trimmed produce and pan grid (Batch needed and Grid modes): Serving 80 portions of 2 oz ready-to-serve romaine lettuce takes 80 × 2 oz = 160 oz (10 lb) of edible greens. Set Edible yield to 64% for untrimmed romaine. Dividing 10 lb by 0.64 gives 15.625 lb as purchased (15.62 lb in USDA Method 3 Example B). In Pan grid mode, a 13 × 9 in pan cut 4 rows by 6 columns gives 24 pieces of 2.17 × 2.25 in.
Assumptions, household units, and USDA yield notes
- The batch is uniform and every scoop is level. As USDA Food Buying Guide Table 13 notes, utensils must be filled level to the top to maintain equal portioning. Lower the Edible yield share to allow for pan or spoon waste.
- Weight and liquid volume conversions use the exact NIST Handbook 44 (Appendix C) factors: 1 avoirdupois pound equals 453.59237 g and 1 US gallon equals 231 cubic inches. FDA 21 CFR 101.9(b)(5)(viii) household label equivalents (15 mL tbsp, 5 mL tsp, and 28 g oz) appear alongside in the portion match.
- Grid cuts assume straight, even slices across a rectangular pan and ignore knife width or crust trim. For round pans or numbered cans, use the pan size converter or can size converter.
- USDA Food Buying Guide yields are research averages across pack sizes and seasons. For ground beef with at most 15% fat, 1 lb raw gives 0.75 lb cooked drained meat. That equals 8.00 servings of 1 1/2 oz or 12.00 servings of 1 oz per pound.
How to portion a batch in the kitchen
Weigh or scoop one test portion before serving the line. A level No. 16 disher holds 4 tbsp (1/4 cup or 59.15 mL). A heaping scoop easily reaches 5 tbsp. That drops a 6-cup (96 tbsp) batch from 24 servings down to 19 whole servings with 1 tbsp left over. If your leftover amount is close to a full portion, step down one disher size to gain extra servings.
Allow for cooking loss and pan sticking before buying food. In USDA Method 3 Example C, a recipe needing 6 lb 5 oz (6.31 lb) of pared butternut squash at 84% yield takes 6.31 ÷ 0.84 = 7.51 lb as purchased (rounded up to 7.6 lb). For buffet pans, set Edible yield to 90% or plan 1 to 2 extra portions per pan. Then price the menu in the recipe cost tool.
Mark rectangular pan cuts at the halfway line first. On a 13 × 9 in pan, halve the 9 in width into 2 strips of 4.5 in. Halving each strip again gives 4 even rows of 2.25 in. When packing tubs for sale, note that 21 CFR 101.9(b)(6) labels any pack under 200% of the reference amount as 1 serving. Check multi-serving tubs in the label portion tool.
Batch yield, scoop size, and serving count questions
How many cupcakes does 6 cups of frosting top?
King Arthur Baking counts 6 cups of frosting as enough to top 24 cupcakes with a generous 3 to 4 tablespoons (45 g to 55 g) each. Six cups is 96 tablespoons, and 96 ÷ 4 = 24. For a lighter spread of 2 to 2 1/2 tablespoons (30 g to 35 g) each, 4 cups (64 tablespoons) tops 24 cupcakes.
Why can't the batch be in cups and the portion in ounces?
A cup measures volume (8 fl oz or 236.59 mL) and an ounce measures weight (28.35 g). As USDA Food Buying Guide Table 13 notes, the same volume of different foods does not weigh the same. For example, 1 lb (453.6 g) of dry black beans measures 2 1/4 cups, while 4 cups of chocolate frosting weighs 857 g. Because density varies, the batch and portion must both be weights or both be volumes.
How much raw ground beef do I need for 60 servings?
The USDA Food Buying Guide gives 8.00 servings of 1 1/2 oz cooked lean meat per pound of raw ground beef with at most 15% fat. That reflects a 75% cooked yield. Dividing 60 by 8.00 gives 7.5 lb raw, which the guide rounds up to 7.75 lb. In cooked terms, 60 × 1.5 oz = 90 oz, or 5.625 lb, of cooked drained meat.
How many cupcakes does one cake recipe make?
King Arthur Baking counts about 24 standard cupcakes from one 9 × 13 in cake, two 9 in round layers, or three 8 in round layers. One 8 in square or one 9 in round pan makes about 12 cupcakes. Its Classic Birthday Cake makes about 6 cups of batter. That batter yields 24 cupcakes at 1/4 cup (4 tbsp) each and 30 cupcakes at 1/5 cup (3.2 tbsp) each.
How many pieces does a 9 × 13 inch pan give?
It depends on the grid you cut. Cutting 4 rows by 6 columns gives 24 pieces of 2.17 × 2.25 in. Cutting 3 rows by 4 columns gives 12 pieces of 3.25 × 3 in, and 5 rows by 6 columns gives 30 pieces of 2.17 × 1.8 in. Multiplying rows by columns gives the piece count for any rectangular pan.
What do the numbers on commercial portion scoops (dishers) mean?
In USDA Food Buying Guide Table 13, a scoop's number is the count of level scoopfuls in 1 US quart (32 fl oz or 946 mL). Dividing 32 fl oz by the scoop number gives its fluid-ounce size. A No. 8 scoop holds 4 fl oz (1/2 cup) and a No. 12 holds 2.67 fl oz (1/3 cup). A No. 16 holds 2 fl oz (1/4 cup or 4 tbsp), a No. 24 holds 1.33 fl oz (2 2/3 tbsp), and a No. 30 holds 1 fl oz (2 tbsp).
Why does a Nutrition Facts label say 'about 7 servings' when my batch only makes 6 full portions?
In a kitchen you round down so every serving is full, and any leftover stays in the pan. On retail packages, 21 CFR 101.9(b)(8)(i) rounds 2 to 5 servings to the nearest half serving. Counts above 5 servings round to the nearest whole number with the word 'about'. That prints 6.67 exact servings (6 whole kitchen portions) as 'about 7 servings'.
Sources
- USDA Food and Nutrition Service, Food Buying Guide for Child Nutrition Programs, Introduction (current version)
- USDA Food and Nutrition Service, Food Buying Guide, Section 1: Meats/Meat Alternates Yield Table (current version)
- USDA Food and Nutrition Service, Food Buying Guide, Section 2: Vegetables Yield Table (current version)
- eCFR, 21 CFR 101.9, Nutrition labeling of food (current version)
- eCFR, 21 CFR 101.12, Reference amounts customarily consumed per eating occasion (current version)
- NIST, Handbook 44 (2026), Appendix C, General Tables of Units of Measurement (current version)
- NIST, Guide for the Use of the International System of Units (SP 811), Appendix B.8 (page modified Aug 18, 2025)
- NIST, Metric Kitchen: Cooking Measurement Equivalencies (page modified Apr 29, 2026)
- King Arthur Baking, Kye Ameden, How to convert cake to cupcakes (page modified Apr 25, 2019)
More in Recipe Scaling Calculators and Cooking & Food Calculators.