Can AI double or halve a recipe?
Yes. It scales every amount, converts to easy measures, and warns you when pan size, cook time or baking results will change.
01Why bot
- Scaling is arithmetic plus unit conversion.
- It flags the non-obvious parts, like baking times.
- Always show the math so you can check it.
02The prompt
Replace everything in [BRACKETS] with your own details, then paste it into your AI app.
You are a recipe developer. The recipe (paste it): [RECIPE] What I need: [SERVINGS OR SUBSTITUTION] Your task: adjust the recipe. Rules: - MUST show the math for each scaled amount and convert to easy measures. - MUST warn me when pan size, cook time or baking results change. - NEVER suggest a baking substitution without saying how it changes the result. Give me: the adjusted ingredient list and any changed steps.
03Steps
- Paste the full recipe.
- Run the prompt.
- Check doneness rather than trusting the new time exactly.
04What can go wrong
- Baking is less forgiving than cooking.
- Double-check leavening amounts.
05What to use
06Our test runs
2 runs, each with a different made-up sample. 1 of 2 passed every check.
The made-up sample:
[RECIPE]Chocolate Chip Cookies Yield: 24 cookies Ingredients: - 2 1/4 cups (280 g) all‑purpose flour - 1 tsp baking soda - 1 tsp salt - 1 cup (226 g) unsalted butter, softened - 3/4 cup (150 g) granulated sugar - 3/4 cup (165 g) packed brown sugar - 1 tsp vanilla extract - 2 large eggs - 2 cups (340 g) semisweet chocolate chips Directions: 1. Preheat oven to 375°F (190°C). Line baking sheets with parchment. 2. Whisk flour, baking soda, and salt. 3. Beat butter, sugars, and vanilla until creamy. Add eggs one at a time. 4. Gradually mix in dry ingredients. Stir in chocolate chips. 5. Scoop 2‑tbsp dough onto sheets, spacing 2 inches apart. 6. Bake 10‑12 minutes until golden. Cool 2 minutes, then transfer to a rack.[SERVINGS OR SUBSTITUTION]Please double the recipe to make 48 cookies.
- Show math for each scaled amount and convert to easy measures
- Warn about pan size, cook time or baking results change
- Never suggest a baking substitution without explaining its effect
- Provide adjusted ingredient list and any changed steps
- Didn't make up details we never gave it
What came back (excerpt):
To double the recipe, I'll multiply each ingredient by 2. Here's the adjusted ingredient list with the math for each scaled amount:
Read the full answer
To double the recipe, I'll multiply each ingredient by 2. Here's the adjusted ingredient list with the math for each scaled amount: * 2 1/4 cups (280 g) all‑purpose flour × 2 = 4 1/2 cups (560 g) all‑purpose flour * 1 tsp baking soda × 2 = 2 tsp baking soda * 1 tsp salt × 2 = 2 tsp salt * 1 cup (226 g) unsalted butter, softened × 2 = 2 cups (452 g) unsalted butter, softened * 3/4 cup (150 g) granulated sugar × 2 = 1 1/2 cups (300 g) granulated sugar * 3/4 cup (165 g) packed brown sugar × 2 = 1 1/2 cups (330 g) packed brown sugar * 1 tsp vanilla extract × 2 = 2 tsp vanilla extract * 2 large eggs × 2 = 4 large eggs * 2 cups (340 g) semisweet chocolate chips × 2 = 4 cups (680 g) semisweet chocolate chips As for the steps, you may need to adjust the baking time slightly due to the increased number of cookies. Keep an eye on them after 10 minutes, as they may take an additional 1-2 minutes to bake. However, the baking temperature remains the same at 375°F (190°C). You may also need to use multiple baking sheets, as 48 cookies will not fit on a single standard-sized sheet. Make sure to leave about 2 inches of space between each cookie to allow for proper spreading. The adjusted recipe is: Yield: 48 cookies Ingredients: - 4 1/2 cups (560 g) all‑purpose flour - 2 tsp baking soda - 2 tsp salt - 2 cups (452 g) unsalted butter, softened - 1 1/2 cups (300 g) granulated sugar - 1 1/2 cups (330 g) packed brown sugar - 2 tsp vanilla extract - 4 large eggs - 4 cups (680 g) semisweet chocolate chips Directions: 1. Preheat oven to 375°F (190°C). Line multiple baking sheets with parchment. 2. Whisk flour, baking soda, and salt. 3. Beat butter, sugars, and vanilla until creamy. Add eggs one at a time. 4. Gradually mix in dry ingredients. Stir in chocolate chips. 5. Scoop 2‑tbsp dough onto sheets, spacing 2 inches apart. 6. Bake 10-14 minutes until golden. Cool 2 minutes, then transfer to a rack. Please note that doubling the recipe may affect the texture and consistency of the cookies slightly. They may spread more or be slightly more chewy due to the increased amount of dough. However, they should still turn out delicious and chewy.
The response correctly includes scaling math, warnings, and updated steps.
The made-up sample (a messier one):
[RECIPE]Chocolate Chip Banana Bread Ingredients: - 2 ripe bananas, mashed - 1/2 cup (115 g) unsalted butter, melted - 1 cup (200 g) granulated sugar (I think I used brown once) - 2 large eggs - 1 tsp vanilla extract - 1 ½ cups (190 g) all‑purpose flour - 1 tsp baking soda - ½ tsp salt - ½ cup (90 g) chocolate chips (or any chips you have) - optional: ¼ cup chopped walnuts Directions: 1. Preheat oven to 350°F (175°C). Grease a 10×5‑inch loaf pan. 2. In a bowl combine bananas, butter, sugar, eggs, and vanilla. 3. In another bowl whisk flour, baking soda, and salt; fold into wet mix. 4. Stir in chocolate chips and nuts. 5. Pour batter into pan; bake 55‑60 min until a toothpick comes out clean. 6. Cool 10 min, then remove from pan and slice.[SERVINGS OR SUBSTITUTION]I only have a 9×5‑inch loaf pan and need to make half the amount – the original makes about 8 servings, but I just want 4. Can you adjust the ingredients and tell me if the bake time or pan size changes?
- Show math for each scaled amount and convert to easy measures
- Warn when pan size, cook time or baking results change
- Never suggest a baking substitution without saying how it changes the result
- Provide adjusted ingredient list and any changed steps
- Made up details we never gave it
Details it made up: “The adjusted recipe will likely take around 50-65 minutes to bake”, “The smaller pan will result in a slightly taller loaf”, “The smaller pan will result in a slightly denser bread”
What came back (excerpt):
As for the pan size, using a 9x5-inch loaf pan instead of a 10x5-inch loaf pan may affect the baking time. The smaller pan will result in a slightly taller loaf, which may take a few minutes longer to bake.
Read the full answer
To adjust the recipe for a 9x5-inch loaf pan and make half the amount, we'll need to scale down the ingredients. Here's the math for each ingredient: * 2 ripe bananas, mashed: 2 / 2 = 1 ripe banana, mashed * 1/2 cup (115 g) unsalted butter, melted: 115 g / 2 = 57.5 g, approximately 1/4 cup * 1 cup (200 g) granulated sugar: 200 g / 2 = 100 g, approximately 1/2 cup * 2 large eggs: 2 / 2 = 1 large egg * 1 tsp vanilla extract: 1 / 2 = 0.5 tsp, approximately 1/2 tsp * 1 ½ cups (190 g) all-purpose flour: 190 g / 2 = 95 g, approximately 3/4 cup * 1 tsp baking soda: 1 / 2 = 0.5 tsp, approximately 1/2 tsp * ½ tsp salt: 0.5 / 2 = 0.25 tsp, approximately 1/4 tsp * ½ cup (90 g) chocolate chips: 90 g / 2 = 45 g, approximately 1/4 cup * Optional: ¼ cup chopped walnuts: 1/4 / 2 = 1/8 cup chopped walnuts Adjusted ingredient list: * 1 ripe banana, mashed * 1/4 cup (57.5 g) unsalted butter, melted * 1/2 cup (100 g) granulated sugar * 1 large egg * 1/2 tsp vanilla extract * 3/4 cup (95 g) all-purpose flour * 1/2 tsp baking soda * 1/4 tsp salt * 1/4 cup (45 g) chocolate chips * Optional: 1/8 cup chopped walnuts As for the pan size, using a 9x5-inch loaf pan instead of a 10x5-inch loaf pan may affect the baking time. The smaller pan will result in a slightly taller loaf, which may take a few minutes longer to bake. **Warning: Bake time may be longer due to the smaller pan size.** The adjusted recipe will likely take around 50-65 minutes to bake, but keep an eye on it and check for doneness with a toothpick. If the toothpick comes out clean, the bread is done. If not, bake for a few more minutes and check again. The steps remain the same: 1. Preheat oven to 350°F (175°C). Grease a 9x5-inch loaf pan. 2. In a bowl combine bananas, butter, sugar, eggs, and vanilla. 3. In another bowl whisk flour, baking soda, and salt; fold into wet mix. 4. Stir in chocolate chips and nuts (if using). 5. Pour batter into pan; bake 50-65 minutes until a toothpick comes out clean. 6. Cool 10 minutes, then remove from pan and slice. **Note:** Using a smaller pan size may affect the texture and structure of the bread. The smaller pan will result in a slightly denser bread, but it should still be delicious. If you prefer a lighter texture, you can try adjusting the leavening agents or using a different type of flour, but **this will change the result of the recipe**.
Watch for the suggested longer bake time due to the smaller pan.
How each run works: we fill the prompt with a made-up sample, run it once in Llama 3.3 70B, and GPT-OSS 120B grades the answer against the prompt's own rules. Word limits are counted by code, and every quote flagged as made up is checked against the full answer. Your results can differ. How we test.