About CookCalcs

Who Builds CookCalcs

CookCalcs is built and maintained by Dan Dadovic, a Commercial Director & PhD Candidate in IT Sciences based in Northumberland, in the north-east of England. Dan has spent over a decade working at the intersection of business strategy and technology, leading commercial operations while pursuing doctoral research in IT Sciences. That combination of practical business sense and technical depth shapes every tool on this site.

CookCalcs is part of the Site Factory, a growing portfolio of niche utility sites that Dan develops and maintains. Each site in the portfolio serves a specific audience with focused, ad-free calculator tools. Other sites in the portfolio include PrinterTools (large-format print calculators), VoltCalcs (electrical calculators), and HardHatCalc (construction estimating tools). The same engineering standards, data sourcing rigour, and user experience principles apply across every site.

Why CookCalcs Exists

Cooking and baking involve more arithmetic than most people realise. Converting between cups and grams depends on the specific ingredient being measured — a cup of flour weighs roughly 125 grams, while a cup of honey weighs closer to 340 grams. Scaling a recipe from 4 servings to 12 is straightforward for most ingredients, but spices and leavening agents do not scale linearly. Planning food quantities for a catering event requires per-person estimates that vary by meal format, guest demographics, and event duration.

Existing online tools tend to fall into two categories. Generic unit converters treat every ingredient the same, ignoring density differences. Baking blogs bury a simple conversion table under 2,000 words of personal narrative. CookCalcs takes a different approach: purpose-built calculators backed by an ingredient density database sourced from the FAO Density Database and the USDA FoodData Central. Every density value has a citation. Every formula has a source. Every calculator has worked examples with verified arithmetic.

How the Calculators Are Built

Each calculator on CookCalcsfollows a documented development process. The formula is researched from established culinary references and cited in the calculator's data file. Known-value tests verify that the implementation matches the cited source. Worked examples walk through real scenarios step by step, and every intermediate value in those examples is checked against the calculator's actual output. Presets offer quick starting points based on common real-world use cases rather than abstract examples.

The editorial policy and methodology page describes this process in full, including how ingredient density values are sourced, how content is reviewed, and how to report errors.

The Ingredient Density Database

At the core of CookCalcs's baking converters is a curated database of ingredient densities. The database currently covers over 100 ingredients across eight categories: flours, sugars, dairy and fats, liquids, nuts and seeds, grains and starches, baking ingredients, and spices. Each entry records the weight per US cup (236.59 mL), per metric cup (250 mL), per tablespoon, and per teaspoon, along with the density in grams per millilitre.

Every value is sourced from either the FAO Density Database v2.0, the USDA FoodData Central database, or manufacturer-published data, with the specific source cited per ingredient. The database will expand to 200+ ingredients as the site grows, with new entries following the same sourcing and citation standards.

Honest Limitations

Dan is not a professional chef, baker, pastry chef, or nutritionist. He does not hold formal culinary qualifications. CookCalcs is a utility tool that applies mathematics to published reference data — it is not a substitute for professional culinary advice, formal training, or food safety guidance.

Ingredient density values are approximations. The actual weight of a cup of flour depends on the brand, how it was measured (spooned and levelled versus scooped), ambient humidity, and whether it was sifted. The values in the database represent standard conditions as published by the FAO and USDA. For the most accurate results in baking, a digital kitchen scale remains the best tool available.

Cooking temperatures and times provided by any calculator on this site are guidelines, not guarantees. Food safety matters — particularly for meat, poultry, seafood, and canning — should always be verified against official guidelines from the USDA, the Food Standards Agency (UK), or the relevant local health authority. This site does not provide food safety certification or medical nutrition advice.

Get in Touch

Found an error in a calculation? Have a suggestion for a new calculator? The feedback form is the fastest way to reach Dan directly. For data subject access requests under GDPR, email contact@cookcalcs.com.