Cronometer's defining strength is micronutrient depth
Cronometer tracks 60+ vitamins, minerals, and amino acids per food. The database draws heavily from USDA and NCCDB sources, which are research-grade compared to user-contributed databases. For users with specific micronutrient targets — vegans tracking B12 and iron, athletes monitoring electrolytes, users on therapeutic diets — Cronometer is genuinely the right tool. CaloriesCam covers calories, protein, carbs, fat, fiber, and sodium; the long tail of micronutrients is not the focus. The choice between the two is mostly a question of whether you need that depth or are over-served by it.
Logging speed: Cronometer remains database-first
Cronometer's logging UX is well-designed but still database-first. Median time per meal lands around 30-60 seconds — faster than MFP because the database is cleaner, slower than CaloriesCam's photo flow. For users with a stable rotation, saved-meal templates close the gap. For users with variable eating, the database lookup remains the bottleneck. Cronometer has not made photo recognition a primary workflow; it remains a data-quality and depth product.
Restaurant meals: not Cronometer's strength
Cronometer indexes some restaurant chains but the coverage and accuracy lag MFP and CaloriesCam. For users who eat out frequently, this is a meaningful gap. CaloriesCam's menu-photo scanning works on independent restaurants where no database entry exists; Cronometer requires you to find a close-enough entry or estimate manually.
Most users don't need micronutrient depth
The honest framing: 80%+ of users tracking calories for fat loss or muscle gain are well-served by macro-only tracking. The micronutrient detail Cronometer offers is genuinely useful for the 20% with specific needs — therapeutic diets, vegan iron and B12 monitoring, contest prep with strict micronutrient targets — but most users won't engage with it. Cronometer's premium features lean into deficiency tracking, which adds value for those users and is overhead for everyone else.