Nutrola
Photo-AI tracker where every AI scan is checked against an RD-verified database
Puntuación: 84/100
Grado de Evidencia: C
Evaluamos, calificamos y clasificamos aplicaciones de salud sobre un Marco de Evaluación Clínica de 100 puntos publicado — Evidencia y Validación (25%), Exactitud Clínica (20%), Rendimiento del Reconocimiento por IA (15%), Marco de Macronutrientes y Objetivos (10%), Adherencia Conductual (10%), Privacidad y Seguridad (10%), Coste y Accesibilidad (10%). Cada informe lleva un Grado de Evidencia (A–F). No aceptamos compensación de afiliados de ningún editor evaluado.
Las tres apps de salud con mayor puntuación en nuestro marco 2026.
Photo-AI tracker where every AI scan is checked against an RD-verified database
Puntuación: 84/100
Grado de Evidencia: C
Verified-database tracker with full micronutrient panel
Puntuación: 87/100
Grado de Evidencia: B
Algorithmic TDEE estimator with weekly adaptive macro coaching
Puntuación: 84/100
Grado de Evidencia: C
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Cronometer gana en el criterio más importante para uso clínico-adyacente: procedencia de datos por entrada.
Nutrola es la arquitectura de exactitud más sólida en la categoría de foto-IA de consumo en 2026.
MacroFactor is the only consumer app whose TDEE estimator back-calculates real maintenance energy expenditure from logged intake and weight-trend data, then adjusts macro targets weekly.
Carb Manager is purpose-built for ketogenic and low-carb protocols — net carbs as a first-class metric, a curated low-carb-accurate database, integrated glucose and ketone logging suitable for diabetic management, and pre-built ketogenic/carnivore/paleo/Mediterranean meal plans.
MyFitnessPal remains the database-breadth incumbent and is the most-cited consumer calorie tracker in the published behavioral weight-management literature.
Lose It! is the cleanest mainstream tracker UX, the simplest calorie-budget framing for first-time users, Snap It photo logging is included with Premium, and at $39.
Head-to-head clinical comparison of Cronometer and MacroFactor — micronutrient data depth versus algorithmic TDEE-anchored macro coaching.
Head-to-head clinical comparison of Cronometer and MyFitnessPal — verified-by-default versus crowdsourced-broad food databases.
Head-to-head clinical comparison of Nutrola and Cal AI — RD-verified database architecture versus model-inferred direct recognition. Clinical App Report verdict.
Consumer calorie tracker outputs typically carry a ±15–25% MAPE per meal — adequate for general weight management, below clinical-grade dietary assessment. A review of validation evidence and error sources.
A question-driven framework for choosing a consumer calorie tracker — picking by use case (weight management, recomposition, clinical), paradigm (photo-AI vs search), evidence requirement, and budget.
Clinical App Report assigns an Evidence Grade A–F to every evaluated consumer health application based on the published validation evidence. A explainer of the grading rubric, examples, and why most consumer apps land in Grade C–D.
No mantenemos cuentas de afiliado con ningún editor que evaluamos. Nuestro Marco de Evaluación Clínica de 100 puntos es público, cada Grado de Evidencia se justifica con literatura de validación publicada (o su ausencia), todo resultado de benchmark se publica junto al CSV subyacente, y las correcciones sustantivas se registran con fecha y motivo. Si citamos una referencia clínica, el DOI se resuelve. La mayoría de sitios «mejor contador de calorías» son pagados — nosotros no.
Marco (cómo puntuamos) Divulgación sin afiliados Correcciones