Comparing MyFitnessPal and Cronometer to see which free version has fewer calorie tracking errors for budget tracking.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Comparing MyFitnessPal and Cronometer to see which free version has fewer calorie tracking errors for budget tracking.
3 real searches · 1 real-search pass
Cronometer free version food database verified entries barcode scanner free features 2026Google ↗
OBSERVEDOther / navigational
MyFitnessPal free version food database user submitted entries barcode scanner free features 2026Google ↗
OBSERVEDOther / navigational
Cronometer vs MyFitnessPal calorie accuracy database comparison nutrition trackingGoogle ↗
OBSERVEDComparison
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (3)
Classes come from the query-classifier (a local Laya model). 2 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
Cronometer free version food database verified entries barcode scanner free features 2026 Google ↗
MyFitnessPal free version food database user submitted entries barcode scanner free features 2026 Google ↗
Cronometer vs MyFitnessPal calorie accuracy database comparison nutrition tracking Google ↗
- Free Nutrition Tracking App | Calories, Macros & More · cronometer.com
- Subscription Types · support.cronometer.com
- The difference between Free, Premium, and Premium + · support.myfitnesspal.com
- How to use the Barcode Scanner · support.myfitnesspal.com
- What is included in the free version? · support.myfitnesspal.com
- Accuracy of Nutrient Intake Values From Four Popular Nutrition Tracking Apps · pmc.ncbi.nlm.nih.gov
- 2026 Calorie Counter App Accuracy Benchmark · calorietrackerlab.com
- Official website · cronometer.com
- Official website · myfitnesspal.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Cronometer free version food database verified entries barcode scanner free features 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
MyFitnessPal free version food database user submitted entries barcode scanner free features 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Cronometer vs MyFitnessPal calorie accuracy database comparison nutrition tracking OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |