How accurate is Nutri?
See how close the calorie estimates were, food by food.
Nutri’s early test41 of 50 calorie estimates were close.
Each dot represents one food entry. Green estimates were close; grey ones were further off.
What does “close” mean?
No more than 20 calories higher or lower, in this example.
These are early results. The comparison values were drafted with AI and still need human review.
How we tested
We used 50 complete food entries from our October 18, 2026 test. An estimate counts as close when it is within 10% of its draft comparison value, which is a grade of 90 or more. Another 250 entries were excluded because they were missing values or saved Nutri results.
The comparison values were drafted with AI and have not been independently validated. Saved Nutri results may predate changes to those values. This checks calories only, not food identification, portions or macros.
The average grade was 96/100. That grade is 100 minus the absolute percentage difference, capped at zero; it is not a percentage of correct food entries.
MyFitnessPal comparison
We haven’t run the same test on MyFitnessPal ourselves. The chain restaurant grades below are the ones published in a third-party accuracy report (March 2026), not our own results.
Every grade is out of 100. Green is 90 or more, yellow 70 to 89, red below 70. Nutri’s grades are from our own runs. MyFitnessPal’s grades are the ones published in a third-party accuracy report (March 2026); we did not re-test them. Comparison values were taken from that report or drafted with AI and haven’t been independently re-checked. Where Nutri has no record for a chain, its estimate is an AI estimate.
| Food | Nutri92chain average USA | Nutri91chain average Canada | MyFitnessPal91chain average USA only, as published |
|---|---|---|---|
| Chain restaurant foodsGraded on calories, protein, carbs and fat | |||
| McDonald’s Big Mac | 96 | 96 | 85 |
| Chick-fil-A original chicken sandwich | 93 | 93 | 100 |
| Starbucks grande caramel Frappuccino | 96 | 87 | 85 |
| Subway 6-inch turkey breast sub | 89 | 89 | 60 |
| Taco Bell crunchy taco | 89 | 89 | 98 |
| Wendy’s Dave’s Single | 88 | 89 | 100 |
| Domino’s large pepperoni slice | 94 | 94 | 95 |
| Panda Express orange chicken entrée | 89 | 88 | 100 |
| In-N-Out Double-Double | 94 | 91 | 100 |
| Average of the 9 | 92 | 91 | 91 |
| Everyday foodsGraded on calories only; tap a food for details | |||
| 100 | – | – | |
Draft comparison value
What Nutri used
The calorie values differ by 0.0% (221 cal against 221 cal). This checks calories only; the food match, portion and macros need their own checks. | |||
| 100 | – | – | |
Draft comparison value
What Nutri used
The calorie values differ by 0.0% (209 cal against 209 cal). This checks calories only; the food match, portion and macros need their own checks. | |||
| 88 | – | – | |
Draft comparison value
What Nutri used
The calorie values differ by 11.7% (111 cal against 98 cal). This checks calories only; the food match, portion and macros need their own checks. | |||
| 100 | – | – | |
Draft comparison value
What Nutri used
The calorie values differ by 0.0% (83 cal against 83 cal). This checks calories only; the food match, portion and macros need their own checks. | |||
| 100 | – | – | |
Draft comparison value
What Nutri used
The calorie values differ by 0.0% (66 cal against 66 cal). This checks calories only; the food match, portion and macros need their own checks. | |||
| 100 | – | – | |
Draft comparison value
What Nutri used
The calorie values differ by 0.0% (105 cal against 105 cal). This checks calories only; the food match, portion and macros need their own checks. | |||
| 100 | – | – | |
Draft comparison value
What Nutri used
The calorie values differ by 0.0% (189 cal against 189 cal). This checks calories only; the food match, portion and macros need their own checks. | |||
| 88 | – | – | |
Draft comparison value
What Nutri used
The calorie values differ by 11.6% (86 cal against 96 cal). This checks calories only; the food match, portion and macros need their own checks. | |||
| 100 | – | – | |
Draft comparison value
What Nutri used
The calorie values differ by 0.0% (39 cal against 39 cal). This checks calories only; the food match, portion and macros need their own checks. | |||
| 100 | – | – | |
Draft comparison value
What Nutri used
The calorie values differ by 0.0% (149 cal against 149 cal). This checks calories only; the food match, portion and macros need their own checks. | |||
| 98 | – | – | |
Draft comparison value
What Nutri used
The calorie values differ by 1.3% (153 cal against 151 cal). This checks calories only; the food match, portion and macros need their own checks. | |||
| 95 | – | – | |
Draft comparison value
What Nutri used
The calorie values differ by 4.2% (119 cal against 124 cal). This checks calories only; the food match, portion and macros need their own checks. | |||
| 99 | – | – | |
Draft comparison value
What Nutri used
The calorie values differ by 0.3% (333 cal against 334 cal). This checks calories only; the food match, portion and macros need their own checks. | |||
| 100 | – | – | |
Draft comparison value
What Nutri used
The calorie values differ by 0.0% (269 cal against 269 cal). This checks calories only; the food match, portion and macros need their own checks. | |||
| 99 | – | – | |
Draft comparison value
What Nutri used
The calorie values differ by 0.9% (106 cal against 107 cal). This checks calories only; the food match, portion and macros need their own checks. | |||
| 100 | – | – | |
Draft comparison value
What Nutri used
The calorie values differ by 0.0% (143 cal against 143 cal). This checks calories only; the food match, portion and macros need their own checks. | |||
| 100 | – | – | |
Draft comparison value
What Nutri used
The calorie values differ by 0.0% (189 cal against 189 cal). This checks calories only; the food match, portion and macros need their own checks. | |||
| 100 | – | – | |
Draft comparison value
What Nutri used
The calorie values differ by 0.0% (272 cal against 272 cal). This checks calories only; the food match, portion and macros need their own checks. | |||
| 100 | – | – | |
Draft comparison value
What Nutri used
The calorie values differ by 0.0% (125 cal against 125 cal). This checks calories only; the food match, portion and macros need their own checks. | |||
| 100 | – | – | |
Draft comparison value
What Nutri used
The calorie values differ by 0.0% (125 cal against 125 cal). This checks calories only; the food match, portion and macros need their own checks. | |||
| 100 | – | – | |
Draft comparison value
What Nutri used
The calorie values differ by 0.0% (860 cal against 860 cal). This checks calories only; the food match, portion and macros need their own checks. | |||
| 100 | – | – | |
Draft comparison value
What Nutri used
The calorie values differ by 0.0% (1326 cal against 1326 cal). This checks calories only; the food match, portion and macros need their own checks. | |||
| 100 | – | – | |
Draft comparison value
What Nutri used
The calorie values differ by 0.0% (1448 cal against 1448 cal). This checks calories only; the food match, portion and macros need their own checks. | |||
| 100 | – | – | |
Draft comparison value
What Nutri used
The calorie values differ by 0.0% (249 cal against 249 cal). This checks calories only; the food match, portion and macros need their own checks. | |||
| 100 | – | – | |
Draft comparison value
What Nutri used
The calorie values differ by 0.0% (304 cal against 304 cal). This checks calories only; the food match, portion and macros need their own checks. | |||
| 100 | – | – | |
Draft comparison value
What Nutri used
The calorie values differ by 0.0% (459 cal against 459 cal). This checks calories only; the food match, portion and macros need their own checks. | |||
| 87 | – | – | |
Draft comparison value
What Nutri used
The calorie values differ by 12.4% (97 cal against 109 cal). This checks calories only; the food match, portion and macros need their own checks. | |||
| 100 | – | – | |
Draft comparison value
What Nutri used
The calorie values differ by 0.0% (68 cal against 68 cal). This checks calories only; the food match, portion and macros need their own checks. | |||
| 100 | – | – | |
Draft comparison value
What Nutri used
The calorie values differ by 0.0% (1219 cal against 1219 cal). This checks calories only; the food match, portion and macros need their own checks. | |||
| 96 | – | – | |
Draft comparison value
What Nutri used
The calorie values differ by 3.3% (60 cal against 62 cal). This checks calories only; the food match, portion and macros need their own checks. | |||
| 100 | – | – | |
Draft comparison value
What Nutri used
The calorie values differ by 0.0% (249 cal against 249 cal). This checks calories only; the food match, portion and macros need their own checks. | |||
| 74 | – | – | |
Draft comparison value
What Nutri used
The calorie values differ by 25.9% (143 cal against 180 cal). This checks calories only; the food match, portion and macros need their own checks. | |||
| 100 | – | – | |
Draft comparison value
What Nutri used
The calorie values differ by 0.0% (115 cal against 115 cal). This checks calories only; the food match, portion and macros need their own checks. | |||
| 100 | – | – | |
Draft comparison value
What Nutri used
The calorie values differ by 0.0% (95 cal against 95 cal). This checks calories only; the food match, portion and macros need their own checks. | |||
| 86 | – | – | |
Draft comparison value
What Nutri used
The calorie values differ by 13.2% (68 cal against 77 cal). This checks calories only; the food match, portion and macros need their own checks. | |||
| 100 | – | – | |
Draft comparison value
What Nutri used
The calorie values differ by 0.0% (14 cal against 14 cal). This checks calories only; the food match, portion and macros need their own checks. | |||
| 100 | – | – | |
Draft comparison value
What Nutri used
The calorie values differ by 0.0% (27 cal against 27 cal). This checks calories only; the food match, portion and macros need their own checks. | |||
| 96 | – | – | |
Draft comparison value
What Nutri used
The calorie values differ by 3.1% (32 cal against 33 cal). This checks calories only; the food match, portion and macros need their own checks. | |||
| 88 | – | – | |
Draft comparison value
What Nutri used
The calorie values differ by 11.3% (442 cal against 392 cal). This checks calories only; the food match, portion and macros need their own checks. | |||
| 99 | – | – | |
Draft comparison value
What Nutri used
The calorie values differ by 0.9% (106 cal against 107 cal). This checks calories only; the food match, portion and macros need their own checks. | |||
| 74 | – | – | |
Draft comparison value
What Nutri used
The calorie values differ by 25.9% (143 cal against 180 cal). This checks calories only; the food match, portion and macros need their own checks. | |||
| 100 | – | – | |
Draft comparison value
What Nutri used
The calorie values differ by 0.0% (264 cal against 264 cal). This checks calories only; the food match, portion and macros need their own checks. | |||
| 100 | – | – | |
Draft comparison value
What Nutri used
The calorie values differ by 0.0% (227 cal against 227 cal). This checks calories only; the food match, portion and macros need their own checks. | |||
| 100 | – | – | |
Draft comparison value
What Nutri used
The calorie values differ by 0.0% (189 cal against 189 cal). This checks calories only; the food match, portion and macros need their own checks. | |||
| 100 | – | – | |
Draft comparison value
What Nutri used
The calorie values differ by 0.0% (42 cal against 42 cal). This checks calories only; the food match, portion and macros need their own checks. | |||
| 99 | – | – | |
Draft comparison value
What Nutri used
The calorie values differ by 0.6% (328 cal against 330 cal). This checks calories only; the food match, portion and macros need their own checks. | |||
| 99 | – | – | |
Draft comparison value
What Nutri used
The calorie values differ by 0.2% (1972 cal against 1969 cal). This checks calories only; the food match, portion and macros need their own checks. | |||
| 82 | – | – | |
Draft comparison value
What Nutri used
The calorie values differ by 17.6% (216 cal against 254 cal). This checks calories only; the food match, portion and macros need their own checks. | |||
| 100 | – | – | |
Draft comparison value
What Nutri used
The calorie values differ by 0.0% (256 cal against 256 cal). This checks calories only; the food match, portion and macros need their own checks. | |||
| 89 | – | – | |
Draft comparison value
What Nutri used
The calorie values differ by 10.6% (518 cal against 573 cal). This checks calories only; the food match, portion and macros need their own checks. | |||
The published MyFitnessPal grades only test US foods against US (USDA) values, so there’s no MyFitnessPal grade to show for Canada. A dash means that app wasn’t tested on that food, and the everyday foods were run for the USA only.