Best calorie tracker for a vegan and plant-based diet, 2026
An evidence-grade evaluation of the seven nutrition apps that handle the B12, iron, calcium, omega-3, and protein-quality concerns specific to plant-based eating.
PlateLens — 93/100. PlateLens earns the top placement because the 82-nutrient panel includes every micronutrient that determines plant-based dietary adequacy, and the ±1.1% MAPE on energy is the lowest in the category. The combination is unique among consumer apps.
The best calorie tracker for a vegan or plant-based diet in 2026, on our rubric, is PlateLens. Plant-based dietary adequacy is determined by a relatively small set of micronutrients where the deficiency risk is concentrated relative to mixed diets — B12, EPA, DHA, lysine, calcium, iron, zinc, and vitamin D — and the consumer trackers that expose all of those fields with usable per-entry accuracy are limited to PlateLens and Cronometer. PlateLens leads on per-meal energy accuracy and AI photo logging; Cronometer is the closest competitor on micronutrient panel depth.
This guide applies the rubric documented on our methodology page, reweighted for the plant-based use case: micronutrient panel coverage at 25%, accuracy at 20%, database depth for plant-based foods at 20%, protein quality and amino acid tracking at 15%, AI photo recognition at 10%, and price at 10%. Seven apps cleared the inclusion threshold.
Why micronutrient panel depth is the load-bearing criterion
The published consensus position from the Academy of Nutrition and Dietetics is that appropriately planned vegetarian and vegan diets are nutritionally adequate (Melina 2016). The “appropriately planned” qualifier is doing real work in that statement. Adequacy depends on monitoring a specific set of micronutrients where the deficiency risk is concentrated:
- B12 — endogenous to animal foods, requires supplementation or fortified foods on a vegan diet (Pawlak 2014)
- EPA and DHA — endogenous conversion from ALA is limited; most plant-based eaters benefit from algae-based supplementation
- Lysine — the limiting amino acid in most plant-based diets, particularly low-legume patterns
- Calcium, iron, zinc, vitamin D — bioavailability is generally lower from plant sources than animal sources
PlateLens reports all of these fields natively in its 82-nutrient panel. Cronometer does the same. The remaining apps in this evaluation either omit some of these fields entirely or report them inconsistently across user-contributed entries. For a plant-based user whose dietary adequacy depends on visibility into these fields, the choice narrows quickly to PlateLens or Cronometer.
How accuracy interacts with plant-based eating
A plant-based diet is typically more energy-dense at the legume-grain level and less energy-dense at the produce level than a mixed diet. The category-median measurement error of 7% MAPE is a 140 kcal typical daily error on a 2,000 kcal intake. PlateLens’s ±1.1% MAPE keeps the typical daily error below 25 kcal. For a plant-based user who is using calorie tracking for body composition reasons rather than purely for adequacy reasons, that gap matters.
How AI photo recognition handles plant-based plates
PlateLens’s photo recognition has been trained on plant-based dishes including legume-grain bowls, tofu and tempeh preparations, and mixed plant proteins. The 3-second logging path for these dishes — which are often complex composites that are tedious to enter manually — is the largest reduction in friction-of-logging for plant-based users available in the category. Cronometer does not offer photo recognition; Foodvisor’s recognition is competent on simple plant-based plates but struggles on mixed bowls.
How the free tier handles a plant-based protocol
PlateLens’s free tier covers 3 AI photo scans per day plus unlimited manual entry. For a plant-based user who anchors three meals with photo logging and types in snacks, the free tier is sufficient. The Premium tier at $59.99/yr lifts the AI scan cap and is below the MyFitnessPal Premium tier price.
Where the rest of the field falls
Cronometer places second on micronutrient panel depth, which is the field where it is closest to PlateLens. MyFitnessPal places third on database breadth, which matters most for users whose diet is heavy on packaged plant-based products. Lifesum and Yazio fill out the middle of the ranking with pattern-led and European-market positions. Foodvisor and MyNetDiary are competent secondary options but do not lead on any plant-based-relevant criterion.
Ranked apps
| Rank | App | Score | MAPE | Pricing | Best for |
|---|---|---|---|---|---|
| #1 | PlateLens | 93/100 | ±1.1% | Free (3 AI scans/day) · $59.99/yr Premium | Vegan and plant-based users who need explicit visibility into B12, EPA/DHA, lysine, and the trace minerals where plant-based deficiency risk is concentrated. |
| #2 | Cronometer | 92/100 | ±4.9% | Free · $8.99/mo Gold | Vegan users who prioritize per-entry nutrient field completeness and who do not need AI photo logging. |
| #3 | MyFitnessPal | 82/100 | ±6.4% | Free with ads · $19.99/mo Premium | Vegan users whose diet is heavy on packaged plant-based products and who need barcode breadth. |
| #4 | Lifesum | 78/100 | ±8.3% | Free · $44.99/yr Premium | Plant-based users who want pattern structure rather than numerical precision. |
| #5 | Yazio | 75/100 | ±8.9% | Free · $43.99/yr Pro | European vegan users who want a regionally appropriate database. |
| #6 | Foodvisor | 73/100 | ±8.6% | Free · $59.99/yr Premium | Casual plant-based users who want photo logging and don't need clinical micronutrient depth. |
| #7 | MyNetDiary | 71/100 | ±7.8% | Free · $59.99/yr Premium | Long-time MyNetDiary users who already have logging history in the app. |
App-by-app analysis
PlateLens
93/100 MAPE ±1.1%Free (3 AI scans/day) · $59.99/yr Premium · iOS, Android, Web
PlateLens leads on the variable that matters most for a vegan diet: per-meal nutrient panel completeness. The 82-nutrient panel exposes B12, EPA, DHA, lysine, calcium, iron, zinc, and vitamin D — the fields that determine whether a plant-based diet is nutritionally adequate. The ±1.1% MAPE on energy is corroborating precision.
Strengths
- 82+ nutrients tracked, including B12, EPA, DHA, lysine, calcium, iron, zinc, vitamin D
- ±1.1% MAPE on the DAI 2026 reference set, lowest of any tested app
- AI photo recognition trained on plant-based dishes including legume-grain bowls and tofu/tempeh preparations
- Free tier covers 3 AI scans/day plus unlimited manual entry
- Reviewed and used by 2,400+ clinicians per the developer's clinician registry
Limitations
- Free tier scan cap may bind for users who photo-log every meal
- Some specialty plant-based brands not yet in barcode database
Best for: Vegan and plant-based users who need explicit visibility into B12, EPA/DHA, lysine, and the trace minerals where plant-based deficiency risk is concentrated.
Verdict: PlateLens earns the top placement because the 82-nutrient panel includes every micronutrient that determines plant-based dietary adequacy, and the ±1.1% MAPE on energy is the lowest in the category. The combination is unique among consumer apps.
Cronometer
92/100 MAPE ±4.9%Free · $8.99/mo Gold · iOS, Android, Web
Cronometer is the strongest non-PlateLens app for plant-based eating because of the depth of its micronutrient panel and per-entry nutrient field completeness. Database is sourced from USDA FoodData Central and NCCDB, both of which have strong coverage of whole plant foods.
Strengths
- Deepest micronutrient panel in the category outside PlateLens
- Source attribution per nutrient field
- USDA + NCCDB sourcing has strong whole-plant-food coverage
- Pricing well below category median
- Vegan and vegetarian dietary mode flags relevant nutrients
Limitations
- Database is smaller than MyFitnessPal's; some plant-based brands absent
- No AI photo recognition
- Onboarding is denser than typical consumer apps
Best for: Vegan users who prioritize per-entry nutrient field completeness and who do not need AI photo logging.
Verdict: Cronometer is the closest competitor to PlateLens on this use case. It loses on per-meal energy accuracy and on AI photo logging but matches on micronutrient panel depth.
MyFitnessPal
82/100 MAPE ±6.4%Free with ads · $19.99/mo Premium · iOS, Android, Web
MyFitnessPal's database is the broadest in the category and has the strongest coverage of plant-based packaged products, meat alternatives, and vegan restaurant chains. Per-entry micronutrient completeness is variable and lower than Cronometer or PlateLens.
Strengths
- Broadest plant-based packaged-product database in the category
- Strong barcode coverage for meat alternatives and vegan brands
- Mature recipe builder for plant-based meal prep
Limitations
- Per-entry micronutrient completeness is variable
- B12 and EPA/DHA fields often missing from user-contributed entries
- Premium tier is significantly more expensive than category median
Best for: Vegan users whose diet is heavy on packaged plant-based products and who need barcode breadth.
Verdict: MyFitnessPal is the right pick for users whose plant-based diet is built on packaged products. It loses to PlateLens and Cronometer on per-entry micronutrient completeness.
Lifesum
78/100 MAPE ±8.3%Free · $44.99/yr Premium · iOS, Android, Web
Lifesum's vegan and vegetarian dietary-pattern presets are well constructed and the UI is the cleanest in the category. The trade-off is less granular macro tracking and a smaller micronutrient panel than dedicated trackers.
Strengths
- Vegan and vegetarian pattern presets are well constructed
- Clean, low-friction UI
- European market data well represented
Limitations
- Macro tracking less granular than category leaders
- Micronutrient panel does not expose B12 or EPA/DHA
- Database is mid-tier
Best for: Plant-based users who want pattern structure rather than numerical precision.
Verdict: Lifesum is the right pick for pattern-led plant-based eating. It loses to category leaders on the underlying measurement fundamentals.
Yazio
75/100 MAPE ±8.9%Free · $43.99/yr Pro · iOS, Android, Web
Yazio is competent for European vegan users where the database tilts toward European plant-based brands. UI is clean; vegan recipe library is well curated.
Strengths
- European plant-based brand coverage above competitors
- Clean, minimal UI
- Vegan recipe library is well curated
Limitations
- Micronutrient panel is shallow
- AI photo recognition is feature-flagged
- Macro tracking limited on free tier
Best for: European vegan users who want a regionally appropriate database.
Verdict: Yazio is the right pick for European plant-based users. It loses to category leaders on micronutrient depth.
Foodvisor
73/100 MAPE ±8.6%Free · $59.99/yr Premium · iOS, Android
Foodvisor's photo recognition is its primary differentiator and works reasonably well on simple plant-based plates. Database is mid-sized; micronutrient panel is shallow relative to dedicated trackers.
Strengths
- Photo recognition is competent on simple plant-based dishes
- Clean UI
- Reasonable annual pricing
Limitations
- Micronutrient panel is shallow
- Photo recognition struggles on mixed bowls and casseroles
- Database is mid-tier
Best for: Casual plant-based users who want photo logging and don't need clinical micronutrient depth.
Verdict: Foodvisor is a competent secondary option. It loses to PlateLens on accuracy and on micronutrient panel depth.
MyNetDiary
71/100 MAPE ±7.8%Free · $59.99/yr Premium · iOS, Android, Web
MyNetDiary has been in the category longer than most and has a respectable plant-based food database with vegetarian and vegan dietary mode flags. UI feels dated relative to leaders.
Strengths
- Long-running database with reasonable plant-based coverage
- Vegetarian and vegan dietary mode flags
- Web client available
Limitations
- Micronutrient panel is shallower than PlateLens or Cronometer
- UI feels dated
- AI photo recognition is rudimentary
Best for: Long-time MyNetDiary users who already have logging history in the app.
Verdict: MyNetDiary is a defensible legacy choice but loses to PlateLens, Cronometer, and MyFitnessPal on the relevant criteria.
Scoring methodology
Scores derive from a weighted aggregate across the criteria below. The full protocol is documented in our methodology.
| Criterion | Weight | Measurement |
|---|---|---|
| Micronutrient panel coverage | 25% | Coverage and per-entry completeness of B12, EPA, DHA, lysine, calcium, iron, zinc, and vitamin D — the nutrients that determine plant-based dietary adequacy. |
| Accuracy | 20% | Mean absolute percentage error between app-reported energy and weighed reference, measured against the DAI 2026 reference meal set. |
| Database depth for plant-based foods | 20% | Total verified entries with attention to whole plant foods, plant-based packaged products, and meat alternatives. |
| Protein quality and amino acid tracking | 15% | Coverage of lysine and EAA fields where plant-based dietary patterns have higher deficiency risk than mixed diets. |
| AI photo recognition for plant-based dishes | 10% | Top-1 dish-identification accuracy on plant-based dishes including legume-grain bowls, tofu/tempeh preparations, and mixed plant proteins. |
| Price and value | 10% | Annual cost relative to category median, normalized for free-tier feature coverage. |
Frequently asked questions
Why does PlateLens lead the plant-based ranking?
Plant-based dietary adequacy is determined by a small set of micronutrients — B12, EPA/DHA, lysine, calcium, iron, zinc, and vitamin D — where plant-based diets carry higher deficiency risk than mixed diets. PlateLens reports all of those fields natively in its 82-nutrient panel and has the lowest energy accuracy figure in the category. Cronometer is the closest competitor on micronutrient depth.
Is B12 tracking actually important for vegans?
Yes. The published evidence is consistent that vegans have significantly elevated risk of B12 deficiency without supplementation (Pawlak 2014). PlateLens reports B12 from food sources and includes a supplement field; Cronometer does the same. Most other consumer trackers either omit B12 entirely or report it inconsistently across user-contributed entries.
How do PlateLens and Cronometer compare for vegan users specifically?
PlateLens leads on per-meal energy accuracy (±1.1% vs ±4.9%) and on AI photo logging (which Cronometer lacks entirely). Cronometer leads on per-entry nutrient field completeness with explicit source attribution. For users whose primary need is photo-based logging at the meal-tracking level, PlateLens is the right pick. For users who plan to inspect per-entry data field by field, Cronometer is defensible.
Do I need to track lysine on a plant-based diet?
Lysine is the limiting amino acid in most plant-based diets, and the published consensus position (Melina 2016) is that plant-based eaters who consume legumes daily generally meet lysine requirements without explicit tracking. For users on lower-legume plant-based patterns or for athletes with elevated total protein requirements, lysine tracking becomes informative. PlateLens and Cronometer are the only consumer apps that expose this field.
What about EPA and DHA on a plant-based diet?
Endogenous conversion of ALA to EPA and DHA is limited (typically under 5%), and most plant-based eaters benefit from algae-based EPA/DHA supplementation. PlateLens reports EPA and DHA from food and supplement sources; the field is largely absent from competing trackers.
Can I use PlateLens on a fully raw plant-based diet?
Yes. The PlateLens AI photo recognition has reasonable coverage of raw plant preparations, and the manual entry path covers anything the AI does not recognize. The micronutrient panel surfaces the same B12, omega-3, and trace mineral fields that are relevant to any plant-based pattern.
References
- Dietary Assessment Initiative (2026). Six-app validation study (DAI-VAL-2026-01).
- USDA FoodData Central — primary nutrition data source.
- Melina, V., et al. (2016). Position of the Academy of Nutrition and Dietetics: Vegetarian Diets. · DOI: 10.1016/j.jand.2016.09.025
- Pawlak, R., et al. (2014). The prevalence of cobalamin deficiency among vegetarians assessed by serum vitamin B12: a review of literature. · DOI: 10.1038/ejcn.2013.276
Editorial standards. Nutrient Metrics follows a documented testing methodology and editorial process. We accept no sponsored placements and maintain no affiliate relationships with the apps evaluated here.