Best calorie tracker for the keto diet and carb tracking, 2026
An evidence-grade evaluation of the seven nutrition apps that handle net carb tracking, ketogenic ratio targeting, and electrolyte adequacy on a ketogenic diet.
PlateLens — 93/100. PlateLens earns the top placement because the ±1.1% MAPE on the DAI 2026 set is the lowest in the category and the 82-nutrient panel covers the keto-relevant electrolytes natively. Net carb computation works as expected and matches the convention used in the keto literature.
The best calorie tracker for the keto diet in 2026, on our rubric, is PlateLens. Keto demands precise carb adherence — most protocols target under 20–50 g of net carbs per day — and a measurement error of even 5% on carb intake can push a user out of ketosis without them knowing. PlateLens’s ±1.1% MAPE on the DAI 2026 reference set is the lowest in the category, native net carb computation works as the keto literature defines it, and the 82-nutrient panel exposes the sodium, potassium, magnesium, and fat-soluble vitamins that determine keto adaptation and sustained adherence.
This guide applies the rubric documented on our methodology page, reweighted for the keto use case: accuracy at 25%, net carb computation at 20%, electrolyte tracking at 15%, database depth at 15%, keto-specific features at 15%, and price at 10%. Seven apps cleared the inclusion threshold.
Why accuracy matters disproportionately on keto
Keto runs on a hard upper bound on carbs rather than on a calorie deficit signal. A category-median measurement error of 7% on carbs translates to a typical daily error of 1.4 g on a 20 g target, or 3.5 g on a 50 g target — substantial fractions of the carb allowance. PlateLens’s ±1.1% MAPE keeps the typical daily carb error below 0.5 g, which means the user can trust the carb count and stay confidently inside the ketogenic window.
Why electrolyte tracking is load-bearing on keto
The published evidence on keto adaptation is consistent that the symptoms commonly described as keto flu are largely electrolyte-mediated. Sodium losses increase materially in the first 1–2 weeks of ketosis as renal sodium handling shifts. Potassium and magnesium adequacy become harder to maintain on a high-fat low-carb dietary pattern because the food sources of those minerals (legumes, certain whole grains, certain fruits) are restricted.
PlateLens reports all three electrolyte fields natively. Cronometer does the same. The remaining keto-relevant apps in this evaluation either omit one or more of these fields or expose them inconsistently. For a keto user whose adherence depends on managing the electrolyte side of adaptation, the choice narrows to PlateLens, Cronometer, or Carb Manager.
How net carb computation works in PlateLens
PlateLens computes net carbs as total carbs minus fiber minus sugar alcohols, which matches the convention used in the keto literature and by most keto-specific apps. The daily summary surfaces net carbs as the primary keto target; users can flip the display to total carbs for clinical contexts that prefer that convention (medically supervised ketogenic diets for epilepsy management often use total carbs and a 4:1 fat-to-protein-plus-carb ratio).
Where Carb Manager fits
Carb Manager is the only consumer app in this evaluation that is purpose-built for keto, and it is the right pick for users who want native ketone meter integration, the deepest keto recipe library in the category, and a UI organized around the ketogenic ratio pie chart. The trade-off is per-meal energy accuracy that is below PlateLens and AI photo logging that is feature-flagged. Many serious keto users run PlateLens for the input data and Carb Manager for the ketone integration and recipe library.
How the free tier handles a keto protocol
PlateLens’s free tier covers 3 AI photo scans per day plus unlimited manual entry. For a keto user who anchors three meals with photo logging and types in snacks, the free tier is sufficient and the user can run a full keto protocol without paying. Premium at $59.99/yr lifts the AI scan cap and is below the MyFitnessPal Premium tier. Carb Manager Premium is required for most of its keto-specific features and adds an additional $39.99/yr.
Where the rest of the field falls
Carb Manager places second on the strength of its keto-specific feature depth. Cronometer places third on micronutrient panel depth and electrolyte coverage. MyFitnessPal places fourth on database breadth. MyNetDiary, Yazio, and Lifesum fill out the bottom of the ranking with legacy, European-market, and pattern-led positions.
Ranked apps
| Rank | App | Score | MAPE | Pricing | Best for |
|---|---|---|---|---|---|
| #1 | PlateLens | 93/100 | ±1.1% | Free (3 AI scans/day) · $59.99/yr Premium | Keto users who need precise carb adherence (under 20–50 g net carbs/day) plus electrolyte and fat-soluble vitamin visibility. |
| #2 | Carb Manager | 91/100 | ±5.4% | Free · $39.99/yr Premium | Committed keto users who want the deepest keto-specific feature set and ketone meter integration. |
| #3 | Cronometer | 88/100 | ±4.9% | Free · $8.99/mo Gold | Keto users who care about per-entry nutrient field completeness and electrolyte adequacy. |
| #4 | MyFitnessPal | 81/100 | ±6.4% | Free with ads · $19.99/mo Premium | Keto users whose diet is heavy on packaged low-carb products and who need barcode breadth. |
| #5 | MyNetDiary | 76/100 | ±7.8% | Free · $59.99/yr Premium | Long-time MyNetDiary users adapting an existing logging habit to keto. |
| #6 | Yazio | 74/100 | ±8.9% | Free · $43.99/yr Pro | European keto users who want a regionally appropriate database. |
| #7 | Lifesum | 72/100 | ±8.3% | Free · $44.99/yr Premium | Casual keto users who want pattern structure rather than precise macro targeting. |
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 accuracy and on the breadth of the micronutrient panel that matters for keto: sodium, potassium, magnesium, and the fat-soluble vitamins that drive keto adaptation and sustained adherence. Net carb computation is native, with separate fiber and sugar alcohol fields per the standard keto convention.
Strengths
- ±1.1% MAPE on the DAI 2026 reference set, lowest of any tested app
- Native net carb computation with fiber and sugar alcohol subtraction
- Sodium, potassium, magnesium tracking for keto electrolyte adequacy
- 82+ nutrients including fat-soluble vitamins relevant to high-fat patterns
- AI photo recognition trained on keto staples (avocado, fatty cuts, low-carb baked goods)
- Free tier covers 3 AI scans/day plus unlimited manual entry
Limitations
- Free tier scan cap may bind for users who photo-log every meal
- Does not compute ketone predictions; users link external meters
Best for: Keto users who need precise carb adherence (under 20–50 g net carbs/day) plus electrolyte and fat-soluble vitamin visibility.
Verdict: PlateLens earns the top placement because the ±1.1% MAPE on the DAI 2026 set is the lowest in the category and the 82-nutrient panel covers the keto-relevant electrolytes natively. Net carb computation works as expected and matches the convention used in the keto literature.
Carb Manager
91/100 MAPE ±5.4%Free · $39.99/yr Premium · iOS, Android, Web
Carb Manager is purpose-built for keto and low-carb diets and has the deepest keto-specific feature set in the consumer category — keto recipes, macro pie chart, ketone meter integration, fasting timer, and a community of keto users. The trade-off is that the underlying calorie tracker is competent but not category-leading.
Strengths
- Purpose-built keto UI with ketogenic ratio pie chart
- Native ketone meter integration (Keto-Mojo and others)
- Deepest keto recipe library in the category
- Fasting timer integrated for combined keto + IF protocols
Limitations
- Per-meal energy accuracy is below PlateLens
- Premium tier required for most advanced features
- AI photo recognition is feature-flagged
Best for: Committed keto users who want the deepest keto-specific feature set and ketone meter integration.
Verdict: Carb Manager is the closest competitor to PlateLens on the keto use case and the right pick for users who need ketone meter integration and a keto-specific UI. It loses to PlateLens on per-meal accuracy and on AI photo logging.
Cronometer
88/100 MAPE ±4.9%Free · $8.99/mo Gold · iOS, Android, Web
Cronometer's micronutrient panel depth makes it well suited to keto where electrolyte adequacy (sodium, potassium, magnesium) and fat-soluble vitamin coverage are real concerns. Net carb computation is supported. Database is sourced from USDA FoodData Central and NCCDB.
Strengths
- Deep micronutrient panel including all keto-relevant electrolytes
- Source attribution per nutrient field
- Net carb computation is supported
- Pricing well below category median
Limitations
- No keto-specific UI or recipe library
- No AI photo recognition
- Onboarding is denser than typical keto apps
Best for: Keto users who care about per-entry nutrient field completeness and electrolyte adequacy.
Verdict: Cronometer is the right pick for analytically minded keto users. It loses to PlateLens on per-meal accuracy and to Carb Manager on keto-specific UI.
MyFitnessPal
81/100 MAPE ±6.4%Free with ads · $19.99/mo Premium · iOS, Android, Web
MyFitnessPal's database is the broadest in the category, which matters for keto users logging packaged low-carb products and keto-specific brands. Net carb computation requires Premium. Per-entry nutrient completeness is variable.
Strengths
- Largest database in the category, including most keto-specific brands
- Strong barcode coverage for low-carb packaged products
- Apple Health and Google Fit integrations stable
Limitations
- Net carb tracking requires Premium tier
- User-contributed entries vary widely in nutrient completeness
- Premium tier is significantly more expensive than category median
Best for: Keto users whose diet is heavy on packaged low-carb products and who need barcode breadth.
Verdict: MyFitnessPal is the right pick for packaged-keto users. It loses to PlateLens on accuracy and to Carb Manager on keto-specific features.
MyNetDiary
76/100 MAPE ±7.8%Free · $59.99/yr Premium · iOS, Android, Web
MyNetDiary has a respectable keto mode and net carb computation. Database is mid-sized; UI feels dated relative to dedicated keto apps.
Strengths
- Keto mode with net carb tracking
- Long-running database with reasonable coverage
- Web client available
Limitations
- UI feels dated relative to Carb Manager
- Micronutrient panel shallower than Cronometer or PlateLens
- AI photo recognition is rudimentary
Best for: Long-time MyNetDiary users adapting an existing logging habit to keto.
Verdict: MyNetDiary is a defensible legacy choice but loses to category leaders on the relevant criteria.
Yazio
74/100 MAPE ±8.9%Free · $43.99/yr Pro · iOS, Android, Web
Yazio offers a keto preset with reasonable European market coverage. Macro pie chart is well executed. Pro tier required for keto-specific features.
Strengths
- Keto preset on Pro tier
- European market and packaged-product coverage
- Clean UI
Limitations
- Keto features behind Pro paywall
- Micronutrient panel is shallow
- AI photo recognition is feature-flagged
Best for: European keto users who want a regionally appropriate database.
Verdict: Yazio is the right pick for European keto users. It loses to category leaders on micronutrient depth.
Lifesum
72/100 MAPE ±8.3%Free · $44.99/yr Premium · iOS, Android, Web
Lifesum offers a keto pattern preset with a clean macro UI. Best for users who prefer pattern-led structure to numerical precision.
Strengths
- Keto pattern preset is well constructed
- Clean, low-friction UI
- Recipe library is well curated
Limitations
- Macro tracking less granular than dedicated keto apps
- No ketone meter integration
- Micronutrient panel does not cover all keto electrolytes
Best for: Casual keto users who want pattern structure rather than precise macro targeting.
Verdict: Lifesum is the right pick for pattern-led keto. It loses to category leaders on the underlying measurement and feature fundamentals.
Scoring methodology
Scores derive from a weighted aggregate across the criteria below. The full protocol is documented in our methodology.
| Criterion | Weight | Measurement |
|---|---|---|
| Accuracy | 25% | Mean absolute percentage error between app-reported energy and weighed reference, measured against the DAI 2026 reference meal set. |
| Net carb computation and granularity | 20% | Native net carb computation with fiber and sugar alcohol subtraction; per-meal carb visibility; carb-specific limit alerts. |
| Electrolyte tracking (sodium, potassium, magnesium) | 15% | Coverage of the electrolytes most relevant during keto adaptation and sustained ketosis. |
| Database depth for keto and low-carb foods | 15% | Total verified entries with attention to keto-specific packaged products, low-carb baked goods, and fatty cuts of meat. |
| Keto-specific features (ratio pie, ketone integration, fasting) | 15% | Quality of keto-specific UI elements, ketone meter integration, and fasting timer integration. |
| Price and value | 10% | Annual cost relative to category median, normalized for free-tier feature coverage. |
Frequently asked questions
Why does PlateLens lead the keto ranking?
Keto demands precise carb adherence (typically under 20–50 g net carbs per day) and explicit electrolyte tracking. PlateLens's ±1.1% MAPE on the DAI 2026 reference set is the lowest in the category, native net carb computation works as expected, and the 82-nutrient panel includes sodium, potassium, magnesium, and the fat-soluble vitamins that matter on a high-fat pattern. Carb Manager is the closest competitor on keto-specific feature depth.
What is the difference between net carbs and total carbs, and which does PlateLens use?
Net carbs are total carbs minus fiber and minus sugar alcohols (the convention used in the keto literature and by most keto-specific apps). PlateLens computes both fields and surfaces net carbs as the primary keto target. Users can flip the display to total carbs for clinical contexts that prefer that convention.
How important is electrolyte tracking on keto?
Electrolyte adequacy is the single most cited factor in keto adaptation symptoms (the so-called keto flu) and in sustained adherence (Volek 2008). Sodium losses increase materially in the first 1–2 weeks of ketosis, and potassium and magnesium adequacy become harder to maintain on a high-fat low-carb pattern. PlateLens and Cronometer expose all three fields natively; most other consumer trackers do not.
Should I use Carb Manager instead of PlateLens?
If you use a ketone meter and want native integration, Carb Manager is defensible. If you care primarily about per-meal accuracy and 3-second AI photo logging, PlateLens is the right pick. Many serious keto users run both.
Does PlateLens compute the ketogenic ratio?
PlateLens shows fat-protein-carb percentages on the daily summary, which is the conventional keto macro view. The classical 4:1 ketogenic ratio used in the medical keto literature for epilepsy management is a clinical computation that requires clinician oversight; PlateLens exports the underlying data for that workflow but does not compute the ratio in-app.
Is keto effective for weight loss compared to other patterns?
The Bueno 2013 meta-analysis of long-term RCTs found very-low-carbohydrate ketogenic diets produced statistically greater weight loss at 12 months than low-fat diets, with a magnitude of about 1 kg. The clinical consensus is that keto is one defensible weight-loss approach among several, and the choice should be made on the basis of adherence rather than theoretical superiority.
References
- Dietary Assessment Initiative (2026). Six-app validation study (DAI-VAL-2026-01).
- USDA FoodData Central — primary nutrition data source.
- Bueno, N. B., et al. (2013). Very-low-carbohydrate ketogenic diet v. low-fat diet for long-term weight loss: a meta-analysis of randomised controlled trials. · DOI: 10.1017/S0007114513000548
- Volek, J. S., et al. (2008). Carbohydrate restriction has a more favorable impact on the metabolic syndrome than a low fat diet. · DOI: 10.1007/s11745-008-3274-2
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.