Comparison Guide
Refactor Fitness vs Cal AI
Cal AI is a photo-first calorie tracker. You snap a picture of your meal and it estimates calories and macros. Refactor matches the photo logging and adds what Cal AI does not have: workout tracking and a coach that reads your meals and your training together.
Short answer: choose Cal AI if you want a quick, photo-based calorie counter and do not need workout tracking. Choose Refactor Fitness if you lift and want one app that uses your meals and your training together to help you reach your goal faster.
What each app is built around
Cal AI is a calorie tracker built around meal photos. Its listing describes taking a photo of your food to get a nutritional breakdown, plus barcode scanning, a manual food database, step tracking, and a meal-memory feature for relogging past meals. It is aimed at people who want the fastest possible way to log what they ate without typing much. Photo estimates are approximations, and accuracy varies with how mixed or wrapped the food is, so it works best as a quick estimate rather than a precise weigh-and-log.
Refactor Fitness reads meal photos too, and it also lets you scan barcodes, search a database, or log in plain text when a photo is not enough. The larger difference is that Refactor logs your workouts in the same app: sets, reps, weight, templates, programs, and PRs. Spot, the AI coach, reads your food and your training together and suggests what to change next, so you spend less time guessing, and you accept, edit, or dismiss each suggestion. Cal AI focuses on food, so a lifter using it tracks workouts somewhere else. With Refactor, everything lives in one app and one subscription.
Feature comparison
| Question | Refactor Fitness | Cal AI |
|---|---|---|
| Photo-based meal logging | Built in Spot estimates macros from a meal photo, and you can also use barcode, search, or plain-text logging. |
Core fit The listing describes photographing a meal to get a calorie and macro breakdown. |
| Calorie and macro tracking | Built in Calories, macros (protein, carbs, and fat), fiber, saved meals, and adjustable targets. |
Built in The listing describes calorie counting, adjustable macros, and barcode and nutrition-label options. |
| Workout logging for lifters | Built in Sets, reps, weight, templates, programs, PRs, post-workout analysis, and progress. |
Not a workout tracker The listing centers on food logging and step tracking. Lifters track workouts elsewhere. |
| AI that reads meals and lifting together | Core fit Spot can use meals, workouts, PRs, body measurements, goals, and progress in one recommendation. |
Nutrition-only AI The AI estimates food from photos. It does not read workout data because the app does not track workouts. |
| Best fit | Self-led lifters who want one app, and advice that uses their food and training to guide the next adjustment. | People who want a fast, photo-first calorie counter without workout tracking. |
- Refactor Fitness source: official website and App Store listing.
- Cal AI source: official website and Cal AI App Store listing, reviewed July 2026.
Pricing
Pricing was reviewed in July 2026 and can change, so check each app before you subscribe.
| Plan | Refactor Fitness | Cal AI |
|---|---|---|
| Free option | Free tier with unlimited nutrition and workout logging. | Free to download with in-app purchases. The App Store listing notes that food-scan results require a subscription. |
| Monthly and annual | Refactor Pro is $14.99 per month, or $119.99 per year, which works out to about $10 per month. | The App Store listing shows in-app purchase tiers up to about $29.99. Cal AI does not publish a single fixed price, and reported prices vary. |
Cal AI prices are from the App Store listing reviewed in July 2026. Cal AI does not display a single public price, and the amount can vary by onboarding, region, or promotion, so confirm the price shown to you before subscribing. Spot AI recommendations are software-generated and are not medical advice or a guaranteed-results program.
More app for the money. Refactor Fitness starts free, with no credit card required, and keeps your workouts and nutrition in one app instead of separate tools. Refactor Pro adds Spot AI coaching that connects your meals, training, and progress, and includes a 14-day free trial. See full pricing.
Choose Refactor if...
- You lift and want one app instead of a calorie counter plus a separate workout log.
- You want suggestions that account for both your food and your training, so you know what to adjust next.
- You want photo logging for speed, with barcode, search, and plain-text logging when precision matters.
- You want to start free and add AI coaching when you are ready.
Choose Cal AI if...
- You want the fastest possible photo-based calorie logging.
- You do not need workout tracking in the same app.
- You are comfortable with photo estimates as a quick approximation.
- You want a nutrition-only tool and track training elsewhere, if at all.
Cal AI makes food logging quick, and if a photo calorie counter is all you need, it does that one job. The gap for a lifter is training. Because Cal AI does not track workouts, it cannot tell you how your eating and your lifting are affecting each other. Refactor keeps both in one app, so the advice you get covers your whole week and helps you reach your goal with less guesswork. For a wider view, see AI fitness apps for lifters.
A note on photo accuracy
Photo-based calorie estimates are approximate in any app. A camera cannot see the oil a dish was cooked in or the exact portion under a sauce, so the numbers are a starting point rather than a precise measurement. The difference is what you can do about it. In Refactor, the photo is a fast starting point you can adjust on the spot: fix the entry with a barcode scan, a database search, or plain text, and Spot works from whatever you log. If a fast photo estimate is all you want, Cal AI is built for that. If you want the same photo speed plus workout tracking and advice that accounts for both, that is Refactor.
Frequently asked questions
How much does Cal AI cost?
Cal AI does not publish a single fixed price; as of July 2026 its App Store listing shows in-app purchase tiers up to about $29.99, the price appears after onboarding, and food-scan results require a subscription. Refactor Fitness shows its pricing up front: unlimited nutrition and workout logging free, and Refactor Pro at $14.99 per month or $119.99 per year, so you know the cost before you commit.
How does Refactor Fitness log meals from a photo?
Snap a photo and Spot estimates the calories and macros, so logging takes seconds. The photo is a fast starting point you can adjust on the spot: when precision matters, fix the entry with a barcode scan, a database search, or plain text, and Spot works from whatever you log.
Does Cal AI track workouts?
No. Cal AI's listing centers on food logging and step tracking, so lifters track workouts in a separate app. Refactor Fitness logs sets, reps, weight, templates, programs, and PRs in the same app as your nutrition, so the advice you get accounts for both what you ate and how you trained.
What does Spot do with my meals and workouts?
Spot reads your meals and workouts together and suggests what to adjust next, like a calorie change after a heavy training week, so you spend less time guessing about your progress. You accept, edit, or dismiss every suggestion.
Can I use Refactor Fitness for free?
Yes. Refactor Fitness is free for unlimited nutrition and workout logging, with no credit card required. Refactor Pro adds Spot AI coaching for $14.99 per month or $119.99 per year and includes a 14-day free trial.