Key takeaways
- Mettle’s “Why this?” connects the next reps and load to the same history and rule used to calculate them. It remains in development.
- A program library and a workout logger can be the right choice when you already trust a training plan and need help following it.
- Compare the workout flow as well as the plan: logging a set, changing an exercise, taking a rest, and seeing what to do next.
Choose how much of the plan you want the app to own
Mettle is being built to turn logged sets into the next targets and show why they changed. Fitbod generates adaptive sessions; Alpha Progression focuses on muscle-building plans; Boostcamp carries established programs; Hevy keeps the log for a routine you choose. Start with whether you need a plan, help adjusting it, or a better record of what you already do.
A workout log can tell you what happened last time. The next question is what to do with that information. Some apps recommend the next reps and load, some generate the whole session, and others help you follow a program you already trust. This guide compares those roles, rather than treating every strength app as the same kind of coach.
| App | Primary use case | Progression model | Question to ask |
|---|---|---|---|
| Mettle | Targets calculated from logged sets, with a reason you can inspect. | Training rules calculate reps and loads; “Why this?” uses the same evidence. The local coach proposes reviewable plan changes. | In development for iPhone with Apple Intelligence required. Private iCloud storage is the default when available, with a local fallback. |
| Fitbod | A generated workout that adapts to available equipment and history. | Personalized recommendations shaped by performance, recovery, goals, and workout context. | Can you see why a movement or target changed, and can you override it without losing useful history? |
| Alpha Progression | Hypertrophy plans and set-level weight or rep targets. | Recommendations calculated from past performance, with exercise and muscle charts. | Does its exercise selection and volume match your equipment, recovery, and training preference? |
| Boostcamp | Following an established or community program. | Program-defined rules, auto-progression, RPE or RIR logging, and custom-program support. | Who wrote the program, what is the progression rule, and is the version faithful to the methodology? |
| Hevy | Recording a routine you already understand. | History, records, charts, and user-controlled routines support manual decisions. | Do you want the app to set targets, or would training target interfere with a plan you already trust? |
Scroll horizontally to read the complete comparison on smaller screens.
1. Mettle: targets with a reason you can inspect
Mettle starts with your goals, experience, equipment, schedule, and session length. As you log sets, its training rules calculate the next targets. Open “Why this?” to see the evidence used for the decision. The local coach can help you change the plan when time or equipment changes, with actions you review. The current build also includes resumable workouts, CSV export, and a Watch remote. It requires Apple Intelligence; training calculations happen on-device, while private iCloud storage is used by default when available.
2. Fitbod: adaptive workout generation
Fitbod is intended to remove much of the daily planning burden. Official materials describe personalized workouts based on goals, training history, muscle recovery, equipment, workout duration, and logged effort such as reps in reserve. It includes exercise tracking, progress insights, a large exercise library, wearable and health-platform integrations, and previously loaded offline workouts. The current US website price is $15.99 monthly or $95.99 yearly after a trial. Variety and mature adaptive generation are central to its model. Its explanation depth, substitution behavior, account requirements, and health-data path are the relevant contrasts with Mettle’s inspectable local design.
3. Alpha Progression: hypertrophy-focused targets
Alpha Progression’s Pro page focuses on muscle building. Its plan generator uses equipment, experience, goal, and schedule. Its progression system recommends precise weight and repetition targets for each set from past performance. Charts cover exercises, muscles, training, and body measurements. The official page currently lists $12.99 per month or $79.99 per year, with an annual trial. Hypertrophy specialization and explicit set targets are central to its model. A precise number is still a recommendation: actual readiness, pain, technique, sleep, equipment differences, and exercise setup can justify a different choice.
4. Boostcamp: progression inside a known program
Boostcamp organizes more than 11,000 coach and community programs alongside a workout tracker. Its free offering includes most of the coach-designed library, workout logging, RPE and RIR, a plate calculator, rest timers, personal records, estimated one-repetition maximums, and limited custom creation. Pro adds exclusive programs, advanced analytics, personalized programming, and unlimited creation. The annual price shown was $59.99; the month-to-month option was $14.99. Its model assumes that a lifter has selected a named program and wants the app to execute that progression rather than invent a new structure each day. The important research question is who authored each plan and how faithfully the app represents its rules.
5. Hevy: flexible logging and optional social accountability
Hevy describes its core around workout logging, progress tracking, and social connection. A person can build routines, log sets, inspect exercise performance, follow body measurements and muscle-group charts, review reports and records, and use supported wearables. A fast record for an existing plan or coach is central to its model. Social features are optional: Hevy documents private profiles, private individual workouts, and removal of social surfaces. Progression decisions can remain with the person or their coach, using the log as evidence rather than authority.
Look for the reason behind a changed target
- THE PREVIOUS EVIDENCE: Completed sets, repetitions, load, effort rating, skipped work, substitutions, and relevant notes.
- THE RULE: For example, remain inside a target range until all planned sets reach the upper threshold with acceptable effort, then make a small load change.
- THE NEXT TARGET: The exact sets, range, load, rest, and whether the app is holding, progressing, regressing, or deloading.
- THE REASON: A plain-language explanation tied to history rather than generic motivational copy.
- THE OVERRIDE: A person must be able to reduce, substitute, skip, or stop without fighting the interface.
- THE UNCERTAINTY: Missing history, changed equipment, stale bodyweight, pain, or unusual fatigue should be visible rather than silently converted into false precision.
Separate coaching language from training calculations
Ask what the app uses to change a target: completed reps, load, a program rule, logged effort, or a model-generated suggestion. Mettle ties the calculation and its explanation to the same evidence. That makes a recommendation easier to inspect, but you still decide what to attempt. Also check whether a history of missed sets is visible and whether changing an exercise leaves you with a usable plan.
Before you choose
Its training rules use completed sets and target ranges to calculate what comes next. “Why this?” uses the same evidence to explain the change. Mettle remains in development; the product page describes its progression and coaching workflow.
Sources and further reading
Read the product documentation behind the comparison. Check the linked pages for current features and prices.
- Fitbod official FAQ
- Fitbod subscriptions and pricing
- Fitbod privacy policy
- Alpha Progression Pro features and pricing
- Boostcamp official product site
- Boostcamp Pro features and pricing
- Hevy official feature list
- Hevy privacy and social controls
- ACSM 2026 resistance training guideline update
- HHS Physical Activity Guidelines for Americans
- CDC guidance for chronic conditions and disabilities
- Apple health and fitness app privacy guidance
Explore Mettle
See how Mettle uses completed sets to set the next targets and explain them. Follow its development if your workout log leaves you doing that work yourself.