HOW WE JUDGED THE OPTIONS
CHOOSE THE DECISION, NOT THE LONGEST FEATURE LIST
Inputs
Which signals are used: completed load, sleep, HRV, resting heart rate, soreness, energy or rider-entered context?
Correction
Can the cyclist override or qualify a score that does not match how the day actually feels?
Action
Does the result change duration, intensity or volume, or does it merely show another number?
Boundary
Does the product avoid turning one noisy morning into a diagnosis or a dramatic training decision?
JOIN
BEST FOR READINESS THAT CHANGES TODAY'S RIDE
Cyclists following an adaptive plan who want soreness and perceived recovery included in the daily decision.
Why it fits: JOIN documents that the rider can correct soreness or recovery and that the suggested workout's type, duration and intensity can update.
Watch-out: It is primarily a cycling-plan decision; it is not a full strength-recovery coordinator.
Project Summit
BEST APPLE-HEALTH-FIRST CYCLING RECOVERY LAYER
iPhone cyclists who want sleep, HRV and recent load connected to an adaptive cycling plan.
Why it fits: Summit states that it reads recovery data from Apple Health and uses recovery and availability to rewrite the plan, while showing the underlying sleep and recovery detail.
Watch-out: Its official site currently specifies iPhone and iOS 26 or later; strength progression is not the product's documented core job.
Garmin Connect
BEST DEVICE-NATIVE RECOVERY SIGNAL
Riders already recording training and overnight data with a compatible Garmin device.
Why it fits: Garmin's ecosystem can surface recovery time and training-readiness signals beside recorded cycling load without adding a separate sensor platform.
Watch-out: Compatibility and inputs vary by device, and a device score is still context—not a diagnosis or a complete strength-placement decision.
Do not buy a colour; buy a decision
Red, amber and green are easy to understand, but the practical question is what happens next. A good recovery product should show enough context to distinguish a hard training block from one poor night, then make a bounded change that protects consistency.
If a score cannot explain its inputs, use it as a trend only. If it disagrees with illness symptoms, unusual pain or severe fatigue, stop treating the app as the authority and seek the appropriate professional advice.
Readiness is not the same as recovery
Recovery describes the process between training exposures. Readiness is a narrower decision about what is sensible now. An app may measure sleep or HRV well but still leave the rider to decide what today's bike or gym session should become.
Roadman's free readiness check provides a conservative same-day screen, while the deeper recovery screen helps identify which lever needs attention. The upcoming app is intended to connect that decision to strength volume, but it is not ranked here before launch.