I did every session on the plan for a year and my FTP moved by four watts. TrainerRoad executed all of it and never once told me why. So I wore a ring alongside it for four months to find out whether the ring could.
By Marcus Chen, Cycling Tech Analyst · 4 months side by side · Training tech reviewed since 2018
Here's the problem I had, and I'd bet it's yours. I train eight to ten hours a week around a job. I follow the plan. I don't skip intervals. And for most of last year my FTP sat within a few watts of the same number, every test.
I'm not unusual. On the TrainerRoad subreddit a rider who'd just finished a block wrote, “3 months of structured training for a 0w increase in FTP, great,” and cancelled. He'd done the work. The software had executed it perfectly.

That's the whole review in one sentence.
Head-to-head, four months on the same legs

Devices, apps and who decides — measured over four months
| Feature | HELIOS | TrainerRoad |
|---|---|---|
| Worn while you sleep | Every night, 3–4 g titanium | — |
| Charge | 7–10 days | — |
| Sees how you slept | Yes | No |
| Sees what you ate | Yes, same app | No |
| Sees what you ate | Yes — same app | |
| Builds the morning call from all three | Yes | |
| Changes tomorrow's session | Proposes, you approve | |
| Rebuilds the rest of the week | Yes | |
| Coach you can ask a question | Marco, in the app | |
| Asks before it changes anything | Yes | |
| Outdoor rides | Native | Model struggles |
| Explains why it changed | Marco, in plain words | On its forum |
| Power | Estimated trend | Meter, if owned |
| Navigation | In the app | On the Edge |
| Fuel plan | Built to the session | No |
| Works if you stop paying | Ring keeps working | Varies by vendor |
| Adapts automatically | Marco, with your OK | Automatic, no explanation |
| Price | See the offer | Subscription |
Ride it for a month. If it can't tell you what's been holding your number back, send it back.
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Same plan, same weeks, both running in parallel, four months.
HELIOS: read the night, proposed moving the intervals to Tuesday, and reflowed the week around it.
TrainerRoad: kept Sunday’s plan. It can’t see a night, so it can’t react to one.
Verdict: HELIOS + THRIVE. It saw the night. The other one wasn't looking.
HELIOS: the morning number is built from sleep, this week’s training load and what I ate, and Marco says which one moved.
TrainerRoad: adapts from ride files alone. Its own users ask on its forum why the adaptations happen.
Verdict: HELIOS + THRIVE, because it reads three things, and tells you which one moved.
HELIOS: flagged the slide on hard days; Marco read it as under-fuelling and changed the fuel plan for the block.
TrainerRoad: has never seen a meal. It would have read the same slide as “getting weaker” and adapted the plan down.
Verdict: HELIOS + THRIVE, and it isn't close. TrainerRoad isn't in this contest.
Bottom line: this is the part that answers the headline. When you're doing the work and the number isn't moving, it's almost never that you need to train harder.
Europe's and America's sports-medicine bodies put out a joint statement on overtraining, and it is clear that no single marker tells you where an athlete is. You need several, read together. THRIVE reads several.

Straight answers from four months of testing
In most of the riders I've talked to, yes. A 2019 controlled study on well-trained cyclists is the cleanest evidence: riders whose plan adjusted daily to their own recovery improved peak power, threshold power and a 40-minute time trial over eight weeks.
The fixed-plan group didn't improve significantly. Same hours, same work. The difference was whether the plan listened.
What it adapts from. TrainerRoad adapts from the ride you just did. THRIVE adapts from the night before the ride you're about to do, plus what you've eaten and what you're carrying.
One reacts to a bad session. The other tries to prevent it.
No. It proposes, once a day, in the morning. You approve or you don't.
Nothing changes on its own and nothing changes mid-ride.
THRIVE builds and holds its own plan and executes it in its own ride computer, on your phone.
Running two planners against each other defeats the point of one of them knowing your recovery.
Compare that to:
And the ring keeps working if you ever stop paying. That’s the difference between us and the practice riders are angry about.
HELIOS: power on the bike is estimated, and there's no screen on the bars other than your phone.
TrainerRoad: it has never seen you sleep or eat, and its users say so on its own forum.
With the ride computer, training plan and fuelling all in the app
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The ring, every night, and THRIVE for the plan. TrainerRoad is still installed.
I haven't opened TrainerRoad since week seven.
TrainerRoad adapted the plan. It never told me why.
My FTP finally started moving.
I’m not claiming the ring did that alone. I’m claiming something finally decided.
Best for: Deciding tomorrow
Best for: What interval is next
“The first system I've used that could tell me why a block didn't work, before the block was over.”
The difference is what goes into the number and what happens after it.
With the ring reading every night, you get a plan that answers to how you actually recovered
A flat FTP with consistent training is usually a recovery problem, not a training one.
TrainerRoad adapts from ride files; it has never seen your sleep or your food.
THRIVE's morning call is built from sleep, load and food together.
It proposes; you approve. Daily, never mid-ride.
The evidence is a 2019 study on well-trained cyclists: the plan that adjusted to each rider's recovery won, the fixed plan didn't.
Power is estimated. If you race on watts, keep the meter.
THRIVE's claim is that in 2026 no product could see every necessary data point, tie it together and give you one feedback loop, so they built one. HELIOS is a grade-5 titanium ring, 3–4 g, 7–10 day battery, heart rate, blood oxygen, skin temperature and motion sensors, water resistant to 330 ft, worn 24/7. THRIVE is the app: it asks about you and your goal, builds your plan, builds the nutrition plan that fuels it (photo, barcode, saved meals, or tell Marco), and runs your rides through its own fully equipped bike computer with climbs, estimated power, cadence, heart rate, routes and group rides. Marco is the coach inside it, trained on sports scientists and cycling coaches, with full context on your recovery, nutrition, plan and goals. He proposes; you approve. Strength and mobility work is in there too.
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