Private beta · Invite only · Spring 2027

Your training data isn't telling you anything.

You have four years of runs, a heart-rate zone chart and a fitness curve. None of it answers the only question that matters four months out: am I on track for my goal race?

Bib is a coach that reads your Strava, your watch and Apple Health together. Every week it tells you where you stand and the marathon you could run today. Every day it turns that into your session, grades the run once you're home, and adjusts the plan with you when the week doesn't go to plan.

11
past races tested
3.1%
average miss
10 of 11
inside its band

Bib opens to a small group of early adopters in spring 2027 — tell us a little about how you run and we'll write when your spot is ready.

Apply for the beta

Already invited? Sign in with Google, Apple or your email link. No password, no card.

You're already doing something extraordinary.

Only a small fraction of people will ever complete a half marathon.

Even fewer will cross the finish line of a marathon.

And among marathon finishers, only about 1 in 9 runs fast enough to meet the Boston Marathon qualifying standard.

A half marathon
13.1miles
A marathon
26.2miles
The qualifying standard
Boston

Each finish line puts you in increasingly rare company.

You've run a marathon. Now you're chasing a mark achieved by roughly 11% of marathon finishers.

A pack of marathon runners coming up a wide road through morning fog, the 13-mile marker of the California International Marathon at the roadside.

Mile 13 · California International Marathon

The only question that matters is whether you'll be ready for this.

The math

Three numbers, and no black box behind them.

You already know what a fitness curve is worth. These are the three we compute, exactly how we compute them, and what each one can't tell you.

01

Your FIT number

pace at your reference heart rate → the marathon you could run today

Every run, at any heart rate, says how fast you are at one reference heart rate once heat, hills and duration are accounted for. Restated as a marathon time and blended with your latest race, it is the one number your Standing measures against — and it moves only when your fitness does.

It grew out of the efficiency factor (speed per heartbeat), which still runs underneath. A hot week or a hilly route can move it a minute or two, which is why the Standing reads it by the week, not the day.

02

Load ratio

7-day load ÷ 28-day average

Whether this week is a sensible step up from the last month. Under 0.8 you're resting or detraining; up to 1.3 is a build your body absorbs; past 1.5 is a spike. Between them is where adaptation actually happens.

It's a guardrail, not a prediction. The coach reads it before it suggests what next week should hold.

03

Race projection

your fitness + your races, priced on your course

Your FIT number blended with your recent races, calibrated on how your own past races actually went, then priced on the course you'll run — its hills, and how your last 10K tends to fade. Shown against the time you're chasing.

Every forecast carries a 90% band, and a thin season gives a wide one. Tested against eleven of our founder's past races, it missed by 3.1% on average.

3:47:203:50 standard

The coach

The numbers say where you stand. The coach tells you what to do about it.

Bib writes a plan for your race from the miles you run now, then walks it with you — through the bad night's sleep, the tight hamstring and the Saturday that won't happen.

  1. 06:00 · The morning brief

    Your sleep, soreness and recovery shape the day’s session, its heart-rate target and what to eat around it.

  2. Before the run

    Hard sessions explained in plain words: the effort to hold and the signal to stop, with more care for a masters runner or a sore spot. Strides are 80–85% of top speed, never a sprint.

  3. Minutes after

    The run graded row by row against the plan, then a short read on what went well, what drifted and what it means for tomorrow.

  4. Any time · Ask the coach

    A coach with your day, your week, your goal and your own notes in front of it — one that remembers what you told it last week.

Ask the coachWednesday

Hamstring's tight after Tuesday's 8. Should I still run Saturday's 12?

Tuesday held under 141 the whole way, so this reads as tightness, not fatigue. Keep tomorrow's 7 easy and see how it answers on Friday.

If it's still talking to you, make Saturday 10. The long run is the one session this week worth protecting — shortening it beats skipping it.

Saturday · 12 mi → 10 miWorth a word

The long run is a key session, so its miles stay off the other days. Week 38 → 36 mi.

ApplyNot now

The plan moves with you

An easier day when you need one

When sleep, resting heart rate or a sore spot says today’s session will cost more than it gives, the coach offers the easier version. One tap takes it; one tap keeps the plan.

Change the week by asking

Tell the coach Thursday won’t happen. It works out where the miles can go without touching a key session, shows you the new week, and changes nothing until you apply it.

A review at every block

At the end of each block the coach reads how it went against the forecast and proposes the next: hold, build or ease off. You decide.

A coach that shows its work

Every run is graded before the coach writes a word, and it may only quote what Bib computed from your data. A figure that isn't in your numbers never reaches you.

Who it's for

Built for the runner with a job, a family and a goal.

Not the elite in the front pack. The rest of us — chasing a standard, a best, or a finish line, with forty minutes on a Tuesday and one long run a week. The preparation should be the simple part: run what the plan says, let one word a week tell you whether it's working, and have a coach to ask on the Tuesday the plan doesn't fit your life.

A woman in a club running shirt and headband, race number 087, running through dry golden grass in low evening sun.
A man in his forties, both arms raised in a bicep flex and grinning, finishing a marathon in hazy amber light.
A young woman grinning mid-stride on a road race in warm low sun, a water bottle in one hand.

Connections

Keep Strava. Keep your watch. Log only what you want to.

Bib doesn't want to be your training log. Strava is a good one and you already use it — we read from it, we don't replace it. Connect the watch you wear — Garmin today, Coros and Polar next — and the recovery numbers and the lifts arrive on their own. You never have to enter a workout by hand; a note after a run, or a minute on how you slept, is there if you want the coach to know.

Nothing is posted to Strava, and nothing is shared. The only things Bib writes are the ones you ask for: your sessions to your watch, your meals to Health. Disconnect and your history comes with you.

S
Strava
Every run, with splits, elevation and route. The source of truth for what you did.
Read only
H
Apple Health
Heart rate, resting HR, sleep and weight — the context that turns a pace into a verdict. Meals you log in Bib are saved back to Health.
Reads · Meals
G
Garmin
Sign in once. Resting HR, HRV, sleep, Body Battery and every lift's sets arrive each morning. Turn it on and today's session goes to your watch.
Reads · Sessions
C
Coros
The same recovery and workout data, direct from the watch. Native connection coming.
Coming
P
Polar
Sleep, recovery and training sessions through Polar's own connection. Coming.
Coming
W
Weather
Automatic. Prices the heat into your forecast and flags the hot runs, so a warm morning doesn't read as lost fitness.
No account
A woman in a club tri-suit and pink sunglasses, sweat on her face and a watch on her wrist, running hard along a seafront.
The watch you already wear is the only sensor Bib needs.

Find out on a Tuesday, not on race day.

Private beta opens in spring 2027, one training block at a time, to the early adopters on this list. Tell us a little about how you run.

Bib is an iPhone and Apple TV app today. Android is on the list, not in the beta.

Every answer but the address is optional. We use them to decide what to build next and who can actually run Bib today — nothing else, and nothing is shared.

bib.Made in Clayton, California
DashboardPrivacyTermsinfo@fitr.usThe coach is software — not a certified coach, and never medical advice.Photos by runffwpu, Stephen Leonardi and Kiran More on Pexels, and Quino Al on Unsplash.