Bet on a capper's all-time grade and you might be following yesterday's story. We compared every graded capper's all-time grade against their last-30-days grade: 71.5% changed, and 57.3% moved two or more letter grades. The matrix below is the reason your "A+ lock" is on a losing streak.

Grade stability — all-time vs last 30 days transition matrix infographic

The data: every figure below is computed from the CappersTracked dataset — 1,460 tracked handicappers, 170,170 graded picks, 372 currently graded (protected variant). Snapshot: 2026-07-29. Simulations are Monte Carlo runs with a fixed seed — every chart in this series is reproducible.

1. The Transition Matrix

Each row is the capper's all-time grade; each column is where they landed over the last 30 days. 239 cappers had both grades available:

All-time \ L30 A+AB+BC+CDF
A+52102003
A53023124
B+92202334
B110123716
C+502243319
C121515310
D02133329
F412051246
Table 1: Grade transition matrix. Read the F column — every all-time grade feeds into it. Nobody is immune to a cold month.
Fig 10 — 239 cappers carry both grades. In 30 days the mass shifts down: A+ and A shrink, B and C swell.
Fig 10 — 239 cappers carry both grades. In 30 days the mass shifts down: A+ and A shrink, B and C swell.

2. Which Grades Hold? Which Collapse?

For each all-time grade with enough data, here is what happened over the last 30 days — the share that held, improved, or dropped:

Fig 11 — The B grade is a cliff: 90% of B-graded cappers fall within 30 days.
Fig 11 — The B grade is a cliff: 90% of B-graded cappers fall within 30 days.
All-time grade Cohort Held Improved Dropped
A+1338%0%62%
A2015%25%60%
B+258%44%48%
B313%6%90%
C+3811%24%66%
C2818%36%46%
D239%52%39%
F6175%25%0%
Table 2: 30-day grade stability per all-time grade. "Held" means the L30 grade matched the all-time grade.

3. The F Column: Nobody Is Immune

The most useful column in the matrix is F — it is the sink every grade feeds. Here is who fell into it over the last 30 days:

All-time grade Cohort Fell to F in 30 days Fell 2+ letters
A+1323%46%
A2020%60%
B+2516%48%
B3152%84%
C+3850%58%
C2836%36%
D2339%0%
F6175%0%
Table 3: Every cohort feeds the F column — even the elite ones. The question is how much of a grade's history survives one bad month.

The surprise is not that mid-pack cappers fall — it is that the A+ and A cohorts fall too. A grade trails a small sample of recent bets; one cold 10–15 bet stretch is enough to drag an A+ down to a D or F. That is variance doing what variance does — not, in most cases, a capper suddenly forgetting how to pick.

4. Why Grades Move So Much

Three reasons, in order of size:

  • Variance. As our trust curves study shows, a confidence band of ±20%+ at small samples means a 10-pick stretch can swing a grade several letters. Most grade changes are noise, not regime change.
  • Volume weighting. The L30 grade is computed on a fresh, small window — so it reacts violently by design. That is its job: surface who's hot now.
  • Real tilt. Some cappers genuinely spiral — the post-loss behavior that a 30-day window catches but an all-time grade buries.

How far do grades actually travel? Here is the full distribution of letter-grade moves across the 239 cappers who carried both grades:

Change in grade Cappers Share
Stayed put6828%
1 letter3414%
2 letters4218%
3 letters4218%
4 letters3013%
5+ letters2310%
Table 4: 28% of cappers held their exact grade. The other 72% moved — and when they move, two or more letters is the norm, not the exception.

Read that again: 28% stability is the best case, the "nothing happened" outcome. The remaining third of the field is in motion every single month — which is why a grade from 90 days ago is mostly history.

How to use this: treat the all-time grade as identity and the L30 grade as momentum. A capper with a stable all-time A+ and a live L30 trend is the rarest combination — that is your follow list. A capper whose grade just collapsed is either regressing to the mean or tilting; both are signals. This is exactly why every CappersTracked profile shows both numbers side by side.

5. The Bottom Line

Grades are samples of recent behavior, not permanent verdicts. 71.5% of cappers changed grade within 30 days — plan for it. Follow the ones whose grade survives contact with the calendar.

All-time grade for identity, L30 for momentum — both sit side by side on every capper profile.