POSTERIOR · MLB RESEARCH

Closing line value tracker

Did the model beat
the later market?

Closing-line value is not a trophy. It is one way to audit whether a model is finding prices before the market fully catches up. Posterior treats CLV as evidence beside settlement, calibration, and the public ledger.

Signal

CLV

Market movement after lock is tracked as an audit signal where available.

Outcome

W/L/V

Wins, losses, and voids still decide settlement. CLV does not replace results.

Calibration

Brier

Probability quality is evaluated with calibration and Brier-style evidence.

01 / Intent

Definition

CLV compares lock price to later price

If a pick captures a better price than the market later offers, that can be evidence the model found value before the close.

Limits

CLV is not the same as winning

A pick can beat the close and still lose. A pick can win without proving the price was good. Posterior tracks both.

Record

The ledger keeps the context

The public dataset at /data keeps model probability, market probability, grade, and settlement together.

02 / How it works

  1. Step 01

    Record the locked model view

    Posterior stores the model probability, market reference, available price, and pick grade at publication time.

  2. Step 02

    Observe later market movement

    Where available, later prices are compared against the locked reference to see whether the model moved with or against the market.

  3. Step 03

    Settle the actual outcome

    The game result still grades the row as won, lost, voided, or pending.

  4. Step 04

    Audit the full pattern

    CLV, Brier score, hit rate, and loss-inclusive settlement are evaluated together instead of cherry-picked.

Shohei Ohtani swinging during an MLB at-bat

Public proof

A good process can still lose a game.

That is why Posterior separates market movement, calibration, and final settlement instead of pretending one metric explains everything.

03 / Questions

What is closing-line value?

Closing-line value compares the price captured at pick time against the price available later, usually near market close. Positive CLV can suggest the pick beat later market movement.

Does positive CLV guarantee profit?

No. CLV is process evidence, not a guarantee. Posterior keeps settlement and calibration visible because no single metric is enough.

Can I download the public record?

Yes. Posterior publishes a delayed public CSV at https://posterior.pro/data/picks.csv with resolved model rows and settlement context.

Posterior is baseball data, not a sportsbook. The public receipt lives at /data, the methodology lives at /methodology, and today's board starts at /today.

Closing Line Value Tracker - Posterior