Quick Answer
The PropsBot weekly pricing report tracks MLB player prop prices across US sportsbooks using the same exact-line method as the live WNBA edition. MLB is in season, and the collection did capture baseball snapshots in the current window (July 14–21, 2026) — but they weren’t mapped into a publishable sport group yet, so no MLB cohort shipped in this edition.
Last updated July 24, 2026.
Quick answer: This page is the MLB home of the PropsBot pricing index. Once the data gate clears, it will publish the same numbers the WNBA pricing report carries now: how many exact-line prop points were comparable that week, across how many books, the median and 90th-percentile gap between the best and worst posted price on the identical bet, and which prop markets showed the widest disagreement. No estimates, no filler numbers. The page stays in preview until the real cohort exists.
What This Page Will Track
When the mapping ships, the MLB index will track the markets that matter most for price shopping: strikeouts, hits, total bases, home runs, RBIs, runs scored, and pitcher outs recorded. Pitcher props tend to draw the most volume; the daily lineup-dependent markets are where books are most likely to disagree on the identical number.
The format follows the WNBA edition exactly. For each market: observation count, median price gap in implied-probability points, the 90th percentile, and the widest single gap of the week. Overs and unders get measured separately, because books disagree about ceilings and floors differently. Near even money, every 2 points of gap is roughly the difference between -110 and -120 juice on the same bet.
Why There Are No MLB Numbers Yet
This one is close. The data collection picked up MLB snapshots during the July 14–21 window, but the sport-group mapping that turns raw captures into a publishable cohort wasn’t in place for this edition, so the main report lists MLB under unmapped sport keys rather than as a results table. That is a plumbing fix, not a coverage gap. The first MLB pricing edition lands in an upcoming weekly report once the mapping ships — realistically within the next report cycle or two, while the season is still deep. When it clears the gate, this page gets the real numbers.
This is a deliberate no-result, not a zero. PropsBot requires at least 20 comparable exact-line prop points and 20 side-level comparisons before a sport publishes. A sport that misses the gate gets labeled insufficient data instead of getting a trend invented for it. That discipline is the whole product.
How The MLB Pricing Index Works
Same method as every sport in the report. Pregame snapshots land 60 to 120 minutes before start; per book, the capture nearest 90 minutes wins. The sport, event, market, player, side, and exact prop point must match across at least two books, taken within five minutes of each other. American odds convert to raw implied probability, and the gap is max minus min, in percentage points, margin included. A cheaper price attached to a worse line gets thrown out — the comparison only counts identical bets.
What it won’t tell you: which side wins, which book is sharpest, or anything about closing-line value. It measures disagreement between books on the same bet. Turning that disagreement into a cheaper price is your job. It’s the easiest edge in betting.
Frequently Asked Questions
When will the MLB pricing report have real numbers?
In an upcoming weekly edition. MLB snapshots were already captured in the July 14–21 window — what’s missing is the sport-group mapping, which is a near-term fix. Expect the first gated MLB edition within the next report cycle or two, in-season.
What will the MLB page measure once it’s live?
The distance between the best and worst posted price on the identical MLB prop (same player, same market, same side, same line), reported as median, 90th percentile, and maximum gap in implied-probability points, split by over and under and broken out by market.
How is this different from a picks page?
Picks pages tell you what to bet. This index tells you how much the price of the same bet varies across books. The MLB picks today page carries the current slate; this page measures the shopping opportunity around it.
Why does the report use exact-line matching?
Because comparing different lines rewards the wrong thing. A book posting a cheaper price on a worse number didn’t give you value — it gave you a different bet. Holding the prop point constant is what makes the price gap mean something.
Can I download the MLB data when it publishes?
Yes. Every edition ships an aggregate CSV, JSON, method notes, and a SHA-256 manifest from the main weekly pricing report. Aggregate only, with no raw prices or player identifiers.
Updated 2026-07-24. For live MLB picks, visit the PropsBot.AI dashboard. Browse the full player prop hub or our sports betting glossary.
See The Method Working Live
The WNBA pricing report is the live example: 902 exact-line prop points across 5 books in the July 14–21 window, median over gap of 2.119 points, p90 of 4.452. That is the exact table your MLB page gets the week its cohort clears the gate.
