MLB Statistics & Probability Analysis App Coming Soon

The Statistical
Engine Baseball
Deserves

A Statcast-powered probability platform built by Wall Street probability professionals, software engineers, and serious baseball people - covering every prop market, every game market, every pitch, and every at-bat, all season long.

We spent years looking for a tool this thorough and this honest. It didn’t exist. So we built it. The methodology is proprietary. The results speak for themselves.

92
Prob. Factors
34+
Adv. Metrics
10K+
Sims Per Play
5s
Live Refresh
LIVE ENGINE
GERRIT COLE·STRIKEOUTS - MODEL: 68%·MARKET: 45%·+23% ADVANTAGE FREDDIE FREEMAN·TOTAL BASES - STRONG MODEL EDGE·TOP PLAY TODAY NYM @ PHI · NRFI·NO RUN 1ST INNING - MODEL 57% · MARKET 50%·+7% ADVANTAGE SHOHEI OHTANI·HOME RUN - MOONSHOT SCORE 84·HIGH CONFIDENCE PAUL SKENES·STRIKEOUTS 9.5 LINE - MODEL STRONGLY OVER·TOP PLAY TODAY SF @ LAD · GAME TOTAL·MODEL PROJECTS 6.8 RUNS - LINE IS 7.5·UNDER ADVANTAGE UMPIRE SIGNAL·TODAY’S PLATE CREW - PITCHER-FRIENDLY ZONE HISTORY·K BOOST APPLIED YORDAN ALVAREZ·HITS - MATCHUP STRONGLY FAVORS OVER·+11% ADVANTAGE GERRIT COLE·STRIKEOUTS - MODEL: 68%·MARKET: 45%·+23% ADVANTAGE FREDDIE FREEMAN·TOTAL BASES - STRONG MODEL EDGE·TOP PLAY TODAY NYM @ PHI · NRFI·NO RUN 1ST INNING - MODEL 57% · MARKET 50%·+7% ADVANTAGE SHOHEI OHTANI·HOME RUN - MOONSHOT SCORE 84·HIGH CONFIDENCE PAUL SKENES·STRIKEOUTS 9.5 LINE - MODEL STRONGLY OVER·TOP PLAY TODAY SF @ LAD · GAME TOTAL·MODEL PROJECTS 6.8 RUNS - LINE IS 7.5·UNDER ADVANTAGE UMPIRE SIGNAL·TODAY’S PLATE CREW - PITCHER-FRIENDLY ZONE HISTORY·K BOOST APPLIED YORDAN ALVAREZ·HITS - MATCHUP STRONGLY FAVORS OVER·+11% ADVANTAGE
Who We Are

Built By The
Team That
Uses It.

Diamond Shark was built by a team of Wall Street quantitative finance professionals, software engineers, and lifelong baseball fans who were frustrated by the same problem: there was no analytics platform that combined real professional-grade methodology with honest, verifiable outputs.

The methodology is proprietary and we intend to keep it that way. What we’ll tell you is that every member of this team uses Diamond Shark with their own money on the line. We built it to the standard of people who can’t afford to get it wrong.

There is a meaningful difference between a tool built by people who understand baseball statistics, market structure, and quantitative forecasting - and everything else that currently exists at the consumer level.

92

Independent Probability Factors

The engine applies 92 distinct factors to every play it evaluates. Each one adjusts the final probability to account for a specific real-world condition that affects how baseball games actually unfold. Every factor is bounded, tested, and backed by statistical evidence that it improves accuracy. The conditions they address are proprietary - that is the competitive advantage. What you see is what they produce.

34+

Advanced Metrics Per Player Per Game

Not display statistics. Every one of the 34+ advanced metrics the engine ingests is an active input that moves the probability output in a specific, tested direction. The same granular ball-tracking data MLB front offices use to make roster and pitching decisions - all feeding the model. The specific list of what we use is ours.

0

Outputs Without Math Behind Them

If the models don’t support a meaningful gap versus market pricing, nothing surfaces. No daily quota. No padding. The discipline to stay quiet on low-signal days is built into the engine by design - and it’s what separates a real probability model from a picks service.

The Engine

What 92 Multipliers
and 34+ Metrics
Actually Do

The specific inputs to our model are proprietary. What we can explain is what the 92 multipliers and 34+ metrics accomplish - because understanding what the engine does doesn’t require knowing what it uses.

Raw statistical models fail at baseball because the same numbers mean different things in different contexts. A pitcher’s strikeout rate performs differently depending on conditions the raw numbers don’t capture. A batter’s hit rate shifts based on factors that never appear in a box score. The 92 multipliers exist precisely to account for all of that. The 34+ metrics give the simulation the complete picture of what is actually happening with a player and a game today.

“The inputs are ours. The outputs are yours. And every output is verifiable - you can check the math yourself.
WHAT THEY DO
92 Multipliers: Each One Moves the NumberEvery one of the 92 probability multipliers adjusts the raw simulation output upward or downward - within tested, bounded ranges - based on conditions that raw stats don’t capture. The final probability you see has been shaped by all 92. Not one of them is decorative. Each is backed by evidence that it improves the model’s accuracy across thousands of real outcomes.
WHAT THEY DO
34+ Metrics: Complete Picture of TodayThe 34+ metrics aren’t selected arbitrarily. Each one adds predictive signal the others don’t already capture. Together they give the simulation a complete picture of a player’s true current form - not just their season statistics, but the underlying quality signals that predict forward performance more accurately than surface numbers do.
WHAT THEY DO
10,000 Simulations: A Distribution, Not a GuessThe simulation runs thousands of scenarios and produces a full probability distribution over all possible outcomes. That distribution is compared against market-implied probability derived from current odds. The gap between the two - shown to you explicitly - is the result of the 92 multipliers and 34+ metrics doing their job.
WHAT THEY DO
Transparent Output, Proprietary MethodWe keep the inputs and methodology private. We make every output completely transparent. You see the model probability, the market probability, and the exact gap. You can look up the current odds yourself and verify the market side. The advantage is in the engine. The honesty is in what comes out of it.
The Learning System

The Same
Methodology Top
Hedge Funds Use

The adaptive learning system inside Diamond Shark is built on the same class of quantitative methodology that top hedge funds and institutional quantitative analysts use to model complex probabilistic systems in financial markets. Firms at this level don’t build static models - they build systems that continuously evaluate and correct their own accuracy against real-world outcomes.

The specific implementation is ours and proprietary. The principle is the same: a model that doesn’t measure and correct its own prediction accuracy isn’t a model - it’s a static formula dressed up as intelligence. Every game result feeds back into the system. The engine running today has been calibrated against thousands of resolved predictions and is measurably more accurate than the version from 30 days ago.

“We didn’t bring this approach from baseball analytics. We brought it from finance - where a miscalibrated probability model costs you real money, every single day.”
LAYER_01
Continuous Self-CorrectionThe model tracks every probability it produces and measures it against actual outcomes. When it identifies systematic drift in a specific context - when it has been consistently off in a predictable direction - it corrects. Automatically. This runs after every game, every day, all season long.
LAYER_02
Adaptive Factor WeightingThe relative importance of each of the 92 probability multipliers adjusts as the baseball environment evolves. If certain factors prove more predictive in a given stretch of the season, the model re-weights accordingly - exactly as a quantitative portfolio manager adjusts signal weights based on recent predictive performance data.
LAYER_03
Proper Scoring Rule OptimizationThe calibration system uses the same class of rigorous error-minimization framework that institutional forecasters apply to evaluate whether a probability model is accurate or just getting lucky. The standard isn’t “did the play win” - it’s “do the probability outputs match the actual frequency of outcomes across thousands of plays.”
LAYER_04
Closing Line BenchmarkingEvery resolved prediction is measured against the closing market price - the industry standard used by professional sports analysts and institutional forecasters to determine whether a model is finding genuine signal. Strong closing line performance across a large sample is how you distinguish a real model from a lucky streak.
How It Works

Three Stages.
Every Play. Every Day.

The same pipeline runs across the full slate before you open the app - so the analysis is ready when you need it.

STAGE_01
01

Comprehensive Ingestion

34+ advanced metrics pulled per player. Ball-tracking data, pitch-level data, park context, umpire history, injury state, lineup and bullpen information. Dozens of real-world inputs assembled for every player and game on the slate. The specific list is proprietary.

STAGE_02
02

10,000-Scenario Simulation

A proprietary simulation engine runs thousands of scenarios per player-market combination, producing a full probability distribution over all possible outcomes. That distribution is compared directly against market-implied probability from current odds.

STAGE_03
03

92-Factor Refinement

The simulation output passes through 92 independent probability factors - each accounting for a real-world condition the raw numbers don’t capture on their own. The final probability has been shaped by all 92. The conditions they address are proprietary. The math that produces them is sound.

Coverage

Every Market.
Every Game.
All Season.

The engine runs the full probability analysis across every major MLB market simultaneously - props, game markets, live plays, and parlays. The full picture in one place.

- PLAYER PROP MARKETS (9)
PROP_01

Strikeouts

Full K probability analysis for every probable starter. Dedicated K Grid surface with every alt line evaluated - assess any line the market offers against what our model says.

PROP_02

Hits

Hit probability adjusted for today’s specific pitching matchup, park, conditions, and lineup slot. Updated as lineups confirm.

PROP_03

Total Bases

Power-weighted distribution accounting for all outcomes from singles through home runs in today’s specific park and matchup context.

PROP_04

Home Runs

Moonshot Money - dedicated HR composite model scoring every eligible batter 0–99 based on multiple independent power and matchup signals.

PROP_05

RBIs & Runs

Lineup-context production probability accounting for who’s hitting around a player and how the game script is projected to develop.

PROP_06

Pitcher Props

Outs, hits allowed, and walks - driven by command profile, opposing lineup, manager tendencies, and bullpen availability.

PROP_07

Stolen Bases

Speed-based opportunity model accounting for situational game-script and defensive context, not just season stolen base rate.

PROP_08

Combo Props

Multi-stat combo markets evaluated with joint probability modeling that accounts for correlation between outcomes.

PROP_09

Alt Lines

The full probability distribution means any posted alt line can be assessed - not just the standard over/under.

- GAME MARKETS (6)
GAME_01

Moneyline

Win probability from simulated run distributions for both teams, blending starter quality, bullpen depth, and full environmental context.

GAME_02

Run Line

Spread modeling from the same run distributions as the moneyline - showing exactly where value sits on the spread vs. the money line.

GAME_03

Game Total

Combined run projections for both teams - a full distribution over total run outcomes, not a single point estimate.

GAME_04

Team Totals

Per-team run projections that break the game total into its two halves - showing which side of the game the model thinks is mispriced.

GAME_05

NRFI / YRFI

First-inning scoring probability surfaced when the model meaningfully disagrees with what the market is implying about whether a run scores.

GAME_06

Live Re-Score

As games develop, the model re-evaluates adjusted live lines. New probability gaps surface in real time as in-game developments create them.

Live Game Tracking

Every Pitch. Every
At-Bat. In Real Time.

Once a game starts, the app becomes a live analytics dashboard updating every 5 seconds. Real-time baseball data that used to require a broadcast booth - in your pocket.

K-Zone Pitch Tracker

Every pitch plotted in real time by location, type, velocity, and result. Watch a pitcher’s approach evolve across an at-bat as it happens.

Live Base State

Baserunners, outs, count, and inning in real time. Full inning play-by-play scrollable without leaving the screen.

Pitch-by-Pitch Feed

Complete pitch log with type, velocity, and result for every at-bat in the game. Exit velocity on batted balls. Scroll back through the entire game at any time.

Live Play Surfacing

When in-game developments create a meaningful gap between the live line and the model’s updated probability, a live play surfaces with full context about what changed.

LIVE · TOP 6TH
NYY @ BOS
NYY
4
T6
1 OUT
BOS
2
K-ZONE · 2-1 COUNT
Strike Ball Foul
BASE STATE
1
OUT
Why We’re Different

What You’re
Actually Getting

There is a lot of noise in baseball analytics. We built Diamond Shark because we were tired of it too.

✓ DIAMOND SHARK

Real Probabilities, Real Math

Every analysis is the output of a real statistical model. The number you see is the result of thousands of simulated scenarios refined by 92 tested factors - compared against market-implied probability. You can see the gap. You can look up the current odds and verify the market side yourself.

✗ MOST ANALYTICS TOOLS

Confidence Scores With Nothing Behind Them

Most services attach a percentage to their picks with no real model behind it. The number makes the recommendation look scientific. If a service can’t explain what produced their probability estimate, there is no estimate - there’s just a number they chose to put there.

✓ DIAMOND SHARK

A Track Record We Don’t Hide

The full performance history is inside the app - every analysis, every market, every result since launch. Slow stretches included. Nothing filtered. The data is there if you want to audit the model.

✗ MOST ANALYTICS TOOLS

Records That Conveniently Reset

If a service can’t show you an unedited performance history across every pick they’ve ever published, they have something to hide. Selectively surfacing winning stretches while quietly burying bad ones is standard practice in this industry. We built Diamond Shark to be the exception.

✓ DIAMOND SHARK

AI Checks Our Work. It Doesn’t Do Our Work.

We use AI as a verification layer - catching errors and flagging inconsistencies. We do not use AI to generate probabilities. Go ahead: ask two different AI tools for the probability on a 5-player home run parlay. You’ll get two completely different answers, and the implied odds on both will be wrong. That is a language model generating numbers that sound plausible. It is not a probability model.

✗ AI-GENERATED PICKS

Plausible Numbers. No Statistical Foundation.

AI can process statistics and write convincing analysis. It cannot simultaneously account for the full set of real-world conditions that affect a baseball probability at the precision required to produce a meaningful estimate. The 92 multipliers in our engine exist because baseball outcomes require a real model - not a chatbot generating numbers that feel right.

What’s In The App

Every Tool
You’ll Actually Use.

One probability engine. Eight surfaces. Every analytical angle on every game.

01 --

Full Analytics Board

Every market analysis for today’s full slate, ranked by how much the model disagrees with market pricing. See the model probability, market-implied probability, and the gap - for every play, every day.

ALL 16+ MARKETS
02 --

Live Game Center

Real-time dashboard updating every 5 seconds. K-zone pitch visualization, live base state, and pitch-by-pitch feed for every game on the full slate, all season.

5-SECOND REFRESH
03 --

Moonshot Money

Daily home run analysis using a composite model scoring every eligible batter 0–99 based on multiple independent power and matchup signals. The most thorough HR analysis available at the consumer level.

DAILY HR ANALYSIS
04 --

Parlay Builder

Multi-leg parlay analysis that accounts for correlation between legs from the same game - not multiplied independent probabilities. Built on the same engine as every surface. Shows you combined probability before you decide.

SMART PARLAYS
05 --

Matchup Lab

Deep pitcher vs. batter breakdowns for every game. Contact quality, power profile, historical head-to-head, park and environmental context. The same depth of analysis MLB scouts use to build game plans.

PITCHER vs. BATTER
06 --

K Grid

Strikeout probability at every alt line for every probable starter. Compare any line the market offers. The model’s full K distribution - not just the standard line.

FULL ALT LADDER
07 --

Engine Scorecard

The model’s complete output history - every analysis, every market, every result. Win rate, net performance, and how outputs hold up against closing market prices. Unfiltered, public, inside the app.

FULL HISTORY
08 --

Personal Bet Tracker

Log your plays and track your own performance. Auto-graded when results post. Your wins, losses, net units, and how picks compare to closing prices - organized and stored for you.

AUTO-GRADED
Our Standard

Our Own Money
Is On The Line.

The team that built Diamond Shark uses Diamond Shark. Every design decision in the engine, every market we cover, every output - built to the standard of people who stake real money against the model. When it’s wrong, it costs us too.

We keep the methodology proprietary because we built something genuinely valuable. What we will never hide is the performance record - because the only way to earn trust with a probability model is to show the full history, unedited, and let the data speak.

Transparent Outputs, Proprietary Method

We keep the 92 multipliers and 34+ metrics private. We make every output completely transparent. You see the model probability, the market probability, and the exact gap. The advantage is in the engine. The honesty is in what comes out.

The Slow Stretches Are In There Too

The full scorecard shows every output since launch with no time filter. Cold weeks are in there. That’s the only honest way to maintain a track record.

No Plays Just to Have Plays

The model surfaces analysis when the math supports it. On a low-signal day you might see 8 plays. On a high-signal day you might see 40. No daily minimum - because filling a quota when the math doesn’t support it destroys long-run calibration.

Institutional Standards. Consumer Price.

The methodology inside Diamond Shark belongs to the same class as quantitative systems used by institutional forecasters and professional sports analysts. Available on your phone for less than $25 a month.

Pricing

One Plan.
Everything Included.

Launching soon on iOS and Android. Get on the early access list and we’ll notify you the moment it goes live. No spam.

The Complete Engine.
Every Day of the Season.

No feature tiers. No locked markets. One subscription gives you everything - every analysis, every live game, every tool - for every game of the MLB season.

Full probability analysis across all 16+ markets, every game
92 probability multipliers and 34+ advanced metrics driving every output
Live K-zone, base state, and pitch feed - 5-second refresh
Matchup Lab, Moonshot Money, Parlay Builder, K Grid, NRFI/YRFI
Personal bet tracker with auto-grading
Complete engine scorecard with full unfiltered history
Hedge fund–class adaptive learning - improves every day
7-day free trial - no charge until trial ends
DIAMOND SHARK PRO
Full Access
$
24.99
per month · billed monthly through app store
7-day free trial - no charge until trial ends
92 probability multipliers applied to every play, every day
34+ advanced metrics per player driving every output
All 9 player prop markets + all 6 game markets
K Grid, Moonshot Money, Parlay Builder, NRFI/YRFI
Live game tracking - K-zone, base state, pitch feed, 5s refresh
Matchup Lab with full pitcher vs. batter breakdowns
Personal tracker with auto-grading + closing line performance
Complete engine scorecard - full history, nothing hidden
Hedge fund–class adaptive learning - improves all season
Get Notified at Launch

About Diamond Shark

Diamond Shark Baseball is an MLB statistics and probability analysis platform. It uses Statcast data, real-time market pricing, and proprietary quantitative modeling to produce probability estimates across player and game markets. It is not a sportsbook and does not facilitate wagering of any kind. All content is for informational and entertainment purposes only.

Responsible Play

Nothing on this platform constitutes financial advice or a recommendation to place any wager. Sports betting involves real financial risk. If gambling is affecting you or someone you know, help is available 24/7: 1-800-GAMBLER (1-800-426-2537).