What we have to work with

Live row counts and freshness across the warehouse. Counts update on each visit. (No row-level data is exposed.)

Dataset	Sport	Depth	Freshness
MLB odds snapshots Live, opening, and closing prices across 40+ sportsbooks. ML, run line, totals, multi-book detail.	MLB	Multi-season depth	Unknown
NBA odds snapshots Live, opening, and closing prices across the same book lineup. ML, spread, totals.	NBA	Recent · accumulating	Unknown
MLB graded picks Multi-version model picks with entry odds, closing odds, decision tier, units staked, and graded outcomes.	MLB	Multi-season depth	Unknown
NBA graded picks Recent NBA model picks with full decision context and graded results.	NBA	Recent · accumulating	Unknown
Team-level stats Daily snapshots: efficiency ratings, rate stats, win rates, sport-specific metrics in JSONB.	MLB	Multi-season depth	Unknown
Player-level stats Per-player snapshots: pitchers, batters, with sport-specific stat blocks (ERA, OPS, etc.).	MLB	Multi-season depth	Unknown

Anything missing? We can also fetch from MLB Stats API, Statcast, NBA Stats API, and weather/park sources on demand for a custom engagement.

Example questions we can answer

Sportsbook trading desk

"Show CLV-to-ROI relationships across our top-volume MLB markets — by book, by market type, by month."

Hedge fund (sports exposure)

"Validate our pricing model against your 2,682 graded picks. What’s the historical Sharpe of CLV-driven cohorts?"

DFS platform

"Identify the most consistently mispriced MLB pitcher props in our closing-odds history."

Sports media

"Help us write a feature on first-inning market inefficiency. We need a chart and one citable statistic."

Academic researcher

"Cite your dataset as evidence for a JSAPA paper on betting market efficiency."

Sports betting startup

"Run our model’s 6-month backtest hypotheses against your warehouse — confirm or refute."

How an engagement works

1

Scoping call

30-min call to clarify the question, the scope, and whether the warehouse has what you need.

2

Statement of work

A 1-page SOW: deliverables, methodology approach, timeline, fixed price.

3

Analysis + writeup

We run the analysis on our data, write up findings, generate publication-ready charts.

4

Delivery + revision

PDF with charts and citation rights. One round of revisions included. (No raw datasets — we publish methodology, not feeds.)

Submit your question

Tell us what you need. We respond within 1-2 business days with whether the warehouse supports the analysis and a price quote. Email-only — no scheduled calls. NDA available on request.

Commission an original analysis on our data

What we have to work with

Example questions we can answer

How an engagement works

Submit your question