Built From
Frustration.
Two years. Three versions. One obsession — give esports bettors the depth of data they actually need to win.
There Was No Good Data.
So We Built It.
The existing platforms had stats — but none of them had filters. Not by map. Not by mode. Not by opponent. Not online vs. LAN. For esports bettors, that's not a minor gap. That's the whole game.
The data was collected from scratch. Match by match, over two years. What started as a CDL-focused tool under the name CODPicks grew into something bigger — a full esports stats platform built for anyone who wants a real edge. Black Label Picks is version three of that build, and we're just getting started.
What Nobody
Was Giving You
Map-Level Stats
A player's overall average hides everything. We show you exactly how they perform on each individual map — because that's what you're actually betting on.
Mode Splits
HP, S&D, and Control are three completely different games. We separate every stat by mode so you're never mixing apples and oranges.
Opponent Splits
Stats vs. a bottom-seed look nothing like stats vs. a top-3 squad. Filter by opponent and see how players actually perform when it matters.
LAN vs. Online
Some players elevate on the big stage. Others wilt. LAN performance is a completely different data set and it belongs in every serious analysis.
Hit Rate Calculator
Type in a bookmaker's line. See exactly how often a player goes over it — across any filter combination you choose. Built for bettors, not fans.
Community-Shaped
The VIP community has always had a voice in what we build. Real bettors tell us what's missing and we build it. That feedback loop is in our DNA.
Tools Built for
Competitive Advantage
Player Stats Widget
Per-player, per-mode, per-map kill averages with full filter history. The deepest CDL player data available anywhere.
Live NowTeam Stats
Team-level performance breakdowns by mode, map, and opponent. Scout the matchup before you place the bet.
Live NowHit Rate Calculator
Enter any bookmaker's line and see a player's over/under hit rate across any filter — map, mode, opponent, LAN. Know before you bet.
Coming SoonLeaderboards & Rankings
Who's the best Hardpoint player right now? Filtered leaderboards across every game mode and filter combination.
In DevelopmentWe Started With
CoD. We're Not Stopping.
The filtering system we built works for any esport. We're bringing the same depth of data to the games you're already betting on.
Ready to Bet
With an Edge?
Start with free stats or unlock everything with VIP access from $4.99/mo.