Evaluation Framework

Model Registry

Select an evaluation model to power your prospect analysis. Each model uses different feature weightings and algorithms optimized for specific use cases. The active model determines grades shown across the platform.

Evaluation Workflow

Follow this pipeline to analyze prospects with confidence

Model Registry
Current Class
Historicals
Validation
Active Model: Master Model
Active

Master Model

Offensive Skill Positions

RBWRTE
Best Predictive Production Metrics · XGBoost Regression · 150+ metrics
10
Years of Data
1,200+
Players Analyzed
PFFCFB API+1
Premium Access

QB Evaluation Model

Quarterback Prospect Analysis

QB
Adjusted Completion % · Pressure Performance Index
12
Years of Data
280+
Players Analyzed
PFFCFB API+1
Premium Access

Offensive Line Model

OL Prospect Evaluation

OTOGC
Pass Block Win Rate · Run Block Efficiency
8
Years of Data
520+
Players Analyzed
PFFSports Info Solutions
Premium Access

RB Zone Scheme

Outside Zone & Stretch Concepts

RB
Zone Run Efficiency Metrics · Vision & Cutback Analysis
6
Years of Data
320+
Players Analyzed
PFFTruMedia
Premium Access

RB Gap Scheme

Power & Counter Concepts

RB
Gap Run Efficiency Metrics · Contact Balance Analysis
6
Years of Data
310+
Players Analyzed
PFFTruMedia
Premium Access

WR vs Zone Coverage

Zone Beaters & Soft Spots

WR
Zone YPRR Splits · Window Targeting Analysis
5
Years of Data
480+
Players Analyzed
PFFNext Gen Stats
Premium Access

WR vs Man Coverage

Separation & Release Metrics

WR
Man YPRR Splits · Press Release Win Rate
5
Years of Data
480+
Players Analyzed
PFFNext Gen Stats
Premium Access

West Coast Offense Fit

Short Passing & YAC Scheme

WRRBTE
YAC Efficiency Metrics · Short Route Proficiency
7
Years of Data
650+
Players Analyzed
PFFTruMedia
Premium Access

Air Raid Scheme Fit

Spread Passing Concepts

WRQB
RPO Efficiency · Mesh Concept Production
6
Years of Data
420+
Players Analyzed
PFFCFB API
Premium Access

High Blitz Scheme

Aggressive Pressure Packages

LBSCB
Blitz Conversion Rate · Coverage Disguise Analysis
7
Years of Data
340+
Players Analyzed
PFFNext Gen Stats
Premium Access

Stunt Pass Rush

Twist & Loop Concepts

EDGEDT
Stunt Win Rate · Timing & Coordination
6
Years of Data
280+
Players Analyzed
PFFSports Info Solutions
Premium Access

Zone Coverage Scheme

Cover 2/3/4 Specialists

CBSLB
Zone Drop Efficiency · Pattern Match Recognition
8
Years of Data
520+
Players Analyzed
PFFNext Gen Stats
Premium Access

Man Coverage Scheme

Press & Trail Techniques

CBS
Man Coverage Win Rate · Separation Allowed
8
Years of Data
480+
Players Analyzed
PFFNext Gen Stats
Premium Access

Exotic Blitz Packages

Creative Pressure Looks

LBSCBEDGE
Simulated Pressure · Zero Blitz Success
5
Years of Data
260+
Players Analyzed
PFFTruMedia
Premium Access

EDGE Evaluation Model

Pass Rush Specialists

EDGEOLB
Pass Rush Win Rate · Bend & Speed Metrics
10
Years of Data
380+
Players Analyzed
PFFSports Info Solutions
Premium Access

Interior DL Model

DT & NT Evaluation

DTNT
Run Stop Win Rate · Interior Pressure Rate
9
Years of Data
290+
Players Analyzed
PFFCFB API
Premium Access

Linebacker Model

Off-Ball LB Analysis

LBILBMLB
Coverage Grade Integration · Tackle Efficiency
8
Years of Data
440+
Players Analyzed
PFFNext Gen Stats
Premium Access

Cornerback Model

Coverage & Ball Skills

CB
Coverage Snap Analysis · Target Rate & Completion %
10
Years of Data
520+
Players Analyzed
PFFNext Gen Stats
Premium Access

Safety Model

FS & SS Evaluation

FSSSS
Range & Coverage Ability · Run Support Grading
9
Years of Data
360+
Players Analyzed
PFFCFB API
Premium Access

Draft Capital Predictor

NFL Draft Position Model

ALL
Combine & Pro Day Weights · Ensemble Model · 100+ metrics
15
Years of Data
2,400+
Players Analyzed
NFL CombinePro Day Results
Premium Access

Draft Value Model

Surplus Value Calculator

ALL
Expected vs Actual Pick · Contract Value Analysis
12
Years of Data
1,800+
Players Analyzed
Over The CapCFB API
Premium Access

Team Fit Analyzer

Roster Construction Model

ALL
Depth Chart Analysis · Scheme Compatibility
32
NFL Teams
85+
Variables
PFFESPN+1
Premium Access

Breakout Age Model

Early Declare Advantage

RBWRTE
Age-Adjusted Production · Logistic Regression · 60+ metrics
10
Years of Data
1,100+
Players Analyzed
CFB APISports Reference
Premium Access

Program Quality Model

School & Conference Weights

ALL
Historical NFL Success · Bayesian Model · 50+ metrics
20
Years of Data
130+
Programs
CFB APINFL Draft History
Premium Access

Transfer Portal Model

Portal Success Predictor

ALL
Situation Change Analysis · Production Trajectory
5
Years of Data
890+
Transfers
On3CFB API
Premium Access

Free Agent Value Model

Contract Projection System

ALL
Market Value Prediction · Age Curve Adjustments
10
Years of Data
3,200+
Contracts
Over The CapSpotrac
Premium Access

FA Team Fit Model

Free Agent Destination

ALL
Cap Space Analysis · Scheme Compatibility
32
NFL Teams
60+
Variables
Over The CapPFF
Premium Access

Contract Efficiency

Value Over Contract Model

ALL
Production Per Dollar · WAR Calculation
12
Years of Data
4,100+
Contracts
Over The CapPFF
Premium Access

NFL Production Tracker

In-Season Performance

ALL
Weekly Production Trends · Usage Rate Analysis
8
Seasons
12,000+
Player-Seasons
PFFNFL API
Premium Access

Durability Model

Injury & Workload Risk

ALL
Workload History · Survival Analysis · 35+ metrics
10
Years of Data
2,800+
Players
Sports Injury DataPFF
Premium Access

Age Curve Model

Career Trajectory Projection

ALL
Position-Specific Curves · Peak Age Identification
20
Years of Data
4,500+
Careers
PFFSports Reference
Premium Access

Weather Impact Model

Environmental Performance

ALL
Temperature Adjustments · Wind & Precipitation Factors
5,200+
Games Analyzed
25+
Variables
Weather APINFL API
Premium Access

Primetime Performance

Big Game Analysis

ALL
SNF/MNF/TNF Splits · Playoff Performance
1,800+
Games
3,200+
Players
NFL APIPFF
Premium Access

Red Zone Model

Scoring Area Efficiency

WRTERB
RZ Target Share · TD Conversion Rate
8
Years of Data
1,400+
Players
PFFNFL API
Premium Access

Clutch Performance

Late Game & Close Games

ALL
4th Quarter Splits · One-Score Game Analysis
8,400+
Situations
2,100+
Players
NFL APIPFF

35 models in All Models. Additional models in development.