Player Compare

Database-Backed Canonical Comparison

This page compares canonical player-seasons from the same FridayNightIQ read models used by Player Intelligence Profiles. Selections are URL-backed by playerSeasonIds and stay distinct even when names match.

Selected: 2/4Ready for comparison: 2/4Data source: canonical Production records

Selection state

Selected canonical player-seasons

QB · 2026

John Smith

Acorn High SchoolAcorn High School Football

Canonical identity is preserved for profile and comparison routing.

Current

Canonical profile Remove

WR · 2026

Stephen Smith

Acorn High SchoolAcorn High School Football

Canonical identity is preserved for profile and comparison routing.

Current

Canonical profile Remove

Selection builder

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Search by player, school, or team to begin.

Sticky comparison header
Metric	Player 1 John Smith QB / S · 2026 Acorn High School	Player 2 Stephen Smith WR / QB · 2026 Acorn High School

Dark green = strongest value in the row. Ties are highlighted together.

1. Identity and season

Identity and season matrix

Identity and season comparison
Metric	John Smith	Stephen Smith
School	Acorn High School	Acorn High School
Team	Acorn High School Football	Acorn High School Football
Season	2026	2026
Class	2027	2027
Primary / secondary	QB / S	WR / QB
Jersey	#12	#15
Height	6′ 6″	6′ 5″
Weight	195 lbs	185 lbs

2. Published rank summary

Published rank summary matrix

Published rank summary comparison
Metric	John Smith	Stephen Smith
Published state	Current	Current
Position rank	#1	#1
Rank movement	Not reported	Not reported
Accepted games	1	1

Community comparison leads with rank numbers and raw football production. Technical formula scores and confidence percentages remain in verified college and audit views.

3. Season totals

Season totals matrix

Raw season totals come from the canonical accepted-game aggregate. Reported zero values remain zero; missing fields are shown as Not reported.

Season totals comparison
Metric	John Smith	Stephen Smith
Games	1	1
Comp/Att	17 / 26	Not reported
Pass yds	276	Not reported
Pass TD	4	Not reported
INT	0	Not reported
Rec	Not reported	6
Rec yds	Not reported	113
Rec TD	Not reported	1
Carries	Not reported	1
Rush yds	Not reported	8
Rush TD	Not reported	0

4. Production and efficiency

Production and efficiency matrix

Reported zero values remain zero. Missing values are shown as Not reported. Position-specific metrics are separated by group.

Mixed-position compare mode is active. Position-specific rows are grouped so unrelated categories are not blended.

Universal metrics

Production and efficiency Universal metrics
Metric	John Smith	Stephen Smith
Accepted games - per game	1	1
Total touchdowns/game	4.00	Not applicable

QB metrics

Production and efficiency QB metrics
Metric	John Smith	Stephen Smith
Completion percentage	65.38%	Not applicable
Interception rate	0.00%	Not applicable
Passing TD rate	15.38%	Not applicable
Passing yards/attempt	10.62	Not applicable
Passing yards/game	276.00	Not applicable
Total offense/game	276.00	Not applicable

Receiving metrics

Production and efficiency Receiving metrics
Metric	John Smith	Stephen Smith
Accepted games	1	1
Receptions/game	Not applicable	6.00
Receiving yards/game	Not applicable	113.00
Receiving yards/reception	Not applicable	18.83
Receiving TD/game	Not applicable	1.00
All-purpose yards/game	Not applicable	121.00

5. Trends

Trend matrix

Latest game, rolling windows, WOW, and equal-sample YOY values remain sourced from canonical analytics facts.

QB metrics

Trends QB metrics
Metric	John Smith	Stephen Smith
Passing yards/game - current	276.00	Not applicable
Passing yards/game - rolling 3	276.00	Not applicable
Passing yards/game - rolling 4	276.00	Not applicable
Completion percentage - current	65.38%	Not applicable
Completion percentage - rolling 3	65.38%	Not applicable
Completion percentage - rolling 4	65.38%	Not applicable
Passing yards/attempt - current	10.62	Not applicable
Passing yards/attempt - rolling 3	10.62	Not applicable
Passing yards/attempt - rolling 4	10.62	Not applicable
Passing TD rate - current	15.38%	Not applicable
Passing TD rate - rolling 3	15.38%	Not applicable
Passing TD rate - rolling 4	15.38%	Not applicable
Interception rate - current	0.00%	Not applicable
Interception rate - rolling 3	0.00%	Not applicable
Interception rate - rolling 4	0.00%	Not applicable
Total offense/game - current	276.00	Not applicable
Total offense/game - rolling 3	276.00	Not applicable
Total offense/game - rolling 4	276.00	Not applicable

Receiving metrics

Trends Receiving metrics
Metric	John Smith	Stephen Smith
receptions per game - current	Not applicable	6.00
receptions per game - rolling 3	Not applicable	6.00
receptions per game - rolling 4	Not applicable	6.00
receiving yards per game - current	Not applicable	113.00
receiving yards per game - rolling 3	Not applicable	113.00
receiving yards per game - rolling 4	Not applicable	113.00
receiving yards per reception - current	Not applicable	18.83
receiving yards per reception - rolling 3	Not applicable	18.83
receiving yards per reception - rolling 4	Not applicable	18.83
receiving touchdowns per game - current	Not applicable	1.00
receiving touchdowns per game - rolling 3	Not applicable	1.00
receiving touchdowns per game - rolling 4	Not applicable	1.00
all purpose yards per game - current	Not applicable	121.00
all purpose yards per game - rolling 3	Not applicable	121.00
all purpose yards per game - rolling 4	Not applicable	121.00

6. Peer benchmarks

Peer benchmark matrix

Benchmarks use metric rank and peer counts from the same canonical calculations.

Universal metrics

Peer benchmarks Universal metrics
Metric	John Smith	Stephen Smith
Total touchdowns/game - metric rank	#1	Not applicable
Total touchdowns/game - peer count	1	Not applicable

QB metrics

Peer benchmarks QB metrics
Metric	John Smith	Stephen Smith
Completion percentage - metric rank	#1	Not applicable
Completion percentage - peer count	1	Not applicable
Interception rate - metric rank	#1	Not applicable
Interception rate - peer count	1	Not applicable
Passing TD rate - metric rank	#1	Not applicable
Passing TD rate - peer count	1	Not applicable
Passing yards/attempt - metric rank	#1	Not applicable
Passing yards/attempt - peer count	1	Not applicable
Passing yards/game - metric rank	#1	Not applicable
Passing yards/game - peer count	1	Not applicable
Total offense/game - metric rank	#1	Not applicable
Total offense/game - peer count	1	Not applicable

Receiving metrics

Peer benchmarks Receiving metrics
Metric	John Smith	Stephen Smith
all purpose yards per game - metric rank	Not applicable	#1
all purpose yards per game - peer count	Not applicable	1
receiving touchdowns per game - metric rank	Not applicable	#1
receiving touchdowns per game - peer count	Not applicable	1
receiving yards per game - metric rank	Not applicable	#1
receiving yards per game - peer count	Not applicable	1
receiving yards per reception - metric rank	Not applicable	#1
receiving yards per reception - peer count	Not applicable	1
receptions per game - metric rank	Not applicable	#1
receptions per game - peer count	Not applicable	1

Technical scoring audit

Formula weights, contributions, and technical percentages are intentionally hidden from the primary player-facing comparison.

7. Score anatomy

Score anatomy matrix

Universal metrics

Score anatomy Universal metrics
Metric	John Smith	Stephen Smith
Total touchdowns/game - configured weight	10.00%	Not reported
Total touchdowns/game - effective weight	11.76%	Not reported
Total touchdowns/game - weighted contribution	5.882	Not applicable

QB metrics

Score anatomy QB metrics
Metric	John Smith	Stephen Smith
Completion percentage - configured weight	12.00%	Not reported
Completion percentage - effective weight	14.12%	Not reported
Completion percentage - weighted contribution	7.059	Not applicable
Interception rate - configured weight	12.00%	Not reported
Interception rate - effective weight	14.12%	Not reported
Interception rate - weighted contribution	7.059	Not applicable
Passing TD rate - configured weight	12.00%	Not reported
Passing TD rate - effective weight	14.12%	Not reported
Passing TD rate - weighted contribution	7.059	Not applicable
Passing yards/attempt - configured weight	14.00%	Not reported
Passing yards/attempt - effective weight	16.47%	Not reported
Passing yards/attempt - weighted contribution	8.235	Not applicable
Passing yards/game - configured weight	15.00%	Not reported
Passing yards/game - effective weight	17.65%	Not reported
Passing yards/game - weighted contribution	8.823	Not applicable
Rolling-4 offense trend - configured weight	5.00%	Not reported
Total offense/game - configured weight	10.00%	Not reported
Total offense/game - effective weight	11.76%	Not reported
Total offense/game - weighted contribution	5.882	Not applicable
Equal-sample YOY offense - configured weight	5.00%	Not reported

Receiving metrics

Score anatomy Receiving metrics
Metric	John Smith	Stephen Smith
all purpose yards per game - configured weight	Not reported	10.00%
all purpose yards per game - effective weight	Not reported	13.89%
all purpose yards per game - weighted contribution	Not applicable	6.944
receiving touchdowns per game - configured weight	Not reported	14.00%
receiving touchdowns per game - effective weight	Not reported	19.44%
receiving touchdowns per game - weighted contribution	Not applicable	9.722
receiving yards per game - configured weight	Not reported	20.00%
receiving yards per game - effective weight	Not reported	27.78%
receiving yards per game - weighted contribution	Not applicable	13.889
receiving yards per reception - configured weight	Not reported	14.00%
receiving yards per reception - effective weight	Not reported	19.44%
receiving yards per reception - weighted contribution	Not applicable	9.722
receptions per game - configured weight	Not reported	14.00%
receptions per game - effective weight	Not reported	19.44%
receptions per game - weighted contribution	Not applicable	9.722
return yards per return - configured weight	Not reported	5.00%
rolling four receiving yard trend - configured weight	Not reported	10.00%
wow receiving yard change - configured weight	Not reported	5.00%
yoy receiving yard change - configured weight	Not reported	8.00%

Rushing metrics

Score anatomy Rushing metrics
Metric	John Smith	Stephen Smith
Rushing yards/attempt - configured weight	5.00%	Not reported

7. Career

Career matrix

Career comparison
Metric	John Smith	Stephen Smith
First season	2026	2026
Latest season	2026	2026
Season count	1	1
Accepted games	1	1
Career passing yards	276	Not reported
Career rushing yards	Not reported	8
Career receiving yards	Not reported	113

8. Game log summary

Game log summary matrix

Game log summary comparison
Metric	John Smith	Stephen Smith
Accepted game rows	1	1
Latest accepted week	1	1
Latest opponent	Bayshore High School	Bayshore High School
Latest game date	2026-07-18	2026-07-18
Latest location	home	home
Last 3 accepted games present	1	1

9. Data trust

Data trust matrix

Data trust comparison
Metric	John Smith	Stephen Smith
Analytics aggregate revision	3	2
Score source revision	3	2
Source watermark	2026-07-27T01:58:46.137361+00:00	2026-07-26T19:37:22.997901+00:00
Published at	Jul 27, 2026, 1:58 AM	Jul 26, 2026, 10:01 PM
Classification	Real Unverified	Real Unverified
Provenance lineage state	imported	imported

Data details

John Smith

playerId: c6403bc9-6956-4672-9d31-8d146b603972

playerSeasonId: e53c7c12-9ea7-4b65-8bdb-a226ec6516fc

Formula: FridayNightIQ Production Foundation 1.0.0

Analytics request: completed

Scoring request: completed

Ranking request: completed

Stephen Smith

playerId: ebfd1649-09a4-47b4-930c-d19aef26e96a

playerSeasonId: 957f1e6a-04d4-4553-ba8f-8378d8c19a13

Formula: FridayNightIQ Production Foundation 1.0.0

Analytics request: completed

Scoring request: Not reported

Ranking request: Not reported