Cross-era · single season

Greatest Seasons, Across Eras

Raw totals lie across eras — today's game looks nothing like the league a generation ago. StatVault answers “how good was this season, really?” two honest ways, both built from the same era-norm core. They rank differently on purpose: they ask different questions.

① Per-game lens

What would the stat line become?

Era-translated per-game production × a modern 17-game schedule → fan-legible modern totals.

② Dominance lens

How far above everyone did you tower?

Robust z — standard deviations above your own era's positional peers. The one axis that means the same thing across positions and across sports.

① Per-Game — in 2024 Terms

StatVault z-scores each season's per-game production against its own era's peers, then projects it onto the most recent season's distribution and a 17-game schedule. A 2000 tight end and a 2023 one finally stand on the same field.

Same era-norm core as Historical Knox: a ±2-year sliding window of starter-class production per position. Seasons need ≥ 10 games to qualify (a short-sample per-game rate projected to a full season is noise). “2024-adj” = era-translated per-game × 17-game schedule.

Interceptions

3,984 qualifying seasons

#	Player	Season	Actual	Per game	2024-adj
1	Ed ReedFS	2010	8	0.7	12
2	Antonio CromartieCB	2007	10	0.6	10
3	Asante SamuelCB	2010	7	0.6	10
4	Darren SharperFS	2009	9	0.6	10
5	Tim JenningsCB	2012	9	0.6	10
6	Asante SamuelCB	2006	10	0.5	9
7	Kerby JosephSAF	2024	9	0.5	9
8	Stevie BrownFS	2012	8	0.5	9
9	Tashaun GipsonFS	2014	6	0.5	9
10	Trevon DiggsCB	2021	11	0.6	9
11	Xavien HowardCB	2020	10	0.5	9
12	Aqib TalibCB	2010	6	0.5	8
13	Asante SamuelCB	2009	9	0.5	8
14	Champ BaileyCB	2006	10	0.5	8
15	Charles WoodsonFS	2009	9	0.5	8
16	DaRon BlandCB	2023	9	0.5	8
17	Deltha O'NealCB	2005	10	0.5	8
18	Derek Stingley Jr.CB	2023	5	0.5	8
19	Ed ReedFS	2008	9	0.5	8
20	John LynchFS	2004	10	0.5	8
21	Kurt ColemanS	2015	7	0.5	8
22	Marcus PetersCB	2015	8	0.5	8
23	Reggie NelsonFS	2015	8	0.5	8
24	Richard ShermanCB	2013	8	0.5	8
25	Ronde BarberFS	2001	10	0.5	8

Sacks

6,444 qualifying seasons

#	Player	Season	Actual	Per game	2024-adj
1	T.J. WattOLB	2021	23	1.4	24
2	Shawne MerrimanDE	2006	17	1.3	22
3	Jared AllenDE	2011	22	1.3	21
4	Justin HoustonOLB	2014	22	1.3	21
5	Michael StrahanDE	2001	23	1.2	21
6	Aaron DonaldDE	2018	21	1.2	20
7	DeMarcus WareOLB	2008	20	1.2	20
8	J.J. WattDE	2012	21	1.2	20
9	J.J. WattDE	2014	21	1.2	20
10	Nick BosaDE	2022	19	1.2	20
11	Aldon SmithDE	2012	20	1.1	19
12	Chandler JonesDE	2019	19	1.1	19
13	DeMarcus WareOLB	2011	20	1.1	19
14	Dwight FreeneyDE	2009	14	1.1	19
15	Robert MathisOLB	2013	20	1.1	19
16	Robert QuinnDE	2021	19	1.1	19
17	T.J. WattOLB	2023	19	1.1	19
18	Elvin BetheaDE	1976	15	1.1	18
19	Elvis DumervilDE	2014	17	1	18
20	Jared AllenDE	2007	16	1.1	18
21	Jason TaylorOLB	2002	19	1.1	18
22	Joey PorterOLB	2008	17	1	18
23	Michael StrahanDE	2003	18	1	18
24	Von MillerOLB	2012	19	1.1	18
25	Chandler JonesDE	2017	17	1	17

Tackles

2,601 qualifying seasons

#	Player	Season	Actual	Per game	2024-adj
1	Zach ThomasILB	2004	131	11.5	195
2	Zach ThomasILB	2005	142	11.4	194
3	Blake CashmanLB	2025	143	11	187
4	Patrick WillisILB	2007	159	10.7	181
5	Jordyn BrooksLB	2025	180	10.6	180
6	Zach ThomasILB	2003	142	10.4	178
7	Foyesade OluokunLB	2021	178	10.3	175
8	Jack CampbellLB	2025	174	10.2	174
9	Bobby WagnerMLB	2021	155	10.1	172
10	Cedric GrayLB	2025	161	10.1	171
11	Paul PoslusznyMLB	2013	159	10	170
12	Devin WhiteLB	2025	169	9.9	169
13	Bobby WagnerMLB	2016	164	9.8	167
14	Luke KuechlyILB	2016	102	9.8	166
15	Nick BoltonLB	2022	171	9.7	165
16	Zach ThomasILB	2006	142	9.6	163
17	Bobby WagnerMLB	2023	164	9.5	162
18	Denzel PerrymanMLB	2021	146	9.5	162
19	Luke KuechlyILB	2012	159	9.6	162
20	Zach ThomasILB	2001	135	9.5	162
21	Zach ThomasILB	2002	139	9.5	161
22	Bobby WagnerMLB	2025	158	9.3	158
23	Jaylon SmithMLB	2020	152	9.3	158
24	Carson SchwesingerLB	2025	147	9.2	156
25	Roquan SmithILB	2023	148	9.2	156

Passing Yards

1,320 qualifying seasons

#	Player	Season	Actual	Per game	2024-adj
1	Norm Van BrocklinQB	1951	1,725	386.5	6,570
2	Sonny JurgensenQB	1967	3,747	325.9	5,540
3	Drew BreesQB	2011	5,476	312.6	5,314
4	Peyton ManningQB	2013	5,477	308.9	5,250
5	Kurt WarnerQB	2001	4,830	306.8	5,215
6	Kurt WarnerQB	2000	3,383	304.5	5,177
7	Tom BradyQB	2011	5,235	300.5	5,109
8	Dan MarinoQB	1984	5,084	300	5,100
9	Drew BreesQB	2012	5,177	298.7	5,078
10	Drew BreesQB	2008	5,069	294.9	5,013
11	Ben RoethlisbergerQB	2015	3,938	294.6	5,008
12	Daunte CulpepperQB	2004	4,717	292.7	4,975
13	Patrick MahomesQB	2022	5,250	292.6	4,974
14	Tom BradyQB	2021	5,316	292.2	4,968
15	Sid LuckmanQB	1943	2,194	292.1	4,966
16	Drew BreesQB	2013	5,162	291.8	4,961
17	Drew BreesQB	2015	4,870	291.5	4,955
18	Tom BradyQB	2007	4,806	291.1	4,948
19	Matthew StaffordQB	2011	5,038	290.7	4,942
20	Rich GannonQB	2002	4,689	289.9	4,928
21	Matthew StaffordQB	2012	4,967	287.7	4,891
22	Drew BreesQB	2016	5,208	287.5	4,887
23	Warren MoonQB	1990	4,689	286.7	4,874
24	Aaron RodgersQB	2011	4,643	286.4	4,869
25	Jameis WinstonQB	2019	5,109	286.4	4,869

Rushing Yards

3,741 qualifying seasons

#	Player	Season	Actual	Per game	2024-adj
1	Eric DickersonRB	1984	2,105	154.5	2,626
2	Barry SandersRB	1997	2,053	150.4	2,556
3	O.J. SimpsonRB	1973	2,003	149.8	2,547
4	Jim BrownFB	1958	1,527	147.5	2,508
5	Emmitt SmithRB	1992	1,713	146.5	2,490
6	Barry SandersRB	1994	1,883	145.7	2,477
7	Barry SandersRB	1991	1,548	145.2	2,469
8	Terrell DavisRB	1998	2,008	145	2,465
9	Eric DickersonRB	1988	1,659	143.7	2,443
10	Eric DickersonRB	1986	1,821	142.6	2,425
11	Emmitt SmithRB	1993	1,486	142.2	2,417
12	Terrell DavisRB	1997	1,750	138.1	2,348
13	Emmitt SmithRB	1991	1,563	138	2,346
14	Barry SandersRB	1989	1,470	137.5	2,338
15	Barry SandersRB	1993	1,115	136.4	2,318
16	Emmitt SmithRB	1995	1,773	136	2,312
17	Jim BrownFB	1959	1,329	135.5	2,303
18	Jamal AndersonRB	1998	1,846	134.5	2,287
19	Marcus AllenRB	1985	1,759	134.3	2,284
20	Thurman ThomasRB	1991	1,407	132.9	2,260
21	Jerome BettisRB	1997	1,665	132.2	2,247
22	Herschel WalkerFB	1988	1,514	131.9	2,241
23	Gerald RiggsRB	1985	1,719	131.5	2,235
24	Roger CraigRB	1988	1,502	130.9	2,225
25	Adrian PetersonRB	2012	2,097	130.6	2,220

Receiving Yards (TE)

2,115 qualifying seasons

#	Player	Season	Actual	Per game	2024-adj
1	Tony GonzalezTE	2000	1,160	108.3	1,841
2	Travis KelceTE	2020	1,416	107.4	1,826
3	Ben CoatesTE	1994	1,174	107.1	1,821
4	Tony GonzalezTE	2004	1,258	100.8	1,714
5	George KittleTE	2018	1,377	95.5	1,624
6	Mark BavaroTE	1987	867	94.5	1,607
7	Don HutsonTE	1944	866	92.9	1,580
8	Travis KelceTE	2018	1,336	92.6	1,574
9	Travis KelceTE	2019	1,229	89	1,512
10	Mark AndrewsTE	2021	1,361	88.8	1,510
11	Rob GronkowskiTE	2017	1,084	88	1,496
12	George KittleTE	2019	1,053	87.1	1,480
13	Ozzie NewsomeTE	1981	1,002	87	1,480
14	Antonio GatesTE	2005	1,101	86.1	1,464
15	Darren WallerTE	2020	1,196	84.6	1,438
16	Travis KelceTE	2022	1,338	84.1	1,430
17	Don HutsonTE	1943	776	83.6	1,422
18	Ozzie NewsomeTE	1984	1,001	83.3	1,416
19	Darren WallerTE	2019	1,145	82.7	1,405
20	Ozzie NewsomeTE	1983	970	81.8	1,391
21	Antonio GatesTE	2004	964	81.2	1,380
22	Marv CookTE	1991	808	81.1	1,379
23	Ben CoatesTE	1995	915	80.5	1,368
24	Zach ErtzTE	2018	1,163	80.2	1,364
25	Jackie HarrisTE	1993	604	79.3	1,348

Receiving Yards

4,360 qualifying seasons

#	Player	Season	Actual	Per game	2024-adj
1	Calvin JohnsonWR	2012	1,964	117.7	2,001
2	Josh GordonWR	2013	1,646	112.9	1,919
3	Julio JonesWR	2015	1,871	112.4	1,911
4	Cooper KuppWR	2021	1,947	111	1,887
5	Tyreek HillWR	2023	1,799	110.6	1,880
6	Antonio BrownWR	2015	1,834	110	1,871
7	Michael ThomasWR	2019	1,725	107.4	1,826
8	Antonio BrownWR	2017	1,533	107.3	1,824
9	Puka NacuaWR	2025	1,715	107.2	1,822
10	Torry HoltWR	2003	1,696	105.6	1,796
11	Jaxon Smith-NjigbaWR	2025	1,793	105.5	1,793
12	Justin JeffersonWR	2023	1,074	105.4	1,793
13	Marvin HarrisonWR	2002	1,722	104.1	1,770
14	Justin JeffersonWR	2022	1,809	102.5	1,743
15	Calvin JohnsonWR	2011	1,681	101.7	1,729
16	Calvin JohnsonWR	2013	1,492	101.6	1,728
17	Randy MossWR	2003	1,632	101.2	1,720
18	CeeDee LambWR	2023	1,749	100.9	1,715
19	Odell Beckham Jr.WR	2014	1,305	100.7	1,713
20	Steve SmithWR	2008	1,421	100.7	1,712
21	Julio JonesWR	2018	1,677	100.6	1,710
22	Ja'Marr ChaseWR	2024	1,708	100.5	1,708
23	Anquan BoldinWR	2005	1,398	99.9	1,698
24	Julio JonesWR	2014	1,593	98.2	1,670
25	Antonio BrownWR	2014	1,698	98.1	1,668

② Dominance — SDs Above Peers

The same seasons, ranked a different way: by robust z — how many standard deviations above their own era's positional peers each player stood. Per-game totals reward volume in a high-schedule era; z rewards how far you separated from everyone around you. This is the exact board that places NFL seasons on the cross-sport era-adjusted hub.

Each season is z-scored against its own (season, position-group) peer distribution (robust: median & IQR/1.349, so outliers don't inflate the yardstick), then re-projected onto the group's most recent rated season. Buckets under 30 qualified peers mint no projection. z is the ranking axis; “→ adj VAL” is the within-NFL translated value (not comparable across positions — the z is). Rated 1974–2026.

#	Player	Pos	Season	z	→ adj VAL
1	Walter Payton	RB	1977	5.44	49.0
2	Alvin Kamara	RB	2017	4.32	34.1
3	Jonathan Taylor	RB	2021	4.25	33.3
4	Todd Gurley	RB	2017	4.23	33.1
5	Terrell Davis	RB	1998	4.13	31.9
6	Barry Sanders	RB	1997	4.08	31.3
7	Lawrence Taylor	LB	1986	4.08	8.9
8	Lawrence Taylor	LB	1981	4.05	8.8
9	Robert Brazile	LB	1977	4.00	8.6
10	Christian McCaffrey	RB	2019	3.96	29.9
11	Tony Dorsett	RB	1977	3.96	29.9
12	Justin Houston	LB	2014	3.89	8.3
13	Tony Gonzalez	TE	2000	3.88	7.6
14	Xavien Howard	DB	2020	3.85	7.3
15	Ben Coates	TE	1994	3.85	7.5
16	O.J. Simpson	RB	1975	3.84	28.5
17	Shawne Merriman	DL	2006	3.73	9.9
18	Michael Strahan	DL	2001	3.60	9.4
19	Brian Westbrook	RB	2007	3.58	25.7
20	LaDainian Tomlinson	RB	2007	3.58	25.7
21	Marshall Faulk	RB	1998	3.58	25.8
22	Jared Allen	DL	2010	3.57	9.3
23	Lawrence Taylor	LB	1988	3.57	7.4
24	Trevon Diggs	DB	2021	3.56	6.6
25	Tony Gonzalez	TE	2004	3.56	6.9

Narrow the dominance board

The greatest NFL season of a single decade, or of a single position group — the same z-ranked board, filtered. The order below is the dominance order, never re-sorted to fit the filter.

Decade

Position

100 qualifying seasons. The lens filters the published board — the order is the board's own, never re-sorted to fit the filter.

#	Player	Pos	Season	z	→ adj
1	Walter Payton	RB	1977	5.44	49.0
2	Alvin Kamara	RB	2017	4.32	34.1
3	Jonathan Taylor	RB	2021	4.25	33.3
4	Todd Gurley	RB	2017	4.23	33.1
5	Terrell Davis	RB	1998	4.13	31.9
6	Barry Sanders	RB	1997	4.08	31.3
7	Lawrence Taylor	LB	1986	4.08	8.9
8	Lawrence Taylor	LB	1981	4.05	8.8
9	Robert Brazile	LB	1977	4.00	8.6
10	Christian McCaffrey	RB	2019	3.96	29.9
11	Tony Dorsett	RB	1977	3.96	29.9
12	Justin Houston	LB	2014	3.89	8.3
13	Tony Gonzalez	TE	2000	3.88	7.6
14	Xavien Howard	DB	2020	3.85	7.3
15	Ben Coates	TE	1994	3.85	7.5
16	O.J. Simpson	RB	1975	3.84	28.5
17	Shawne Merriman	DL	2006	3.73	9.9
18	Michael Strahan	DL	2001	3.60	9.4
19	Brian Westbrook	RB	2007	3.58	25.7
20	LaDainian Tomlinson	RB	2007	3.58	25.7
21	Marshall Faulk	RB	1998	3.58	25.8
22	Jared Allen	DL	2010	3.57	9.3
23	Lawrence Taylor	LB	1988	3.57	7.4
24	Trevon Diggs	DB	2021	3.56	6.6
25	Tony Gonzalez	TE	2004	3.56	6.9

StatVault era-translation over the encyclopedia.

Rankings as of 2026-10-19, as declared by the corpus that produced them.