DateThis TeamOpponentExpected
vs. Actual		ChangeNew Rating
09/21/24Punishers (84)vs Cincinnati (272)Expected: -0.42, Actual: -0.53-6.1470.1Stats
08/03/24Punishers (72)vs CoMo (201)Expected: -0.33, Actual: -0.47-8.5476.2Stats
07/13/24Punishers (19)vs Akron (338)Expected: -0.48, Actual: -0.89-24.4484.8Stats
09/16/23Punishers (116)vs South Shore (286)Expected: 0.02, Actual: -0.42-26.4509.2Stats
06/22/19Punishers (150)vs Rockford (115)Expected: 0.20, Actual: 0.13-4.3535.6Stats
06/09/19Punishers (149)vs Mid-State (96)Expected: 0.02, Actual: 0.22+11.6539.9Stats
06/08/19Punishers (160)vs Confluence (355)Expected: -0.39, Actual: -0.38+0.4528.3Stats
06/08/19Punishers (194)vs Wine Town (99)Expected: -0.09, Actual: 0.32+24.6527.9Stats
05/11/19Punishers (171)vs Black-n-Bluegrass (78)Expected: 0.13, Actual: 0.37+14.4503.4Stats
06/23/18Punishers (145)vs Springfield (142)Expected: 0.15, Actual: 0.01-8.3489.0Stats
05/12/18Punishers (278)vs Beloit Bombshells (138)Expected: 0.12, Actual: 0.34+12.6497.3Stats
04/28/18Punishers (299)vs Lafayette (130)Expected: 0.33, Actual: 0.39+3.9484.7Stats
04/07/18Punishers (236)vs Barbed Wire Betties (172)Expected: 0.43, Actual: 0.16-15.8480.8Stats
07/09/17Punishers (92)vs Fox Cities (388)Expected: -0.62, Actual: -0.62+0.2496.6Stats
07/09/17Punishers (138)vs Circle City (237)Expected: 0.10, Actual: -0.26-21.7496.5Stats
07/08/17Punishers (110)vs Quad City Rollers (161)Expected: 0.34, Actual: -0.19-31.1518.2Stats
04/08/17Punishers (144)vs Bleeding Heartland (164)Expected: -0.15, Actual: -0.06+4.8549.4Stats
09/10/16Punishers (197)vs Aurora 88s (84)Expected: 0.34, Actual: 0.40+3.5544.6Stats
07/10/16Punishers (189)vs Med City (129)Expected: 0.08, Actual: 0.19+6.2541.1Stats
07/09/16Punishers (104)vs Fox Cities (176)Expected: -0.18, Actual: -0.26-4.4534.8Stats
07/09/16Punishers (193)vs Mid-State (95)Expected: -0.02, Actual: 0.34+21.3539.3Stats
06/04/16Punishers (150)vs Springfield (129)Expected: 0.03, Actual: 0.08+2.9518.0Stats
04/23/16Punishers (127)vs CoMo (159)Expected: 0.17, Actual: -0.11-16.4515.0Stats
04/09/16Punishers (159)vs MOKAN (128)Expected: -0.21, Actual: 0.11+18.8531.4Stats
11/21/15Punishers (187)vs Cedar Rapids Rollergirls (128)Expected: -0.13, Actual: 0.19+18.7512.7Stats
09/12/15Punishers (133)vs Springfield (182)Expected: -0.08, Actual: -0.16-4.3493.9Stats
08/15/15Punishers (109)vs Dark River (129)Actual: -0.08 498.2Stats
DateTeamsScoreIncoming
Ratings		ExpectedActualExpected
vs. Actual		ChangeNew
Ratings
09/21/24Punishers
Cincinnati		84
272		476.2
577.9		-0.42-0.53Expected: -0.42, Actual: -0.53-6.1
+6.1		470.1
584.0		Stats
08/03/24Punishers
CoMo		72
201		484.8
563.8		-0.33-0.47Expected: -0.33, Actual: -0.47-8.5
+8.5		476.2
572.3		Stats
07/13/24Punishers
Akron		19
338		509.2
602.7		-0.48-0.89Expected: -0.48, Actual: -0.89-24.4
+24.4		484.8
627.1		Stats
09/16/23Punishers
South Shore		116
286		535.6
519.8		0.02-0.42Expected: 0.02, Actual: -0.42-26.4
+26.4		509.2
546.2		Stats
06/22/19Punishers
Rockford		150
115		539.9
509.3		0.200.13Expected: 0.20, Actual: 0.13-4.3
+4.3		535.6
513.6		Stats
06/09/19Punishers
Mid-State		149
96		528.3
513.3		0.020.22Expected: 0.02, Actual: 0.22+11.6
-11.6		539.9
501.8		Stats
06/08/19Punishers
Confluence		160
355		527.9
620.1		-0.39-0.38Expected: -0.39, Actual: -0.38+0.4
-0.4		528.3
619.7		Stats
06/08/19Punishers
Wine Town		194
99		503.4
532.8		-0.090.32Expected: -0.09, Actual: 0.32+24.6
-24.6		527.9
508.2		Stats
05/11/19Punishers
Black-n-Bluegrass		171
78		489.0
451.9		0.130.37Expected: 0.13, Actual: 0.37+14.4
-14.4		503.4
437.6		Stats
06/23/18Punishers
Springfield		145
142		497.3
477.7		0.150.01Expected: 0.15, Actual: 0.01-8.3
+8.3		489.0
486.0		Stats
05/12/18Punishers
Beloit Bombshells		278
138		484.7
449.2		0.120.34Expected: 0.12, Actual: 0.34+12.6
-12.6		497.3
436.6		Stats
04/28/18Punishers
Lafayette		299
130		480.8
423.6		0.330.39Expected: 0.33, Actual: 0.39+3.9
-3.9		484.7
419.7		Stats
04/07/18Punishers
Barbed Wire Betties		236
172		496.6
395.0		0.430.16Expected: 0.43, Actual: 0.16-15.8
+15.8		480.8
410.8		Stats
07/09/17Punishers
Fox Cities		92
388		496.5
634.5		-0.62-0.62Expected: -0.62, Actual: -0.62+0.2
-0.2		496.6
634.3		Stats
07/09/17Punishers
Circle City		138
237		518.2
504.0		0.10-0.26Expected: 0.10, Actual: -0.26-21.7
+21.7		496.5
525.7		Stats
07/08/17Punishers
Quad City Rollers		110
161		549.4
485.4		0.34-0.19Expected: 0.34, Actual: -0.19-31.1
+31.1		518.2
516.5		Stats
04/08/17Punishers
Bleeding Heartland		144
164		544.6
563.0		-0.15-0.06Expected: -0.15, Actual: -0.06+4.8
-4.8		549.4
558.3		Stats
09/10/16Punishers
Aurora 88s		197
84		541.1
458.8		0.340.40Expected: 0.34, Actual: 0.40+3.5
-3.5		544.6
455.2		Stats
07/10/16Punishers
Med City		189
129		534.8
524.9		0.080.19Expected: 0.08, Actual: 0.19+6.2
-6.2		541.1
518.7		Stats
07/09/16Punishers
Fox Cities		104
176		539.3
569.3		-0.18-0.26Expected: -0.18, Actual: -0.26-4.4
+4.4		534.8
573.7		Stats
07/09/16Punishers
Mid-State		193
95		518.0
515.4		-0.020.34Expected: -0.02, Actual: 0.34+21.3
-21.3		539.3
494.1		Stats
06/04/16Punishers
Springfield		150
129		515.0
520.9		0.030.08Expected: 0.03, Actual: 0.08+2.9
-2.9		518.0
517.9		Stats
04/23/16Punishers
CoMo		127
159		531.4
508.7		0.17-0.11Expected: 0.17, Actual: -0.11-16.4
+16.4		515.0
525.1		Stats
04/09/16Punishers
MOKAN		159
128		512.7
544.5		-0.210.11Expected: -0.21, Actual: 0.11+18.8
-18.8		531.4
525.7		Stats
11/21/15Punishers
Cedar Rapids Rollergirls		187
128		493.9
509.2		-0.130.19Expected: -0.13, Actual: 0.19+18.7
-18.7		512.7
490.5		Stats
09/12/15Punishers
Springfield		133
182		498.2
503.9		-0.08-0.16Expected: -0.08, Actual: -0.16-4.3
+4.3		493.9
508.2		Stats
08/15/15Punishers
Dark River		109
129		[unranked]
515.2		-0.08Actual: -0.08 
 		498.2
515.2		Stats