DateThis TeamOpponentExpected
vs. Actual		ChangeNew Rating
07/19/25Pioneer Valley (161)vs BSB: Bantams (132)Expected: 0.42, Actual: 0.10-19.1364.4Stats
05/17/25Pioneer Valley (86)vs Bay State Brawlers (163)Expected: 0.13, Actual: -0.31-26.5383.5Stats
05/03/25Pioneer Valley (238)vs HARD: Banshees (95)Expected: 0.42, Actual: 0.43+0.3410.0Stats
08/17/19Pioneer Valley (83)vs Bay State Brawlers (219)Expected: -0.41, Actual: -0.45-2.3409.7Stats
03/02/19Pioneer Valley (211)vs Hartford Area (212)Expected: -0.14, Actual: -0.00+8.2412.0Stats
06/16/18Pioneer Valley (188)vs Hellions (237)Expected: 0.01, Actual: -0.12-7.3403.8Stats
06/02/18Pioneer Valley (114)vs Rock Coast (239)Expected: 0.27, Actual: -0.35-37.2411.1Stats
05/12/18Pioneer Valley (239)vs Mass Attack (97)Expected: 0.26, Actual: 0.42+9.7448.3Stats
05/05/18Pioneer Valley (94)vs Ithaca (411)Expected: -0.20, Actual: -0.63-25.7438.6Stats
04/14/18Pioneer Valley (254)vs ILWR: Bluestockings (76)Expected: 0.35, Actual: 0.54+11.4464.2Stats
09/16/17Pioneer Valley (212)vs Hartford Area (99)Expected: 0.37, Actual: 0.36-0.3452.8Stats
07/01/17Pioneer Valley (172)vs Rock Coast (161)Expected: -0.12, Actual: 0.03+9.0453.1Stats
05/13/17Pioneer Valley (514)vs New Hampshire (62)Expected: 0.40, Actual: 0.78+22.9444.1Stats
04/22/17Pioneer Valley (210)vs Hartford Area (190)Expected: 0.07, Actual: 0.05-1.1421.2Stats
04/01/17Pioneer Valley (186)vs Mass Attack (116)Expected: 0.16, Actual: 0.23+4.5422.3Stats
09/17/16Pioneer Valley (229)vs GMRD: Black Ice Brawlers (92)Expected: 0.34, Actual: 0.43+5.0417.8Stats
08/27/16Pioneer Valley (154)vs CNYRD: CNY Daybreakers (137)Expected: 0.12, Actual: 0.06-3.8412.8Stats
07/30/16Pioneer Valley (155)vs Rock Coast (162)Expected: -0.25, Actual: -0.02+13.3416.6Stats
05/07/16Pioneer Valley (333)vs Central Maine (61)Expected: 0.16, Actual: 0.69+31.7403.3Stats
04/02/16Pioneer Valley (150)vs Strong Island (133)Expected: 0.06, Actual: 0.06+0.0371.7Stats
03/26/16Pioneer Valley (272)vs CTRD: Yankee Brutals (151)Expected: 0.11, Actual: 0.29+10.8371.6Stats
10/10/15Pioneer Valley (126)vs Central Maine (218)Expected: 0.01, Actual: -0.27-14.6360.9Stats
09/19/15Pioneer Valley (196)vs Strong Island (183)Expected: 0.19, Actual: 0.03-8.1375.4Stats
06/27/15Pioneer Valley (204)vs MARD: Bloody Bordens (111)Expected: 0.19, Actual: 0.30+5.4383.6Stats
06/13/15Pioneer Valley (162)vs RCR: Breakwater Blackhearts (169)Expected: -0.02, Actual: -0.02-0.3378.2Stats
04/18/15Pioneer Valley (178)vs Strong Island (171)Expected: 0.36, Actual: 0.02-17.7378.5Stats
09/15/13Pioneer Valley (153)vs GSR: Brick City Bruisers (155)Expected: 0.05, Actual: -0.01-2.8396.1Stats
07/21/13Pioneer Valley (159)vs DCRD: National Maulers (275)Expected: 0.22, Actual: -0.27-25.4398.9Stats
07/20/13Pioneer Valley (116)vs CCRD: Female Trouble (216)Expected: -0.08, Actual: -0.30-11.5424.3Stats
06/15/13Pioneer Valley (268)vs Hartford Area (105)Expected: 0.16, Actual: 0.44+14.4435.8Stats
06/08/13Pioneer Valley (166)vs Bay State Brawlers (164)Expected: 0.13, Actual: 0.01-6.3421.4Stats
05/11/13Pioneer Valley (304)vs Rock Coast (86)Expected: 0.02, Actual: 0.56+28.1427.7Stats
04/27/13Pioneer Valley (151)vs BRD: Boston B (275)Expected: -0.21, Actual: -0.29-4.4399.7Stats
04/07/13Pioneer Valley (265)vs Mass Attack (147)Expected: 0.13, Actual: 0.29+8.3404.0Stats
09/22/12Pioneer Valley (148)vs Mass Attack (158)Expected: 0.20, Actual: -0.03-10.3395.8Stats
08/25/12Pioneer Valley (92)vs New Hampshire (150)Expected: -0.29, Actual: -0.24+2.2406.1Stats
08/05/12Pioneer Valley (71)vs Rock Coast (94)Expected: -0.07, Actual: -0.14-3.1403.9Stats
08/05/12Pioneer Valley (116)vs Shoreline (42)Expected: 0.16, Actual: 0.47+13.8407.0Stats
06/23/12Pioneer Valley (217)vs Bay State Brawlers (66)Expected: 0.23, Actual: 0.53+13.7393.3Stats
06/09/12Pioneer Valley (106)vs PRD: Killah Beez (96)Expected: -0.44, Actual: 0.05+21.5379.6Stats
06/03/12Pioneer Valley (126)vs Albany (125)Expected: -0.16, Actual: 0.00+7.4358.1Stats
04/14/12Pioneer Valley (39)vs Green Mt. (217)Expected: -0.48, Actual: -0.70-9.4350.7Stats
10/08/11Pioneer Valley (42)vs Garden State (216)Expected: -0.22, Actual: -0.67-20.2360.1Stats
10/02/11Pioneer Valley (38)vs CTRD: Yankee Brutals (71)Expected: 0.29, Actual: -0.30-26.4380.3Stats
09/17/11Pioneer Valley (58)vs Central NY (207)Expected: -0.24, Actual: -0.56-14.5406.7Stats
09/05/11Pioneer Valley (250)vs Granite State (36)Expected: 0.36, Actual: 0.75+17.0421.2Stats
08/13/11Pioneer Valley (42)vs OVRD: Slaughter Daughters (218)Expected: -0.54, Actual: -0.68-5.9404.2Stats
06/25/11Pioneer Valley (67)vs CCRD: Female Trouble (67)Expected: -0.21, Actual: 0.00+9.1410.2Stats
06/11/11Pioneer Valley (119)vs Albany (121)Expected: -0.00, Actual: -0.01-0.3401.0Stats
05/14/11Pioneer Valley (139)vs South Bend (100)Expected: 0.17, Actual: 0.16-0.3401.4Stats
05/14/11Pioneer Valley (79)vs DRD: Detroit Roller Derby Allstars B (261)Expected: 0.10, Actual: -0.54-28.3401.7Stats
05/07/11Pioneer Valley (82)vs Green Mt. (128)Expected: 0.32, Actual: -0.22-23.9430.0Stats
04/09/11Pioneer Valley (103)vs Ithaca (161)Expected: 0.38, Actual: -0.22-26.8453.9Stats
06/12/10Pioneer Valley (218)vs Bay State Brawlers (44)Expected: 0.27, Actual: 0.66+19.3480.7Stats
05/22/10Pioneer Valley (134)vs New Hampshire (46)Expected: 0.19, Actual: 0.49+14.6461.4Stats
05/01/10Pioneer Valley (130)vs CCRD: Female Trouble (135)Expected: 0.03, Actual: -0.02-2.3446.8Stats
04/17/10Pioneer Valley (120)vs Long Island (105)Expected: 0.14, Actual: 0.07-3.5449.1Stats
10/17/09Pioneer Valley (105)vs PRD: Killah Beez (64)Expected: 0.26, Actual: 0.24-0.8452.6Stats
09/25/09Pioneer Valley (76)vs Garden State (58)Expected: 0.00, Actual: 0.13+6.4453.5Stats
07/11/09Pioneer Valley (132)vs BRD: Cosmonaughties (111)Expected: -0.11, Actual: 0.09+9.6447.1Stats
06/06/09Pioneer Valley (22)vs Connecticut (88)Expected: 0.21, Actual: -0.60-39.1437.5Stats
05/02/09Pioneer Valley (109)vs Hellrazors (45)Expected: 0.07, Actual: 0.42+16.5476.6Stats
04/04/09Pioneer Valley (77)vs Hudson Valley (26)Expected: 0.17, Actual: 0.50+15.5460.1Stats
10/18/08Pioneer Valley (98)vs Lehigh Valley (85)Expected: -0.06, Actual: 0.07+6.1444.6Stats
09/20/08Pioneer Valley (77)vs CCRD: Female Trouble (65)Expected: 0.00, Actual: 0.08+3.8438.5Stats
08/09/08Pioneer Valley (70)vs Garden State (63)Expected: 0.23, Actual: 0.05-8.6434.6Stats
06/08/08Pioneer Valley (52)vs Harrisburg (190)Expected: -0.20, Actual: -0.57-17.7443.2Stats
05/04/08Pioneer Valley (51)vs Hellrazors (81)Expected: 0.09, Actual: -0.23-15.4460.9Stats
04/26/08Pioneer Valley (123)vs West Jersey (44)Expected: 0.30, Actual: 0.47+8.3476.4Stats
04/19/08Pioneer Valley (61)vs Diamond City (53)Expected: 0.30, Actual: 0.07-11.2468.1Stats
09/22/07Pioneer Valley (93)vs Maine (108)Expected: -0.06, Actual: -0.07-0.8479.2Stats
06/17/07Pioneer Valley (121)vs Hudson Valley (15)Actual: 0.78 480.0Stats
04/29/07Pioneer Valley (86)vs Hellrazors (58)Actual: 0.19 480.0Stats
02/23/07Pioneer Valley (54)vs Maine (82)Actual: -0.21 480.0Stats
DateTeamsScoreIncoming
Ratings		ExpectedActualExpected
vs. Actual		ChangeNew
Ratings
07/19/25Pioneer Valley
BSB: Bantams		161
132		383.5
285.0		0.420.10Expected: 0.42, Actual: 0.10-19.1
+19.1		364.4
304.2		Stats
05/17/25Pioneer Valley
Bay State Brawlers		86
163		410.0
373.8		0.13-0.31Expected: 0.13, Actual: -0.31-26.5
+26.5		383.5
400.3		Stats
05/03/25Pioneer Valley
HARD: Banshees		238
95		409.7
328.0		0.420.43Expected: 0.42, Actual: 0.43+0.3
-0.3		410.0
327.7		Stats
08/17/19Pioneer Valley
Bay State Brawlers		83
219		412.0
508.4		-0.41-0.45Expected: -0.41, Actual: -0.45-2.3
+2.3		409.7
510.8		Stats
03/02/19Pioneer Valley
Hartford Area		211
212		403.8
423.1		-0.14-0.00Expected: -0.14, Actual: -0.00+8.2
-8.2		412.0
414.9		Stats
06/16/18Pioneer Valley
Hellions		188
237		411.1
418.6		0.01-0.12Expected: 0.01, Actual: -0.12-7.3
+7.3		403.8
425.9		Stats
06/02/18Pioneer Valley
Rock Coast		114
239		448.3
384.0		0.27-0.35Expected: 0.27, Actual: -0.35-37.2
+37.2		411.1
421.2		Stats
05/12/18Pioneer Valley
Mass Attack		239
97		438.6
394.3		0.260.42Expected: 0.26, Actual: 0.42+9.7
-9.7		448.3
384.6		Stats
05/05/18Pioneer Valley
Ithaca		94
411		464.2
495.2		-0.20-0.63Expected: -0.20, Actual: -0.63-25.7
+25.7		438.6
520.9		Stats
04/14/18Pioneer Valley
ILWR: Bluestockings		254
76		452.8
389.2		0.350.54Expected: 0.35, Actual: 0.54+11.4
-11.4		464.2
377.8		Stats
09/16/17Pioneer Valley
Hartford Area		212
99		453.1
384.9		0.370.36Expected: 0.37, Actual: 0.36-0.3
+0.3		452.8
385.1		Stats
07/01/17Pioneer Valley
Rock Coast		172
161		444.1
458.8		-0.120.03Expected: -0.12, Actual: 0.03+9.0
-9.0		453.1
449.8		Stats
05/13/17Pioneer Valley
New Hampshire		514
62		421.2
345.5		0.400.78Expected: 0.40, Actual: 0.78+22.9
-22.9		444.1
322.5		Stats
04/22/17Pioneer Valley
Hartford Area		210
190		422.3
399.6		0.070.05Expected: 0.07, Actual: 0.05-1.1
+1.1		421.2
400.7		Stats
04/01/17Pioneer Valley
Mass Attack		186
116		417.8
395.2		0.160.23Expected: 0.16, Actual: 0.23+4.5
-4.5		422.3
390.7		Stats
09/17/16Pioneer Valley
GMRD: Black Ice Brawlers		229
92		412.8
350.5		0.340.43Expected: 0.34, Actual: 0.43+5.0
-5.0		417.8
345.4		Stats
08/27/16Pioneer Valley
CNYRD: CNY Daybreakers		154
137		416.6
382.9		0.120.06Expected: 0.12, Actual: 0.06-3.8
+3.8		412.8
386.7		Stats
07/30/16Pioneer Valley
Rock Coast		155
162		403.3
444.3		-0.25-0.02Expected: -0.25, Actual: -0.02+13.3
-13.3		416.6
431.0		Stats
05/07/16Pioneer Valley
Central Maine		333
61		371.7
348.6		0.160.69Expected: 0.16, Actual: 0.69+31.7
-31.7		403.3
316.9		Stats
04/02/16Pioneer Valley
Strong Island		150
133		371.6
368.8		0.060.06Expected: 0.06, Actual: 0.06+0.0
-0.0		371.7
368.7		Stats
03/26/16Pioneer Valley
CTRD: Yankee Brutals		272
151		360.9
330.7		0.110.29Expected: 0.11, Actual: 0.29+10.8
-10.8		371.6
319.9		Stats
10/10/15Pioneer Valley
Central Maine		126
218		375.4
364.1		0.01-0.27Expected: 0.01, Actual: -0.27-14.6
+14.6		360.9
378.7		Stats
09/19/15Pioneer Valley
Strong Island		196
183		383.6
354.2		0.190.03Expected: 0.19, Actual: 0.03-8.1
+8.1		375.4
362.3		Stats
06/27/15Pioneer Valley
MARD: Bloody Bordens		204
111		378.2
348.3		0.190.30Expected: 0.19, Actual: 0.30+5.4
-5.4		383.6
342.9		Stats
06/13/15Pioneer Valley
RCR: Breakwater Blackhearts		162
169		378.5
372.6		-0.02-0.02Expected: -0.02, Actual: -0.02-0.3
+0.3		378.2
372.9		Stats
04/18/15Pioneer Valley
Strong Island		178
171		396.1
330.3		0.360.02Expected: 0.36, Actual: 0.02-17.7
+17.7		378.5
347.9		Stats
09/15/13Pioneer Valley
GSR: Brick City Bruisers		153
155		398.9
398.5		0.05-0.01Expected: 0.05, Actual: -0.01-2.8
+2.8		396.1
401.3		Stats
07/21/13Pioneer Valley
DCRD: National Maulers		159
275		424.3
371.1		0.22-0.27Expected: 0.22, Actual: -0.27-25.4
+25.4		398.9
396.4		Stats
07/20/13Pioneer Valley
CCRD: Female Trouble		116
216		435.8
443.1		-0.08-0.30Expected: -0.08, Actual: -0.30-11.5
+11.5		424.3
454.6		Stats
06/15/13Pioneer Valley
Hartford Area		268
105		421.4
397.8		0.160.44Expected: 0.16, Actual: 0.44+14.4
-14.4		435.8
383.4		Stats
06/08/13Pioneer Valley
Bay State Brawlers		166
164		427.7
393.2		0.130.01Expected: 0.13, Actual: 0.01-6.3
+6.3		421.4
399.6		Stats
05/11/13Pioneer Valley
Rock Coast		304
86		399.7
404.2		0.020.56Expected: 0.02, Actual: 0.56+28.1
-28.1		427.7
376.2		Stats
04/27/13Pioneer Valley
BRD: Boston B 		151
275		404.0
437.1		-0.21-0.29Expected: -0.21, Actual: -0.29-4.4
+4.4		399.7
441.5		Stats
04/07/13Pioneer Valley
Mass Attack		265
147		395.8
378.9		0.130.29Expected: 0.13, Actual: 0.29+8.3
-8.3		404.0
370.7		Stats
09/22/12Pioneer Valley
Mass Attack		148
158		406.1
351.7		0.20-0.03Expected: 0.20, Actual: -0.03-10.3
+10.3		395.8
361.9		Stats
08/25/12Pioneer Valley
New Hampshire		92
150		403.9
477.4		-0.29-0.24Expected: -0.29, Actual: -0.24+2.2
-2.2		406.1
475.2		Stats
08/05/12Pioneer Valley
Rock Coast		71
94		407.0
405.2		-0.07-0.14Expected: -0.07, Actual: -0.14-3.1
+3.1		403.9
408.4		Stats
08/05/12Pioneer Valley
Shoreline		116
42		393.3
376.9		0.160.47Expected: 0.16, Actual: 0.47+13.8
-13.8		407.0
363.1		Stats
06/23/12Pioneer Valley
Bay State Brawlers		217
66		379.6
347.8		0.230.53Expected: 0.23, Actual: 0.53+13.7
-13.7		393.3
334.1		Stats
06/09/12Pioneer Valley
PRD: Killah Beez		106
96		358.1
437.6		-0.440.05Expected: -0.44, Actual: 0.05+21.5
-21.5		379.6
416.1		Stats
06/03/12Pioneer Valley
Albany		126
125		350.7
397.5		-0.160.00Expected: -0.16, Actual: 0.00+7.4
-7.4		358.1
390.1		Stats
04/14/12Pioneer Valley
Green Mt.		39
217		360.1
451.5		-0.48-0.70Expected: -0.48, Actual: -0.70-9.4
+9.4		350.7
460.9		Stats
10/08/11Pioneer Valley
Garden State		42
216		380.3
410.7		-0.22-0.67Expected: -0.22, Actual: -0.67-20.2
+20.2		360.1
430.9		Stats
10/02/11Pioneer Valley
CTRD: Yankee Brutals		38
71		406.7
332.2		0.29-0.30Expected: 0.29, Actual: -0.30-26.4
+26.4		380.3
358.7		Stats
09/17/11Pioneer Valley
Central NY		58
207		421.2
483.1		-0.24-0.56Expected: -0.24, Actual: -0.56-14.5
+14.5		406.7
497.6		Stats
09/05/11Pioneer Valley
Granite State		250
36		404.2
341.7		0.360.75Expected: 0.36, Actual: 0.75+17.0
-17.0		421.2
324.7		Stats
08/13/11Pioneer Valley
OVRD: Slaughter Daughters		42
218		410.2
517.9		-0.54-0.68Expected: -0.54, Actual: -0.68-5.9
+5.9		404.2
523.8		Stats
06/25/11Pioneer Valley
CCRD: Female Trouble		67
67		401.0
458.4		-0.210.00Expected: -0.21, Actual: 0.00+9.1
-9.1		410.2
449.2		Stats
06/11/11Pioneer Valley
Albany		119
121		401.4
387.6		-0.00-0.01Expected: -0.00, Actual: -0.01-0.3
+0.3		401.0
387.9		Stats
05/14/11Pioneer Valley
South Bend		139
100		401.7
382.8		0.170.16Expected: 0.17, Actual: 0.16-0.3
+0.3		401.4
383.1		Stats
05/14/11Pioneer Valley
DRD: Detroit Roller Derby Allstars B		79
261		430.0
424.5		0.10-0.54Expected: 0.10, Actual: -0.54-28.3
+28.3		401.7
452.8		Stats
05/07/11Pioneer Valley
Green Mt.		82
128		453.9
401.5		0.32-0.22Expected: 0.32, Actual: -0.22-23.9
+23.9		430.0
425.4		Stats
04/09/11Pioneer Valley
Ithaca		103
161		480.7
413.5		0.38-0.22Expected: 0.38, Actual: -0.22-26.8
+26.8		453.9
440.3		Stats
06/12/10Pioneer Valley
Bay State Brawlers		218
44		461.4
421.0		0.270.66Expected: 0.27, Actual: 0.66+19.3
-19.3		480.7
401.7		Stats
05/22/10Pioneer Valley
New Hampshire		134
46		446.8
395.0		0.190.49Expected: 0.19, Actual: 0.49+14.6
-14.6		461.4
380.4		Stats
05/01/10Pioneer Valley
CCRD: Female Trouble		130
135		449.1
457.5		0.03-0.02Expected: 0.03, Actual: -0.02-2.3
+2.3		446.8
459.8		Stats
04/17/10Pioneer Valley
Long Island		120
105		452.6
410.5		0.140.07Expected: 0.14, Actual: 0.07-3.5
+3.5		449.1
414.0		Stats
10/17/09Pioneer Valley
PRD: Killah Beez		105
64		453.5
386.2		0.260.24Expected: 0.26, Actual: 0.24-0.8
+0.8		452.6
387.1		Stats
09/25/09Pioneer Valley
Garden State		76
58		447.1
432.8		0.000.13Expected: 0.00, Actual: 0.13+6.4
-6.4		453.5
426.4		Stats
07/11/09Pioneer Valley
BRD: Cosmonaughties		132
111		437.5
473.9		-0.110.09Expected: -0.11, Actual: 0.09+9.6
-9.6		447.1
464.4		Stats
06/06/09Pioneer Valley
Connecticut		22
88		476.6
447.9		0.21-0.60Expected: 0.21, Actual: -0.60-39.1
+39.1		437.5
487.0		Stats
05/02/09Pioneer Valley
Hellrazors		109
45		460.1
459.3		0.070.42Expected: 0.07, Actual: 0.42+16.5
-16.5		476.6
442.8		Stats
04/04/09Pioneer Valley
Hudson Valley		77
26		444.6
423.4		0.170.50Expected: 0.17, Actual: 0.50+15.5
-15.5		460.1
407.9		Stats
10/18/08Pioneer Valley
Lehigh Valley		98
85		438.5
435.6		-0.060.07Expected: -0.06, Actual: 0.07+6.1
-6.1		444.6
429.5		Stats
09/20/08Pioneer Valley
CCRD: Female Trouble		77
65		434.6
447.6		0.000.08Expected: 0.00, Actual: 0.08+3.8
-3.8		438.5
443.8		Stats
08/09/08Pioneer Valley
Garden State		70
63		443.2
410.2		0.230.05Expected: 0.23, Actual: 0.05-8.6
+8.6		434.6
418.8		Stats
06/08/08Pioneer Valley
Harrisburg		52
190		460.9
488.1		-0.20-0.57Expected: -0.20, Actual: -0.57-17.7
+17.7		443.2
505.9		Stats
05/04/08Pioneer Valley
Hellrazors		51
81		476.4
443.9		0.09-0.23Expected: 0.09, Actual: -0.23-15.4
+15.4		460.9
459.3		Stats
04/26/08Pioneer Valley
West Jersey		123
44		468.1
392.0		0.300.47Expected: 0.30, Actual: 0.47+8.3
-8.3		476.4
383.7		Stats
04/19/08Pioneer Valley
Diamond City		61
53		479.2
430.9		0.300.07Expected: 0.30, Actual: 0.07-11.2
+11.2		468.1
442.1		Stats
09/22/07Pioneer Valley
Maine		93
108		480.0
477.7		-0.06-0.07Expected: -0.06, Actual: -0.07-0.8
+0.8		479.2
478.5		Stats
06/17/07Pioneer Valley
Hudson Valley		121
15		480.0
[unranked]		0.78Actual: 0.78 
 		480.0
379.8		Stats
04/29/07Pioneer Valley
Hellrazors		86
58		480.0
[unranked]		0.19Actual: 0.19 
 		480.0
456.0		Stats
02/23/07Pioneer Valley
Maine		54
82		[unranked]
[unranked]		-0.21Actual: -0.21 
 		480.0
500.1		Stats