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Rank Player Rating

mu (µ)

Uncertainty

σ

TrueSkill Rating

γ

1 opsayo 39.02 1.80 33.62
2 n0va 36.09 1.50 31.60
3 rtcll 35.91 1.56 31.21
4 Stork 34.80 1.54 30.18
5 sleep 33.67 1.49 29.21
6 cl0wn 32.69 1.51 28.16
7 Sharp 32.11 1.50 27.62
8 brickhead 31.77 1.49 27.30
9 RaNus 31.18 1.50 26.69
10 boris 33.26 2.24 26.54
11 bizzy 29.73 1.48 25.30
12 jag420 29.21 1.52 24.66
13 LordKermit 28.38 1.45 24.03
14 iblis 27.80 1.54 23.18
15 positive squad 28.86 2.01 22.84
16 Snake 28.39 1.98 22.45
17 Milk-Man 26.88 1.48 22.45
18 lukie 26.98 1.54 22.36
19 MaLicE 27.03 1.67 22.01
20 izzasmurf 26.23 1.49 21.76
21 Lukie 25.98 1.50 21.49
22 lel 25.09 1.48 20.66
23 eligh_ 24.76 1.49 20.30
24 xeri 24.68 1.48 20.24
25 _Moose 24.30 1.55 19.67
26 King Lyon 23.79 1.50 19.30
27 silverstone 28.45 3.14 19.03
28 SilverEagle 23.48 1.49 19.03
29 NaP! 23.47 1.50 18.98
30 risk 33.52 5.01 18.50
31 superhudbot 24.73 2.22 18.08
32 Jamm 39.17 7.03 18.08
33 Shmupsii 22.19 1.45 17.85
34 Pika-boo 22.06 1.47 17.65
35 raven 21.77 1.47 17.37
36 LordKermit 22.32 1.68 17.29
37 -fr3nzy* 22.37 1.73 17.16
38 lotus 21.57 1.49 17.11
39 hyperlite 21.05 1.49 16.58
40 Eugoogoly 21.22 1.57 16.52
41 vertig0 21.08 1.53 16.50
42 Rosco 21.15 1.61 16.31
43 EvilTree{OZ} 28.54 4.26 15.77
44 237 22.05 2.23 15.38
45 crohma_kea 32.34 5.72 15.18
46 Navox 19.48 1.48 15.05
47 Kelph 19.58 1.59 14.83
48 A Blind Parakeet 18.95 1.52 14.40
49 MissBitch69 23.57 3.15 14.12
50 Yoshi 18.52 1.51 14.00
51 Noosh 24.87 3.64 13.94
52 pyr0.dx 18.36 1.48 13.93
53 -W- sKILLz 18.41 1.50 13.92
54 Anonymity 19.17 1.77 13.85
55 spork 22.48 2.99 13.52
56 psycho 21.74 2.78 13.39
57 darkforce 21.60 2.83 13.10
58 disk 17.53 1.49 13.07
59 azrael 17.51 1.50 13.03
60 T1Kevin 21.03 2.68 12.99
61 Adroit 22.43 3.23 12.74
62 Alarik 22.98 3.51 12.44
63 eggplant-destroyer 16.94 1.53 12.36
64 Texas 16.14 1.48 11.71
65 blue 16.10 1.48 11.67
66 carn0va 30.94 6.47 11.54
67 Krayvok® 16.02 1.50 11.53
68 TaTeR 15.82 1.46 11.45
69 hellraisr 16.68 1.83 11.20
70 TylerMarket 16.14 1.90 10.43
71 Rocky/Drool King 27.70 5.82 10.25
72 leade 22.32 4.03 10.23
73 hraerherhe 19.71 3.23 10.01
74 darkforce 28.70 6.24 9.97
75 Thorin 32.22 7.47 9.82
76 [PEN]Terminator 18.29 2.89 9.61
77 Swordyfishy 15.85 2.11 9.53
78 TechnoDonut 16.50 2.51 8.97
79 Fixious 20.41 3.85 8.85
80 emo kid 26.84 6.04 8.74
81 elixir 27.22 6.18 8.68
82 lVlector07 29.34 7.11 8.01
83 Stimula 14.20 2.30 7.31
84 ryez0r 21.30 4.87 6.69
85 jjwtay 18.39 3.90 6.68
86 Lost 24.91 6.11 6.59
87 Rudy 17.55 3.67 6.53
88 illman 13.52 2.45 6.19
89 Sin 15.64 3.20 6.04
90 joey 17.55 3.85 6.01
91 WaterBoy 24.44 6.20 5.84
92 FSB-HMR 21.18 5.12 5.81
93 Yami 14.90 3.13 5.52
94 Optical 13.16 2.57 5.45
95 a blind parakeet 22.80 5.99 4.84
96 237onthephone 16.04 3.74 4.82
97 stumps 27.80 7.69 4.74
98 Style 23.28 6.41 4.04
99 fyr 27.17 7.80 3.78
100 rhuwan 23.87 6.76 3.59
101 DL 14.60 3.68 3.56
102 Exodus 24.74 7.08 3.51
103 26.74 7.82 3.28
104 L0c0m0tive 21.25 6.00 3.25
105 Sorry I Don't PU 25.18 7.36 3.10
106 FishStix 23.29 6.73 3.09
107 v0id 20.77 6.06 2.59
108 discord 24.80 7.43 2.51
109 kust0m 20.04 5.86 2.44
110 MountainTopAl 26.69 8.11 2.37
111 Fray 12.60 3.46 2.22
112 The Red Hood 24.15 7.45 1.81
113 Lord Hawke 22.16 6.82 1.71
114 23788 19.29 5.90 1.58
115 reallyslick 23.06 7.35 1.01
116 NoobedRolo 12.97 4.13 0.59
117 Liteflower 18.62 6.12 0.26
118 agroforest economy 16.15 5.30 0.25
119 p1p3r 24.24 8.07 0.02
120 triggerpointless 19.13 6.39 -0.04
121 murphy 20.65 6.97 -0.25
122 DaRk 17.91 6.06 -0.26
123 Aldinach 23.54 8.02 -0.52
124 s0ap 22.67 7.75 -0.59
125 The_Stuff 10.71 3.79 -0.66
126 R$E 22.80 7.84 -0.71
127 Implosions 18.77 6.50 -0.73
128 spanks 18.98 6.61 -0.84
129 Ringo 19.35 6.81 -1.08
130 Scaps 12.10 4.53 -1.48
131 Smurf01 22.70 8.08 -1.55
132 JellySause 20.14 7.23 -1.56
133 [xKx]mrpop 21.07 7.56 -1.60
134 Avi8 14.16 5.26 -1.62
135 false.jesii 20.97 7.57 -1.73
136 dare in redux 20.65 7.52 -1.92
137 teribadactyl 16.46 6.13 -1.94
138 Quames 20.95 7.67 -2.07
139 Fear[LSS] 15.14 5.78 -2.19
140 random 20.29 7.57 -2.44
141 minidisc 16.88 6.52 -2.69
142 eXTCy 19.23 7.44 -3.09
143 diskmagnet 17.81 7.12 -3.55
144 cd-rom 19.79 7.84 -3.71
145 |interface| 18.60 7.45 -3.76
146 sig 8.18 4.16 -4.29
147 XTasy ???? 14.81 6.49 -4.65
148 >S<-c0d3 14.68 6.57 -5.04
149 Nuke 14.71 6.68 -5.33
150 SegaRob 16.05 7.15 -5.40
151 S_hift 11.44 5.64 -5.48
152 R$E 13.13 6.24 -5.58
153 glitch 15.99 7.36 -6.08
154 ghjk 11.01 5.74 -6.21
155 damo 15.60 7.34 -6.43
156 Gotchyacoffee 12.00 6.38 -7.13
157 BBQuake 14.69 7.33 -7.30
158 XU2 8.57 5.34 -7.43
159 discs 7.28 5.73 -9.91

The players TrueSkill ratings has been calculated from a total of 3421 games. These rated games are a result of games that have resulted in a Win/Loss and was not a Tied match.

So, what is so special about the TrueSkill ranking system? TrueSkill ranking system skill is characterized by two numbers.

mu (µ)

The average skill of the gamer.

σ

The degree of uncertainty in the gamer’s skill.

As games occur the players mu will change (up or down) and their uncertainty will lower in value giving a stronger consistency for said player.



On the right hand side, a belief curve of the TrueSkill ranking system is drawn. For example, the green area is the belief of the TrueSkill ranking system that the gamer has a skill between level 10 and 20.

Maintaining an uncertainty allows the system to make big changes to the skill estimates early on but small changes after a series of consistent games has been played. As a result, the TrueSkill ranking system can identify the skills of individual gamers from a very small number of games. The following table gives an idea of the average number of games per gamer that the system ideally needs to identify the skill level:

The ranking system maintains a belief in every gamer’s skill using these two numbers. If the uncertainty is still high, the ranking system does not yet know exactly the skill of the gamer. In contrast, if the uncertainty is small, the ranking system has a strong belief that the skill of the gamer is close to the average skill.

This was calculated using Moserware's TrueSkill PHP Implementation.

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