CCRL 40/15
Downloads and Statistics
January 18, 2020
Testing summary:
Total: 1'114'202 games
played by 2'605 programs

White wins: 385'748 (34.6%)
Black wins: 286'303 (25.7%)
Draws: 442'151 (39.7%)
White score: 54.5%

Engine Details

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Show each game results
Amoeba 2.7 64-bit (2904+14
−14
)Quote
Author: Richard Delorme (France) Link: Homepage
This is one of the 14 Amoeba versions we tested: Compare them!
OpponentEloDiffResultsScoreLOSPerf
–   Fire 6.1 64-bit3204+12
−12
(+300)3 − 37
(+0−34=6)
7.5%
3.0 / 40
0.0%
−79
0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 = 0 = 0 0 0 0 0 0 0 = 0 0 = 0 0 0 = 0 = 0 0 0 0 0
–   Andscacs 0.921 64-bit3150+13
−14
(+246)5.5 − 34.5
(+0−29=11)
13.8%
5.5 / 40
0.0%
−22
= 0 0 0 0 = 0 = = 0 0 = = 0 0 = 0 0 0 0 0 0 0 0 = = 0 0 0 0 = = 0 0 0 0 0 0 0 0
–   Strelka 5.5 64-bit3104+6
−7
(+200)8.5 − 30.5
(+2−24=13)
21.8%
8.5 / 39
0.0%
+5
0 = 0 0 1 0 = = = = 0 0 = 0 0 = = 0 0 1 = 0 0 0 0 0 0 0 0 0 0 = = 0 0 = = 0 0
–   Fritz 16 64-bit3101+11
−11
(+197)4 − 36
(+0−32=8)
10.0%
4.0 / 40
0.0%
−132
0 0 0 0 0 0 0 0 0 0 0 0 0 = = 0 = = 0 0 = 0 0 0 0 0 0 0 0 0 = 0 0 0 = 0 0 0 = 0
–   Texel 1.07 64-bit3075+12
−11
(+171)10.5 − 29.5
(+1−20=19)
26.3%
10.5 / 40
0.0%
+24
1 = 0 0 = 0 0 0 0 = = = 0 = = 0 = 0 = = = 0 0 = = 0 = 0 = 0 = 0 0 0 0 0 = = 0 =
–   iCE 3.0 64-bit3042+12
−11
(+138)10 − 30
(+2−22=16)
25.0%
10.0 / 40
0.0%
−26
= = 0 0 = = = 0 = 0 0 0 = 1 = 0 0 0 0 1 0 0 0 0 = = = = = 0 0 0 0 0 0 0 = = = 0
–   Arasan 20.4.1 64-bit3037+17
−16
(+133)12 − 24
(+4−16=16)
33.3%
12.0 / 36
0.0%
+28
0 0 0 1 0 0 0 1 = = = = = 1 1 = 0 = = = 0 = 0 0 = = 0 = = = 0 0 0 = 0 0
–   Senpai 2.0 64-bit3036+12
−12
(+132)14 − 31
(+4−21=20)
31.1%
14.0 / 45
0.0%
+13
1 = 0 1 = = = = = 0 = 0 = 0 = = = = 0 = 0 0 0 = 0 0 0 0 0 0 0 1 0 0 = 0 = 0 0 = = = 1 0 =
–   Laser 1.4 64-bit3026+18
−18
(+122)9.5 − 30.5
(+3−24=13)
23.8%
9.5 / 40
0.0%
−57
1 = = 1 0 0 0 0 0 = 0 = = 0 0 0 0 0 0 = = 0 = 0 0 0 0 0 0 0 0 0 = 0 = = 1 = 0 =
–   SmarThink 1.98 64-bit3025+13
−13
(+121)2.5 − 1.5
(+2−1=1)
62.5%
2.5 / 4
0.0%
+213
1 = 1 0
–   Pedone 1.7 64-bit3014+17
−17
(+110)1 − 3
(+0−2=2)
25.0%
1.0 / 4
0.0%
−40
0 = = 0
–   Arasan 20.3 64-bit3009+20
−20
(+105)12 − 28
(+4−20=16)
30.0%
12.0 / 40
0.0%
−25
1 0 0 0 = 0 = 0 = 0 0 0 = 0 = = 0 = = 1 = 0 0 0 = = = 0 1 0 0 = = 0 = 0 0 0 1 =
–   Vajolet2 2.5 64-bit3002+17
−18
(+98)3 − 2
(+2−1=2)
60.0%
3.0 / 5
0.0%
+165
= 1 0 1 =
–   Defenchess 1.1f 64-bit2997+12
−12
(+93)19 − 32
(+8−21=22)
37.3%
19.0 / 51
0.0%
+13
= = 0 = 1 = = 0 0 = 0 0 1 0 0 = = 0 = = 1 = 0 = = 0 1 0 = 1 = 0 = 0 0 = 0 0 0 = = 1 0 0 1 0 = 1 0 = =
–   SmarThink 1.97 64-bit2995+15
−15
(+91)17 − 24
(+10−17=14)
41.5%
17.0 / 41
0.0%
+37
1 1 = = 0 = 0 0 1 0 = 0 = 0 = 0 0 0 0 = 1 = 1 = 0 0 1 = 0 = 0 0 0 1 0 1 = 1 1 = =
–   ChessBrainVB 3.612988+27
−27
(+84)1 − 3
(+0−2=2)
25.0%
1.0 / 4
0.0%
−66
0 0 = =
–   Xiphos 0.1 64-bit2986+20
−20
(+82)10 − 21
(+4−15=12)
32.3%
10.0 / 31
0.0%
−31
1 = 0 0 = 0 0 = = = = = = = 1 0 = 0 0 0 0 0 1 = 0 0 0 = 0 0 1
–   Rodent III 0.238 64-bit2982+14
−15
(+78)14 − 23
(+7−16=14)
37.8%
14.0 / 37
0.0%
−2
0 1 = 0 1 0 = 0 = = 1 0 = 1 = 1 = 0 = 0 = 0 = 0 0 0 1 0 0 0 1 = = = 0 0 =
–   Vajolet2 2.4 64-bit2969+21
−21
(+65)18 − 22
(+9−13=18)
45.0%
18.0 / 40
0.0%
+34
0 0 = 0 = = = = 1 0 0 0 = 0 1 0 0 = = = 1 0 1 1 1 = = 0 = = 1 = 0 = 1 1 = 0 = =
–   Ethereal 9.00 64-bit2968+18
−18
(+64)0.5 − 0.5
(+0−0=1)
50.0%
0.5 / 1
0.0%
+33
=
–   Hiarcs 142961+10
−10
(+57)1 − 1
(+0−0=2)
50.0%
1.0 / 2
0.0%
+57
= =
–   SlowChess Blitz Classic 1.5 64-bit2956+22
−22
(+52)9.5 − 10.5
(+4−5=11)
47.5%
9.5 / 20
0.0%
+38
0 = = 0 = = = = 0 1 = = = = 0 1 = 1 1 0
–   Hakkapeliitta 3.0 64-bit2954+12
−12
(+50)23.5 − 17.5
(+16−10=15)
57.3%
23.5 / 41
0.0%
+96
0 1 1 1 = 0 0 = = 1 0 1 1 1 = 1 0 0 = = 1 1 1 = 1 0 = = 0 = = = 1 = = 1 0 1 = 0 1
–   Wasp 2.6 64-bit2947+13
−13
(+43)19.5 − 25.5
(+11−17=17)
43.3%
19.5 / 45
0.0%
−1
1 0 = 0 = 1 0 = 0 1 = 1 0 = 1 = = = 0 0 1 = 1 1 0 1 0 0 = 0 1 0 = = = 0 = 0 1 0 = = 0 0 =
–   Deep Sjeng c't 20102941+10
−10
(+37)0.5 − 1.5
(+0−1=1)
25.0%
0.5 / 2
0.0%
−106
= 0
–   Rodent III 0.210 64-bit2937+19
−19
(+33)18.5 − 21.5
(+7−10=23)
46.3%
18.5 / 40
0.2%
+11
1 = = = 0 0 0 = = 0 = = 1 0 0 1 = 1 = = = 0 1 0 1 = = = = = = = = 0 1 = = = = 0
–   Igel 2.0.0 64-bit2937+26
−26
(+33)14 − 12
(+8−6=12)
53.8%
14.0 / 26
1.7%
+57
= = 0 = 1 0 = = 0 1 1 0 1 1 = = = 1 = = 0 1 = 0 = 1
–   Marvin 3.4.0 64-bit2935+20
−20
(+31)4 − 8
(+1−5=6)
33.3%
4.0 / 12
0.6%
−67
0 = = 1 0 = = = 0 0 = 0
–   chess22k 1.8 64-bit2931+21
−21
(+27)12 − 21
(+4−13=16)
36.4%
12.0 / 33
1.7%
−57
1 = = 0 0 0 1 0 = 0 = = 1 = = = = 1 0 0 0 0 = = 0 0 = 0 = = = 0 =
–   Ethereal 8.62 64-bit 4CPU2931+22
−22
(+27)7.5 − 8.5
(+2−3=11)
46.9%
7.5 / 16
2.3%
+9
= = = = 1 = = = 0 0 = = = 0 1 =
–   Crafty 25.2 64-bit2931+11
−11
(+27)2.5 − 2.5
(+0−0=5)
50.0%
2.5 / 5
0.1%
+20
= = = = =
–   Bagatur 1.9 64-bit2928+26
−26
(+24)4 − 6
(+2−4=4)
40.0%
4.0 / 10
6.3%
−42
0 = 0 = = 1 0 = 0 1
–   Amoeba 2.8 64-bit2927+13
−13
(+23)11.5 − 18.5
(+2−9=19)
38.3%
11.5 / 30
1.0%
−38
= 0 0 0 = = = = = = = = = 0 = = = = 0 0 = 1 0 = 0 0 = 1 = =
–   Bobcat 8.0 64-bit2923+13
−13
(+19)0.5 − 2.5
(+0−2=1)
16.7%
0.5 / 3
2.1%
−217
= 0 0
–   Cheng 4.39 64-bit2921+11
−11
(+17)0 − 1
(+0−1=0)
0.0%
0.0 / 1
2.7%
−INF
0
–   Dirty CUCUMBER 64-bit2918+14
−14
(+14)4.5 − 7.5
(+2−5=5)
37.5%
4.5 / 12
8.7%
−67
= = 1 0 = = 1 = 0 0 0 0
–   Deep Junior 13.3 64-bit2918+16
−16
(+14)1 − 1
(+1−1=0)
50.0%
1.0 / 2
10.4%
+14
0 1
–   Spike 1.4 Leiden2914+8
−8
(+10)23 − 21
(+16−14=14)
52.3%
23.0 / 44
10.2%
+28
1 1 1 = 0 0 0 0 1 = 1 1 1 = 0 = 1 0 1 0 = 0 1 1 1 = 1 1 0 = 0 = = 1 1 0 = = = 0 = 0 = 0
–   Amoeba 2.6 64-bit2912+20
−20
(+8)22.5 − 17.5
(+11−6=23)
56.3%
22.5 / 40
26.9%
+42
= = 1 0 = = = 1 = = 1 0 0 = = 1 = 1 1 0 1 = 1 1 = = = = = = = = 1 1 = = 0 = = 0
–   Topple 0.7.3 64-bit2911+24
−24
(+7)7 − 13
(+2−8=10)
35.0%
7.0 / 20
32.5%
−81
= = = 0 0 0 = = 0 = 0 1 = 0 0 = 0 1 = =
–   Demolito 2018-03-01 64-bit2910+17
−17
(+6)0.5 − 1.5
(+0−1=1)
25.0%
0.5 / 2
29.2%
−151
0 =
–   RubiChess 1.2.1 64-bit2908+19
−19
(+4)8.5 − 5.5
(+4−1=9)
60.7%
8.5 / 14
39.0%
+65
= = = 1 0 1 = 1 = 1 = = = =
–   Quazar 0.4 64-bit2905+10
−10
(+1)20.5 − 22.5
(+13−15=15)
47.7%
20.5 / 43
45.3%
−16
= 0 0 0 = 0 = 1 1 = = 0 1 1 = = 1 1 1 0 0 1 0 0 1 0 = 0 = = 1 0 = 1 0 = 0 = = 0 1 1 =
–   Toga II 4.0 64-bit2904+13
−13
(0)10.5 − 16.5
(+4−10=13)
38.9%
10.5 / 27
50.8%
−68
= 1 1 1 0 = 0 = 0 0 = = = 0 1 0 0 = = = 0 = 0 0 = = =
–   The Baron 3.41 64-bit 4CPU2903+20
−20
(−1)20.5 − 19.5
(+9−8=23)
51.3%
20.5 / 40
53.5%
+7
1 1 = = = = 0 1 0 0 1 0 = = = = = 0 = 1 = 1 = 0 = = 1 = = = 1 = = 1 = = 0 = = 0
–   Atlas 3.91 64-bit2902+14
−14
(−2)7.5 − 4.5
(+5−2=5)
62.5%
7.5 / 12
58.6%
+75
1 = 1 = 1 = = 0 = 1 0 1
–   chess22k 1.7 64-bit2899+22
−22
(−5)9 − 7
(+4−2=10)
56.3%
9.0 / 16
66.0%
+31
1 1 = 1 0 = = = = 1 = = = = = 0
–   Winter 0.5 64-bit2894+17
−17
(−10)6 − 8
(+4−6=4)
42.9%
6.0 / 14
83.8%
−55
0 0 0 0 1 1 0 1 = 0 = = = 1
–   EXchess 7.97b 64-bit2893+13
−13
(−11)1.5 − 0.5
(+1−0=1)
75.0%
1.5 / 2
88.1%
+132
1 =
–   Spark 1.0 64-bit2893+12
−12
(−11)0.5 − 1.5
(+0−1=1)
25.0%
0.5 / 2
89.7%
−154
= 0
–   Deuterium 14.3.34.130 64-bit2891+12
−12
(−13)1.5 − 0.5
(+1−0=1)
75.0%
1.5 / 2
92.4%
+130
1 =
–   Demolito 2017-08-26 64-bit2890+20
−20
(−14)24.5 − 17.5
(+17−10=15)
58.3%
24.5 / 42
88.3%
+41
= 1 1 = 1 1 1 = 0 1 0 = = = = 1 = = 0 = 1 1 1 0 1 0 1 0 1 0 = 0 0 1 1 0 = = 1 = 1 =
–   Tucano 8.00 64-bit2890+25
−25
(−14)7.5 − 8.5
(+3−4=9)
46.9%
7.5 / 16
84.4%
−32
= = 0 = = = = 1 0 = 0 1 = = 1 0
–   Topple 0.7.1 64-bit2889+25
−25
(−15)3.5 − 4.5
(+2−3=3)
43.8%
3.5 / 8
85.8%
−57
0 = 0 1 0 = = 1
–   Octochess r5506 64-bit 4CPU2888+21
−21
(−16)14.5 − 15.5
(+7−8=15)
48.3%
14.5 / 30
90.2%
−29
1 = 1 = 0 = = = 1 0 = 0 = = 0 1 0 = 0 = 1 = = 1 = = 1 = 0 0
–   Gogobello 2.1 64-bit2886+26
−26
(−18)4.5 − 5.5
(+1−2=7)
45.0%
4.5 / 10
89.5%
−42
= 0 = = 1 = = = = 0
–   Ethereal 8.62 64-bit2885+24
−24
(−19)5.5 − 6.5
(+2−3=7)
45.8%
5.5 / 12
92.4%
−40
= = 0 0 0 1 = 1 = = = =
–   Scorpio 2.8 64-bit2885+14
−14
(−19)8 − 6
(+6−4=4)
57.1%
8.0 / 14
97.3%
+23
0 0 = 1 1 0 0 1 = 1 = 1 = 1
–   Rybka 2.2 32-bit2883+16
−16
(−21)8 − 2
(+6−0=4)
80.0%
8.0 / 10
97.3%
+177
= = 1 1 1 = 1 1 1 =
–   Igel 1.9.0 64-bit2878+27
−28
(−26)5 − 5
(+2−2=6)
50.0%
5.0 / 10
95.4%
−26
= 1 = = 0 0 = = 1 =
–   Scorpio 2.7.9 64-bit2866+25
−25
(−38)5.5 − 4.5
(+4−3=3)
55.0%
5.5 / 10
99.5%
−6
1 1 = = 0 = 0 1 0 1
–   Thinker 5.4d Inert 64-bit2865+15
−16
(−39)1.5 − 0.5
(+1−0=1)
75.0%
1.5 / 2
100.0%
+103
1 =
–   The Baron 3.44 64-bit2864+14
−14
(−40)5.5 − 2.5
(+4−1=3)
68.8%
5.5 / 8
100.0%
+79
1 = 1 1 0 1 = =
–   Gaviota 1.0 64-bit2860+11
−11
(−44)1 − 1
(+1−1=0)
50.0%
1.0 / 2
100.0%
−44
1 0
–   Marvin 3.3.2 64-bit2857+21
−21
(−47)5.5 − 6.5
(+3−4=5)
45.8%
5.5 / 12
100.0%
−74
0 = = 0 = 1 0 = 0 = 1 1
–   Dirty 30Apr2017 64-bit2856+15
−15
(−48)2 − 0
(+2−0=0)
100.0%
2.0 / 2
100.0%
+INF
1 1
–   Zappa Mexico II 64-bit2854+10
−10
(−50)1 − 1
(+0−0=2)
50.0%
1.0 / 2
100.0%
−50
= =
–   MinkoChess 1.3 64-bit2854+14
−14
(−50)1 − 1
(+0−0=2)
50.0%
1.0 / 2
100.0%
−50
= =
–   Tucano 7.06 64-bit2852+20
−20
(−52)11 − 9
(+7−5=8)
55.0%
11.0 / 20
100.0%
−18
0 1 0 = = 1 1 1 0 = = 1 = 0 = = 0 1 = 1
–   Pirarucu 2.3.8 64-bit2851+22
−22
(−53)3.5 − 4.5
(+2−3=3)
43.8%
3.5 / 8
100.0%
−96
1 0 = = 0 = 1 0
–   Counter 3.3 64-bit2849+22
−22
(−55)8.5 − 3.5
(+7−2=3)
70.8%
8.5 / 12
100.0%
+97
0 1 1 1 0 1 = 1 = 1 = 1
–   DisasterArea 1.65 64-bit2848+13
−13
(−56)1.5 − 0.5
(+1−0=1)
75.0%
1.5 / 2
100.0%
+87
= 1
–   The Baron 3.43 64-bit2837+24
−24
(−67)5.5 − 4.5
(+2−1=7)
55.0%
5.5 / 10
100.0%
−42
= = = = 1 = 0 = = 1
–   Fruit Reloaded 3.2.1 64-bit2837+13
−13
(−67)33 − 17
(+24−8=18)
66.0%
33.0 / 50
100.0%
+38
1 0 = 1 1 1 = = 1 0 1 1 1 1 = 0 = = 1 = 1 = = 1 = = 1 0 0 0 1 = 1 1 1 0 = 1 1 = 1 1 1 = = 1 = 1 = 0
–   Marvin 3.2.0 64-bit2837+16
−16
(−67)9 − 7
(+4−2=10)
56.3%
9.0 / 16
100.0%
−30
= = = = 0 1 = 0 = = 1 1 = 1 = =
–   Counter 3.2 64-bit2834+18
−19
(−70)10 − 6
(+6−2=8)
62.5%
10.0 / 16
100.0%
+2
1 0 1 = 1 = = = = 1 = = 1 0 1 =
–   Winter 0.4a 64-bit2833+24
−24
(−71)8 − 4
(+4−0=8)
66.7%
8.0 / 12
100.0%
+18
= 1 = = 1 1 = = 1 = = =
–   Bagatur 1.8 64-bit2829+26
−26
(−75)8.5 − 5.5
(+7−4=3)
60.7%
8.5 / 14
100.0%
+3
0 1 0 1 = = 0 1 1 1 0 1 = 1
–   Igel 1.8.3 64-bit2824+28
−28
(−80)5.5 − 4.5
(+5−4=1)
55.0%
5.5 / 10
100.0%
−37
= 1 1 1 0 1 1 0 0 0
–   Tucano 7.05 64-bit2823+29
−29
(−81)8 − 2
(+7−1=2)
80.0%
8.0 / 10
100.0%
+154
1 0 = 1 1 1 1 1 = 1
–   Bagatur 1.8a 64-bit2821+28
−28
(−83)6.5 − 3.5
(+5−2=3)
65.0%
6.5 / 10
100.0%
+17
0 0 1 1 1 1 1 = = =
–   Godel 4.4.5 64-bit2814+18
−18
(−90)6.5 − 3.5
(+4−1=5)
65.0%
6.5 / 10
100.0%
−5
1 = 1 = 1 = 1 0 = =
–   Topple 0.7.0 64-bit2814+27
−27
(−90)9.5 − 2.5
(+7−0=5)
79.2%
9.5 / 12
100.0%
+96
1 1 = = 1 1 1 1 1 = = =
–   Minic 1.09 64-bit2812+27
−27
(−92)8 − 6
(+5−3=6)
57.1%
8.0 / 14
100.0%
−51
0 = = 1 0 = = 1 0 1 1 = 1 =
–   Topple 0.5.0 64-bit2805+27
−27
(−99)5.5 − 6.5
(+2−3=7)
45.8%
5.5 / 12
100.0%
−127
= = 1 = 0 = = = 0 = 1 0
–   The Baron 3.42 64-bit2797+14
−15
(−107)19 − 11
(+11−3=16)
63.3%
19.0 / 30
100.0%
−28
= = = = = 1 = = 1 1 = = 0 = = 1 1 = 0 1 = 1 1 1 1 = = 0 = 1
–   Igel 1.7.0 64-bit2796+29
−29
(−108)6.5 − 1.5
(+5−0=3)
81.3%
6.5 / 8
100.0%
+101
1 = 1 1 = 1 = 1
–   Marvin 3.1.0 64-bit2791+21
−21
(−113)8 − 4
(+5−1=6)
66.7%
8.0 / 12
100.0%
−14
1 = = 1 = 1 1 1 = = 0 =
–   Cheese 2.1 64-bit2789+22
−22
(−115)8.5 − 3.5
(+6−1=5)
70.8%
8.5 / 12
100.0%
+14
1 = = = 1 = 0 1 1 1 = 1
–   Francesca MAD 0.25 64-bit2787+24
−24
(−117)9.5 − 4.5
(+8−3=3)
67.9%
9.5 / 14
100.0%
+19
= 0 1 1 1 1 = 0 0 1 1 1 = 1
–   RuyDos 1.1.0 64-bit2786+24
−24
(−118)5.5 − 2.5
(+4−1=3)
68.8%
5.5 / 8
100.0%
+7
= 1 1 = = 1 1 0
–   Fruit 2.3.12785+14
−14
(−119)0 − 1
(+0−1=0)
0.0%
0.0 / 1
100.0%
−INF
0
–   tomitankChess 3.0 64-bit2785+16
−16
(−119)5 − 3
(+4−2=2)
62.5%
5.0 / 8
100.0%
−34
1 = 1 0 1 1 0 =
–   Counter 3.1 64-bit2784+20
−20
(−120)13.5 − 4.5
(+9−0=9)
75.0%
13.5 / 18
100.0%
+29
= = = 1 = = 1 1 1 = 1 1 1 1 = = 1 =
–   RuyDos 1.1.6 64-bit2782+17
−17
(−122)8.5 − 1.5
(+8−1=1)
85.0%
8.5 / 10
100.0%
+186
= 1 1 1 0 1 1 1 1 1
–   Winter 0.3 64-bit2764+25
−25
(−140)11 − 3
(+9−1=4)
78.6%
11.0 / 14
100.0%
+62
= 0 1 = 1 = 1 1 1 1 1 = 1 1
–   BugChess2 1.9 64-bit2760+14
−14
(−144)1 − 0
(+1−0=0)
100.0%
1.0 / 1
100.0%
+INF
1
–   Godel 4.0.7 64-bit2759+19
−19
(−145)4 − 4
(+2−2=4)
50.0%
4.0 / 8
100.0%
−139
0 0 = = = 1 = 1
–   Topple 0.4.0 64-bit2709+25
−25
(−195)5 − 1
(+4−0=2)
83.3%
5.0 / 6
100.0%
+36
1 1 = 1 1 =
–   Philou 3.7.1 64-bit2651+13
−13
(−253)1 − 0
(+1−0=0)
100.0%
1.0 / 1
100.0%
+INF
1
–   Gaia 3.5 64-bit2412+22
−22
(−492)0.5 − 0.5
(+0−0=1)
50.0%
0.5 / 1
100.0%
−461
=
–   KnightX 1.922316+19
−18
(−588)1 − 0
(+1−0=0)
100.0%
1.0 / 1
100.0%
+INF
1

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Created in 2005-2013 by CCRL team
Last games added on January 18, 2020