This ranking is produced using the Glicko2 rating system, which evaluates wrestlers based on their match outcomes and the ratings of their opponents. It uses only one-on-one matches from CageMatch, and doesn't take into account any multi-person matches (tag teams, battle royales, triple-threats, etc).
The rating is "seeded" using data from the previous year to provide a starting point for the Glicko2 calculations, so rather than being a single-year snapshot, it's more of a rolling two-year ranking with emphasis on the more recent year.
The "RD" column indicates the rating deviation, which reflects the uncertainty in a wrestler's rating. A lower RD means more confidence in the accuracy of the rating. Wrestlers with fewer matches will typically have a higher RD.
Data is sourced from Cagematch. Only wrestlers with 8 or more singles matches during the rating year are included in the output.
| Rank | Name | Promotion | Rating | RD | Record |
|---|---|---|---|---|---|
| 1 | Taylor Wilde | TNA | 2101 | 103 | 17-5 |
| 2 | Stacey O'Brien | National Wrestling Alliance World League Wrestling | 1992 | 173 | 10-3 |
| 3 | Awesome Kong | TNA | 1938 | 54 | 61-20 |
| 4 | Yoshiko Tamura | NEO Women's Pro Wrestling | 1914 | 85 | 31-3-4 |
| 5 | Kyoko Inoue | NEO Women's Pro Wrestling | 1913 | 149 | 11-1 |
| 6 | Beth Phoenix | WWE | 1902 | 50 | 51-24 |
| 7 | Nanae Takahashi | NEO Women's Pro Wrestling | 1894 | 104 | 9-0-2 |
| 8 | Mariko Yoshida | Freelancer (Japan) | 1880 | 115 | 9-0 |
| 9 | Kayoko Haruyama | JWP | 1868 | 83 | 17-2 |
| 10 | Erica D'Erico | Impact Zone Wrestling | 1868 | 106 | 5-4 |
| 11 | Carlos Amano | OZ Academy | 1852 | 93 | 8-0 |
| 12 | Mickie James | WWE | 1851 | 53 | 34-29 |
| 13 | Vanessa Kraven | Freelancer (Japan) | 1789 | 164 | 6-1-1 |
| 14 | Aja Kong | OZ Academy | 1782 | 90 | 13-4-1 |
| 15 | Manami Toyota | OZ Academy | 1777 | 90 | 13-3-1 |
| 16 | Sara Del Rey | Freelancer (USA) | 1765 | 61 | 19-8-2 |
| 17 | MsChif | Freelancer (USA) | 1764 | 85 | 11-4 |
| 18 | AKINO | Freelancer (Japan) | 1758 | 85 | 12-2-3 |
| 19 | Misae Genki | NEO Women's Pro Wrestling | 1755 | 65 | 25-8-6 |
| 20 | Gail Kim | TNA | 1743 | 83 | 9-8 |
| 21 | Mickie Knuckles | IWA Mid-South | 1742 | 93 | 6-7-1 |
| 22 | Sara Jay | Freelancer (Australia) | 1733 | 163 | 6-3 |
| 23 | Mercedes Martinez | Freelancer (USA) | 1732 | 87 | 19-4-1 |
| 24 | Yumiko Hotta | Freelancer (Japan) | 1728 | 79 | 11-3-5 |
| 25 | Amazona | International Wrestling Association Puerto Rico | 1722 | 92 | 7-3-3 |
| 26 | Mayumi Ozaki | OZ Academy | 1715 | 93 | 9-3-1 |
| 27 | Takako Inoue | Freelancer (Japan) | 1714 | 105 | 10-4-1 |
| 28 | Hailey Hatred | Freelancer (USA) | 1713 | 90 | 13-6-2 |
| 29 | Angel Orsini | National Wrestling Superstars | 1712 | 87 | 14-5-1 |
| 30 | Lisa Fury | All Star Wrestling | 1710 | 78 | 14-6 |
| 31 | Yuki Miyazaki | NEO Women's Pro Wrestling | 1707 | 79 | 14-8-1 |
| 32 | Wesna | Freelancer (Germany) | 1707 | 70 | 14-10-1 |
| 33 | Emi Sakura | Ice Ribbon | 1703 | 80 | 18-6-2 |
| 34 | Melina | WWE | 1702 | 70 | 6-7-1 |
| 35 | Jaime D | Freelancer (Canada) | 1702 | 103 | 7-2 |
| 36 | KAORU | OZ Academy | 1697 | 104 | 9-4-3 |
| 37 | Haruka Matsuo | NEO Women's Pro Wrestling | 1696 | 76 | 11-7-4 |
| 38 | KAZUKI | JWP | 1696 | 88 | 13-6 |
| 39 | Command Bolshoi | JWP | 1694 | 86 | 11-3-1 |
| 40 | Dama de Hierro | Lucha Libre Femenil | 1687 | 155 | 8-3 |
| 41 | Devil Masami | OZ Academy | 1685 | 108 | 10-5-1 |
| 42 | Ran YuYu | Freelancer (Japan) | 1685 | 73 | 18-7-2 |
| 43 | Vixsin | Freelancer (Australia) | 1681 | 148 | 5-3 |
| 44 | Bulla Punk | International Catch Wrestling Alliance | 1676 | 106 | 10-1 |
| 45 | Ashley Lane | Freelancer (USA) | 1675 | 100 | 9-2 |
| 46 | Aiger | LLPW-X | 1674 | 114 | 4-3-2 |
| 47 | Michelle McCool | WWE | 1672 | 65 | 36-7 |
| 48 | Daizee Haze | Freelancer (USA) | 1670 | 67 | 10-8 |
| 49 | Blue Nikita | Freelancer (Germany) | 1669 | 74 | 8-9-1 |
| 50 | Cheerleader Melissa | TNA | 1665 | 75 | 9-8 |
| 51 | Tsubasa Kuragaki | JWP | 1658 | 89 | 9-5 |
| 52 | Kaori Yoneyama | JWP | 1651 | 83 | 9-6-1 |
| 53 | Sarah Jones | New Wrestling Evolution | 1650 | 112 | 9-3-1 |
| 54 | Cherry | WWE | 1650 | 139 | 7-4 |
| 55 | Danyah | 1647 | 85 | 9-6 | |
| 56 | Etsuko Mita | NEO Women's Pro Wrestling | 1646 | 80 | 16-8 |
| 57 | Tojyuki Leon | JWP | 1644 | 74 | 13-6 |
| 58 | Angelina Love | TNA | 1634 | 90 | 6-10 |
| 59 | Candice Michelle | WWE | 1633 | 78 | 1-12 |
| 60 | Savannah Summers | Riot City Wrestling | 1629 | 106 | 7-5-1 |
| 61 | The Alpha Female | American Wrestling Rampage | 1628 | 84 | 12-11 |
| 62 | Kelly Kelly | WWE | 1626 | 113 | 12-5 |
| 63 | ODB | TNA | 1623 | 76 | 9-16 |
| 64 | Genesis | International Wrestling Association Puerto Rico | 1620 | 98 | 7-3 |
| 65 | Jennifer Blake | Freelancer (Canada) | 1620 | 79 | 10-6-3 |
| 66 | Miss Natural | National Wrestling Alliance World League Wrestling | 1616 | 156 | 6-3 |
| 67 | Traci Brooks | TNA | 1609 | 96 | 5-4 |
| 68 | Penni Lane | Pro Wrestling Australia | 1606 | 119 | 7-3-2 |
| 69 | GAMI | Wave | 1604 | 89 | 11-2-3 |
| 70 | Rachel Summerlyn | Anarchy Championship Wrestling | 1599 | 123 | 9-7 |
| 71 | Taeler | Top Rope Promotions | 1599 | 141 | 4-3-1 |
| 72 | Amy Victory | Pro Wrestling Xtreme | 1594 | 139 | 4-3-1 |
| 73 | Sonoko Kato | OZ Academy | 1592 | 88 | 9-7 |
| 74 | Britani Knight | World Association Of Wrestling | 1591 | 77 | 13-12-4 |
| 75 | Kyoko Kimura | NEO Women's Pro Wrestling | 1591 | 66 | 18-7-5 |
| 76 | Chikayo Nagashima | OZ Academy | 1591 | 97 | 7-4-1 |
| 77 | Kellie Skater | Freelancer (Australia) | 1590 | 126 | 9-5 |
| 78 | Cindy Rogers | Women's Superstars United | 1585 | 80 | 2-6 |
| 79 | Amy Hennig | National Wrestling Alliance World League Wrestling | 1583 | 211 | 1-7 |
| 80 | Killer Kat | World Wrestling Council | 1582 | 121 | 7-1-1 |
| 81 | Pippa L'Vinn | Orig Williams Promotions | 1580 | 141 | 4-5 |
| 82 | Toshie Uematsu | Freelancer (Japan) | 1578 | 63 | 23-12-2 |
| 83 | Alexa Thatcher | Freelancer (USA) | 1574 | 90 | 7-1-1 |
| 84 | LuFisto | Freelancer (Canada) | 1566 | 118 | 7-10-3 |
| 85 | Roxxi | TNA | 1564 | 56 | 18-21 |
| 86 | Velvet Sky | TNA | 1563 | 86 | 4-8 |
| 87 | Ariel | New England Championship Wrestling | 1563 | 65 | 12-10-1 |
| 88 | Tanny Mouse | NEO Women's Pro Wrestling | 1563 | 68 | 15-14-3 |
| 89 | Erin Angel | All Star Wrestling | 1560 | 101 | 9-6 |
| 90 | Yuu Yamagata | 2AW | 1558 | 150 | 7-3 |
| 91 | Nicole Matthews | NWA | 1555 | 94 | 10-2-1 |
| 92 | Black Rose | International Wrestling Association Puerto Rico | 1554 | 103 | 2-5-2 |
| 93 | Lisa Schianto | Italian Championship Wrestling | 1542 | 118 | 6-3 |
| 94 | Megumi Yabushita | JWP | 1541 | 149 | 5-3 |
| 95 | Jetta | Freelancer (UK) | 1538 | 67 | 12-11 |
| 96 | Lexxus | New England Championship Wrestling | 1535 | 71 | 10-10 |
| 97 | Hikaru | Pro Wrestling ZERO1 | 1530 | 59 | 26-15-1 |
| 98 | Portia Perez | Freelancer (Canada) | 1526 | 70 | 6-15-2 |
| 99 | PJ Tyler | Freelancer (Canada) | 1520 | 125 | 4-5 |
| 100 | Nevaeh | Freelancer (USA) | 1512 | 107 | 7-8-1 |
| 101 | Seina | Ice Ribbon | 1508 | 67 | 16-13-1 |
| 102 | Natalya | WWE | 1500 | 91 | 7-11 |
| 103 | Riho | Ice Ribbon | 1493 | 73 | 7-8-1 |
| 104 | Cherry Bomb | Freelancer (Canada) | 1489 | 114 | 3-5 |
| 105 | Keito | JWP | 1489 | 84 | 7-11 |
| 106 | Serena | OVW | 1488 | 76 | 9-10 |
| 107 | Katie Lea | WWE | 1484 | 88 | 4-11 |
| 108 | Misty Haven | Association de Lutte Feminine | 1483 | 145 | 4-4 |
| 109 | Jessie McKay | Pro Wrestling Australia | 1482 | 113 | 6-10 |
| 110 | La Malcriada | Freelancer (Japan) | 1481 | 96 | 4-4 |
| 111 | Hiroyo Muto | Freelancer (Japan) | 1476 | 90 | 1-6-1 |
| 112 | Kimberly Kash | Freelancer (USA) | 1474 | 130 | 6-7 |
| 113 | Cherry | Freelancer (Japan) | 1466 | 74 | 13-8-1 |
| 114 | Cat Power | Freelancer (Canada) | 1465 | 74 | 8-15-1 |
| 115 | Hiroyo Matsumoto | Freelancer (Japan) | 1463 | 59 | 30-14-3 |
| 116 | Maria | WWE | 1458 | 105 | 6-10-1 |
| 117 | Natsuki Taiyo | NEO Women's Pro Wrestling | 1456 | 98 | 4-3-1 |
| 118 | Saki Maemura | Pro Wrestling ZERO1 | 1456 | 58 | 15-24-1 |
| 119 | Josie | OVW | 1453 | 80 | 18-13 |
| 120 | Amber | Freelancer (USA) | 1453 | 104 | 3-3-2 |
| 121 | Lea Morrison | Top Rope Promotions | 1451 | 136 | 6-4 |
| 122 | Roucka | Florida Championship Wrestling | 1438 | 111 | 3-5 |
| 123 | Sweet Saraya | Freelancer (UK) | 1436 | 75 | 10-16-2 |
| 124 | Jana | Independent Wrestling Federation | 1433 | 82 | 7-7-2 |
| 125 | Annie Social | Freelancer (USA) | 1421 | 84 | 3-7-2 |
| 126 | Roxi | Freelancer (UK) | 1420 | 102 | 3-10 |
| 127 | Ayako Sato | Freelancer (Japan) | 1417 | 95 | 7-9-3 |
| 128 | Sassy Stephie | Freelancer (USA) | 1417 | 104 | 5-9 |
| 129 | Tyrannosaurus Okuda | Sendai Girls | 1415 | 96 | 5-6 |
| 130 | Daffney | Freelancer (USA) | 1411 | 88 | 10-10 |
| 131 | Alektra Blue | Anarchy Championship Wrestling | 1406 | 157 | 4-4 |
| 132 | Angel Dust | Freelancer (USA) | 1404 | 133 | 6-5-1 |
| 133 | Ryo Mizunami | Sendai Girls | 1401 | 101 | 9-11 |
| 134 | Bubbles | Real Deal Wrestling | 1400 | 128 | 3-5-1 |
| 135 | La Bandida | Lucha Libre Femenil | 1400 | 184 | 4-4 |
| 136 | Ray | Freelancer (Japan) | 1397 | 114 | 3-5 |
| 137 | Candice LeRae | National Wrestling Alliance Pro Wrestling | 1396 | 132 | 5-7 |
| 138 | Atsuko Emoto | NEO Women's Pro Wrestling | 1382 | 64 | 10-20-1 |
| 139 | Discord | American Championship Pro Wrestling | 1376 | 143 | 4-4 |
| 140 | Angelica | Lucha Libre Femenil | 1375 | 166 | 3-5 |
| 141 | Yumi Ohka | Wave | 1374 | 85 | 11-12-2 |
| 142 | Veronika Vice | NWA | 1373 | 98 | 2-7 |
| 143 | Maryse | WWE | 1369 | 106 | 4-21 |
| 144 | Hellena Heavenly | Freelancer (USA) | 1340 | 163 | 2-5-1 |
| 145 | Shuu Shibutani | Freelancer (Japan) | 1333 | 73 | 9-14-3 |
| 146 | Queen Maya | Italian Championship Wrestling | 1331 | 98 | 4-9 |
| 147 | Lexie Fyfe | Freelancer (USA) | 1330 | 98 | 4-5 |
| 148 | Kana | Freelancer (Japan) | 1322 | 84 | 11-18-3 |
| 149 | Rain | Freelancer (USA) | 1317 | 106 | 2-10 |
| 150 | XTC | Freelancer (USA) | 1311 | 139 | 3-7 |
| 151 | Sendai Sachiko | Sendai Girls | 1294 | 100 | 4-10 |
| 152 | Arisa Nakajima | JWP | 1273 | 70 | 9-16-1 |
| 153 | Tomoka Nakagawa | Freelancer (Japan) | 1266 | 80 | 6-18-2 |
| 154 | Apple Miyuki | 2AW | 1264 | 165 | 2-4-2 |
| 155 | Victoria | WWE | 1262 | 79 | 5-21 |
| 156 | Roxie Cotton | Freelancer (USA) | 1259 | 87 | 5-13-4 |
| 157 | Sway | Chaos Championship Wrestling | 1256 | 143 | 2-7 |
| 158 | Amber O'Neal | Freelancer (USA) | 1253 | 120 | 5-7 |
| 159 | Io Shirai | Freelancer (Japan) | 1208 | 152 | 1-7-1 |
| 160 | Aya Yuuki | NEO Women's Pro Wrestling | 1192 | 64 | 7-30 |
| 161 | Mika Mizunuma | Freelancer (Japan) | 1188 | 148 | 2-8 |
| 162 | Reggie | OVW | 1180 | 125 | 4-12 |
| 163 | Daisy | Florida Championship Wrestling | 1176 | 180 | 1-7 |
| 164 | Miki Ishii | Ice Ribbon | 1160 | 148 | 3-7 |
| 165 | Luscious Latasha | Top Rope Promotions | 1159 | 133 | 2-8 |
| 166 | Aurora | Freelancer (Australia) | 1149 | 186 | 1-7 |
| 167 | Kazumi Shimouma | Ice Ribbon | 1148 | 91 | 8-15-1 |
| 168 | Makoto | Ice Ribbon | 1134 | 81 | 13-22-3 |
| 169 | Minori Makiba | Ice Ribbon | 1133 | 92 | 4-10 |
| 170 | Obacchi Iizuka | LLPW-X | 1119 | 146 | 3-9 |
| 171 | DASH Chisako | Sendai Girls | 1112 | 120 | 0-11 |
| 172 | Hanako Kobayashi | Freelancer (Japan) | 1110 | 89 | 4-12 |
| 173 | Tomoko Mori | Freelancer (Japan) | 1099 | 109 | 5-13 |
| 174 | Misaki Ohata | Freelancer (Japan) | 1099 | 79 | 6-21-3 |
| 175 | Hiren | Sendai Girls | 1088 | 98 | 4-19 |
| 176 | Chihiro Oikawa | Fighting Investigation Team Battlarts | 1059 | 116 | 0-18-1 |
| 177 | Mio Shirai | Freelancer (Japan) | 1049 | 137 | 1-9-1 |
| 178 | Pinky Mayuka | JWP | 941 | 84 | 4-36 |
| 179 | Hamuko Hoshi | Ice Ribbon | 929 | 112 | 6-20-5 |
| 180 | Haruna Akagi | Ice Ribbon | 901 | 128 | 3-12-5 |
| 181 | Moeka Haruhi | Wave | 868 | 119 | 0-19 |
| 182 | Chii Tomiya | Ice Ribbon | 826 | 140 | 0-12 |
| 183 | Hikaru Shida | Ice Ribbon | 705 | 189 | 1-9 |