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 | Nanae Takahashi | Ice Ribbon | 2091 | 87 | 32-1-3 |
| 2 | Blue Nikita | German Stampede Wrestling | 2087 | 178 | 10-0 |
| 3 | Yoshiko Tamura | NEO Women's Pro Wrestling | 2049 | 83 | 32-2-4 |
| 4 | Meiko Satomura | Sendai Girls | 2049 | 144 | 8-1-2 |
| 5 | Mercedes Martinez | Freelancer (USA) | 1927 | 76 | 27-2 |
| 6 | KAORU | OZ Academy | 1919 | 92 | 13-0 |
| 7 | Kimberly | World Xtreme Wrestling | 1883 | 115 | 9-1 |
| 8 | MsChif | Freelancer (USA) | 1881 | 96 | 8-3-1 |
| 9 | Santana G | Freelancer (USA) | 1874 | 199 | 8-1-1 |
| 10 | Melina | WWE | 1867 | 64 | 14-4 |
| 11 | Kayoko Haruyama | JWP | 1863 | 101 | 9-5-1 |
| 12 | Tara | TNA | 1859 | 75 | 19-7-1 |
| 13 | Kaori Yoneyama | JWP | 1859 | 69 | 20-6-3 |
| 14 | Candice LeRae | NWA | 1855 | 128 | 7-2 |
| 15 | Madison Eagles | Pro Wrestling Australia | 1845 | 125 | 11-2-1 |
| 16 | Tsubasa Kuragaki | JWP | 1845 | 88 | 14-3-2 |
| 17 | Manami Toyota | Freelancer (Japan) | 1834 | 78 | 18-4-1 |
| 18 | Mickie James | WWE | 1823 | 62 | 17-7-1 |
| 19 | Awesome Kong | Freelancer (USA) | 1802 | 74 | 7-4-1 |
| 20 | Leon | JWP | 1800 | 72 | 15-5-5 |
| 21 | Sara Del Rey | Freelancer (USA) | 1795 | 58 | 36-9-1 |
| 22 | Kaoru Ito | Freelancer (Japan) | 1792 | 145 | 8-1-1 |
| 23 | Michelle McCool | WWE | 1791 | 69 | 18-11 |
| 24 | Aja Kong | OZ Academy | 1790 | 103 | 7-1-1 |
| 25 | ODB | TNA | 1786 | 69 | 7-10 |
| 26 | Ran YuYu | Freelancer (Japan) | 1773 | 93 | 11-5 |
| 27 | Madison Rayne | TNA | 1765 | 51 | 40-22 |
| 28 | GAMI | Wave | 1761 | 80 | 9-5-6 |
| 29 | La Bandida | Lucha Libre Femenil | 1756 | 111 | 8-2 |
| 30 | Hailey Hatred | Freelancer (Japan) | 1756 | 77 | 11-5-2 |
| 31 | Mighty Mel | Australian Wrestling Federation | 1756 | 148 | 6-4 |
| 32 | Yumiko Hotta | Freelancer (Japan) | 1754 | 112 | 7-2-1 |
| 33 | Sarita | TNA | 1743 | 76 | 11-10 |
| 34 | Natalya | WWE | 1738 | 74 | 21-7-1 |
| 35 | Veronica Fairchild | Magnificent Ladies Wrestling | 1737 | 128 | 9-4 |
| 36 | Eve Torres | WWE | 1728 | 70 | 24-13 |
| 37 | Natsuki Taiyo | Ice Ribbon | 1727 | 93 | 16-3-3 |
| 38 | Imogen Jane | All Action Wrestling | 1724 | 156 | 5-3 |
| 39 | LuFisto | Freelancer (Canada) | 1722 | 83 | 14-4 |
| 40 | Carlos Amano | OZ Academy | 1721 | 94 | 3-4-2 |
| 41 | Toshie Uematsu | Freelancer (Japan) | 1717 | 70 | 14-9-4 |
| 42 | Angel Orsini | Freelancer (USA) | 1716 | 101 | 5-2-2 |
| 43 | Angelina Love | TNA | 1713 | 57 | 25-20-1 |
| 44 | Takako Inoue | OZ Academy | 1709 | 105 | 8-3 |
| 45 | Jessicka Havok | Main Event Championship Wrestling | 1708 | 90 | 15-4-1 |
| 46 | Mayumi Ozaki | OZ Academy | 1694 | 103 | 6-5 |
| 47 | Tanny Mouse | NEO Women's Pro Wrestling | 1682 | 68 | 19-11-1 |
| 48 | Perla Negra | Lucha Libre Femenil | 1679 | 134 | 4-3-1 |
| 49 | Sweet Saraya | World Association Of Wrestling | 1676 | 103 | 10-6-1 |
| 50 | Kim Kaycee | NWA | 1667 | 120 | 11-0-1 |
| 51 | Daizee Haze | Freelancer (USA) | 1656 | 71 | 12-10-1 |
| 52 | Christina Von Eerie | Freelancer (USA) | 1655 | 102 | 7-3 |
| 53 | Cherry Bomb | Classic Championship Wrestling | 1655 | 85 | 13-6 |
| 54 | Hamada | TNA | 1650 | 85 | 8-5 |
| 55 | Serena | Florida Championship Wrestling | 1650 | 92 | 7-4 |
| 56 | Nikki Roxx | Freelancer (USA) | 1645 | 74 | 8-6 |
| 57 | Yumi Ohka | Wave | 1635 | 69 | 15-13-1 |
| 58 | Ayumi Kurihara | Freelancer (Japan) | 1634 | 62 | 22-9-2 |
| 59 | Tracy Taylor | Freelancer (USA) | 1633 | 112 | 5-3 |
| 60 | Kana | Freelancer (Japan) | 1630 | 74 | 15-5-3 |
| 61 | Alicia | National Wrestling Superstars | 1621 | 143 | 6-3 |
| 62 | Britani Knight | World Association Of Wrestling | 1620 | 98 | 11-10 |
| 63 | Melanie Cruise | POWW Entertainment | 1617 | 87 | 10-5 |
| 64 | Beth Phoenix | WWE | 1614 | 70 | 15-9 |
| 65 | Buggy | NWA | 1613 | 139 | 6-4 |
| 66 | Maryse | WWE | 1610 | 69 | 7-19 |
| 67 | Yuki Miyazaki | NEO Women's Pro Wrestling | 1610 | 75 | 12-14-1 |
| 68 | Alicia Fox | WWE | 1605 | 63 | 17-22 |
| 69 | Emi Sakura | Ice Ribbon | 1596 | 64 | 35-17-10 |
| 70 | Velvet Sky | TNA | 1596 | 70 | 7-15-1 |
| 71 | Tenille Tayla | NWA | 1594 | 79 | 11-7-1 |
| 72 | Angelica | Lucha Libre Femenil | 1592 | 103 | 3-5 |
| 73 | Kalamity | Northern Championship Wrestling | 1586 | 140 | 3-2-3 |
| 74 | Angel Dust | Freelancer (USA) | 1584 | 90 | 9-7-1 |
| 75 | Alexxis | Freelancer (USA) | 1573 | 90 | 10-8-1 |
| 76 | Command Bolshoi | JWP | 1573 | 170 | 6-3 |
| 77 | Brittany Force | Freelancer (USA) | 1570 | 81 | 13-9 |
| 78 | December | Pro Championship Wrestling | 1564 | 111 | 9-3 |
| 79 | Cheerleader Melissa | Freelancer (USA) | 1563 | 73 | 4-7-1 |
| 80 | Keito | JWP | 1559 | 91 | 3-7-1 |
| 81 | Yanbaru Kuina | Okinawa Pro Wrestling | 1558 | 82 | 6-7 |
| 82 | Bambi | 2AW | 1557 | 134 | 5-6 |
| 83 | Veronika Vice | NWA | 1545 | 104 | 2-5-1 |
| 84 | Savannah Summers | Riot City Wrestling | 1544 | 114 | 3-8 |
| 85 | Gail Kim | WWE | 1541 | 95 | 7-4 |
| 86 | Nikki Storm | Freelancer (UK) | 1536 | 85 | 15-6-1 |
| 87 | Allison Danger | SHIMMER Women Athletes | 1536 | 115 | 7-6 |
| 88 | Lisa Schianto | Union Of European Wrestling Alliances | 1534 | 100 | 6-3 |
| 89 | Carmel | Freelancer (UK) | 1534 | 142 | 5-4 |
| 90 | AJ Lee | Florida Championship Wrestling | 1529 | 79 | 15-6-1 |
| 91 | Mistress Belmont | Freelancer (USA) | 1528 | 86 | 13-13-1 |
| 92 | Sassy Stephie | Freelancer (USA) | 1526 | 72 | 13-15-1 |
| 93 | Portia Perez | Freelancer (USA) | 1526 | 63 | 14-15 |
| 94 | Cherry | Freelancer (Japan) | 1522 | 80 | 7-11-3 |
| 95 | Tomoka Nakagawa | Freelancer (Japan) | 1519 | 77 | 9-11-1 |
| 96 | Taylor Wilde | TNA | 1519 | 73 | 4-12 |
| 97 | Kellie Skater | Freelancer (Australia) | 1518 | 84 | 9-9 |
| 98 | Evilyn | Classic Championship Wrestling | 1514 | 99 | 9-9 |
| 99 | Hiroyo Matsumoto | Freelancer (Japan) | 1512 | 76 | 12-11-3 |
| 100 | Mena Libra | Collective League Of Adrenaline Strength And Honor | 1512 | 130 | 9-5 |
| 101 | Nicole Matthews | NWA | 1510 | 85 | 10-7 |
| 102 | Sachie Abe | JWP | 1507 | 83 | 10-7-1 |
| 103 | Su Yung | Magnificent Ladies Wrestling | 1507 | 113 | 4-8 |
| 104 | Jessica James | Anarchy Championship Wrestling | 1505 | 93 | 6-10 |
| 105 | Nahomi | Lucha Libre Femenil | 1505 | 163 | 5-4 |
| 106 | Naomi Night | Florida Championship Wrestling | 1502 | 93 | 15-9-1 |
| 107 | La Malcriada | Freelancer (Japan) | 1498 | 138 | 4-4 |
| 108 | Sabrina Kyle | Freelancer (Canada) | 1493 | 162 | 4-4 |
| 109 | Apple Miyuki | Freelancer (Japan) | 1488 | 97 | 4-7 |
| 110 | Xandra Bale | Freelancer (Canada) | 1482 | 160 | 5-4 |
| 111 | Traci Brooks | Freelancer (USA) | 1479 | 92 | 8-5 |
| 112 | Aiger | NEO Women's Pro Wrestling | 1471 | 116 | 4-4 |
| 113 | Jetta | Freelancer (UK) | 1470 | 100 | 5-3 |
| 114 | Queen Maya | Union Of European Wrestling Alliances | 1469 | 100 | 4-6 |
| 115 | Bullfight Sora | Wave | 1465 | 77 | 5-11 |
| 116 | Sumie Sakai | Freelancer (USA) | 1465 | 121 | 3-5 |
| 117 | KAZUKI | JWP | 1464 | 91 | 9-6 |
| 118 | Harley Wonderland | Freelancer (Australia) | 1462 | 111 | 6-4 |
| 119 | Malia Hosaka | Freelancer (USA) | 1458 | 98 | 7-4-1 |
| 120 | Ryo Mizunami | Freelancer (Japan) | 1454 | 76 | 12-7-3 |
| 121 | Aya Yuuki | NEO Women's Pro Wrestling | 1452 | 67 | 11-16-4 |
| 122 | Brittney Savage | National Wrestling Superstars | 1451 | 86 | 12-4 |
| 123 | Rachel Summerlyn | Anarchy Championship Wrestling | 1448 | 85 | 8-11 |
| 124 | Athena | Anarchy Championship Wrestling | 1448 | 91 | 8-13-1 |
| 125 | Nikki | NWA | 1447 | 150 | 4-4 |
| 126 | Heather Owens | Magnificent Ladies Wrestling | 1446 | 171 | 4-4 |
| 127 | Asami Kawasaki | Freelancer (Japan) | 1442 | 142 | 4-4 |
| 128 | Eliza Sway | Riot City Wrestling | 1439 | 143 | 3-5 |
| 129 | Mia Yim | Freelancer (USA) | 1439 | 212 | 2-8 |
| 130 | PJ Tyler | Freelancer (Canada) | 1434 | 85 | 7-8 |
| 131 | Taeler Hendrix | Freelancer (USA) | 1434 | 113 | 4-8 |
| 132 | Raven Lake | All-Star Wrestling | 1430 | 145 | 3-6-2 |
| 133 | Leva Bates | Freelancer (USA) | 1415 | 111 | 3-6 |
| 134 | Kazumi Shimouma | Ice Ribbon | 1410 | 73 | 15-8-2 |
| 135 | Daffney | TNA | 1408 | 76 | 6-18 |
| 136 | Kelly Kelly | WWE | 1404 | 62 | 17-25 |
| 137 | Jessie McKay | Pro Wrestling Australia | 1404 | 91 | 6-10 |
| 138 | Luscious Latasha | Top Rope Promotions | 1382 | 103 | 6-8 |
| 139 | Rock 'N Roll Rock-C | Magnificent Ladies Wrestling | 1379 | 166 | 3-5 |
| 140 | Lylah Lodge | Tulalip Championship Wrestling | 1378 | 143 | 5-5 |
| 141 | Dark Fantasy | Lucha Libre Femenil | 1377 | 112 | 1-9 |
| 142 | Jana | Freelancer (USA) | 1375 | 86 | 6-8 |
| 143 | Mio Shirai | Freelancer (Japan) | 1374 | 127 | 1-5-4 |
| 144 | La Chacala | Lucha Libre Unida | 1371 | 172 | 3-5 |
| 145 | Roxie Cotton | Freelancer (USA) | 1367 | 98 | 6-4 |
| 146 | Sweet Cherrie | Freelancer (Canada) | 1367 | 134 | 4-7-1 |
| 147 | Ayako Sato | Freelancer (Japan) | 1364 | 97 | 6-8-1 |
| 148 | Layla | WWE | 1363 | 54 | 31-35 |
| 149 | Io Shirai | Freelancer (Japan) | 1363 | 98 | 4-3-3 |
| 150 | Allysin Kay | Main Event Championship Wrestling | 1361 | 168 | 1-7 |
| 151 | Misaki Ohata | Freelancer (Japan) | 1359 | 69 | 9-12-3 |
| 152 | Dama de Hierro | Lucha Libre Femenil | 1359 | 162 | 3-6 |
| 153 | Amber | Freelancer (USA) | 1356 | 152 | 3-7 |
| 154 | Nevaeh | Freelancer (USA) | 1342 | 98 | 5-11 |
| 155 | Claudia del Solis | Freelancer (USA) | 1334 | 107 | 3-6 |
| 156 | Jamilia Craft | Freelancer (USA) | 1333 | 117 | 4-11 |
| 157 | Lady JoJo | OVW | 1326 | 111 | 3-5 |
| 158 | Hiren | OZ Academy | 1315 | 85 | 10-6 |
| 159 | Barbie | Freelancer (USA) | 1306 | 113 | 4-10 |
| 160 | KC Spinelli | NWA | 1303 | 122 | 4-10-1 |
| 161 | Mary Elizabeth Monroe | Magnificent Ladies Wrestling | 1303 | 164 | 2-7 |
| 162 | Cat Power | Maximum Pro Wrestling | 1296 | 84 | 6-8 |
| 163 | Shuu Shibutani | Wave | 1290 | 83 | 4-10-2 |
| 164 | Makoto | Ice Ribbon | 1290 | 52 | 20-18-8 |
| 165 | Rosa Mendes | WWE | 1286 | 93 | 2-9 |
| 166 | Nikita | Freelancer (Canada) | 1284 | 150 | 3-6 |
| 167 | Tsukasa Fujimoto | Ice Ribbon | 1279 | 60 | 18-21-5 |
| 168 | Basara | Freelancer (Japan) | 1276 | 156 | 2-6 |
| 169 | Jodi D'Milo | Freelancer (Canada) | 1272 | 155 | 3-8 |
| 170 | Riho | Ice Ribbon | 1264 | 98 | 5-5-1 |
| 171 | Mai Ichii | Ice Ribbon | 1264 | 73 | 13-14-6 |
| 172 | Kaitlyn | Florida Championship Wrestling | 1262 | 136 | 3-7 |
| 173 | Niya | Freelancer (USA) | 1254 | 134 | 3-7 |
| 174 | Moeka Haruhi | Wave | 1233 | 85 | 4-11-1 |
| 175 | Tina San Antonio | Freelancer (USA) | 1232 | 171 | 2-6 |
| 176 | Hikari Minami | Ice Ribbon | 1226 | 77 | 11-7-2 |
| 177 | Bulla Punk | NWA | 1218 | 117 | 0-11-1 |
| 178 | ThunderKitty | NWA | 1206 | 163 | 1-7-1 |
| 179 | Miyako Matsumoto | Ice Ribbon | 1186 | 72 | 19-13 |
| 180 | Liviana | Florida Championship Wrestling | 1185 | 134 | 3-8 |
| 181 | DASH Chisako | Sendai Girls | 1182 | 88 | 2-6 |
| 182 | Hanako Kobayashi | Freelancer (Japan) | 1179 | 89 | 2-13 |
| 183 | Tomoko Mori | Freelancer (Japan) | 1161 | 132 | 1-10-1 |
| 184 | Hikaru Shida | Ice Ribbon | 1160 | 66 | 14-24-3 |
| 185 | Aksana | Florida Championship Wrestling | 1157 | 123 | 4-9 |
| 186 | Sakura Hirota | Wave | 1147 | 131 | 2-19 |
| 187 | Jillian | WWE | 1142 | 140 | 0-8 |
| 188 | Brittany Love | Magnificent Ladies Wrestling | 1132 | 161 | 1-8 |
| 189 | Sawako Shimono | Freelancer (Japan) | 1121 | 92 | 6-24-1 |
| 190 | Tiffany | WWE | 1107 | 180 | 1-7 |
| 191 | Hamuko Hoshi | Ice Ribbon | 1097 | 60 | 15-27 |
| 192 | Chii Tomiya | Ice Ribbon | 1064 | 57 | 17-28-4 |
| 193 | Tsukushi | Ice Ribbon | 1029 | 99 | 5-16-4 |
| 194 | Moon Mizuki | JWP | 976 | 127 | 1-11-2 |
| 195 | Senri Kuroki | JWP | 973 | 111 | 2-18 |
| 196 | Nao Komatsu | OZ Academy | 901 | 156 | 0-12 |
| 197 | Kurumi | Ice Ribbon | 768 | 126 | 0-12-3 |
| 198 | Sayaka Obihiro | Ice Ribbon | 735 | 90 | 0-55-3 |