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 | Miss Tessmacher | TNA | 2091 | 66 | 37-7 |
| 2 | Mima Shimoda | Diana | 2071 | 160 | 11-0 |
| 3 | Aja Kong | OZ Academy | 1992 | 105 | 8-1 |
| 4 | Nanae Takahashi | Stardom | 1981 | 90 | 17-1-3 |
| 5 | Kalamity | Freelancer (Canada) | 1961 | 108 | 15-2 |
| 6 | Manami Toyota | Freelancer (Japan) | 1954 | 105 | 11-3-2 |
| 7 | Hailey Hatred | Ice Ribbon | 1950 | 99 | 17-2-1 |
| 8 | Raquel Diaz | Florida Championship Wrestling | 1936 | 159 | 9-1 |
| 9 | Layla | WWE | 1917 | 56 | 68-12 |
| 10 | Princesa Blanca | CMLL | 1910 | 168 | 7-1 |
| 11 | Eve Torres | WWE | 1899 | 61 | 33-18 |
| 12 | Yuzuki Aikawa | Stardom | 1894 | 103 | 11-2-1 |
| 13 | Tara | TNA | 1871 | 72 | 22-16 |
| 14 | Kayoko Haruyama | JWP | 1867 | 136 | 12-1 |
| 15 | Gail Kim | TNA | 1866 | 61 | 38-25 |
| 16 | Mickie James | TNA | 1847 | 57 | 9-16-1 |
| 17 | Ayako Hamada | Wave | 1844 | 84 | 16-3-1 |
| 18 | Aiger | Sendai Girls | 1837 | 184 | 10-1 |
| 19 | Natsuki Taiyo | Stardom | 1822 | 103 | 11-1-2 |
| 20 | Hiroyo Matsumoto | Freelancer (Japan) | 1812 | 70 | 32-7-3 |
| 21 | LuFisto | Freelancer (Canada) | 1810 | 101 | 7-4-2 |
| 22 | Mayumi Ozaki | OZ Academy | 1804 | 106 | 8-4-1 |
| 23 | Tsubasa Kuragaki | JWP | 1793 | 87 | 10-3-2 |
| 24 | Dump Matsumoto | Freelancer (Japan) | 1780 | 174 | 7-1 |
| 25 | Evie | Impact Pro Wrestling | 1780 | 147 | 7-1-2 |
| 26 | Keiko Aono | Diana | 1777 | 102 | 8-4 |
| 27 | Kana | Freelancer (Japan) | 1768 | 64 | 23-8-3 |
| 28 | Beth Phoenix | WWE | 1760 | 55 | 33-27 |
| 29 | Jazz | Freelancer (USA) | 1759 | 132 | 7-4-1 |
| 30 | Arisa Nakajima | JWP | 1758 | 129 | 9-1-2 |
| 31 | Aki Kambayashi | REINA | 1757 | 99 | 12-1 |
| 32 | Emi Sakura | Gatoh Move | 1753 | 70 | 16-5-4 |
| 33 | Marcela | CMLL | 1752 | 121 | 11-2 |
| 34 | Pandora | Freelancer (USA) | 1751 | 153 | 8-4 |
| 35 | Mercedes Martinez | Freelancer (USA) | 1751 | 75 | 10-7-3 |
| 36 | Ayumi Kurihara | Wave | 1747 | 78 | 14-5-1 |
| 37 | Syuri | Wrestling New Classic | 1744 | 89 | 11-3-2 |
| 38 | Sara Del Rey | CHIKARA | 1741 | 78 | 12-6-1 |
| 39 | The Alpha Female | Freelancer (UK) | 1739 | 131 | 6-2-2 |
| 40 | Alison Evans | Xplosion Lucha Libre | 1739 | 166 | 6-2-2 |
| 41 | Yumiko Hotta | Diana | 1735 | 169 | 6-1-1 |
| 42 | Command Bolshoi | JWP | 1729 | 102 | 6-1-1 |
| 43 | Ran YuYu | Freelancer (Japan) | 1726 | 85 | 16-8-6 |
| 44 | Brittney Savage | Freelancer (USA) | 1720 | 115 | 8-3 |
| 45 | Savannah Summers | Riot City Wrestling | 1718 | 138 | 6-3 |
| 46 | Crazy Mary Dobson | Freelancer (USA) | 1717 | 117 | 9-5 |
| 47 | Kyra Maya | Impact Zone Wrestling | 1713 | 129 | 7-2-3 |
| 48 | Reby Sky | Freelancer (USA) | 1710 | 111 | 10-7 |
| 49 | Destiny | World Association Of Wrestling | 1709 | 133 | 6-2-1 |
| 50 | Cheerleader Melissa | Freelancer (USA) | 1705 | 89 | 7-7-1 |
| 51 | Davina Rose | SHIMMER Women Athletes | 1697 | 93 | 8-4 |
| 52 | Harley Wonderland | Newcastle Pro Wrestling | 1696 | 125 | 7-5 |
| 53 | Tomoka Nakagawa | Wave | 1690 | 71 | 11-10-2 |
| 54 | Jessicka Havok | Freelancer (USA) | 1687 | 73 | 16-6-1 |
| 55 | La Rosa Negra | NWA | 1685 | 138 | 6-3 |
| 56 | Yoshiko | Stardom | 1684 | 102 | 8-2-2 |
| 57 | Kelly Kelly | WWE | 1684 | 68 | 9-21 |
| 58 | Jessie McKay | Pro Wrestling Australia | 1684 | 100 | 8-4-1 |
| 59 | Velvet Sky | TNA | 1678 | 68 | 13-23 |
| 60 | Nikki Storm | Freelancer (UK) | 1677 | 72 | 20-8-1 |
| 61 | Leon | JWP | 1674 | 71 | 14-8-2 |
| 62 | Cherry | Freelancer (Japan) | 1673 | 82 | 13-7 |
| 63 | KC Cassidy | Melbourne City Wrestling | 1673 | 103 | 8-4 |
| 64 | Athena | Anarchy Championship Wrestling | 1672 | 74 | 13-10 |
| 65 | Taeler Hendrix | OVW | 1671 | 67 | 16-9-2 |
| 66 | Winter | TNA | 1667 | 76 | 4-11 |
| 67 | Misty James | NWA | 1666 | 174 | 6-2 |
| 68 | Cherry Bomb | Freelancer (USA) | 1662 | 80 | 11-7 |
| 69 | Eliza Sway | Riot City Wrestling | 1661 | 99 | 5-6-1 |
| 70 | Rachel Summerlyn | Anarchy Championship Wrestling | 1660 | 84 | 13-7 |
| 71 | KAZUKI | JWP | 1658 | 108 | 11-2 |
| 72 | Shazza McKenzie | Freelancer (Australia) | 1654 | 81 | 11-7-1 |
| 73 | Mercedes Justine | Florida Underground Wrestling | 1654 | 109 | 6-7 |
| 74 | Kaori Yoneyama | Freelancer (Japan) | 1653 | 67 | 11-9-3 |
| 75 | Yanbaru Kuina | Okinawa Pro Wrestling | 1651 | 72 | 17-12-4 |
| 76 | KC Spinelli | Freelancer (Canada) | 1648 | 78 | 14-9-3 |
| 77 | Miss Natural | Freelancer (USA) | 1647 | 100 | 11-5 |
| 78 | Carlos Amano | OZ Academy | 1645 | 128 | 4-5-2 |
| 79 | Sweet Saraya | Freelancer (UK) | 1644 | 77 | 16-6 |
| 80 | Toshie Uematsu | Wave | 1641 | 85 | 7-8-3 |
| 81 | Angel Blue | Anarchy Championship Wrestling | 1638 | 94 | 10-3-1 |
| 82 | Tsukasa Fujimoto | Ice Ribbon | 1632 | 61 | 34-13-2 |
| 83 | ODB | TNA | 1632 | 104 | 7-8 |
| 84 | Angelus Layne | Freelancer (USA) | 1629 | 120 | 7-6 |
| 85 | Yumi Ohka | Wave | 1627 | 68 | 14-8-3 |
| 86 | Jessie Belle | Freelancer (USA) | 1621 | 66 | 18-18-3 |
| 87 | Nicole Matthews | Elite Canadian Championship Wrestling | 1620 | 85 | 3-6-1 |
| 88 | Kandi Luv | Insane Championship Wrestling | 1619 | 143 | 6-3-1 |
| 89 | Santana Garrett | Freelancer (USA) | 1617 | 71 | 24-12 |
| 90 | Daisy Chayne | Pro Wrestling South Australia | 1610 | 149 | 5-2-2 |
| 91 | Io Shirai | Stardom | 1609 | 128 | 5-5-1 |
| 92 | Megumi Yabushita | Diana | 1606 | 141 | 6-3 |
| 93 | Yuu Yamagata | Wave | 1604 | 128 | 5-3-1 |
| 94 | Erica | Impact Zone Wrestling | 1602 | 124 | 5-3-5 |
| 95 | Paige | Florida Championship Wrestling | 1601 | 83 | 8-8-1 |
| 96 | Barbi Hayden | NWA | 1600 | 87 | 11-7-2 |
| 97 | Heather Owens | Freelancer (USA) | 1595 | 134 | 5-5 |
| 98 | Mio Shirai | Freelancer (Japan) | 1592 | 66 | 17-15-4 |
| 99 | Nikki Addams | New York Wrestling Connection | 1591 | 118 | 6-4-1 |
| 100 | Audrey Marie | Florida Championship Wrestling | 1588 | 104 | 6-6-1 |
| 101 | Hikari Minami | Ice Ribbon | 1587 | 94 | 7-4-1 |
| 102 | April Davids | Freelancer (UK) | 1584 | 99 | 6-4 |
| 103 | Lady Jaguar | Lucha Libre Femenil | 1578 | 171 | 4-3-2 |
| 104 | Rain | SHINE Wrestling | 1577 | 134 | 4-4 |
| 105 | Hikaru Shida | Ice Ribbon | 1576 | 63 | 22-8-4 |
| 106 | Jayme Jameson | NWA | 1575 | 165 | 6-3 |
| 107 | GAMI | Wave | 1575 | 86 | 7-5-2 |
| 108 | Miho Wakizawa | Stardom | 1572 | 122 | 10-6 |
| 109 | Epiphany | OVW | 1567 | 112 | 6-5-2 |
| 110 | Tina San Antonio | Freelancer (USA) | 1566 | 142 | 4-4 |
| 111 | Apple Miyuki | Osaka Pro Wrestling | 1564 | 98 | 11-5 |
| 112 | Rhia O'Reilly | Freelancer (UK) | 1563 | 92 | 10-9 |
| 113 | Madison Rayne | TNA | 1562 | 75 | 3-17 |
| 114 | AJ | WWE | 1561 | 83 | 10-8 |
| 115 | Jennifer Blake | AAA | 1561 | 158 | 5-3 |
| 116 | MsChif | Freelancer (USA) | 1560 | 100 | 3-8 |
| 117 | Courtney Rush | Freelancer (Canada) | 1559 | 66 | 11-6-1 |
| 118 | Aki Shizuku | Ice Ribbon | 1558 | 93 | 17-8 |
| 119 | Aleida Ortiz | United Wrestling Federation | 1558 | 131 | 6-8 |
| 120 | Miami | Riot City Wrestling | 1557 | 138 | 6-4-1 |
| 121 | Raven Lake | Canadian National Wrestling Alliance | 1555 | 93 | 6-7-2 |
| 122 | Erin Angel | Freelancer (UK) | 1555 | 101 | 6-6 |
| 123 | Ray | Wrestling New Classic | 1554 | 84 | 4-5 |
| 124 | The Amazing Maria | United Wrestling Federation | 1545 | 153 | 5-5 |
| 125 | Angelina Love | TNA | 1539 | 79 | 6-11 |
| 126 | Su Yung | Freelancer (USA) | 1536 | 116 | 6-7 |
| 127 | Shuu Shibutani | Wave | 1534 | 94 | 9-9-3 |
| 128 | Melanie Cruise | Freelancer (USA) | 1534 | 91 | 11-5-2 |
| 129 | Sachie Abe | JWP | 1533 | 101 | 3-6 |
| 130 | Kirsty Love | 1532 | 100 | 6-6-1 | |
| 131 | Yuhi | Stardom | 1530 | 123 | 4-9-2 |
| 132 | Micro | Freelancer (Japan) | 1527 | 76 | 4-6-1 |
| 133 | Sojournor Bolt | OVW | 1519 | 96 | 5-3 |
| 134 | Act Yasukawa | Stardom | 1517 | 111 | 9-9 |
| 135 | Lil' Naughty | United Wrestling Federation | 1513 | 120 | 8-8 |
| 136 | Marti Belle | Freelancer (USA) | 1512 | 96 | 8-8 |
| 137 | Jen-Alise | NWA | 1511 | 167 | 5-3-1 |
| 138 | Kaitlyn | WWE | 1511 | 59 | 28-23 |
| 139 | Kellie Skater | Freelancer (Japan) | 1509 | 75 | 11-12-1 |
| 140 | Sassy Stephie | Freelancer (USA) | 1508 | 68 | 12-16 |
| 141 | Niya | World Xtreme Wrestling C4 | 1508 | 98 | 4-4-1 |
| 142 | Jewells Malone | Freelancer (Canada) | 1507 | 102 | 9-7 |
| 143 | Aksana | WWE | 1506 | 94 | 2-13 |
| 144 | Princesa Maya | Lucha Libre Femenil | 1504 | 106 | 4-4 |
| 145 | Stacey O'Brien | National Wrestling Alliance World League Wrestling | 1500 | 88 | 12-4-1 |
| 146 | Nikita Naridian | Freelancer (Australia) | 1498 | 144 | 4-6 |
| 147 | Jessica James | Anarchy Championship Wrestling | 1494 | 98 | 4-7 |
| 148 | Alicia Fox | WWE | 1492 | 65 | 20-23 |
| 149 | Mercedes KV | Freelancer (USA) | 1487 | 78 | 9-6 |
| 150 | Tsukushi | Ice Ribbon | 1486 | 68 | 12-10-2 |
| 151 | Tamina Snuka | WWE | 1486 | 83 | 15-5 |
| 152 | Sienna DuVall | Freelancer (USA) | 1483 | 124 | 6-7 |
| 153 | Nikki St. John | Freelancer (USA) | 1477 | 152 | 3-4-1 |
| 154 | Kay Lee Ray | Freelancer (UK) | 1475 | 82 | 7-11-1 |
| 155 | Veda Scott | Freelancer (USA) | 1473 | 93 | 9-12-1 |
| 156 | Hanako Nakamori | JWP | 1472 | 78 | 8-12-1 |
| 157 | Alexxis Nevaeh | Freelancer (USA) | 1472 | 78 | 8-9-2 |
| 158 | Angelica | Lucha Libre Femenil | 1471 | 107 | 4-4-1 |
| 159 | Jodi D'Milo | Freelancer (Canada) | 1470 | 93 | 5-7 |
| 160 | Liberty | World Association Of Wrestling | 1468 | 101 | 4-5-1 |
| 161 | Amazon | Freelancer (UK) | 1466 | 105 | 5-6 |
| 162 | Kat Von Heez | Canadian National Wrestling Alliance | 1456 | 112 | 7-6-1 |
| 163 | Queen Maya | Union Of European Wrestling Alliances | 1455 | 108 | 4-8 |
| 164 | Makoto | Wrestling New Classic | 1453 | 81 | 2-8-1 |
| 165 | Ryo Mizunami | Wave | 1450 | 71 | 10-15-3 |
| 166 | Penelope | World Association Of Wrestling | 1450 | 112 | 5-9 |
| 167 | Aoi Kizuki | Ice Ribbon | 1445 | 143 | 7-3-1 |
| 168 | Allysin Kay | Freelancer (USA) | 1445 | 76 | 11-13 |
| 169 | Bambi | 2AW | 1442 | 85 | 9-12-1 |
| 170 | Heidi Lovelace | OVW | 1439 | 95 | 7-12-2 |
| 171 | Misaki Ohata | Wave | 1431 | 72 | 7-11-2 |
| 172 | Hamuko Hoshi | Ice Ribbon | 1431 | 61 | 26-21-2 |
| 173 | Carmel | Freelancer (UK) | 1426 | 96 | 5-8 |
| 174 | Jenny Rose | Freelancer (USA) | 1421 | 94 | 7-7-1 |
| 175 | Moeka Haruhi | Wave | 1418 | 91 | 6-8 |
| 176 | Portia Perez | Freelancer (USA) | 1417 | 78 | 3-11-1 |
| 177 | Brie Bella | WWE | 1414 | 122 | 1-7 |
| 178 | Serenity | Freelancer (USA) | 1407 | 152 | 4-6 |
| 179 | Sexy Samantha | Canadian National Wrestling Alliance | 1407 | 146 | 4-3-1 |
| 180 | Niki Nitro | Insane Championship Wrestling | 1405 | 113 | 4-5 |
| 181 | Christina Von Eerie | Freelancer (USA) | 1405 | 87 | 8-14 |
| 182 | La Amapola | CMLL | 1402 | 174 | 2-6 |
| 183 | Leah Von Dutch | Freelancer (Canada) | 1400 | 113 | 6-10 |
| 184 | Gabriella Vanderpool | Squared Circle Wrestling | 1399 | 87 | 3-6-1 |
| 185 | Annie Social | Women's Superstars United | 1393 | 115 | 2-6 |
| 186 | Barbie | Freelancer (USA) | 1391 | 96 | 3-6 |
| 187 | Kurumi | Ice Ribbon | 1387 | 65 | 11-12-4 |
| 188 | Amber O'Neal | Freelancer (USA) | 1386 | 127 | 2-6 |
| 189 | Maxine | WWE | 1383 | 98 | 5-7 |
| 190 | Lady Maravilla | Lucha Libre Femenil | 1368 | 152 | 4-5 |
| 191 | Riho | Ice Ribbon | 1359 | 138 | 3-7-1 |
| 192 | Storm | Chaos Championship Wrestling | 1352 | 111 | 8-8-1 |
| 193 | Starr Venus | Impact Zone Wrestling | 1347 | 124 | 3-10-1 |
| 194 | Mia Yim | Freelancer (USA) | 1346 | 75 | 7-12 |
| 195 | Piyota Mask | Diana | 1345 | 110 | 7-17 |
| 196 | Sawako Shimono | Wave | 1341 | 75 | 9-16-1 |
| 197 | Aya Yuuki | Wave | 1340 | 92 | 4-13-1 |
| 198 | Yuiga | Diana | 1334 | 151 | 3-6 |
| 199 | Jessie Kaye | Freelancer (USA) | 1326 | 140 | 3-6 |
| 200 | Angie Skye | Freelancer (Canada) | 1326 | 143 | 4-8 |
| 201 | The Great Cheyenne | All American Pro Wrestling | 1324 | 128 | 3-6-1 |
| 202 | Sakura Hirota | Freelancer (Japan) | 1323 | 73 | 9-26-2 |
| 203 | Xandra Bale | Freelancer (Canada) | 1319 | 83 | 4-10 |
| 204 | Sofia Cortez | Florida Championship Wrestling | 1318 | 162 | 2-9 |
| 205 | Thunderkitty | Freelancer (USA) | 1312 | 117 | 4-11 |
| 206 | Sammy Hall | Canadian National Wrestling Alliance | 1310 | 88 | 7-13-2 |
| 207 | Leva Bates | Freelancer (USA) | 1305 | 102 | 4-16 |
| 208 | Kimber Lee | Freelancer (USA) | 1303 | 111 | 5-13-1 |
| 209 | Maki Narumiya | Ice Ribbon | 1296 | 59 | 20-27-1 |
| 210 | Maury | JWP | 1290 | 108 | 4-9-2 |
| 211 | Sara | Freelancer (UK) | 1274 | 172 | 1-6-1 |
| 212 | Taylor Made | Freelancer (USA) | 1264 | 166 | 2-6 |
| 213 | Natalya | WWE | 1256 | 48 | 19-76 |
| 214 | Rabbit Miu | JWP | 1251 | 90 | 6-12 |
| 215 | Nao Komatsu | OZ Academy | 1228 | 103 | 4-6-1 |
| 216 | NOZOMI | Ice Ribbon | 1217 | 140 | 1-8 |
| 217 | Shoko Hotta | Ice Ribbon | 1213 | 103 | 2-9-3 |
| 218 | Manami Katsu | JWP | 1211 | 91 | 3-10-1 |
| 219 | Mayu Iwatani | Stardom | 1201 | 117 | 3-7 |
| 220 | Saki Kashima | Stardom | 1165 | 103 | 3-11-1 |
| 221 | Dorami Nagano | Ice Ribbon | 1163 | 66 | 12-14-2 |
| 222 | Luscious Latasha | Freelancer (USA) | 1162 | 88 | 2-9-1 |
| 223 | Neko Nitta | Ice Ribbon | 1153 | 79 | 5-21 |
| 224 | Kairi Hojo | Stardom | 1128 | 125 | 2-10-2 |
| 225 | Sareee | Diana | 1110 | 100 | 3-11-4 |
| 226 | Natsumi Showzuki | Stardom | 1102 | 134 | 2-14-1 |
| 227 | Sayaka Obihiro | Ice Ribbon | 1096 | 83 | 6-31-1 |
| 228 | Nana Kawasa | JWP | 1095 | 92 | 4-12-1 |
| 229 | Eri Susa | Stardom | 1071 | 114 | 1-7 |
| 230 | Mika Iida | Wave | 1070 | 80 | 0-22-2 |
| 231 | Miyako Matsumoto | Ice Ribbon | 1060 | 95 | 3-27 |
| 232 | Risa Sera | Ice Ribbon | 1045 | 126 | 0-9-2 |
| 233 | Aoi Ishibashi | REINA | 1018 | 144 | 0-8 |
| 234 | Yuuri Haruka | Stardom | 1007 | 152 | 0-10 |
| 235 | Rydeen Hagane | JWP | 977 | 166 | 0-6-2 |
| 236 | Meari Naito | Ice Ribbon | 933 | 112 | 2-21-1 |