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 | Marcela | CMLL | 2019 | 137 | 10-1 |
| 2 | Aja Kong | OZ Academy | 1977 | 120 | 8-1 |
| 3 | Meiko Satomura | Sendai Girls | 1965 | 109 | 16-3-1 |
| 4 | Kayoko Haruyama | JWP | 1937 | 93 | 18-4-1 |
| 5 | Miss Tessmacher | TNA | 1927 | 89 | 4-4 |
| 6 | Kyoko Inoue | Diana | 1924 | 173 | 8-1-1 |
| 7 | AKINO | OZ Academy | 1922 | 156 | 8-1 |
| 8 | Hailey Hatred | Ice Ribbon | 1908 | 101 | 13-0-1 |
| 9 | La Malcriada | Hokuto | 1903 | 166 | 13-0 |
| 10 | Nanae Takahashi | Stardom | 1881 | 94 | 12-3-2 |
| 11 | Command Bolshoi | JWP | 1878 | 86 | 18-6-1 |
| 12 | Layla | WWE | 1854 | 84 | 23-2 |
| 13 | Lei'D Tapa | OVW | 1838 | 71 | 28-6-1 |
| 14 | Trina | OVW | 1834 | 141 | 10-1 |
| 15 | Mickie James | TNA | 1834 | 64 | 24-8 |
| 16 | Kana | Freelancer (Japan) | 1824 | 63 | 28-4-6 |
| 17 | Io Shirai | Stardom | 1811 | 88 | 11-1-3 |
| 18 | Manami Toyota | Freelancer (Japan) | 1810 | 83 | 14-5-1 |
| 19 | Evie | Impact Pro Wrestling | 1807 | 114 | 7-2 |
| 20 | Demi Bennett | Riot City Wrestling | 1805 | 171 | 7-2 |
| 21 | Emi Sakura | Gatoh Move | 1794 | 73 | 16-3-7 |
| 22 | Ayako Hamada | Wave | 1793 | 81 | 13-6-1 |
| 23 | Chikayo Nagashima | OZ Academy | 1790 | 136 | 5-2-1 |
| 24 | Persephone Vice | Big Time Pro Wrestling | 1787 | 157 | 7-1 |
| 25 | Arisa Nakajima | JWP | 1779 | 76 | 20-5-7 |
| 26 | Pandora | Universal Independent Wrestling | 1777 | 123 | 5-2-1 |
| 27 | Rain | SHINE Wrestling | 1774 | 94 | 10-1 |
| 28 | Miss Diss Lexia | Freelancer (USA) | 1768 | 101 | 10-4-2 |
| 29 | Natsuki Taiyo | Stardom | 1766 | 100 | 7-3-2 |
| 30 | Tsubasa Kuragaki | JWP | 1763 | 83 | 9-5-3 |
| 31 | Yumi Ohka | Wave | 1762 | 69 | 18-3-2 |
| 32 | Cheerleader Melissa | Freelancer (USA) | 1745 | 79 | 14-4-3 |
| 33 | Sonoko Kato | OZ Academy | 1744 | 110 | 7-6 |
| 34 | Hiroyo Matsumoto | Freelancer (Japan) | 1744 | 62 | 20-10-3 |
| 35 | Tara | TNA | 1743 | 73 | 9-9 |
| 36 | Erin Angel | Atlantic Grand Prix Wrestling | 1741 | 80 | 29-3 |
| 37 | KC Cassidy | Melbourne City Wrestling | 1738 | 103 | 5-3 |
| 38 | Kaoru Ito | Diana | 1737 | 145 | 7-3-1 |
| 39 | Yoshiko | Stardom | 1731 | 106 | 4-3-2 |
| 40 | Holly Blossom | OVW | 1729 | 124 | 6-2-2 |
| 41 | Savannah Summers | Riot City Wrestling | 1728 | 108 | 6-4-1 |
| 42 | Leon | JWP | 1722 | 75 | 14-4-1 |
| 43 | Paige | WWE | 1717 | 75 | 23-4 |
| 44 | Syuri | Wrestling New Classic | 1715 | 73 | 21-8-2 |
| 45 | Bree Ann | NWA | 1713 | 159 | 6-2 |
| 46 | Aiger | Sendai Girls | 1710 | 136 | 5-3 |
| 47 | Kaori Yoneyama | Gatoh Move | 1704 | 69 | 18-5-2 |
| 48 | Carlos Amano | OZ Academy | 1700 | 88 | 8-4-2 |
| 49 | La Rosa Negra | Freelancer (USA) | 1700 | 90 | 16-5 |
| 50 | Mercedes Martinez | Freelancer (USA) | 1699 | 71 | 14-8-1 |
| 51 | Kyoko Kimura | Stardom | 1698 | 63 | 16-8-2 |
| 52 | Tsukasa Fujimoto | Ice Ribbon | 1687 | 60 | 22-5-5 |
| 53 | Stacey O'Brien | National Wrestling Alliance World League Wrestling | 1686 | 107 | 6-2 |
| 54 | Velvet Sky | TNA | 1686 | 57 | 24-19 |
| 55 | Destiny | World Association Of Wrestling | 1683 | 104 | 5-3 |
| 56 | Mayumi Ozaki | OZ Academy | 1679 | 96 | 5-3 |
| 57 | Madison Eagles | Freelancer (Australia) | 1674 | 86 | 14-8-1 |
| 58 | Erica | Impact Zone Wrestling | 1662 | 90 | 6-4-2 |
| 59 | Jessicka Havok | Freelancer (USA) | 1659 | 69 | 14-10-2 |
| 60 | Barbi Hayden | Freelancer (USA) | 1659 | 78 | 12-8 |
| 61 | Riea Von Slasher | Canadian National Wrestling Alliance | 1658 | 116 | 10-3 |
| 62 | Athena | Freelancer (USA) | 1656 | 80 | 11-6 |
| 63 | Alpha Female | Stardom | 1652 | 93 | 9-7-2 |
| 64 | Yuu Yamagata | Wave | 1651 | 82 | 8-6-3 |
| 65 | Saraya Knight | Freelancer (USA) | 1651 | 69 | 14-9-2 |
| 66 | Lady Lory | Freelancer (France) | 1651 | 109 | 12-4 |
| 67 | Amazing Kong | Freelancer (USA) | 1648 | 116 | 8-4-1 |
| 68 | Dark Angel | Stardom | 1645 | 112 | 10-7 |
| 69 | Cherry | Freelancer (Japan) | 1640 | 79 | 18-4-1 |
| 70 | Reby Sky | Freelancer (USA) | 1637 | 94 | 5-7 |
| 71 | Megumi Yabushita | Diana | 1635 | 92 | 10-5-2 |
| 72 | Serena | Freelancer (Japan) | 1629 | 112 | 8-6 |
| 73 | ODB | TNA | 1625 | 65 | 13-14-1 |
| 74 | KAZUKI | JWP | 1623 | 94 | 10-7 |
| 75 | Lady Jaguar | Lucha Libre Femenil | 1623 | 117 | 6-3 |
| 76 | Nikki Storm | Freelancer (UK) | 1623 | 67 | 17-12 |
| 77 | Jessie McKay | Pro Wrestling Australia | 1621 | 92 | 2-6-1 |
| 78 | Gail Kim | TNA | 1620 | 54 | 15-27-1 |
| 79 | Taryn Terrell | TNA | 1620 | 168 | 4-4 |
| 80 | Nevaeh | Freelancer (USA) | 1619 | 108 | 9-4-3 |
| 81 | La Chacala | Lucha Libre Femenil | 1615 | 116 | 10-5 |
| 82 | Santana Garrett | Freelancer (USA) | 1615 | 61 | 20-12-1 |
| 83 | Diana La Cazadora | Lucha Libre Femenil | 1615 | 133 | 5-3 |
| 84 | Shazza McKenzie | Freelancer (Australia) | 1614 | 87 | 5-5-1 |
| 85 | Shelly Martinez | Freelancer (USA) | 1609 | 126 | 9-5 |
| 86 | Christina Von Eerie | Freelancer (USA) | 1606 | 70 | 17-5 |
| 87 | Ivelisse Velez | Freelancer (USA) | 1604 | 82 | 12-6-3 |
| 88 | Misaki Ohata | Wave | 1602 | 67 | 17-8-4 |
| 89 | Viper | Freelancer (UK) | 1598 | 94 | 14-10 |
| 90 | Tomoka Nakagawa | Wave | 1596 | 69 | 10-8-2 |
| 91 | Ayumi Kurihara | Wave | 1592 | 67 | 13-16-2 |
| 92 | Cherry Bomb | Freelancer (USA) | 1587 | 90 | 6-5 |
| 93 | Apple Miyuki | Freelancer (Japan) | 1580 | 99 | 5-5 |
| 94 | Angel Blue | Anarchy Championship Wrestling | 1579 | 83 | 7-8-3 |
| 95 | Hikaru Shida | Ice Ribbon | 1577 | 64 | 18-12-8 |
| 96 | D'Arcy Dixon | Resistance Pro Wrestling | 1577 | 115 | 8-6-1 |
| 97 | Shanna | Freelancer (UK) | 1576 | 87 | 12-12 |
| 98 | Liberty | World Association Of Wrestling | 1576 | 96 | 6-3-3 |
| 99 | Estrellita | CMLL | 1576 | 149 | 5-3 |
| 100 | Vanessa Kraven | Freelancer (Canada) | 1576 | 140 | 6-3 |
| 101 | Riho | Gatoh Move | 1576 | 101 | 7-3 |
| 102 | Kaitlyn | WWE | 1574 | 48 | 61-25-1 |
| 103 | GAMI | Wave | 1571 | 62 | 16-21-4 |
| 104 | Mary Lee Rose | Northern Championship Wrestling | 1568 | 150 | 5-3 |
| 105 | Nikki Roxx | SHINE Wrestling | 1565 | 126 | 5-4 |
| 106 | Rhia O'Reilly | Freelancer (UK) | 1565 | 78 | 8-8 |
| 107 | Hanako Nakamori | JWP | 1562 | 79 | 9-5-1 |
| 108 | Mio Shirai | Freelancer (Japan) | 1560 | 57 | 18-18-5 |
| 109 | Marti Belle | New York Wrestling Connection | 1553 | 87 | 5-5 |
| 110 | Shuu Shibutani | Wave | 1552 | 74 | 10-9-2 |
| 111 | Mia Yim | Freelancer (USA) | 1551 | 65 | 17-13-1 |
| 112 | Courtney Rush | Freelancer (Canada) | 1550 | 85 | 4-6-1 |
| 113 | LuFisto | Freelancer (USA) | 1545 | 86 | 5-9 |
| 114 | Act Yasukawa | Stardom | 1544 | 90 | 4-6-1 |
| 115 | Hamuko Hoshi | Ice Ribbon | 1542 | 54 | 20-15-5 |
| 116 | Addy Starr | Freelancer (USA) | 1541 | 114 | 7-6 |
| 117 | Taeler Hendrix | OVW | 1536 | 63 | 11-19 |
| 118 | Sassy Stephie | Freelancer (USA) | 1536 | 76 | 9-7 |
| 119 | Aoi Kizuki | Ice Ribbon | 1536 | 97 | 7-3-2 |
| 120 | Epiphany | OVW | 1533 | 90 | 5-7 |
| 121 | Miss Natural | Freelancer (USA) | 1532 | 76 | 9-11 |
| 122 | Naomi | WWE | 1532 | 126 | 18-4-1 |
| 123 | La Justiciera | Lucha Libre Femenil | 1529 | 148 | 5-4 |
| 124 | Carmel Jacob | Freelancer (UK) | 1528 | 78 | 12-9 |
| 125 | Emma | WWE | 1527 | 109 | 8-9 |
| 126 | Nicole Matthews | Elite Canadian Championship Wrestling | 1527 | 91 | 6-2-4 |
| 127 | Crazy Mary Dobson | Freelancer (USA) | 1526 | 78 | 15-12-1 |
| 128 | AJ Lee | WWE | 1524 | 56 | 34-24 |
| 129 | MsChif | Freelancer (USA) | 1523 | 78 | 11-9-1 |
| 130 | Bambi | 2AW | 1523 | 83 | 9-4 |
| 131 | Kellie Skater | Freelancer (Japan) | 1522 | 75 | 9-8 |
| 132 | Skarlett | Freelancer (UK) | 1520 | 127 | 4-6 |
| 133 | Jessica James | Anarchy Championship Wrestling | 1518 | 84 | 6-8-2 |
| 134 | KC Spinelli | Elite Canadian Championship Wrestling | 1517 | 74 | 7-8-3 |
| 135 | Allysin Kay | Freelancer (USA) | 1515 | 71 | 11-8-1 |
| 136 | Jessie Belle | OVW | 1511 | 60 | 12-14-2 |
| 137 | Takumi Iroha | Stardom | 1510 | 117 | 3-7-4 |
| 138 | Angelina Love | Freelancer (USA) | 1509 | 80 | 10-8-1 |
| 139 | Tomoko Watanabe | Diana | 1509 | 88 | 9-7 |
| 140 | Tsukushi | Ice Ribbon | 1508 | 70 | 16-7-5 |
| 141 | Eloanne | Fighters Revenge Pro Wrestling | 1507 | 177 | 5-3 |
| 142 | Angelica | Lucha Libre Femenil | 1504 | 91 | 9-8-2 |
| 143 | Yuhi | Stardom | 1503 | 89 | 3-11-1 |
| 144 | Heidi Lovelace | Freelancer (USA) | 1500 | 66 | 12-15-1 |
| 145 | Harley Wonderland | Riot City Wrestling | 1492 | 105 | 1-8 |
| 146 | Kay Lee Ray | Freelancer (UK) | 1481 | 76 | 7-9-1 |
| 147 | Nikita Naridian | Freelancer (Australia) | 1481 | 97 | 4-5-1 |
| 148 | Angelus Layne | Freelancer (USA) | 1479 | 93 | 5-7 |
| 149 | Su Yung | Freelancer (USA) | 1478 | 75 | 7-12-1 |
| 150 | Tsunami | Lucha Libre Femenil | 1476 | 139 | 5-5-1 |
| 151 | Reyna de Corazones | Lucha Libre Femenil | 1475 | 180 | 4-4 |
| 152 | Portia Perez | Freelancer (USA) | 1472 | 85 | 9-9-1 |
| 153 | Veda Scott | Freelancer (USA) | 1472 | 73 | 14-8 |
| 154 | Solo Darling | Freelancer (USA) | 1471 | 117 | 6-5-1 |
| 155 | Makoto | Wrestling New Classic | 1469 | 89 | 10-9-2 |
| 156 | Bayley | WWE | 1468 | 85 | 6-11 |
| 157 | Maury | JWP | 1467 | 96 | 6-5 |
| 158 | Kimberly | SHINE Wrestling | 1465 | 151 | 4-3-1 |
| 159 | Alexxis Nevaeh | Freelancer (USA) | 1464 | 82 | 7-6-2 |
| 160 | Kasey Owens | Ice Ribbon | 1460 | 110 | 8-7-1 |
| 161 | Candice LeRae | Alternative Wrestling Show | 1455 | 101 | 8-8 |
| 162 | Mariah Moreno | Alternative Wrestling Show | 1453 | 153 | 5-3 |
| 163 | Niya | World Xtreme Wrestling C4 | 1453 | 109 | 4-5 |
| 164 | Female Predator Amazon | Stardom | 1452 | 114 | 4-5 |
| 165 | Aya Mizunami | Wave | 1450 | 69 | 9-12-2 |
| 166 | Estrella Explosiva | Lucha Libre Femenil | 1449 | 142 | 2-4-2 |
| 167 | Mistress Belmont | New England Championship Wrestling | 1439 | 117 | 6-8-1 |
| 168 | Jessie Kaye | Freelancer (USA) | 1438 | 91 | 9-7-1 |
| 169 | Moeka Haruhi | Wave | 1438 | 85 | 4-10-2 |
| 170 | Midianne | North Shore Pro Wrestling | 1438 | 142 | 4-4 |
| 171 | Natalya | WWE | 1437 | 45 | 61-15 |
| 172 | Starr | NWA | 1436 | 106 | 5-1-2 |
| 173 | Hannah Blossom | OVW | 1433 | 130 | 3-6-1 |
| 174 | Manami Katsu | JWP | 1429 | 85 | 13-12 |
| 175 | Thunderkitty | Freelancer (USA) | 1429 | 93 | 7-4-1 |
| 176 | Mickie Knuckles | Freelancer (USA) | 1428 | 117 | 5-8 |
| 177 | Katarina Leigh | Freelancer (USA) | 1422 | 97 | 6-6 |
| 178 | Sasha Banks | WWE | 1421 | 87 | 8-9 |
| 179 | Sawako Shimono | Wave | 1419 | 75 | 10-11-1 |
| 180 | Pollyanna | Gatoh Move | 1417 | 137 | 3-6 |
| 181 | Lady Flamer | Lucha Libre Femenil | 1416 | 123 | 6-7-1 |
| 182 | Leva Bates | Freelancer (USA) | 1416 | 73 | 11-14-1 |
| 183 | Justine Silver | Freelancer (USA) | 1415 | 86 | 4-11 |
| 184 | Nikki St. John | OVW | 1413 | 114 | 3-6 |
| 185 | Sachie Abe | JWP | 1410 | 123 | 3-6 |
| 186 | Jenny Rose | Diana | 1408 | 81 | 7-9-2 |
| 187 | Jewells Malone | Freelancer (Canada) | 1407 | 78 | 6-10-2 |
| 188 | Mia Svensson | Ring Wars Carolina | 1403 | 145 | 4-5-1 |
| 189 | Penelope | World Association Of Wrestling | 1402 | 89 | 3-9-2 |
| 190 | Raven Lake | Canadian National Wrestling Alliance | 1402 | 84 | 5-7 |
| 191 | Summer Rae | WWE | 1398 | 100 | 6-10 |
| 192 | Morgane Leigh | Freelancer (France) | 1396 | 101 | 9-10-1 |
| 193 | Kimber Lee | Freelancer (USA) | 1388 | 81 | 9-17-1 |
| 194 | Storm | Freelancer (Australia) | 1378 | 92 | 3-8 |
| 195 | Hudson Envy | Freelancer (USA) | 1377 | 114 | 9-8-1 |
| 196 | Neko Nitta | Ice Ribbon | 1369 | 73 | 10-5-3 |
| 197 | Sammy Hall | Canadian National Wrestling Alliance | 1366 | 72 | 8-9-1 |
| 198 | Angel Dust | Freelancer (USA) | 1363 | 149 | 3-5-1 |
| 199 | Kurumi | Ice Ribbon | 1356 | 65 | 11-16-4 |
| 200 | Lovely Lylah | OVW | 1348 | 132 | 2-12-1 |
| 201 | Kim Berley | International Catch Wrestling Alliance | 1346 | 127 | 4-8-1 |
| 202 | Kyusei Ninja Ranmaru | Freelancer (Japan) | 1345 | 125 | 2-8 |
| 203 | Angie Skye | Freelancer (Canada) | 1339 | 108 | 4-6 |
| 204 | Kat Von Heez | Canadian National Wrestling Alliance | 1336 | 90 | 1-7-2 |
| 205 | Jody D'Milo | Freelancer (Canada) | 1336 | 94 | 4-12-2 |
| 206 | Amber Rodriguez | Freelancer (USA) | 1327 | 136 | 4-7 |
| 207 | Seleziya Sparx | 1318 | 136 | 4-7-1 | |
| 208 | Sara | Freelancer (UK) | 1316 | 119 | 3-7 |
| 209 | Brie Bella | WWE | 1309 | 78 | 12-26-1 |
| 210 | Leah Von Dutch | Freelancer (UK) | 1309 | 77 | 5-18 |
| 211 | Kurai Hime | Freelancer (USA) | 1307 | 161 | 4-5 |
| 212 | Amber O'Neal | Freelancer (USA) | 1307 | 113 | 5-7 |
| 213 | Kairi Hojo | Stardom | 1302 | 124 | 3-5 |
| 214 | Paula Fate | NWA | 1302 | 136 | 2-4-2 |
| 215 | Jasmin | Freelancer (Canada) | 1295 | 129 | 5-9 |
| 216 | Tamina Snuka | WWE | 1294 | 56 | 7-52-1 |
| 217 | Yuiga | Diana | 1283 | 102 | 4-11 |
| 218 | Sareee | Diana | 1282 | 76 | 7-19-2 |
| 219 | Devyn Nicole | Freelancer (USA) | 1273 | 149 | 1-7-1 |
| 220 | Rabbit Miu | JWP | 1267 | 73 | 9-20-1 |
| 221 | Jordynne Grace | Freelancer (USA) | 1267 | 149 | 2-8 |
| 222 | Kasey Ray | Freelancer (USA) | 1254 | 150 | 3-6 |
| 223 | Mayu Iwatani | Stardom | 1247 | 123 | 1-8 |
| 224 | Kotori | Gatoh Move | 1234 | 94 | 0-19-3 |
| 225 | Miyako Matsumoto | Ice Ribbon | 1232 | 68 | 11-22-3 |
| 226 | Alicia Fox | WWE | 1229 | 62 | 13-26 |
| 227 | Xandra Bale | Freelancer (USA) | 1229 | 89 | 5-9 |
| 228 | Sakura Hirota | Freelancer (Japan) | 1211 | 75 | 3-26 |
| 229 | Mika Iida | Wave | 1199 | 115 | 2-6-3 |
| 230 | Meari Naito | Ice Ribbon | 1190 | 88 | 8-11 |
| 231 | Aya Yuuki | Wave | 1189 | 88 | 1-17 |
| 232 | Risa Sera | Ice Ribbon | 1178 | 74 | 10-23-4 |
| 233 | Sayaka Obihiro | Gatoh Move | 1168 | 90 | 1-18 |
| 234 | She Nay Nay | Atlantic Grand Prix Wrestling | 1159 | 116 | 1-23 |
| 235 | Kyuri | Ice Ribbon | 1136 | 111 | 1-11-2 |
| 236 | Savanah Riley | Supreme Pro Wrestling | 1133 | 154 | 3-6 |
| 237 | Katary | Lucha Libre Femenil | 1131 | 192 | 1-7 |
| 238 | Aoi Ishibashi | Hokuto | 1094 | 163 | 1-10 |
| 239 | Rutsuko Yamaguchi | Ice Ribbon | 1068 | 157 | 2-9 |
| 240 | Fairy Nihonbashi | Wave | 1058 | 105 | 2-22 |
| 241 | Rydeen Hagane | JWP | 1030 | 90 | 4-35-1 |
| 242 | Bete Noire | Freelancer (UK) | 968 | 163 | 0-11 |
| 243 | Aksana | WWE | 900 | 73 | 1-57 |
| 244 | 235 | Ice Ribbon | 894 | 120 | 2-27 |
| 245 | Kaho Kobayashi | Freelancer (Japan) | 864 | 122 | 0-25 |
| 246 | Yako Fujigasaki | JWP | 828 | 186 | 0-8-1 |