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 | Kaoru Ito | AJW | 2019 | 70 | 36-3 |
| 2 | Lioness Asuka | Arsion | 2015 | 87 | 20-1-3 |
| 3 | Michiko Omukai | Arsion | 1952 | 84 | 19-3-1 |
| 4 | Mariko Yoshida | Arsion | 1910 | 61 | 48-3-4 |
| 5 | Yumiko Hotta | AJW | 1899 | 61 | 36-7-2 |
| 6 | Samantha Slides | CanAm Wrestling | 1893 | 217 | 9-0 |
| 7 | Eagle Sawai | LLPW-X | 1880 | 146 | 7-1 |
| 8 | Torrie Wilson | WWE | 1872 | 87 | 33-3 |
| 9 | GAMI | Arsion | 1861 | 71 | 36-4-3 |
| 10 | Kyoko Inoue | NEO Women's Pro Wrestling | 1847 | 79 | 11-5-1 |
| 11 | Etsuko Mita | NEO Women's Pro Wrestling | 1846 | 76 | 19-5 |
| 12 | Phoenix | Apocalypse Wrestling Federation | 1837 | 175 | 7-3 |
| 13 | Manami Toyota | AJW | 1837 | 72 | 24-2-1 |
| 14 | The Bloody | JD Star Women's Pro Wrestling | 1824 | 111 | 20-4 |
| 15 | Sumie Sakai | JD Star Women's Pro Wrestling | 1820 | 116 | 16-3-2 |
| 16 | Aja Kong | GAEA | 1816 | 104 | 7-1 |
| 17 | Azumi Hyuga | JWP | 1815 | 84 | 19-5-2 |
| 18 | Command Bolshoi | JWP | 1813 | 95 | 20-2 |
| 19 | Misae Genki | NEO Women's Pro Wrestling | 1810 | 71 | 25-5-3 |
| 20 | Yoshiko Tamura | NEO Women's Pro Wrestling | 1800 | 67 | 33-8 |
| 21 | Macaela Mercedes | Freelancer (USA) | 1767 | 150 | 8-2-1 |
| 22 | Sachie Abe | JD Star Women's Pro Wrestling | 1764 | 110 | 11-6-1 |
| 23 | Jazz | WWE | 1763 | 69 | 30-9 |
| 24 | Mima Shimoda | NEO Women's Pro Wrestling | 1762 | 77 | 13-4 |
| 25 | Chikayo Nagashima | GAEA | 1749 | 84 | 10-5 |
| 26 | Mary Apache | Arsion | 1743 | 99 | 23-5-1 |
| 27 | Harley Saito | LLPW-X | 1743 | 142 | 7-1-1 |
| 28 | Ayako Hamada | GAEA | 1740 | 92 | 6-6 |
| 29 | Lita | WWE | 1728 | 80 | 12-3 |
| 30 | Sugar Sato | GAEA | 1724 | 112 | 8-5 |
| 31 | Megumi Yabushita | JD Star Women's Pro Wrestling | 1718 | 129 | 10-3-2 |
| 32 | Kumiko Maekawa | AJW | 1716 | 51 | 70-24-3 |
| 33 | Momoe Nakanishi | AJW | 1715 | 57 | 41-10-4 |
| 34 | noki-A | Arsion | 1709 | 59 | 43-8-5 |
| 35 | Hiromi Yagi | Big Japan Pro-Wrestling | 1690 | 120 | 7-2 |
| 36 | Takako Inoue | AJW | 1689 | 74 | 10-6-3 |
| 37 | Meiko Satomura | GAEA | 1688 | 91 | 4-6 |
| 38 | KAORU | GAEA | 1678 | 83 | 8-5 |
| 39 | Tomoko Watanabe | AJW | 1678 | 56 | 50-22-2 |
| 40 | Miss Natural | National Wrestling Alliance World League Wrestling | 1677 | 75 | 18-5-1 |
| 41 | Ran YuYu | JWP | 1657 | 72 | 22-11-1 |
| 42 | Kaori Nakayama | Freelancer (Japan) | 1645 | 101 | 5-4-1 |
| 43 | Madison Eagles | International Wrestling Australia | 1645 | 140 | 6-4 |
| 44 | TSUNAMI | JD Star Women's Pro Wrestling | 1645 | 142 | 10-3 |
| 45 | Fang Suzuki | JD Star Women's Pro Wrestling | 1639 | 108 | 14-5-2 |
| 46 | Rie Tamada | Arsion | 1623 | 56 | 33-20-5 |
| 47 | Nanae Takahashi | AJW | 1620 | 56 | 38-19-2 |
| 48 | Sweet Saraya | The Wrestling Alliance | 1609 | 143 | 9-3 |
| 49 | Chigusa Nagayo | GAEA | 1603 | 162 | 6-2 |
| 50 | Casey J. Austin | Global Wrestling Alliance | 1602 | 177 | 5-3 |
| 51 | Toshiyo Yamada | GAEA | 1595 | 92 | 5-6 |
| 52 | Mayumi Ozaki | GAEA | 1591 | 93 | 4-8 |
| 53 | Hiroyo Muto | JD Star Women's Pro Wrestling | 1586 | 108 | 14-8 |
| 54 | Noriyo Tateno | LLPW-X | 1584 | 149 | 5-3 |
| 55 | Carol Midori | LLPW-X | 1581 | 124 | 7-7-1 |
| 56 | Carlos Amano | GAEA | 1581 | 70 | 21-11 |
| 57 | Melissa | Arsion | 1569 | 98 | 10-5-4 |
| 58 | Mercedes Martinez | Assault Championship Wrestling | 1564 | 131 | 5-5-2 |
| 59 | Rain | Freelancer (USA) | 1554 | 141 | 4-5-1 |
| 60 | Madison | NWA | 1549 | 81 | 8-8-2 |
| 61 | Persia | International Wrestling Australia | 1534 | 142 | 4-4-1 |
| 62 | Lacey | Freelancer (USA) | 1511 | 138 | 6-4-1 |
| 63 | Molly Holly | WWE | 1501 | 54 | 32-30 |
| 64 | Chaparita ASARI | NEO Women's Pro Wrestling | 1485 | 71 | 10-7-2 |
| 65 | Faby Apache | Arsion | 1478 | 61 | 20-14 |
| 66 | La Felina | Freelancer (USA) | 1467 | 120 | 7-5 |
| 67 | Toshie Uematsu | GAEA | 1466 | 89 | 7-5 |
| 68 | Bionic J | Arsion | 1457 | 57 | 19-38-2 |
| 69 | Bam Bam Bambi | NWA | 1454 | 80 | 5-8-2 |
| 70 | Alexis Laree | Freelancer (USA) | 1451 | 127 | 8-7 |
| 71 | Heather Savage | National Wrestling Alliance World League Wrestling | 1442 | 76 | 4-12-1 |
| 72 | Tanny Mouse | NEO Women's Pro Wrestling | 1435 | 73 | 13-20-2 |
| 73 | Dawn Marie | WWE | 1433 | 76 | 12-28 |
| 74 | Ivory | WWE | 1428 | 74 | 4-7-1 |
| 75 | Trish Stratus | WWE | 1428 | 52 | 38-33 |
| 76 | La Malcriada | Freelancer (Japan) | 1425 | 145 | 4-4 |
| 77 | Yuki Miyazaki | NEO Women's Pro Wrestling | 1419 | 70 | 14-19-3 |
| 78 | April Hunter | Freelancer (USA) | 1411 | 165 | 3-3-2 |
| 79 | Marcela | Big Japan Pro-Wrestling | 1399 | 103 | 1-9 |
| 80 | Kayo Noumi | AJW | 1397 | 55 | 24-37-2 |
| 81 | Sarah Stone | CanAm Wrestling | 1389 | 144 | 5-11 |
| 82 | Kathryn Nixxon | International Wrestling Australia | 1381 | 128 | 6-8-1 |
| 83 | Ai Fujita | Arsion | 1374 | 60 | 19-25 |
| 84 | Ranmaru | JD Star Women's Pro Wrestling | 1360 | 99 | 9-17 |
| 85 | Sayuri Okino | LLPW-X | 1360 | 101 | 5-8 |
| 86 | Yuka Shiina | NEO Women's Pro Wrestling | 1360 | 88 | 14-11-1 |
| 87 | Aliya | JD Star Women's Pro Wrestling | 1327 | 156 | 3-7 |
| 88 | Tsubasa Kuragaki | JWP | 1308 | 75 | 15-17 |
| 89 | Ofune | 2AW | 1302 | 246 | 6-2 |
| 90 | Emi Tojo | JD Star Women's Pro Wrestling | 1291 | 129 | 9-10 |
| 91 | Jacqueline | WWE | 1290 | 65 | 10-21 |
| 92 | Kayoko Haruyama | JWP | 1289 | 71 | 8-12-1 |
| 93 | Taylor Matheny | Arsion | 1289 | 105 | 3-15-1 |
| 94 | Kana Ozeki | AJW | 1284 | 210 | 3-3-2 |
| 95 | Nidia | WWE | 1268 | 120 | 3-9 |
| 96 | Amber Holly | Carolina Wrestling Federation Mid-Atlantic | 1258 | 181 | 2-5-1 |
| 97 | Victoria | WWE | 1250 | 92 | 8-19 |
| 98 | Teruko Kagawa | JD Star Women's Pro Wrestling | 1246 | 155 | 2-4-2 |
| 99 | MARU | JD Star Women's Pro Wrestling | 1241 | 82 | 21-20-5 |
| 100 | Yoshimi Shioya | AJW | 1232 | 168 | 3-2-6 |
| 101 | KAZUKI | JD Star Women's Pro Wrestling | 1225 | 124 | 3-14-1 |
| 102 | Obacchi Iizuka | JD Star Women's Pro Wrestling | 1208 | 103 | 6-17 |
| 103 | Sakura Hirota | GAEA | 1146 | 102 | 3-13 |
| 104 | Miyuki Fujii | AJW | 1126 | 56 | 34-67-3 |
| 105 | Acute Sae | JWP | 1114 | 87 | 5-5-3 |
| 106 | Baby-A | Arsion | 1107 | 65 | 7-61-1 |
| 107 | Aya Sakurai | GAEA | 1106 | 186 | 0-9 |
| 108 | Yumi Ohka | JD Star Women's Pro Wrestling | 1103 | 135 | 3-11 |
| 109 | Reina Takase | Arsion | 1102 | 54 | 16-60-3 |
| 110 | Lady Pentagon | Arsion | 1086 | 75 | 8-37-1 |
| 111 | Chitose Yamamoto | JD Star Women's Pro Wrestling | 1078 | 164 | 0-7-2 |
| 112 | Yuka Nakamura | NEO Women's Pro Wrestling | 1059 | 79 | 5-20-2 |
| 113 | Mika Nishio | AJW | 1058 | 55 | 36-73-2 |
| 114 | Kaori Yoneyama | JWP | 1046 | 68 | 14-31-1 |
| 115 | Stacy Keibler | WWE | 1046 | 113 | 1-16 |
| 116 | Mako Ogawa | LLPW-X | 1044 | 94 | 6-11-1 |
| 117 | Junko Yagi | NEO Women's Pro Wrestling | 1017 | 165 | 1-11 |
| 118 | Klondyke Kate | The Wrestling Alliance | 976 | 158 | 1-11 |
| 119 | Mari Kuwada | LLPW-X | 912 | 99 | 1-13-1 |
| 120 | Erika Watanabe | JWP | 892 | 99 | 3-32 |
| 121 | Yuu Yamagata | 2AW | 848 | 77 | 11-16 |
| 122 | Haruka Matsuo | NEO Women's Pro Wrestling | 847 | 117 | 1-16 |
| 123 | Yuiga | Pro Wrestling NIGHT-MARE | 838 | 146 | 0-13 |
| 124 | Emi Tomimatsu | JD Star Women's Pro Wrestling | 826 | 118 | 1-17-2 |
| 125 | Saki Maemura | AJW | 670 | 64 | 18-95-3 |
| 126 | Apple Miyuki | 2AW | 563 | 175 | 2-17 |
| 127 | Ayako Sato | AJW | 489 | 82 | 7-62-3 |