# Player Rating ▼ FIDE Est. RD 95% CI Games W-L-D Legal% Released $/Game
1 eubos * 2357 ~2265 N/A N/A 64 63-0-1 - -
2 gemini-4-carbon (medium) 👑 2243 ~2132 105 2038 - 2449 13 7-5-1 11/26 $0.3528
3 gemini-3.1-pro-preview (high) 2178 ~2040 105 1973 - 2384 18 11-6-1 02/26 $3.9501
4 gemini-4-carbon (low) 2150 ~2013 114 1925 - 2374 10 4-4-2 11/26 $0.1480
5 gemini-4-argon (high) 2124 ~1987 142 1845 - 2403 6 3-2-1 10/26 ≥$0.8027
6 gemini-4-carbon (high) 2101 ~1927 241 1627 - 2574 1 0-1-0 11/26 $8.1349
7 gemini-3.1-pro-preview (medium) 2037 ~1825 58 1923 - 2152 60 37-20-3 02/26 $1.1347
8 gemini-4-argon (medium) 2025 ~1806 63 1902 - 2148 36 18-13-5 10/26 $0.0970
9 gemini-3.5-flash (medium) 2018 ~1801 110 1803 - 2234 11 7-4-0 05/26 $0.3577
10 gemini-3.8-flash (high) 2003 ~1777 186 1638 - 2367 5 1-4-0 09/26 ≥$1.0166
11 gpt-6-astra (high) 1996 ~1763 51 1895 - 2096 61 22-28-11 09/26 ≥$1.5830
12 gemini-3-pro-preview (high) 1963 ~1735 76 1813 - 2112 51 34-17-0 11/25 $2.1865
13 gemini-3.6-flash (medium) 1889 ~1669 99 1695 - 2083 30 15-12-3 07/26 $0.3535
14 claude-fable-5.2 (high) 1867 ~1652 117 1637 - 2098 11 4-4-3 11/26 ~$2.0863
15 gemini-3-flash-preview (medium) 1866 ~1650 104 1662 - 2069 27 22-5-0 12/25 $1.2733
16 gpt-6-astra (medium) 1864 ~1647 103 1661 - 2066 14 6-4-4 09/26 ≥$0.9421
17 maia-1900 * 1816 ~1560 N/A N/A 262 138-82-42 - -
18 claude-opus-5.5 (high) 1783 ~1516 190 1410 - 2156 4 1-3-0 09/26 ~$0.9780
19 gemini-4-argon (low) 1758 ~1482 157 1450 - 2067 5 1-3-1 10/26 $0.0445
20 gemini-3-flash-preview (high) 1755 ~1479 127 1505 - 2004 18 14-4-0 12/25 $2.4565
21 gpt-6.1-sol (high) 1740 ~1468 137 1471 - 2008 9 5-3-1 09/26 ~$0.3813
22 survival-bot 1669 N/A 45 1581 - 1757 114 39-41-34 - -
23 gpt-3.5-turbo-instruct 🥇 1643 N/A 50 1545 - 1741 118 56-23-39 09/23 $0.0361
24 maia-1100 * 1628 N/A N/A N/A 537 428-71-38 - -
25 gpt-5.6-sol (high) 1587 N/A 87 1416 - 1758 23 12-7-4 07/26 ≥$1.1980
26 gpt-5.6-luna (xhigh) 1585 N/A 114 1362 - 1808 17 12-4-1 07/26 ≥$0.9223
27 deepseek-v4-flash-0731 (high) 1584 N/A 122 1346 - 1822 13 9-4-0 07/26 $0.2416
28 gpt-5.6-sol (medium) 1507 N/A 100 1311 - 1704 21 11-7-3 07/26 ≥$0.9863
29 gpt-5.6-sol (xhigh) 1495 N/A 103 1293 - 1697 17 8-6-3 07/26 ≥$1.5602
30 gemini-3.8-flash (medium) 1453 N/A 216 1030 - 1877 12 6-6-0 09/26 $0.1023
31 grok-4.1-fast Retired 1445 N/A 58 1331 - 1558 65 29-30-6 11/25 $0.3571
32 gpt-5.1 (high) 1430 N/A 78 1277 - 1582 39 16-18-5 11/25 $3.2021
33 deepseek-v4-flash-0731 (max) 1417 N/A 128 1165 - 1669 11 6-5-0 07/26 $0.2317
34 gpt-6.1-sol (medium) 1390 N/A 190 1018 - 1762 5 3-2-0 09/26 ~$0.2230
35 o3 1334 N/A 130 1079 - 1589 27 17-9-1 04/25 $1.6340
36 deepseek-v4.1-flash (high) 1270 N/A 186 906 - 1635 3 1-2-0 09/26 $0.3713
37 grok-4-fast 1269 N/A 66 1139 - 1399 52 24-23-5 09/25 $0.3032
38 gpt-5.6-terra (xhigh) 1250 N/A 108 1040 - 1461 18 7-5-6 07/26 ≥$0.8126
39 gpt-5.6-sol (low) 1225 N/A 97 1035 - 1414 23 10-10-3 07/26 ≥$0.4972
40 claude-fable-5.2 (medium) 1198 N/A 348 515 - 1881 1 0-1-0 11/26 ~$1.1715
41 claude-opus-5.5 (medium) 1197 N/A 347 517 - 1876 2 0-2-0 09/26 ~$0.4073
42 claude-opus-4.6 (medium) 1174 N/A 318 551 - 1798 5 4-1-0 02/26 $1.4881
43 claude-fable-5.1 (high) 1164 N/A 280 615 - 1714 4 0-4-0 09/26 ≥$1.3518
44 gpt-5.4 (high) 1148 N/A 98 956 - 1339 30 13-11-6 03/26 ≥$0.9090
45 gpt-5 (medium) 1085 N/A 203 688 - 1482 22 17-4-1 08/25 $2.5053
46 grok-4.3 (high) 1081 N/A 255 581 - 1581 2 0-2-0 04/26 $0.3861
47 gpt-5.2 (high) 1072 N/A 97 882 - 1261 62 44-13-5 12/25 $1.3418
48 claude-opus-4.5 (high) 1010 N/A 181 657 - 1364 17 6-11-0 11/25 $4.0983
49 kimi-k2-thinking 965 N/A 258 460 - 1471 1 0-1-0 11/25 $0.5088
50 grok-4.3 (medium) 936 N/A 213 518 - 1354 5 0-5-0 04/26 $0.3740
51 deepseek-v4-flash (max) 920 N/A 148 630 - 1211 15 12-2-1 04/26 $0.2658
52 gpt-5.6-luna (high) 735 N/A 125 490 - 980 14 8-5-1 07/26 ≥$0.4377
53 gpt-oss-120b (high) 681 N/A 72 539 - 823 52 26-18-8 08/25 $0.0875
54 gpt-5.4 (minimal) 667 N/A 254 169 - 1166 3 2-1-0 03/26 $1.1049
55 gpt-5.2-chat 658 N/A 69 523 - 793 75 29-34-12 12/25 $0.5170
56 gemini-3-flash-preview (low) 649 N/A 67 517 - 781 36 26-10-0 12/25 $0.1264
57 gpt-5.2 (no thinking) 645 N/A 57 534 - 757 68 35-24-9 12/25 $0.8860
58 gemini-3-pro-preview (medium) 623 N/A 73 480 - 766 34 25-9-0 11/25 $0.2616
59 gpt-5.6-terra (medium) 567 N/A 126 321 - 814 21 11-6-4 07/26 ≥$0.4020
60 gpt-5.1-chat 546 N/A 45 458 - 634 295 233-54-8 11/25 $0.1604
61 gemini-2.5-flash (thinking) 546 N/A 166 221 - 870 3 0-3-0 06/25 $0.0851
62 gpt-5.5 (low) 523 N/A 55 414 - 631 47 26-14-7 04/26 ≥$0.5045
63 gpt-oss-120b (medium) 516 N/A 62 394 - 637 82 32-41-9 08/25 $0.0243
64 gpt-5.6-terra (high) 506 N/A 112 287 - 725 17 7-7-3 07/26 ≥$0.4879
65 gpt-5.5 (xhigh) 501 N/A 72 359 - 643 55 24-29-2 04/26 ≥$4.1982
66 gpt-5.1 (no thinking) 487 N/A 58 373 - 600 59 28-29-2 11/25 $0.2062
67 gpt-5.6-terra (low) 472 N/A 103 271 - 674 16 5-9-2 07/26 ≥$0.1628
68 gpt-5.5 (medium) 464 N/A 59 348 - 580 41 17-16-8 04/26 ≥$0.7919
69 gpt-5.6-luna (low) 457 N/A 120 221 - 693 13 4-9-0 07/26 ≥$0.0912
70 o4-mini-high 408 N/A 209 -2 - 818 4 1-3-0 04/25 $0.9237
71 random-bot * 400 N/A N/A N/A 2003 1458-485-60 - -
72 deepseek-chat-v3.1 (thinking) 399 N/A 349 -285 - 1082 3 0-3-0 08/25 $0.0847
73 gpt-5.5 (high) 378 N/A 61 258 - 498 38 12-19-7 04/26 ≥$1.0637
74 gemini-2.5-flash (no thinking) 361 N/A 45 272 - 449 287 193-92-2 06/25 $0.0025
75 gemini-2.5-pro (default) 345 N/A 62 223 - 468 48 18-30-0 06/25 $0.7138
76 gemini-3-flash-preview (minimal) 328 N/A 78 176 - 480 20 8-12-0 12/25 $0.0163
77 deepseek-v4-pro (max) 310 N/A 219 -119 - 739 3 2-1-0 04/26 $0.4180
78 gpt-5.6-luna (medium) 307 N/A 113 85 - 528 17 4-12-1 07/26 ≥$0.1372
79 claude-opus-4.1 (no thinking) 303 N/A 45 215 - 391 202 147-55-0 08/25 $0.1578
80 claude-opus-4 (no thinking) 292 N/A 45 204 - 380 202 146-54-2 05/25 $0.1890
81 gpt-5-chat 256 N/A 45 167 - 344 361 233-128-0 08/25 $0.0082
82 gemini-2.0-flash-001 253 N/A 45 164 - 341 295 182-112-1 02/25 $0.0006
83 mimo-v2-flash (medium) 235 N/A 92 54 - 416 17 3-12-2 02/26 $0.0888
84 deepseek-v4-flash (high) 225 N/A 247 -259 - 709 1 0-1-0 04/26 $0.1200
85 gpt-5 (no thinking) 220 N/A 61 100 - 340 54 19-35-0 08/25 $0.0200
86 gpt-5 (minimal) 201 N/A 45 112 - 289 214 138-76-0 08/25 $0.0075
87 gemini-3.1-flash-lite-preview 193 N/A 85 27 - 359 20 4-16-0 03/26 $0.0082
88 gpt-oss-120b (low) 188 N/A 62 67 - 308 45 9-34-2 - $0.0106
89 claude-opus-4.5 (no thinking) 175 N/A 76 26 - 324 30 6-24-0 11/25 $0.5156
90 gpt-5.4 (no thinking) 172 N/A 144 -110 - 455 8 4-4-0 03/26 $0.0195
91 claude-haiku-4.5 (thinking) 160 N/A 167 -168 - 487 5 2-3-0 10/25 $2.8806
92 gemma-4-31b-it (high) 159 N/A 212 -256 - 574 2 0-2-0 04/26 $0.0276
93 claude-sonnet-4 (thinking) 158 N/A 209 -252 - 568 6 0-6-0 05/25 $1.5596
94 claude-sonnet-4.5 (thinking) 157 N/A 209 -253 - 568 6 0-6-0 09/25 $3.3296
95 o1 148 N/A 58 33 - 262 83 55-28-0 12/24 $1.6262
96 gpt-4.1 (minimal) 122 N/A 45 34 - 210 204 121-83-0 04/25 $0.0100
97 claude-sonnet-4.5 (no thinking) 107 N/A 45 19 - 196 201 114-87-0 09/25 $0.0256
98 deepseek-r1-0528 (high) 104 N/A 229 -346 - 553 4 1-3-0 05/25 ~$0.2497
99 gpt-5.5 (no thinking) 103 N/A 98 -90 - 295 20 2-17-1 04/26 $0.0637
100 grok-3-mini 44 N/A 69 -90 - 179 96 21-75-0 06/25 $0.0421
101 claude-sonnet-4 (no thinking) 34 N/A 45 -54 - 122 199 101-98-0 05/25 $0.0162
102 claude-opus-4.6 (no thinking) 7 N/A 142 -271 - 285 9 0-9-0 02/26 $0.4140
103 gpt-4 6 N/A 45 -82 - 95 204 96-108-0 03/23 $0.1509
104 qwen3-max 2 N/A 50 -96 - 100 101 28-73-0 09/25 $0.0067
105 claude-3.5-sonnet -16 N/A 45 -104 - 73 195 89-106-0 06/24 $0.0526
106 grok-3 -28 N/A 45 -116 - 61 203 88-115-0 02/25 $0.0156
107 claude-opus-4.7 (no thinking) -48 N/A 303 -642 - 545 1 0-1-0 04/26 $0.0625
108 deepseek-r1-0528 -48 N/A 303 -642 - 545 3 0-3-0 05/25 $0.1434
109 deepseek-r1 -48 N/A 303 -642 - 545 5 0-5-0 01/25 $0.0816
110 deepseek-v4-pro (high) -48 N/A 303 -642 - 545 1 0-1-0 04/26 $0.0084
111 gpt-4o-2024-11-20 -53 N/A 45 -141 - 35 211 90-121-0 11/24 $0.0087
112 deepseek-v3.2 (thinking) -55 N/A 193 -434 - 324 8 1-7-0 12/25 $0.3370
113 claude-3-opus -68 N/A 45 -156 - 20 193 75-118-0 03/24 -
114 claude-3.7-sonnet (thinking) -80 N/A 277 -622 - 462 6 0-6-0 02/25 $2.2045
115 deepseek-v4-flash (no thinking) -81 N/A 275 -620 - 457 1 0-1-0 04/26 $0.0002
116 claude-3.7-sonnet (no thinking) -83 N/A 45 -171 - 5 208 87-121-0 02/25 $0.0187
117 deepseek-v4-pro (no thinking) -102 N/A 207 -508 - 305 3 1-2-0 04/26 $0.0009
118 kimi-k2 -138 N/A 45 -227 - -50 289 109-180-0 07/25 $0.0029
119 deepseek-v3.2 (no thinking) -166 N/A 92 -347 - 14 68 7-61-0 12/25 $0.0011
120 llama-4-maverick -171 N/A 45 -259 - -83 392 111-281-0 04/25 $0.0017
121 deepseek-chat-v3-0324 -181 N/A 45 -269 - -92 273 95-178-0 03/25 $0.0009
122 kimi-k2-0905 -193 N/A 45 -281 - -105 277 85-192-0 09/25 $0.0015
123 deepseek-v4-flash-0731 (no thinking) -199 N/A 286 -761 - 362 1 0-1-0 07/26 $0.0002
124 kimi-k2.5 (no thinking) -202 N/A 163 -521 - 118 11 1-10-0 01/26 $0.0006
125 gpt-4-turbo -209 N/A 45 -297 - -121 199 65-134-0 04/24 $0.0596
126 gemma-4-31b-it (no thinking) -217 N/A 177 -564 - 131 4 0-4-0 04/26 $0.0003
127 kat-coder-pro -222 N/A 84 -387 - -57 26 6-20-0 11/25 -
128 glm-4.6 (thinking) -226 N/A 82 -386 - -66 45 9-36-0 09/25 $0.0252
129 deepseek-v3.2-exp (no thinking) -235 N/A 45 -323 - -147 226 69-157-0 09/25 $0.0011
130 deepseek-v3.1-terminus (no thinking) -242 N/A 45 -330 - -153 136 66-70-0 09/25 $0.0003
131 gpt-3.5-turbo-0613 -250 N/A 45 -338 - -162 259 72-187-0 06/23 $0.0056
132 deepseek-r1-distill-qwen-32b -265 N/A 77 -415 - -115 35 11-24-0 01/25 $0.0054
133 mistral-medium-3 -275 N/A 45 -363 - -187 279 81-198-0 05/25 $0.0015
134 glm-4.6 (no thinking) -296 N/A 45 -385 - -208 269 65-204-0 09/25 $0.0108
135 deepseek-chat-v3.1 (no thinking) -324 N/A 45 -412 - -236 282 70-212-0 08/25 $0.0008
136 claude-haiku-4.5 (no thinking) -326 N/A 45 -414 - -238 90 26-64-0 10/25 $0.0028
137 qwen3-235b-a22b-2507 -368 N/A 78 -520 - -215 50 7-43-0 07/25 $0.0001
138 gpt-5-mini (minimal) -386 N/A 45 -475 - -298 243 44-199-0 08/25 $0.0010
139 llama-3.3-70b-instruct -500 N/A 45 -588 - -412 369 37-332-0 12/24 $0.0002
140 mimo-v2-flash (no thinking) -500 N/A 85 -667 - -333 26 3-23-0 02/26 $0.0001
141 gpt-3.5-turbo -500 N/A 45 -588 - -412 299 15-284-0 11/22 $0.0012

👑 = Top-rated LLM

🥇 = Top-rated non-reasoning LLM

* = Anchor player (fixed rating, used for calibration)

Greyed rows = Rating still preliminary (needs more games)

FIDE Est. = Estimated FIDE rating based on ChessGoals.com survey data

RD = Rating Deviation (uncertainty in rating)

95% CI = 95% Confidence Interval

Legal% = Percentage of moves that were legal on first attempt

$/Game = Average cost per game based on provider pricing; ~ marks an estimate; ≥ marks a lower bound with missing usage