LMArena 人类偏好榜

LMArena (Chatbot Arena)

用户对两个匿名模型的回答盲选,按胜率用 Bradley-Terry 折算成 Elo;量的是「人觉得哪个更好用」,不是答对率。

收录成绩 418 个模型 Elo 分 · 数据日期 2026-10-28 23:31

本页收录 418 个模型的Elo 分成绩,榜首是 Gemini 4 Argon (High)(1526), 榜内平均 1308.4。 这份数据的时间是 2026-10-28 23:31(北京时间)。

收录条数 418 各榜官方公布,条条可回查
主指标 Elo 分 用户对两个匿名模型的回答盲选,按胜率用 Bradley-Terry 折算成 Elo;量的是「人觉得哪个更好用」,不是答对率。
平均分 1308.4 同榜内直接可比
数据日期 2026-10-28 23:31 这一批成绩的公布时间

Elo 分 排名

LMArena / UC Berkeley · 418 个模型

名次与分数均取自官方榜单,与官方一致。条形长度按当前这些成绩里的最大值算,领跑那条填满整列,其余按比例缩短(灰斜纹是「额外真实缺陷」,只与同列比、不与分数比)。官方没给的数据显示「—」。

LMArena 人类偏好榜 Elo 分排名
名次模型投票数95% 区间(±)Elo 分
1 Gemini 4 Argon (High) 10,083 6.6 1526
2 Claude Opus 5.5 (High) 10,322 6.8 1516
3 Claude Fable 5.1 (Max) 16,343 5.9 1513
4 Claude Opus 5 (Max) 34,526 4.7 1508
5 Claude Opus 5 (High) 71,020 3.6 1503
6 Claude Opus 4.6 (High) 83,454 3.3 1501
7 Muse Wonder (Max) 6,001 8.1 1501
8 Gemini 3.8 Flash (High) 43,997 4.5 1498
9 Claude Opus 4.6 88,206 3.2 1497
10 Muse Spark 1.3 (Max) 20,506 5.3 1491
11 MiMo-V2.6-Pro 4,067 9.3 1491
12 Claude Fable 5 (High) 44,253 4.2 1491
13 Claude Opus 4.7 (High) 65,140 3.7 1490
14 Gemini 3.7 Flash (High) 30,501 4.7 1490
15 Qwen3.8-Max 30,500 4.8 1484
16 Claude Opus 4.7 66,183 3.7 1483
17 Muse Spark 1.2 (xHigh) 10,470 6.6 1482
18 Gemini 3.5 Flash (High) 48,504 3.9 1482
19 Gemini 3.1 Pro Preview 130,819 2.9 1480
20 Gemini 3.6 Flash (High) 36,102 4.4 1480
21 Gemini 3 Pro 42,054 3.8 1479
22 Muse Spark 1.1 46,121 4.1 1478
23 Gemini 3.5 Flash (Medium) 47,271 4.1 1478
24 Qwen3.7-Max-Preview 3,941 9.7 1475
25 Kimi K3 (Max) 35,379 4.5 1475
26 Muse Spark 14,147 5.7 1474
27 GLM-5.3 (Max) 25,144 5 1474
28 Claude Sonnet 5.5 (xHigh) 8,977 7 1473
29 GLM-5.3-Flash 38,359 4.7 1472
30 GPT-5.5 (High) 69,375 3.7 1472
31 Qwen3.5-Max-Preview 22,601 4.9 1470
32 GLM-5.2 (Max) 52,283 4.1 1470
33 GPT-5.4 (High) 64,757 3.7 1469
34 ERNIE 5.1 39,474 4.5 1468
35 GPT-5.5 70,998 3.7 1467
36 Gemini 3 Flash 31,313 4.3 1466
37 DeepSeek-V4.1-Flash-20260910 (Max) 13,750 6 1464
38 MiMo-V2.5-Pro 77,883 3.5 1464
39 GLM-5.1 65,402 3.5 1463
40 Claude Opus 4.8 (High) 64,096 3.9 1461
41 Claude Sonnet 4.6 70,953 3.5 1458
42 Gemini 2.5 Pro 125,316 2.4 1458
43 GPT-5.6 Sol (xHigh) 42,713 4.3 1457
44 Kimi K2.6 40,026 4.4 1455
45 Qwen3.7-Plus 42,058 4.3 1455
46 Claude Opus 4.8 65,208 3.8 1454
47 GPT-5.4 67,855 3.7 1452
48 MiMo-V2.6-Flash 13,730 6 1452
49 DeepSeek-V4-Pro 57,588 3.9 1451
50 Claude Opus 4.5 (20251101) 72,850 3.1 1451
51 Grok 4.20 Beta (Reasoning, 0309) 66,418 3.7 1451
52 Grok 4.20 Multi-Agent Beta (0309) 64,928 3.7 1451
53 amazon-nova-experimental-chat (26-02-10) 3,522 9.6 1449
54 Dola Seed 2.0 Pro 79,130 3.3 1448
55 GPT-5.6 Terra (xHigh) 46,470 4.1 1448
56 Claude Opus 4.5 (High, 32K, 20251101) 37,485 3.8 1448
57 Grok 4.5 39,880 4.3 1448
58 Qwen3.6-Max-Preview 5,423 8.2 1447
59 GLM-5 29,267 4.2 1446
60 DeepSeek-V4-Pro (High, 20260813) 9,797 6.6 1446
61 Kimi K2.5 (Thinking) 74,744 3.3 1445
62 DeepSeek-V4-Pro Preview (High) 54,896 3.9 1445
63 NVIDIA-Nemotron-3-Ultra-550B-A55B (NVFP4) 11,557 6.9 1445
64 ERNIE 5.0 (0110) 36,481 3.9 1445
65 Grok 4.20 Beta 1 27,914 4.5 1445
66 GPT-6.1 Sol (Max) 8,305 7.3 1444
67 Gemma 4 31B 6,137 7.4 1443
68 GPT-5.1 (High) 41,646 3.7 1443
69 ERNIE-5.0-Preview (1203) 9,805 6.5 1443
70 Gemini 3 Flash (Minimal) 90,998 3 1442
71 Claude Sonnet 5 (High) 51,784 4 1442
72 Inkling 43,705 4.2 1442
73 GPT-6 Astra (Max) 14,076 6 1442
74 Step 5 Preview 9,792 6.6 1442
75 GLM-4.6 35,818 3.9 1440
76 Qwen3.8-27B 26,238 4.9 1440
77 Qwen3-Max-Preview 27,367 4.5 1439
78 GPT-5.2 Chat (20260210) 35,982 4 1438
79 Claude Sonnet 4.5 (20250929) 82,650 2.9 1438
80 Hy3 13,220 6 1438
81 Qwen3.5-397B-A17B 96,206 3 1438
82 GLM-5V-Turbo 10,477 6.4 1438
83 Qwen3.6-Plus 48,142 4.1 1436
84 Grok 4.1 (Thinking) 66,479 3.1 1436
85 MiMo-V2-Pro 25,435 4.6 1436
86 Grok 4.1 68,621 3.1 1436
87 GLM-4.7 12,245 6 1435
88 Gemini 3.5 Flash-Lite 35,829 4.5 1435
89 Claude Sonnet 4.5 (High, 32K, 20250929) 83,906 2.8 1435
90 Gemma 4 26B A4B 6,092 7.4 1434
91 DeepSeek-V4-Flash 51,982 4 1432
92 Mistral Large 4 10,331 6.4 1432
93 MiniMax-M3 67,030 3.7 1432
94 GPT-5.6 Luna (xHigh) 41,426 4.3 1431
95 GLM-4.5 23,791 4.9 1430
96 ERNIE-5.0-Preview (1022) 4,754 8.8 1430
97 Grok 4.6 (High) 32,189 4.7 1430
98 ChatGPT-4o Latest (20250326) 81,905 2.8 1428
99 Mistral Large 3 86,928 2.8 1428
100 MiMo-V2.5 47,364 4.2 1428
101 DeepSeek-R1 (0528) 18,170 5.7 1428
102 LongCat-Flash-Chat Exp (2602) 29,275 4.5 1427
103 Beam 1.0 501B A23B 4,237 9.3 1426
104 Grok 3 Preview (02-24) 32,498 4.3 1425
105 DeepSeek-V3.2-Exp (Thinking) 8,994 6.6 1425
106 DeepSeek-V3.2 48,090 3.5 1425
107 DeepSeek-V4-Flash Preview (High) 51,781 4.1 1424
108 Mistral Medium 3.1 (2508) 95,285 2.6 1424
109 MiMo-V2-Omni 20,618 5.5 1423
110 LongCat-Flash-Chat 11,166 6.4 1423
111 GPT-5.1 44,419 3.6 1422
112 DeepSeek-V3.2-Exp 11,997 6.3 1422
113 Mistral Medium 3.5 11,791 6.4 1421
114 Kimi K2.5 (Instant) 8,371 6.5 1420
115 Qwen3-VL-235B-A22B-Instruct 11,312 6.5 1420
116 DeepSeek-V3.2 (Thinking) 42,042 3.6 1420
117 DeepSeek-V3.1 14,607 6 1420
118 amazon-nova-experimental-chat (12-10) 3,728 9.4 1420
119 DeepSeek-V3.1-Terminus (Thinking) 3,375 10.1 1419
120 GPT-5.5 Instant 27,163 4.9 1419
121 Claude Opus 4.1 (Thinking 16K, 20250805) 49,536 3.5 1419
122 Qwen3-235B-A22B-Instruct (2507) 98,096 2.5 1419
123 Claude Opus 4.1 (20250805) 77,211 3 1419
124 Qwen3.5-122B-A10B 29,716 4.3 1418
125 GPT-4.5 Preview (2025-02-27) 14,547 5.7 1417
126 DeepSeek-V3.1-Terminus 3,608 9.7 1417
127 Qwen3-Next-80B-A3B-Instruct 22,755 4.7 1417
128 Gemini 2.5 Flash 125,462 2.4 1417
129 DeepSeek-V3.1 (Thinking) 11,454 6.6 1417
130 GPT-5.2 (High) 49,643 3.5 1416
131 Gemini 3.1 Flash-Lite Preview 64,209 3.6 1416
132 amazon-nova-experimental-chat (11-10) 26,031 4.2 1415
133 Qwen3-235B-A22B-Thinking (2507) 8,821 6.5 1415
134 Kimi K2 Thinking Turbo 63,348 3.1 1414
135 Inkling-Small 35,359 4.5 1413
136 Qwen3-Max (2025-09-23) 9,027 6.5 1413
137 GPT-5.2 83,828 3.1 1412
138 GPT-5.4 mini (High) 63,451 3.7 1412
139 Grok 4 (0709) 39,679 3.9 1411
140 MiMo-V2-Flash (Non-Thinking) 48,069 3.4 1411
141 o3 (2025-04-16) 58,894 3.6 1410
142 Qwen3.5-27B 28,661 4.3 1409
143 Grok 4.1 Fast (Reasoning) 57,526 3.2 1408
144 Grok 4 Fast (Non-Reasoning) 6,337 7.8 1407
145 Gemini 2.5 Flash Preview (09-2025) 32,982 4 1406
146 GPT-5 (High) 31,712 4.4 1406
147 Hunyuan Vision 1.5 Thinking 2,168 12.4 1406
148 NVIDIA-Nemotron-3.5-Super-VL-120B-A12B (NVFP4) 4,176 9.3 1405
149 MiniMax-M2.7 87,731 3.3 1405
150 GPT-5 Chat 31,183 4.3 1403
151 Step-3.5-Flash 60,329 3.5 1403
152 Hy3 preview 6,875 7.4 1401
153 Claude Haiku 5.5 (High) 6,080 8.3 1401
154 Qwen3-VL-235B-A22B-Thinking 7,855 6.8 1401
155 Hunyuan T1 (20250711) 4,595 8.6 1401
156 Grok 4 Fast (Reasoning) 18,267 5 1400
157 GPT-6 Sol (Max) 14,707 6 1398
158 Grok 4.7 (xHigh) 14,693 5.9 1398
159 Qwen3.5-Flash 61,802 3.6 1397
160 Grok 4.3 71,348 3.6 1397
161 Claude Haiku 4.5 (20251001) 152,393 2.4 1397
162 amazon-nova-experimental-chat (26-01-10) 3,537 9.6 1396
163 MiMo-V2-Flash (Thinking) 11,140 6.1 1395
164 Qwen3.5-35B-A3B 30,443 4.2 1395
165 amazon-nova-experimental-chat (10-20) 11,621 6.1 1394
166 Qwen3-235B-A22B (Non-Thinking) 37,485 4.5 1393
167 MiniMax-M2.1 Preview 17,230 5.1 1392
168 GPT-6 Luna (Max) 72,504 4.3 1390
169 Muse Glimmer 3,889 9.7 1389
170 GPT-5.3 Chat 34,324 4.2 1389
171 Solar Pro 4 24,453 5.1 1388
172 Qwen3-30B-A3B-Instruct (2507) 23,306 4.9 1384
173 GLM-4.5-Air 30,646 4.2 1384
174 GPT-4.1 (2025-04-14) 50,302 3.7 1383
175 Kimi K2 Preview (0905) 11,586 6.5 1380
176 Gemini 2.5 Flash-Lite Preview (Non-Thinking, 09-2025) 47,420 3.4 1379
177 NVIDIA-Nemotron-3-Super-120B-A12B 7,869 7.1 1378
178 Hunyuan TurboS (20250416) 10,623 6.4 1377
179 Claude Opus 4 (Thinking 16K, 20250514) 35,908 4.4 1377
180 GLM-4.6V 2,831 11.1 1376
181 DeepSeek-V3 (0324) 44,974 3.9 1375
182 GPT-5 mini (High) 26,799 4.6 1373
183 DeepSeek-R1 18,524 4.8 1373
184 GPT-5.4 nano (High) 62,375 3.8 1372
185 Kimi K2 Preview (0711) 27,136 4.9 1371
186 Mistral Medium 3 (2505) 32,776 4.7 1370
187 Grok 3 Mini (High) 15,591 5.4 1369
188 Gemini 2.5 Flash-Lite Preview (Thinking, 06-17) 32,380 4.5 1369
189 Qwen3-Next-80B-A3B-Thinking 13,473 5.8 1368
190 Qwen2.5-Max 32,487 4.1 1367
191 Qwen3-235B-A22B 25,949 4.7 1366
192 Claude Opus 4 (20250514) 43,036 4.3 1366
193 o1 (2024-12-17) 27,807 4.5 1366
194 gpt-oss-120b 30,207 4.3 1366
195 Grok 3 Mini Beta 20,929 5.1 1364
196 amazon-nova-experimental-chat (10-09) 2,781 10.9 1364
197 Amazon Nova 2 Lite 12,410 6 1362
198 Ling-flash-2.0 6,953 7.2 1361
199 Granite 4.2 30B 3,407 10.4 1361
200 MiniMax-M2.5 42,791 3.9 1359
201 Gemma 3 27B IT 46,665 3.7 1358
202 Qwen3-Coder-480B-A35B-Instruct 25,192 5 1357
203 INTELLECT-3 5,432 8.2 1356
204 Mercury 2 3,193 10.4 1355
205 Gemini 2.0 Flash (001) 43,443 3.7 1354
206 o4-mini (2025-04-16) 44,851 4 1353
207 o1-preview 31,122 5 1353
208 Claude Sonnet 4 (Thinking 32K, 20250514) 34,135 4.5 1351
209 GLM-4.7-Flash 12,013 5.7 1351
210 Step-3 6,295 7.4 1350
211 NVIDIA-Nemotron-3-Nano-30B-A3B (BF16) 15,765 5.4 1348
212 MiniMax-M1 34,299 4.3 1343
213 GPT-4.1 mini (2025-04-14) 38,701 4.3 1341
214 MiniMax-M2 6,855 7.7 1340
215 Trinity Large Thinking 30,307 4.6 1340
216 Qwen3-32B 3,926 9.3 1340
217 Claude Sonnet 4 (20250514) 39,167 4.4 1339
218 Trinity Large Preview 31,246 4.2 1339
219 Llama 3.3 Nemotron Super 49B v1.5 3,328 10 1338
220 Mistral Small 3.2 (2506) 17,454 5.2 1338
221 o3-mini (High) 18,589 5.2 1337
222 Step-1o Turbo (202506) 8,904 6.9 1336
223 Gemma 3 12B IT 3,829 9.4 1334
224 Ring-flash-2.0 6,987 7.2 1334
225 GLM-4.5V 4,821 8.4 1333
226 DeepSeek-V3 21,770 4.7 1332
227 Command A (03-2025) 55,758 3.4 1331
228 GLM-4-Plus (0111) 5,760 8.4 1331
229 NVIDIA-Nemotron-3.5-Lightning-30B-A3B (NVFP4) 22,498 5.4 1331
230 Gemini 2.0 Flash-Lite Preview (02-05) 24,955 4.3 1330
231 QwQ-32B 25,174 4.4 1329
232 Qwen-Plus (0125) 5,819 8.3 1326
233 Step-2 16K Exp (202412) 4,833 8.5 1321
234 GPT-5 nano (High) 8,134 6.8 1320
235 Hunyuan TurboS (20250226) 2,220 11.7 1320
236 Llama 3.1 Nemotron Ultra 253B v1 2,549 11.5 1320
237 o3-mini 56,742 3.5 1319
238 Granite 4.2 8B 3,259 11.1 1319
239 Gemini 1.5 Pro (002) 55,606 3.4 1319
240 o1-mini 51,981 3.6 1317
241 Qwen3-30B-A3B 26,155 4.7 1317
242 Claude 3.7 Sonnet (Thinking 32K, 20250219) 38,158 4.2 1314
243 Hunyuan Turbo (0110) 2,290 11.4 1311
244 Olmo 3.1 32B Instruct 11,805 6.1 1311
245 Llama 3.3 Nemotron Super 49B v1 2,218 12 1308
246 Gemma 3n E4B IT 22,142 5.2 1306
247 Grok 2 (2024-08-13) 63,498 3.7 1305
248 Yi Lightning 27,332 4.9 1302
249 GPT-4o (2024-05-13) 112,881 3.4 1300
250 Olmo 3 32B Think 5,825 8.2 1300
251 Claude 3.7 Sonnet (20250219) 42,572 4 1299
252 Qwen2.5-Plus (1127) 10,187 6.3 1299
253 Claude 3.5 Sonnet (20241022) 87,771 3.2 1298
254 DeepSeek-V2.5 (1210) 6,795 8.2 1294
255 Granite 4.2 3B 3,260 11.5 1294
256 Athene V2 Chat 24,739 4.5 1291
257 Gemma 3 4B IT 4,171 9.2 1291
258 Granite 4.1 8B 4,177 9.9 1291
259 GLM-4-Plus 26,126 4.9 1290
260 Molmo 2 8B 823 20.7 1288
261 Hunyuan Large (2025-02-10) 3,738 9.7 1288
262 gpt-oss-20b 10,417 6.4 1287
263 Llama 4 Maverick 17B 128E Instruct 39,444 4.3 1287
264 Gemini 1.5 Flash (002) 34,902 4.2 1287
265 GPT-4o mini (2024-07-18) 68,705 3.5 1286
266 GPT-4.1 nano (2025-04-14) 6,103 7.6 1285
267 Llama 3.1 405B Instruct (BF16) 41,375 3.7 1284
268 Llama 3.1 Nemotron 70B Instruct 7,140 7.7 1283
269 GPT-4o (2024-08-06) 45,499 4.2 1283
270 Mercury 1,964 13.7 1282
271 Qwen-Max (0919) 16,478 5.7 1282
272 Llama 3.1 405B Instruct (FP8) 59,656 3.6 1282
273 Claude 3.5 Sonnet (20240620) 82,419 3.4 1281
274 Grok 2 mini (2024-08-13) 52,567 3.7 1281
275 Llama 4 Scout 17B 16E Instruct 29,830 4.7 1279
276 Gemini Advanced (0514) 50,148 5.1 1279
277 Mistral Small 3.1 24B Instruct (2503) 32,721 4.5 1277
278 Llama 3.3 70B Instruct 54,493 3.5 1274
279 Hunyuan Standard (2025-02-10) 3,904 9.6 1274
280 Gemini 1.5 Pro (001) 79,138 4 1273
281 GPT-4 Turbo (2024-04-09) 98,114 3.9 1272
282 Olmo 3.1 32B Think 8,299 7.2 1271
283 DeepSeek-V2.5 24,572 4.7 1271
284 Qwen2.5-72B-Instruct 39,406 4.1 1269
285 Mistral Large 2 (2407) 45,459 3.9 1266
286 Mistral Large (2411) 28,073 4.4 1265
287 Athene 70B (0725) 19,621 5.6 1265
288 GPT-4 Turbo Preview (1106) 100,105 3.9 1263
289 Hunyuan Large Vision 5,283 9.2 1263
290 GPT-4 Turbo Preview (0125) 93,439 4.1 1262
291 Claude 3 Opus (20240229) 194,909 3 1262
292 Llama 3.1 70B Instruct 55,240 3.7 1261
293 Amazon Nova Pro 1.0 24,745 4.5 1259
294 Llama 3.1 Tulu 3 70B 2,846 10.5 1256
295 Claude 3.5 Haiku (20241022) 69,055 3.2 1255
296 Magistral Medium (2506) 11,509 6.4 1255
297 Reka Core (20240904) 7,312 7.1 1248
298 Granite-4.0-H-Small 5,628 8.4 1242
299 Gemini 1.5 Flash (001) 62,833 4.5 1239
300 Jamba 1.5 Large 8,662 7.3 1237
301 Mistral Small 24B Instruct (2501) 14,681 5.9 1234
302 Gemma 2 27B IT 75,754 3.4 1231
303 Qwen2.5-Coder-32B-Instruct 5,432 8 1230
304 Command R+ (08-2024) 9,866 6.5 1229
305 Amazon Nova Lite 1.0 19,372 5.2 1228
306 Llama 3.1 Nemotron 51B Instruct 3,749 9.9 1228
307 Gemma 2 9B IT SimPO 10,072 6.8 1227
308 GLM-4 (0520) 9,788 6.9 1226
309 Gemini 1.5 Flash-8B (001) 35,558 4.3 1226
310 Nemotron-4 340B Instruct 19,659 5.3 1225
311 Aya Expanse 32B 27,124 4.9 1224
312 Llama 3 70B Instruct 156,876 3.6 1221
313 Claude 3 Sonnet (20240229) 109,284 4 1218
314 OLMo 2 32B Instruct (0325) 3,334 10.8 1218
315 Reka Flash (20240904) 7,536 6.9 1218
316 Phi-4 24,126 4.6 1217
317 Amazon Nova Micro 1.0 19,364 5.2 1208
318 Gemma 2 9B IT 54,611 3.8 1207
319 GPT-4 (0314) 54,173 4.7 1206
320 Command R+ 77,554 4.3 1204
321 Qwen2-72B-Instruct 37,325 4.9 1203
322 Hunyuan Standard 256K 2,728 11.6 1202
323 Claude 3 Haiku (20240307) 117,701 3.7 1195
324 Llama 3.1 Tulu 3 8B 2,896 10.5 1193
325 DeepSeek-Coder-V2 15,147 6.3 1191
326 Ministral 8B (2410) 4,781 9 1191
327 Command R (08-2024) 10,140 6.5 1187
328 Jamba 1.5 Mini 8,858 7.2 1187
329 Llama 3.1 8B Instruct 49,605 4.1 1187
330 GPT-4 (0613) 88,723 4 1186
331 Aya Expanse 8B 9,818 6.9 1185
332 Mistral Large (2402) 62,436 4.7 1176
333 Qwen1.5-110B-Chat 26,195 5.5 1175
334 Yi 1.5 34B Chat 24,146 5 1173
335 Reka Flash 21B (Online, 20240226) 15,450 7.3 1170
336 Qwen1.5-72B-Chat 39,302 5.2 1166
337 Llama 3 8B Instruct 104,642 3.7 1166
338 Mistral Medium 34,550 5.4 1165
339 Reka Flash 21B (20240226) 24,806 5.9 1165
340 Command R 54,036 4.7 1163
341 Mixtral 8x22B Instruct v0.1 51,416 4.5 1162
342 QwQ-32B-Preview 3,231 11.3 1162
343 InternLM2.5 20B Chat 9,901 7.1 1158
344 Gemma 2 2B IT 46,616 4 1156
345 Granite 3.1 8B Instruct 3,090 10.9 1149
346 Gemini Pro (Dev API) 18,354 7.2 1149
347 Zephyr ORPO 141B A35B v0.1 4,652 10.7 1144
348 Phi-3 Medium 4K Instruct 25,055 5.1 1138
349 Qwen1.5-32B-Chat 21,741 6.1 1137
350 Starling LM 7B Beta 16,056 7.3 1132
351 Mixtral 8x7B Instruct v0.1 73,503 4.2 1132
352 Gemini Pro 6,390 11.4 1131
353 Yi 34B Chat 15,483 6.8 1128
354 Qwen1.5-14B-Chat 17,839 7 1128
355 Granite 3.1 2B Instruct 3,188 11 1127
356 GPT-3.5 Turbo (0125) 66,207 4.7 1125
357 Tulu 2 DPO 70B 6,535 9.7 1121
358 WizardLM 70B 8,214 9.3 1119
359 DBRX Instruct Preview 32,191 6 1119
360 Llama 2 70B Chat 38,492 5.4 1115
361 Nous Hermes 2 Mixtral 8x7B DPO 3,777 11.8 1112
362 Phi-3 Small 8K Instruct 17,766 5.8 1110
363 Llama 3.2 3B Instruct 7,936 7.6 1110
364 Starling LM 7B Alpha 10,224 7.9 1108
365 OpenChat 3.5 (0106) 12,637 7.9 1107
366 Vicuna 33B 22,479 6.1 1105
367 DeepSeek LLM 67B Chat 4,932 11.5 1105
368 Snowflake Arctic Instruct 32,832 5.9 1101
369 Llama 2 70B SteerLM Chat 3,585 12.4 1098
370 OpenChat 3.5 7,968 9.6 1097
371 Granite 3.0 8B Instruct 6,638 8.5 1096
372 GPT-3.5 Turbo (1106) 16,619 8.7 1094
373 Gemma 1.1 7B IT 23,893 6 1094
374 OpenHermes 2.5 Mistral 7B 5,006 10.3 1092
375 Mistral 7B Instruct v0.2 19,402 6.5 1090
376 Llama 2 13B Chat 19,174 6.7 1084
377 Qwen1.5-7B-Chat 4,737 9.7 1083
378 SOLAR 10.7B Instruct v1.0 4,155 13 1083
379 Dolphin 2.2.1 Mistral 7B 1,679 15.3 1081
380 Phi-3 Mini 4K Instruct (June 2024) 12,297 6.3 1080
381 Granite 3.0 2B Instruct 6,837 8.2 1080
382 WizardLM 13B 7,044 9.2 1077
383 Phi-3 Mini 4K Instruct 20,118 6.3 1073
384 Zephyr 7B Beta 11,118 8.7 1069
385 MPT 30B Chat 2,572 12.1 1069
386 Code Llama 34B Instruct 7,366 8.8 1065
387 Zephyr 7B Alpha 1,785 15.7 1058
388 Vicuna 13B 19,367 6.6 1058
389 Code Llama 70B Instruct 1,143 18 1057
390 Gemma 7B IT 8,925 9.5 1056
391 Llama 3.2 1B Instruct 8,045 7.7 1055
392 Falcon 180B Chat 1,295 17 1054
393 Llama 2 7B Chat 14,148 7 1053
394 Guanaco 33B 2,921 12 1053
395 Qwen-14B-Chat 4,964 10.9 1051
396 Phi-3 Mini 128K Instruct 20,685 7.2 1050
397 SmolLM2 1.7B Instruct 2,199 14.1 1042
398 StripedHyena Nous 7B 5,182 10.9 1038
399 OLMo 7B Instruct 6,328 11 1032
400 Vicuna 7B 6,923 9.1 1031
401 PaLM 2 8,554 9.2 1027
402 Mistral 7B Instruct 8,977 9.2 1023
403 Gemma 1.1 2B IT 10,854 7.7 1022
404 Gemma 2B IT 4,780 11.5 1002
405 Qwen1.5-4B-Chat 7,597 9.2 997
406 Koala 13B 6,965 9.7 990
407 ChatGLM3 6B 4,658 11.6 972
408 GPT4All 13B Snoozy 1,743 15 956
409 MPT 7B Chat 3,924 11.7 955
410 RWKV-4 Raven 14B 4,845 11.2 948
411 ChatGLM2 6B 2,658 13.4 939
412 Alpaca 13B 5,745 11.3 933
413 ChatGLM 6B 4,914 12.2 918
414 OpenAssistant Pythia 12B 6,310 10.7 916
415 FastChat-T5 3B 4,203 12.2 894
416 StableLM Tuned Alpha 7B 3,287 12.5 867
417 Dolly 2.0 12B 3,412 13.2 851
418 LLaMA 13B 2,391 15.5 833

评分方式与读法

这份成绩怎么看
回到官方榜核对最稳
收录成绩418 个模型分数与名次按该榜官方公布的结果列出,同一模型的不同推理档位各占一行
主指标Elo 分用户对两个匿名模型的回答盲选,按胜率用 Bradley-Terry 折算成 Elo;量的是「人觉得哪个更好用」,不是答对率。
成绩时间2026-10-28 23:31这份成绩的日期(北京时间);官方不更新时这里也会停住
同榜内怎么看看分档比看名次稳相邻名次常常只差统计噪声,差 1–2 分不宜直接判定优劣
评分方式按官方原样列出,以官方榜为准官方调整评分方式时这里跟着变,旧成绩不作为结论
横向比模型配合模型智商榜一起看跨厂商综合分与降智趋势见 /model-iq,基准本身的说明见 /glossary

只取 overall(综合)维度,不含 coding / math / 多语言等子维度。 同一模型在多个发布日重复上榜时只保留最新一次。 区间(±)越宽说明票越少,名次越不可靠。 榜单发布日:2026-10-22

其它权威榜单

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成绩来自 LMArena(Chatbot Arena) 官方公开榜单,数据日期 2026-10-28 23:31。