排名Rank 名次区间Rank Range 模型Model 投票数Votes 精确分 & 区间Float Score & CI 方差Variance 价格 ($/1M)Price ($/1M) 上下文Context
🥇 1 - 3
claude-opus-5-max
Anthropic · Proprietary
1682±57.0
149 票votes 1682.000 [1625.0, 1739.0] 2.00 · 稳定Stable $5 / $25 1M
🥈 1 - 5
claude-opus-5-high
Anthropic · Proprietary
1655±41.0
273 票votes 1655.000 [1614.0, 1696.0] 4.00 · 稳定Stable $5 / $25 1M
🥉 1 - 5
kimi-k3-max
月之暗面 · Kimi K3 license
1641±33.0
551 票votes 1641.000 [1608.0, 1674.0] 4.00 · 稳定Stable $3 / $15 1M
4 2 - 6
claude-fable-5
Anthropic · Proprietary
1596±25.0
726 票votes 1596.000 [1571.0, 1621.0] 4.00 · 稳定Stable $10 / $50 1M
5 2 - 11
gpt-5.6-sol-xhigh (codex-harness)
OpenAI · Proprietary
1588±28.0
604 票votes 1588.000 [1560.0, 1616.0] 9.00 · 波动Unstable $5 / $30 1.1M
6 4 - 16
claude-opus-4-8-thinking
Anthropic · Proprietary
1562±19.0
1.1K 票votes 1562.000 [1543.0, 1581.0] 12.00 · 不稳Volatile $5 / $25 1M
7 5 - 18
claude-opus-4-7-thinking
Anthropic · Proprietary
1550±16.0
1.6K 票votes 1550.000 [1534.0, 1566.0] 13.00 · 不稳Volatile $5 / $25 1M
8 5 - 24
glm-5.2-max
智谱 ZAI · MIT
1543±24.0
762 票votes 1543.000 [1519.0, 1567.0] 19.00 · 不稳Volatile $1.40 / $4.40 1M
9 6 - 20
claude-opus-4-6-thinking
Anthropic · Proprietary
1542±16.0
1.8K 票votes 1542.000 [1526.0, 1558.0] 14.00 · 不稳Volatile $5 / $25 1M
10 6 - 26
claude-opus-4-8
Anthropic · Proprietary
1537±21.0
1.0K 票votes 1537.000 [1516.0, 1558.0] 20.00 · 不稳Volatile $5 / $25 1M
11 6 - 24
claude-opus-4-7
Anthropic · Proprietary
1537±17.0
1.5K 票votes 1537.000 [1520.0, 1554.0] 18.00 · 不稳Volatile $5 / $25 1M
12 5 - 30
gemini-3.6-flash
Google · Proprietary
1531±34.0Preliminary
393 票votes 1531.000 [1497.0, 1565.0] 25.00 · 不稳Volatile $1.50 / $7.50 1M
13 5 - 30
muse-spark-1.1
Meta · Proprietary
1530±31.0Preliminary
456 票votes 1530.000 [1499.0, 1561.0] 25.00 · 不稳Volatile $1.25 / $4.25 N/A
14 6 - 31
grok-4.5
SpaceXAI · Proprietary
1522±28.0
505 票votes 1522.000 [1494.0, 1550.0] 25.00 · 不稳Volatile $2 / $6 500K
15 5 - 40
hy3
腾讯 · Apache 2.0
1516±53.0
141 票votes 1516.000 [1463.0, 1569.0] 35.00 · 不稳Volatile $0.13 / $0.53 262.1K
16 7 - 35
seed-2.1-pro-preview
字节跳动 · Proprietary
1513±26.0Preliminary
636 票votes 1513.000 [1487.0, 1539.0] 28.00 · 不稳Volatile N/A N/A
17 8 - 30
claude-opus-4-6
Anthropic · Proprietary
1512±15.0
2.0K 票votes 1512.000 [1497.0, 1527.0] 22.00 · 不稳Volatile $5 / $25 1M
18 9 - 31
claude-sonnet-4-6
Anthropic · Proprietary
1508±14.0
2.1K 票votes 1508.000 [1494.0, 1522.0] 22.00 · 不稳Volatile $3 / $15 1M
19 7 - 38
gpt-5.6-luna-xhigh (codex-harness)
OpenAI · Proprietary
1505±36.0
292 票votes 1505.000 [1469.0, 1541.0] 31.00 · 不稳Volatile $0.20 / $1.20 1M
20 9 - 35
glm-5.1
智谱 ZAI · MIT
1503±22.0
829 票votes 1503.000 [1481.0, 1525.0] 26.00 · 不稳Volatile $1.40 / $4.40 202.8K
21 8 - 38
claude-sonnet-5-high
Anthropic · Proprietary
1500±29.0
504 票votes 1500.000 [1471.0, 1529.0] 30.00 · 不稳Volatile $2 / $10 1M
22 6 - 46
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1499±55.0
134 票votes 1499.000 [1444.0, 1554.0] 40.00 · 不稳Volatile $2.50 / $15 1.1M
23 11 - 36
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1498±21.0
1.3K 票votes 1498.000 [1477.0, 1519.0] 25.00 · 不稳Volatile $5 / $25 200K
24 11 - 38
gemini-3.5-flash-medium
Google · Proprietary
1493±23.0
723 票votes 1493.000 [1470.0, 1516.0] 27.00 · 不稳Volatile $1.50 / $9 1M
25 12 - 38
qwen3.7-max-20260517
阿里巴巴 · Proprietary
1492±22.0
873 票votes 1492.000 [1470.0, 1514.0] 26.00 · 不稳Volatile $1.48 / $4.42 1M
26 12 - 38
gpt-5.5-xhigh (codex-harness)
OpenAI · Proprietary
1487±17.0
1.4K 票votes 1487.000 [1470.0, 1504.0] 26.00 · 不稳Volatile $5 / $30 N/A
27 9 - 43
gpt-5.6-terra-xhigh (codex-harness)
OpenAI · Proprietary
1486±36.0
332 票votes 1486.000 [1450.0, 1522.0] 34.00 · 不稳Volatile $2 / $12 1M
28 9 - 43
gemini-3.5-flash
Google · Proprietary
1485±35.0
346 票votes 1485.000 [1450.0, 1520.0] 34.00 · 不稳Volatile $1.50 / $9 1M
29 12 - 40
minimax-m3
MiniMax · MiniMax Community License
1484±20.0
1.0K 票votes 1484.000 [1464.0, 1504.0] 28.00 · 不稳Volatile $0.60 / $2.40 N/A
30 12 - 39
kimi-k2.6
月之暗面 · Modified MIT
1484±19.0
1.2K 票votes 1484.000 [1465.0, 1503.0] 27.00 · 不稳Volatile $0.95 / $4 262.1K
31 17 - 40
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1476±16.0
1.6K 票votes 1476.000 [1460.0, 1492.0] 23.00 · 不稳Volatile N/A N/A
32 17 - 42
mimo-v2.5-pro
小米 · MIT
1471±17.0
1.4K 票votes 1471.000 [1454.0, 1488.0] 25.00 · 不稳Volatile $0.43 / $0.87 1.1M
33 20 - 49
deepseek-v4-pro-high-preview
DeepSeek · MIT
1458±18.0
1.3K 票votes 1458.000 [1440.0, 1476.0] 29.00 · 不稳Volatile $0.43 / $0.87 1M
34 17 - 57
qwen3.6-max-preview
阿里巴巴 · Proprietary
1454±35.0
334 票votes 1454.000 [1419.0, 1489.0] 40.00 · 不稳Volatile $1.03 / $6.16 262.1K
35 25 - 50
qwen3.6-plus
阿里巴巴 · Proprietary
1453±16.0
1.7K 票votes 1453.000 [1437.0, 1469.0] 25.00 · 不稳Volatile $0.33 / $1.95 1M
36 19 - 54
kimi-k2.7-code
月之暗面 · Modified MIT
1452±27.0
561 票votes 1452.000 [1425.0, 1479.0] 35.00 · 不稳Volatile $0.73 / $3.50 262.1K
37 17 - 61
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1451±38.0
328 票votes 1451.000 [1413.0, 1489.0] 44.00 · 不稳Volatile $1.75 / $14 400K
38 26 - 53
claude-opus-4-5-20251101
Anthropic · Proprietary
1447±18.0
1.6K 票votes 1447.000 [1429.0, 1465.0] 27.00 · 不稳Volatile $5 / $25 200K
39 29 - 57
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1438±17.0
1.4K 票votes 1438.000 [1421.0, 1455.0] 28.00 · 不稳Volatile N/A N/A
40 29 - 61
minimax-m2.5
MiniMax · Modified MIT
1435±21.0
934 票votes 1435.000 [1414.0, 1456.0] 32.00 · 不稳Volatile $0.15 / $0.90 204.8K
41 15 - 73
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1433±61.0
120 票votes 1433.000 [1372.0, 1494.0] 58.00 · 不稳Volatile $2.50 / $15 1.1M
42 32 - 60
deepseek-v4-pro
DeepSeek · MIT
1432±16.0
1.5K 票votes 1432.000 [1416.0, 1448.0] 28.00 · 不稳Volatile $0.43 / $0.87 1M
43 33 - 59
gemini-3.1-pro-preview
Google · Proprietary
1431±13.0
2.3K 票votes 1431.000 [1418.0, 1444.0] 26.00 · 不稳Volatile $2 / $12 1M
44 32 - 62
mimo-v2.5
小米 · MIT
1431±18.0
1.3K 票votes 1431.000 [1413.0, 1449.0] 30.00 · 不稳Volatile $0.14 / $0.28 1.1M
45 30 - 64
mimo-v2-pro
小米 · Proprietary
1430±22.0
823 票votes 1430.000 [1408.0, 1452.0] 34.00 · 不稳Volatile $1 / $3 1M
46 32 - 64
glm-5
智谱 ZAI · MIT
1426±22.0
865 票votes 1426.000 [1404.0, 1448.0] 32.00 · 不稳Volatile $1 / $3.20 202.8K
47 34 - 64
kimi-k2.5-thinking
月之暗面 · Modified MIT
1425±15.0
1.9K 票votes 1425.000 [1410.0, 1440.0] 30.00 · 不稳Volatile $0.60 / $3 N/A
48 35 - 67
deepseek-v4-flash-high-preview
DeepSeek · MIT
1414±19.0
1.2K 票votes 1414.000 [1395.0, 1433.0] 32.00 · 不稳Volatile $0.14 / $0.28 1M
49 33 - 71
glm-4.7
智谱 ZAI · MIT
1410±32.0
487 票votes 1410.000 [1378.0, 1442.0] 38.00 · 不稳Volatile $0.40 / $1.75 204.8K
50 37 - 68
gemini-3-flash
Google · Proprietary
1404±20.0
1.3K 票votes 1404.000 [1384.0, 1424.0] 31.00 · 不稳Volatile $0.50 / $3 1M
51 20 - 84
gpt-5.2
OpenAI · Proprietary
1402±72.0
110 票votes 1402.000 [1330.0, 1474.0] 64.00 · 不稳Volatile $1.75 / $14 400K
52 39 - 68
minimax-m2.7
MiniMax · Modified MIT
1401±17.0
1.4K 票votes 1401.000 [1384.0, 1418.0] 29.00 · 不稳Volatile $0.25 / $1 204.8K
53 37 - 73
minimax-m2.1-preview
MiniMax · MIT
1398±24.0
912 票votes 1398.000 [1374.0, 1422.0] 36.00 · 不稳Volatile $0.30 / $1.20 204.8K
54 44 - 68
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1397±15.0
1.9K 票votes 1397.000 [1382.0, 1412.0] 24.00 · 不稳Volatile $0.39 / $2.34 262.1K
55 40 - 70
gemini-3-pro
Google · Proprietary
1397±19.0
1.6K 票votes 1397.000 [1378.0, 1416.0] 30.00 · 不稳Volatile $2 / $12 1M
56 33 - 79
gpt-5-medium
OpenAI · Proprietary
1397±46.0
288 票votes 1397.000 [1351.0, 1443.0] 46.00 · 不稳Volatile $1.25 / $10 400K
57 35 - 77
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1397±32.0
418 票votes 1397.000 [1365.0, 1429.0] 42.00 · 不稳Volatile $1.75 / $14 400K
58 44 - 73
gpt-5.4-mini-high
OpenAI · Proprietary
1394±18.0
1.4K 票votes 1394.000 [1376.0, 1412.0] 29.00 · 不稳Volatile $0.75 / $4.50 400K
59 36 - 78
kimi-k2.5-instant
月之暗面 · Modified MIT
1392±33.0
402 票votes 1392.000 [1359.0, 1425.0] 42.00 · 不稳Volatile $0.57 / $2.85 262.1K
60 37 - 79
gpt-5.1-medium
OpenAI · Proprietary
1390±33.0
495 票votes 1390.000 [1357.0, 1423.0] 42.00 · 不稳Volatile $1.25 / $10 400K
61 35 - 82
gpt-5.4
OpenAI · Proprietary
1388±46.0
172 票votes 1388.000 [1342.0, 1434.0] 47.00 · 不稳Volatile $2.50 / $15 1.1M
62 41 - 79
inkling
Thinky · Apache 2.0
1384±31.0
430 票votes 1384.000 [1353.0, 1415.0] 38.00 · 不稳Volatile $1 / $4.05 1M
63 47 - 76
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1384±17.0
1.8K 票votes 1384.000 [1367.0, 1401.0] 29.00 · 不稳Volatile $3 / $15 200K
64 47 - 78
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1377±19.0
1.5K 票votes 1377.000 [1358.0, 1396.0] 31.00 · 不稳Volatile $3 / $15 200K
65 39 - 83
glm-5v-turbo
智谱 ZAI · Proprietary
1375±43.0
248 票votes 1375.000 [1332.0, 1418.0] 44.00 · 不稳Volatile $1.20 / $4 202.8K
66 51 - 79
gemini-3-flash (thinking-minimal)
Google · Proprietary
1367±13.0
2.6K 票votes 1367.000 [1354.0, 1380.0] 28.00 · 不稳Volatile $0.50 / $3 1M
67 47 - 82
claude-opus-4-1-20250805
Anthropic · Proprietary
1367±28.0
717 票votes 1367.000 [1339.0, 1395.0] 35.00 · 不稳Volatile $15 / $75 200K
68 48 - 82
deepseek-v3.2-thinking
DeepSeek · MIT
1365±24.0
835 票votes 1365.000 [1341.0, 1389.0] 34.00 · 不稳Volatile $0.27 / $0.40 163.8K
69 43 - 87
hunyuan-hy3-preview
腾讯 · tencent-hunyuan-community
1362±51.0
170 票votes 1362.000 [1311.0, 1413.0] 44.00 · 不稳Volatile N/A N/A
70 52 - 82
qwen3.5-27b
阿里巴巴 · Apache 2.0
1357±22.0
886 票votes 1357.000 [1335.0, 1379.0] 30.00 · 不稳Volatile $0.20 / $1.56 262.1K
71 53 - 82
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1356±21.0
937 票votes 1356.000 [1335.0, 1377.0] 29.00 · 不稳Volatile $0.26 / $2.08 262.1K
72 51 - 85
laguna-m.1
Poolside · Apache 2.0
1353±28.0
582 票votes 1353.000 [1325.0, 1381.0] 34.00 · 不稳Volatile $0.20 / $0.40 262.1K
73 56 - 82
grok-4.20-beta-0309-reasoning
SpaceXAI · Proprietary
1352±15.0
1.8K 票votes 1352.000 [1337.0, 1367.0] 26.00 · 不稳Volatile $2 / $6 2M
74 56 - 86
mimo-v2-flash (non-thinking)
小米 · MIT
1344±26.0
714 票votes 1344.000 [1318.0, 1370.0] 30.00 · 不稳Volatile $0.10 / $0.30 262.1K
75 57 - 86
gpt-5.2-codex
OpenAI · Proprietary
1343±24.0
832 票votes 1343.000 [1319.0, 1367.0] 29.00 · 不稳Volatile $1.75 / $14 400K
76 56 - 87
glm-4.6
智谱 ZAI · MIT
1339±28.0
682 票votes 1339.000 [1311.0, 1367.0] 31.00 · 不稳Volatile $0.50 / $2 204.8K
77 58 - 86
gpt-5.1
OpenAI · Proprietary
1339±21.0
1.2K 票votes 1339.000 [1318.0, 1360.0] 28.00 · 不稳Volatile $1.25 / $10 400K
78 60 - 86
grok-4.3
SpaceXAI · Proprietary
1339±18.0
1.3K 票votes 1339.000 [1321.0, 1357.0] 26.00 · 不稳Volatile $1.25 / $2.50 1M
79 64 - 87
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1325±19.0
1.5K 票votes 1325.000 [1306.0, 1344.0] 23.00 · 不稳Volatile $1.15 / $8 262.1K
80 53 - 95
gemma-4-26b-a4b
Google · Apache 2.0
1323±54.0
143 票votes 1323.000 [1269.0, 1377.0] 42.00 · 不稳Volatile N/A N/A
81 64 - 88
gemma-4-31b
Google · Apache 2.0
1320±26.0
713 票votes 1320.000 [1294.0, 1346.0] 24.00 · 不稳Volatile $0.14 / $0.40 262.1K
82 71 - 87
claude-haiku-4-5-20251001
Anthropic · Proprietary
1318±13.0
2.8K 票votes 1318.000 [1305.0, 1331.0] 16.00 · 不稳Volatile $1 / $5 200K
83 64 - 93
gpt-5.1-codex
OpenAI · Proprietary
1311±34.0
516 票votes 1311.000 [1277.0, 1345.0] 29.00 · 不稳Volatile $1.25 / $10 400K
84 72 - 89
deepseek-v3.2
DeepSeek · MIT
1308±20.0
1.1K 票votes 1308.000 [1288.0, 1328.0] 17.00 · 不稳Volatile $0.27 / $0.40 163.8K
85 73 - 95
minimax-m2
MiniMax · Apache 2.0
1296±28.0
688 票votes 1296.000 [1268.0, 1324.0] 22.00 · 不稳Volatile $0.26 / $1.02 204.8K
86 70 - 97
mistral-medium-3.5
Mistral · Modified MIT
1292±42.0
255 票votes 1292.000 [1250.0, 1334.0] 27.00 · 不稳Volatile $1.50 / $7.50 262.1K
87 77 - 97
laguna-xs.2
Poolside · Apache 2.0
1281±31.0
479 票votes 1281.000 [1250.0, 1312.0] 20.00 · 不稳Volatile $0.10 / $0.20 262.1K
88 83 - 98
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1263±19.0
1.4K 票votes 1263.000 [1244.0, 1282.0] 15.00 · 不稳Volatile $0.40 / $1.60 262.1K
89 83 - 100
grok-4-1-fast-reasoning
SpaceXAI · Proprietary
1253±27.0
684 票votes 1253.000 [1226.0, 1280.0] 17.00 · 不稳Volatile $0.20 / $0.50 2M
90 82 - 101
mimo-v2-flash (thinking)
小米 · MIT
1244±48.0
204 票votes 1244.000 [1196.0, 1292.0] 19.00 · 不稳Volatile $0.10 / $0.30 262.1K
91 83 - 101
deepseek-v3.2-exp
DeepSeek · MIT
1243±38.0
401 票votes 1243.000 [1205.0, 1281.0] 18.00 · 不稳Volatile $0.27 / $0.41 163.8K
92 86 - 100
gemini-3.1-flash-lite-preview
Google · Proprietary
1241±18.0
1.7K 票votes 1241.000 [1223.0, 1259.0] 14.00 · 不稳Volatile $0.25 / $1.50 1M
93 83 - 101
gemini-2.5-pro
Google · Proprietary
1238±46.0
274 票votes 1238.000 [1192.0, 1284.0] 18.00 · 不稳Volatile $1.25 / $10 1M
94 81 - 102
grok-4.1-thinking
SpaceXAI · Proprietary
1227±73.0
111 票votes 1227.000 [1154.0, 1300.0] 21.00 · 不稳Volatile N/A N/A
95 84 - 102
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1220±51.0
183 票votes 1220.000 [1169.0, 1271.0] 18.00 · 不稳Volatile $0.14 / $1 262.1K
96 84 - 102
gpt-5.1-codex-mini
OpenAI · Proprietary
1204±67.0
121 票votes 1204.000 [1137.0, 1271.0] 18.00 · 不稳Volatile $0.25 / $2 400K
97 86 - 102
trinity-large-thinking
· Apache 2.0
1197±68.0
122 票votes 1197.000 [1129.0, 1265.0] 16.00 · 不稳Volatile $0.22 / $0.85 262.1K
98 89 - 102
qwen3.5-flash
阿里巴巴 · Proprietary
1184±57.0
164 票votes 1184.000 [1127.0, 1241.0] 13.00 · 不稳Volatile N/A N/A
99 88 - 102
KAT-Coder-Pro-V1
· Proprietary
1169±79.0
132 票votes 1169.000 [1090.0, 1248.0] 14.00 · 不稳Volatile $0.21 / $0.83 256K
100 89 - 102
grok-code-fast-1
SpaceXAI · Proprietary
1165±75.0
92 票votes 1165.000 [1090.0, 1240.0] 13.00 · 不稳Volatile $0.20 / $1.50 N/A
101 91 - 102
devstral-2
Mistral · Modified MIT
1161±62.0
135 票votes 1161.000 [1099.0, 1223.0] 11.00 · 波动Unstable N/A N/A
102 94 - 102
granite-4.1-8b
IBM · Apache 2.0
1129±59.0
200 票votes 1129.000 [1070.0, 1188.0] 8.00 · 波动Unstable $0.05 / $0.10 131.1K
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