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 - 2
kimi-k3
月之暗面 · Proprietary
1722±32.0Preliminary
620 votes 1722.000 [1690.0, 1754.0] 1.00 · 稳定Stable $3 / $15 1M
🥈 1 - 3
claude-fable-5
Anthropic · Proprietary
1678±26.0
799 votes 1678.000 [1652.0, 1704.0] 2.00 · 稳定Stable $10 / $50 1M
🥉 2 - 5
gpt-5.6-sol-xhigh (codex-harness)
OpenAI · Proprietary
1655±30.0
621 votes 1655.000 [1625.0, 1685.0] 3.00 · 稳定Stable $5 / $30 1.1M
4 3 - 9
glm-5.2 (max)
智谱 ZAI · MIT
1611±25.0
737 votes 1611.000 [1586.0, 1636.0] 6.00 · 波动Unstable $1.40 / $4.40 1M
5 4 - 13
claude-opus-4-8-thinking
Anthropic · Proprietary
1594±22.0
928 votes 1594.000 [1572.0, 1616.0] 9.00 · 波动Unstable $5 / $25 1M
6 3 - 15
grok-4.5
SpaceXAI · Proprietary
1594±32.0
425 votes 1594.000 [1562.0, 1626.0] 12.00 · 不稳Volatile $2 / $6 500K
7 4 - 17
claude-opus-4-7-thinking
Anthropic · Proprietary
1576±18.0
1.5K votes 1576.000 [1558.0, 1594.0] 13.00 · 不稳Volatile $5 / $25 1M
8 4 - 19
claude-opus-4-7
Anthropic · Proprietary
1569±18.0
1.5K votes 1569.000 [1551.0, 1587.0] 15.00 · 不稳Volatile $5 / $25 1M
9 4 - 22
glm-5.1
智谱 ZAI · MIT
1565±24.0
825 votes 1565.000 [1541.0, 1589.0] 18.00 · 不稳Volatile $1.40 / $4.40 202.8K
10 5 - 19
claude-opus-4-6-thinking
Anthropic · Proprietary
1563±16.0
1.9K votes 1563.000 [1547.0, 1579.0] 14.00 · 不稳Volatile $5 / $25 1M
11 6 - 26
claude-opus-4-8
Anthropic · Proprietary
1550±21.0
928 votes 1550.000 [1529.0, 1571.0] 20.00 · 不稳Volatile $5 / $25 1M
12 7 - 26
claude-opus-4-6
Anthropic · Proprietary
1545±15.0
2.0K votes 1545.000 [1530.0, 1560.0] 19.00 · 不稳Volatile $5 / $25 1M
13 5 - 28
claude-sonnet-5-high
Anthropic · Proprietary
1544±30.0
449 votes 1544.000 [1514.0, 1574.0] 23.00 · 不稳Volatile $2 / $10 1M
14 5 - 29
gemini-3.6-flash
Google · Proprietary
1542±36.0Preliminary
341 votes 1542.000 [1506.0, 1578.0] 24.00 · 不稳Volatile $1.50 / $7.50 1M
15 5 - 29
muse-spark-1.1
Meta · Proprietary
1542±32.0Preliminary
424 votes 1542.000 [1510.0, 1574.0] 24.00 · 不稳Volatile $1.25 / $4.25 N/A
16 8 - 28
gpt-5.5-xhigh (codex-harness)
OpenAI · Proprietary
1537±19.0
1.3K votes 1537.000 [1518.0, 1556.0] 20.00 · 不稳Volatile $5 / $30 N/A
17 8 - 28
qwen3.7-max-20260517
阿里巴巴 · Proprietary
1533±22.0Preliminary
900 votes 1533.000 [1511.0, 1555.0] 20.00 · 不稳Volatile $1.48 / $4.42 1M
18 10 - 28
claude-sonnet-4-6
Anthropic · Proprietary
1527±14.0
2.2K votes 1527.000 [1513.0, 1541.0] 18.00 · 不稳Volatile $3 / $15 1M
19 7 - 32
qwen3.6-max-preview
阿里巴巴 · Proprietary
1526±36.0
312 votes 1526.000 [1490.0, 1562.0] 25.00 · 不稳Volatile $1.04 / $6.24 262.1K
20 6 - 37
hy3
腾讯 · Apache 2.0
1521±48.0
169 votes 1521.000 [1473.0, 1569.0] 31.00 · 不稳Volatile $0.13 / $0.53 262.1K
21 11 - 29
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1517±17.0
1.5K votes 1517.000 [1500.0, 1534.0] 18.00 · 不稳Volatile N/A N/A
22 11 - 32
seed-2.1-pro-preview
字节跳动 · Proprietary
1515±25.0Preliminary
635 votes 1515.000 [1490.0, 1540.0] 21.00 · 不稳Volatile N/A N/A
23 11 - 32
gemini-3.5-flash-medium
Google · Proprietary
1515±24.0
735 votes 1515.000 [1491.0, 1539.0] 21.00 · 不稳Volatile $1.50 / $9 1M
24 13 - 33
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1506±19.0
1.8K votes 1506.000 [1487.0, 1525.0] 20.00 · 不稳Volatile $5 / $25 200K
25 13 - 37
kimi-k2.6
月之暗面 · Modified MIT
1500±19.0
1.1K votes 1500.000 [1481.0, 1519.0] 24.00 · 不稳Volatile $0.95 / $4 262.1K
26 11 - 42
gemini-3.5-flash
Google · Proprietary
1499±40.0
311 votes 1499.000 [1459.0, 1539.0] 31.00 · 不稳Volatile $1.50 / $9 1M
27 17 - 37
mimo-v2.5-pro
小米 · MIT
1491±18.0
1.4K votes 1491.000 [1473.0, 1509.0] 20.00 · 不稳Volatile $0.43 / $0.87 1.1M
28 10 - 50
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1487±59.0
156 votes 1487.000 [1428.0, 1546.0] 40.00 · 不稳Volatile $2.50 / $15 1.1M
29 10 - 50
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1481±61.0
132 votes 1481.000 [1420.0, 1542.0] 40.00 · 不稳Volatile $2.50 / $15 1.1M
30 20 - 44
kimi-k2.7-code
月之暗面 · Modified MIT
1474±25.0
646 votes 1474.000 [1449.0, 1499.0] 24.00 · 不稳Volatile $0.78 / $3.50 262.1K
31 24 - 43
gemini-3.1-pro-preview
Google · Proprietary
1472±14.0
2.2K votes 1472.000 [1458.0, 1486.0] 19.00 · 不稳Volatile $2 / $12 1M
32 23 - 44
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1470±18.0
1.4K votes 1470.000 [1452.0, 1488.0] 21.00 · 不稳Volatile N/A N/A
33 20 - 44
minimax-m3
MiniMax · MiniMax Community License
1470±21.0
993 votes 1470.000 [1449.0, 1491.0] 24.00 · 不稳Volatile $0.60 / $2.40 N/A
34 24 - 44
qwen3.6-plus
阿里巴巴 · Proprietary
1470±17.0
1.5K votes 1470.000 [1453.0, 1487.0] 20.00 · 不稳Volatile $0.33 / $1.95 1M
35 24 - 44
deepseek-v4-pro-thinking
DeepSeek · MIT
1465±18.0
1.3K votes 1465.000 [1447.0, 1483.0] 20.00 · 不稳Volatile $0.43 / $0.87 1M
36 24 - 44
claude-opus-4-5-20251101
Anthropic · Proprietary
1464±17.0
2.2K votes 1464.000 [1447.0, 1481.0] 20.00 · 不稳Volatile $5 / $25 200K
37 27 - 45
gemini-3-pro
Google · Proprietary
1452±17.0
2.8K votes 1452.000 [1435.0, 1469.0] 18.00 · 不稳Volatile $2 / $12 1M
38 27 - 47
deepseek-v4-pro
DeepSeek · MIT
1450±18.0
1.3K votes 1450.000 [1432.0, 1468.0] 20.00 · 不稳Volatile $0.43 / $0.87 1M
39 27 - 50
glm-5
智谱 ZAI · MIT
1441±22.0
1.0K votes 1441.000 [1419.0, 1463.0] 23.00 · 不稳Volatile $1 / $3.20 202.8K
40 20 - 65
gpt-5.4
OpenAI · Proprietary
1439±55.0
142 votes 1439.000 [1384.0, 1494.0] 45.00 · 不稳Volatile $2.50 / $15 1.1M
41 29 - 52
minimax-m2.5
MiniMax · Modified MIT
1436±21.0
1.1K votes 1436.000 [1415.0, 1457.0] 23.00 · 不稳Volatile $0.15 / $0.90 204.8K
42 28 - 52
mimo-v2-pro
小米 · Proprietary
1435±22.0
908 votes 1435.000 [1413.0, 1457.0] 24.00 · 不稳Volatile $1 / $3 1M
43 35 - 52
kimi-k2.5-thinking
月之暗面 · Modified MIT
1431±15.0
2.0K votes 1431.000 [1416.0, 1446.0] 17.00 · 不稳Volatile $0.60 / $3 N/A
44 27 - 65
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1423±40.0
339 votes 1423.000 [1383.0, 1463.0] 38.00 · 不稳Volatile $1.75 / $14 400K
45 27 - 66
gpt-5.2
OpenAI · Proprietary
1419±52.0
255 votes 1419.000 [1367.0, 1471.0] 39.00 · 不稳Volatile $1.75 / $14 400K
46 36 - 59
gemini-3-flash
Google · Proprietary
1417±18.0
1.9K votes 1417.000 [1399.0, 1435.0] 23.00 · 不稳Volatile $0.50 / $3 1M
47 36 - 61
mimo-v2.5
小米 · MIT
1413±19.0
1.3K votes 1413.000 [1394.0, 1432.0] 25.00 · 不稳Volatile $0.14 / $0.28 1.1M
48 37 - 61
gpt-5.4-mini-high
OpenAI · Proprietary
1413±18.0
1.4K votes 1413.000 [1395.0, 1431.0] 24.00 · 不稳Volatile $0.75 / $4.50 400K
49 37 - 66
glm-4.7
智谱 ZAI · MIT
1403±27.0
801 votes 1403.000 [1376.0, 1430.0] 29.00 · 不稳Volatile $0.40 / $1.75 204.8K
50 37 - 68
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1395±33.0
426 votes 1395.000 [1362.0, 1428.0] 31.00 · 不稳Volatile $1.75 / $14 400K
51 43 - 65
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1392±15.0
2.0K votes 1392.000 [1377.0, 1407.0] 22.00 · 不稳Volatile $0.39 / $2.34 262.1K
52 43 - 66
minimax-m2.1-preview
MiniMax · MIT
1392±21.0
1.4K votes 1392.000 [1371.0, 1413.0] 23.00 · 不稳Volatile $0.30 / $1.20 204.8K
53 43 - 66
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1388±16.0
2.4K votes 1388.000 [1372.0, 1404.0] 23.00 · 不稳Volatile $3 / $15 200K
54 43 - 66
minimax-m2.7
MiniMax · Modified MIT
1385±17.0
1.6K votes 1385.000 [1368.0, 1402.0] 23.00 · 不稳Volatile $0.25 / $1 204.8K
55 44 - 66
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1382±15.0
2.8K votes 1382.000 [1367.0, 1397.0] 22.00 · 不稳Volatile $3 / $15 200K
56 43 - 72
gpt-5-medium
OpenAI · Proprietary
1381±32.0
695 votes 1381.000 [1349.0, 1413.0] 29.00 · 不稳Volatile $1.25 / $10 400K
57 43 - 72
kimi-k2.5-instant
月之暗面 · Modified MIT
1381±31.0
492 votes 1381.000 [1350.0, 1412.0] 29.00 · 不稳Volatile $0.57 / $2.85 262.1K
58 43 - 70
inkling
Thinky · Apache 2.0
1380±26.0
635 votes 1380.000 [1354.0, 1406.0] 27.00 · 不稳Volatile $1 / $4.05 1M
59 40 - 76
glm-5v-turbo
智谱 ZAI · Proprietary
1377±42.0
261 votes 1377.000 [1335.0, 1419.0] 36.00 · 不稳Volatile $1.20 / $4 202.8K
60 46 - 66
gemini-3-flash (thinking-minimal)
Google · Proprietary
1376±13.0
3.0K votes 1376.000 [1363.0, 1389.0] 20.00 · 不稳Volatile $0.50 / $3 1M
61 44 - 73
gpt-5.1-medium
OpenAI · Proprietary
1373±25.0
1.1K votes 1373.000 [1348.0, 1398.0] 29.00 · 不稳Volatile $1.25 / $10 400K
62 46 - 72
claude-opus-4-1-20250805
Anthropic · Proprietary
1372±22.0
1.5K votes 1372.000 [1350.0, 1394.0] 26.00 · 不稳Volatile $15 / $75 200K
63 46 - 73
gemma-4-31b
Google · Apache 2.0
1368±22.0
1.0K votes 1368.000 [1346.0, 1390.0] 27.00 · 不稳Volatile $0.14 / $0.40 262.1K
64 40 - 79
hunyuan-hy3-preview
腾讯 · tencent-hunyuan-community
1367±50.0
183 votes 1367.000 [1317.0, 1417.0] 39.00 · 不稳Volatile N/A N/A
65 49 - 76
grok-4.3
SpaceXAI · Proprietary
1357±19.0
1.2K votes 1357.000 [1338.0, 1376.0] 27.00 · 不稳Volatile $1.25 / $2.50 1M
66 56 - 77
grok-4.20-beta-0309-reasoning
SpaceXAI · Proprietary
1347±16.0
1.8K votes 1347.000 [1331.0, 1363.0] 21.00 · 不稳Volatile $2 / $6 2M
67 56 - 79
deepseek-v3.2-thinking
DeepSeek · MIT
1341±22.0
1.1K votes 1341.000 [1319.0, 1363.0] 23.00 · 不稳Volatile $0.27 / $0.40 163.8K
68 57 - 80
qwen3.5-27b
阿里巴巴 · Apache 2.0
1337±21.0
1.0K votes 1337.000 [1316.0, 1358.0] 23.00 · 不稳Volatile $0.20 / $1.56 262.1K
69 57 - 83
gpt-5.2-codex
OpenAI · Proprietary
1335±22.0
1.0K votes 1335.000 [1313.0, 1357.0] 26.00 · 不稳Volatile $1.75 / $14 400K
70 58 - 83
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1331±21.0
1.0K votes 1331.000 [1310.0, 1352.0] 25.00 · 不稳Volatile $0.26 / $2.08 262.1K
71 46 - 90
gemma-4-26b-a4b
Google · Apache 2.0
1331±54.0
164 votes 1331.000 [1277.0, 1385.0] 44.00 · 不稳Volatile N/A N/A
72 58 - 84
laguna-m.1
Poolside · Apache 2.0
1327±27.0
615 votes 1327.000 [1300.0, 1354.0] 26.00 · 不稳Volatile $0.20 / $0.40 262.1K
73 61 - 83
mimo-v2-flash (non-thinking)
小米 · MIT
1326±23.0
991 votes 1326.000 [1303.0, 1349.0] 22.00 · 不稳Volatile $0.10 / $0.30 262.1K
74 63 - 83
gpt-5.1
OpenAI · Proprietary
1324±18.0
2.0K votes 1324.000 [1306.0, 1342.0] 20.00 · 不稳Volatile $1.25 / $10 400K
75 63 - 83
glm-4.6
智谱 ZAI · MIT
1324±22.0
1.6K votes 1324.000 [1302.0, 1346.0] 20.00 · 不稳Volatile $0.50 / $2 204.8K
76 63 - 84
gpt-5.1-codex
OpenAI · Proprietary
1320±25.0
1.1K votes 1320.000 [1295.0, 1345.0] 21.00 · 不稳Volatile $1.25 / $10 400K
77 68 - 87
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1301±16.0
2.4K votes 1301.000 [1285.0, 1317.0] 19.00 · 不稳Volatile $1.15 / $8 262.1K
78 69 - 85
claude-haiku-4-5-20251001
Anthropic · Proprietary
1301±12.0
3.8K votes 1301.000 [1289.0, 1313.0] 16.00 · 不稳Volatile $1 / $5 200K
79 66 - 91
laguna-xs.2
Poolside · Apache 2.0
1299±31.0
472 votes 1299.000 [1268.0, 1330.0] 25.00 · 不稳Volatile $0.10 / $0.20 262.1K
80 69 - 91
deepseek-v3.2
DeepSeek · MIT
1293±19.0
1.5K votes 1293.000 [1274.0, 1312.0] 22.00 · 不稳Volatile $0.27 / $0.40 163.8K
81 65 - 93
mistral-medium-3.5
Mistral · Modified MIT
1291±43.0
250 votes 1291.000 [1248.0, 1334.0] 28.00 · 不稳Volatile $1.50 / $7.50 262.1K
82 69 - 95
mimo-v2-flash (thinking)
小米 · MIT
1270±43.0
268 votes 1270.000 [1227.0, 1313.0] 26.00 · 不稳Volatile $0.10 / $0.30 262.1K
83 78 - 93
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1264±17.0
2.4K votes 1264.000 [1247.0, 1281.0] 15.00 · 不稳Volatile $0.40 / $1.60 262.1K
84 66 - 96
mistral-large-3
Mistral · Apache 2.0
1260±61.0
184 votes 1260.000 [1199.0, 1321.0] 30.00 · 不稳Volatile $0.50 / $1.50 N/A
85 78 - 94
minimax-m2
MiniMax · Apache 2.0
1260±22.0
1.5K votes 1260.000 [1238.0, 1282.0] 16.00 · 不稳Volatile $0.26 / $1.02 204.8K
86 78 - 93
gemini-3.1-flash-lite-preview
Google · Proprietary
1259±18.0
1.8K votes 1259.000 [1241.0, 1277.0] 15.00 · 不稳Volatile $0.25 / $1.50 1M
87 77 - 95
deepseek-v3.2-exp
DeepSeek · MIT
1258±28.0
939 votes 1258.000 [1230.0, 1286.0] 18.00 · 不稳Volatile $0.27 / $0.41 163.8K
88 76 - 96
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1245±49.0
213 votes 1245.000 [1196.0, 1294.0] 20.00 · 不稳Volatile $0.14 / $1 262.1K
89 74 - 98
trinity-large-thinking
· Apache 2.0
1242±59.0
174 votes 1242.000 [1183.0, 1301.0] 24.00 · 不稳Volatile $0.25 / $0.80 262.1K
90 77 - 96
KAT-Coder-Pro-V1
· Proprietary
1242±46.0
364 votes 1242.000 [1196.0, 1288.0] 19.00 · 不稳Volatile $0.21 / $0.83 256K
91 81 - 96
grok-4-1-fast-reasoning
SpaceXAI · Proprietary
1239±27.0
976 votes 1239.000 [1212.0, 1266.0] 15.00 · 不稳Volatile $0.20 / $0.50 2M
92 79 - 98
gpt-5.1-codex-mini
OpenAI · Proprietary
1227±47.0
286 votes 1227.000 [1180.0, 1274.0] 19.00 · 不稳Volatile $0.25 / $2 400K
93 84 - 99
gemini-2.5-pro
Google · Proprietary
1207±34.0
637 votes 1207.000 [1173.0, 1241.0] 15.00 · 不稳Volatile $1.25 / $10 1M
94 85 - 99
granite-4.1-8b
IBM · Apache 2.0
1184±47.0
262 votes 1184.000 [1137.0, 1231.0] 14.00 · 不稳Volatile $0.05 / $0.10 131.1K
95 81 - 99
qwen3.5-flash
阿里巴巴 · Proprietary
1182±67.0
138 votes 1182.000 [1115.0, 1249.0] 18.00 · 不稳Volatile N/A N/A
96 87 - 100
grok-code-fast-1
SpaceXAI · Proprietary
1146±67.0
187 votes 1146.000 [1079.0, 1213.0] 13.00 · 不稳Volatile $0.20 / $1.50 N/A
97 91 - 100
grok-4-fast-reasoning
SpaceXAI · Proprietary
1130±63.0
172 votes 1130.000 [1067.0, 1193.0] 9.00 · 波动Unstable $0.20 / $0.50 2M
98 91 - 100
grok-4.1-thinking
SpaceXAI · Proprietary
1129±61.0
211 votes 1129.000 [1068.0, 1190.0] 9.00 · 波动Unstable N/A N/A
99 93 - 100
devstral-2
Mistral · Modified MIT
1122±55.0
190 votes 1122.000 [1067.0, 1177.0] 7.00 · 波动Unstable N/A N/A
100 96 - 100
devstral-medium-2507
Mistral · Proprietary
1045±70.0
200 votes 1045.000 [975.0, 1115.0] 4.00 · 稳定Stable $0.40 / $2 128K
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