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
1615±24.0Preliminary
824 票votes 1615.000 [1591.0, 1639.0] 1.00 · 稳定Stable $3 / $15 1M
🥈 1 - 6
gpt-5.6-sol-xhigh (codex-harness)
OpenAI · Proprietary
1573±20.0
1.0K 票votes 1573.000 [1553.0, 1593.0] 5.00 · 波动Unstable $5 / $30 1.1M
🥉 2 - 11
claude-fable-5
Anthropic · Proprietary
1562±19.0
1.2K 票votes 1562.000 [1543.0, 1581.0] 9.00 · 波动Unstable $10 / $50 1M
4 2 - 13
glm-5.2 (max)
智谱 ZAI · MIT
1558±17.0
1.5K 票votes 1558.000 [1541.0, 1575.0] 11.00 · 波动Unstable $1.40 / $4.40 1M
5 2 - 14
claude-opus-4-8-thinking
Anthropic · Proprietary
1549±14.0
2.4K 票votes 1549.000 [1535.0, 1563.0] 12.00 · 不稳Volatile $5 / $25 1M
6 2 - 16
claude-opus-4-7
Anthropic · Proprietary
1542±12.0
2.9K 票votes 1542.000 [1530.0, 1554.0] 14.00 · 不稳Volatile $5 / $25 1M
7 3 - 16
claude-opus-4-7-thinking
Anthropic · Proprietary
1541±12.0
3.2K 票votes 1541.000 [1529.0, 1553.0] 13.00 · 不稳Volatile $5 / $25 1M
8 3 - 16
claude-opus-4-6-thinking
Anthropic · Proprietary
1533±11.0
3.6K 票votes 1533.000 [1522.0, 1544.0] 13.00 · 不稳Volatile $5 / $25 1M
9 3 - 21
muse-spark-1.1
Meta · Proprietary
1529±23.0Preliminary
761 票votes 1529.000 [1506.0, 1552.0] 18.00 · 不稳Volatile $1.25 / $4.25 N/A
10 3 - 19
claude-opus-4-8
Anthropic · Proprietary
1529±15.0
1.7K 票votes 1529.000 [1514.0, 1544.0] 16.00 · 不稳Volatile $5 / $25 1M
11 5 - 19
claude-opus-4-6
Anthropic · Proprietary
1529±11.0
3.9K 票votes 1529.000 [1518.0, 1540.0] 14.00 · 不稳Volatile $5 / $25 1M
12 3 - 21
grok-4.5
SpaceXAI · Proprietary
1526±22.0
773 票votes 1526.000 [1504.0, 1548.0] 18.00 · 不稳Volatile $2 / $6 500K
13 4 - 21
seed-2.1-pro-preview
字节跳动 · Proprietary
1522±19.0Preliminary
1.1K 票votes 1522.000 [1503.0, 1541.0] 17.00 · 不稳Volatile N/A N/A
14 6 - 21
claude-sonnet-4-6
Anthropic · Proprietary
1522±10.0
4.4K 票votes 1522.000 [1512.0, 1532.0] 15.00 · 不稳Volatile $3 / $15 1M
15 4 - 23
claude-sonnet-5-high
Anthropic · Proprietary
1520±22.0
781 票votes 1520.000 [1498.0, 1542.0] 19.00 · 不稳Volatile $2 / $10 1M
16 6 - 21
glm-5.1
智谱 ZAI · MIT
1516±16.0
1.6K 票votes 1516.000 [1500.0, 1532.0] 15.00 · 不稳Volatile $1.40 / $4.40 202.8K
17 9 - 24
kimi-k2.6
月之暗面 · Modified MIT
1508±13.0
2.8K 票votes 1508.000 [1495.0, 1521.0] 15.00 · 不稳Volatile $0.95 / $4 262.1K
18 9 - 25
qwen3.7-max-20260517
阿里巴巴 · Proprietary
1505±14.0Preliminary
1.9K 票votes 1505.000 [1491.0, 1519.0] 16.00 · 不稳Volatile $1.48 / $4.42 1M
19 11 - 26
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1498±15.0
2.4K 票votes 1498.000 [1483.0, 1513.0] 15.00 · 不稳Volatile $5 / $25 200K
20 9 - 39
gemini-3.6-flash
Google · Proprietary
1490±30.0Preliminary
454 票votes 1490.000 [1460.0, 1520.0] 30.00 · 不稳Volatile $1.50 / $7.50 1M
21 16 - 34
minimax-m3
MiniMax · MiniMax Community License
1483±15.0
1.9K 票votes 1483.000 [1468.0, 1498.0] 18.00 · 不稳Volatile $0.60 / $2.40 N/A
22 11 - 47
hy3
腾讯 · Apache 2.0
1476±38.0
249 票votes 1476.000 [1438.0, 1514.0] 36.00 · 不稳Volatile $0.13 / $0.53 262.1K
23 17 - 47
gemini-3.5-flash
Google · Proprietary
1472±25.0
665 票votes 1472.000 [1447.0, 1497.0] 30.00 · 不稳Volatile $1.50 / $9 1M
24 19 - 44
kimi-k2.7-code
月之暗面 · Modified MIT
1471±19.0
1.1K 票votes 1471.000 [1452.0, 1490.0] 25.00 · 不稳Volatile $0.78 / $3.50 262.1K
25 20 - 41
gpt-5.5-xhigh (codex-harness)
OpenAI · Proprietary
1470±12.0
2.7K 票votes 1470.000 [1458.0, 1482.0] 21.00 · 不稳Volatile $5 / $30 N/A
26 18 - 47
qwen3.6-max-preview
阿里巴巴 · Proprietary
1469±23.0
764 票votes 1469.000 [1446.0, 1492.0] 29.00 · 不稳Volatile $1.04 / $6.24 262.1K
27 20 - 44
deepseek-v4-pro-thinking
DeepSeek · MIT
1467±13.0
2.6K 票votes 1467.000 [1454.0, 1480.0] 24.00 · 不稳Volatile $0.43 / $0.87 1M
28 16 - 50
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1464±35.0
373 票votes 1464.000 [1429.0, 1499.0] 34.00 · 不稳Volatile $2.50 / $15 1.1M
29 20 - 44
mimo-v2.5-pro
小米 · MIT
1462±12.0
2.9K 票votes 1462.000 [1450.0, 1474.0] 24.00 · 不稳Volatile $0.43 / $0.87 1.1M
30 20 - 47
claude-opus-4-5-20251101
Anthropic · Proprietary
1460±13.0
2.9K 票votes 1460.000 [1447.0, 1473.0] 27.00 · 不稳Volatile $5 / $25 200K
31 20 - 47
gemini-3.5-flash-medium
Google · Proprietary
1459±16.0
1.5K 票votes 1459.000 [1443.0, 1475.0] 27.00 · 不稳Volatile $1.50 / $9 1M
32 20 - 47
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1457±12.0
3.6K 票votes 1457.000 [1445.0, 1469.0] 27.00 · 不稳Volatile N/A N/A
33 21 - 47
mimo-v2.5
小米 · MIT
1450±13.0
2.6K 票votes 1450.000 [1437.0, 1463.0] 26.00 · 不稳Volatile $0.14 / $0.28 1.1M
34 21 - 47
qwen3.6-plus
阿里巴巴 · Proprietary
1449±11.0
3.7K 票votes 1449.000 [1438.0, 1460.0] 26.00 · 不稳Volatile $0.33 / $1.95 1M
35 21 - 47
deepseek-v4-pro
DeepSeek · MIT
1449±12.0
3.2K 票votes 1449.000 [1437.0, 1461.0] 26.00 · 不稳Volatile $0.43 / $0.87 1M
36 22 - 49
gemini-3-flash
Google · Proprietary
1445±15.0
2.2K 票votes 1445.000 [1430.0, 1460.0] 27.00 · 不稳Volatile $0.50 / $3 1M
37 22 - 50
glm-5
智谱 ZAI · MIT
1444±16.0
1.7K 票votes 1444.000 [1428.0, 1460.0] 28.00 · 不稳Volatile $1 / $3.20 202.8K
38 23 - 50
mimo-v2-pro
小米 · Proprietary
1442±15.0
1.9K 票votes 1442.000 [1427.0, 1457.0] 27.00 · 不稳Volatile $1 / $3 1M
39 20 - 55
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1437±34.0
387 票votes 1437.000 [1403.0, 1471.0] 35.00 · 不稳Volatile $2.50 / $15 1.1M
40 26 - 50
kimi-k2.5-thinking
月之暗面 · Modified MIT
1437±10.0
3.8K 票votes 1437.000 [1427.0, 1447.0] 24.00 · 不稳Volatile $0.60 / $3 N/A
41 26 - 51
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1436±12.0
2.8K 票votes 1436.000 [1424.0, 1448.0] 25.00 · 不稳Volatile N/A N/A
42 26 - 51
gemini-3-pro
Google · Proprietary
1436±14.0
2.7K 票votes 1436.000 [1422.0, 1450.0] 25.00 · 不稳Volatile $2 / $12 1M
43 21 - 53
inkling
Thinky · Apache 2.0
1435±25.0
611 票votes 1435.000 [1410.0, 1460.0] 32.00 · 不稳Volatile $1 / $4.05 1M
44 21 - 53
glm-4.7
智谱 ZAI · MIT
1435±25.0
736 票votes 1435.000 [1410.0, 1460.0] 32.00 · 不稳Volatile $0.40 / $1.75 204.8K
45 35 - 52
gemini-3.1-pro-preview
Google · Proprietary
1424±9.0
5.3K 票votes 1424.000 [1415.0, 1433.0] 17.00 · 不稳Volatile $2 / $12 1M
46 23 - 60
glm-5v-turbo
智谱 ZAI · Proprietary
1422±34.0
334 票votes 1422.000 [1388.0, 1456.0] 37.00 · 不稳Volatile $1.20 / $4 202.8K
47 23 - 60
gpt-5-medium
OpenAI · Proprietary
1420±35.0
457 票votes 1420.000 [1385.0, 1455.0] 37.00 · 不稳Volatile $1.25 / $10 400K
48 20 - 71
gpt-5.2
OpenAI · Proprietary
1418±51.0
191 票votes 1418.000 [1367.0, 1469.0] 51.00 · 不稳Volatile $1.75 / $14 400K
49 42 - 60
minimax-m2.7
MiniMax · Modified MIT
1406±12.0
2.8K 票votes 1406.000 [1394.0, 1418.0] 18.00 · 不稳Volatile $0.25 / $1 204.8K
50 36 - 66
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1403±26.0
662 票votes 1403.000 [1377.0, 1429.0] 30.00 · 不稳Volatile $1.75 / $14 400K
51 35 - 71
gpt-5.4
OpenAI · Proprietary
1403±32.0
358 票votes 1403.000 [1371.0, 1435.0] 36.00 · 不稳Volatile $2.50 / $15 1.1M
52 40 - 67
gpt-5.1-medium
OpenAI · Proprietary
1400±24.0
852 票votes 1400.000 [1376.0, 1424.0] 27.00 · 不稳Volatile $1.25 / $10 400K
53 45 - 60
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1396±10.0
4.1K 票votes 1396.000 [1386.0, 1406.0] 15.00 · 不稳Volatile $0.39 / $2.34 262.1K
54 46 - 66
gpt-5.4-mini-high
OpenAI · Proprietary
1391±12.0
2.8K 票votes 1391.000 [1379.0, 1403.0] 20.00 · 不稳Volatile $0.75 / $4.50 400K
55 45 - 68
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1390±14.0
2.5K 票votes 1390.000 [1376.0, 1404.0] 23.00 · 不稳Volatile $3 / $15 200K
56 43 - 73
kimi-k2.5-instant
月之暗面 · Modified MIT
1387±24.0
731 票votes 1387.000 [1363.0, 1411.0] 30.00 · 不稳Volatile $0.57 / $2.85 262.1K
57 46 - 71
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1384±13.0
3.1K 票votes 1384.000 [1371.0, 1397.0] 25.00 · 不稳Volatile $3 / $15 200K
58 46 - 71
minimax-m2.1-preview
MiniMax · MIT
1383±17.0
1.5K 票votes 1383.000 [1366.0, 1400.0] 25.00 · 不稳Volatile $0.30 / $1.20 204.8K
59 46 - 73
claude-opus-4-1-20250805
Anthropic · Proprietary
1378±20.0
1.2K 票votes 1378.000 [1358.0, 1398.0] 27.00 · 不稳Volatile $15 / $75 200K
60 46 - 73
laguna-m.1
Poolside · Apache 2.0
1377±19.0
1.2K 票votes 1377.000 [1358.0, 1396.0] 27.00 · 不稳Volatile $0.20 / $0.40 262.1K
61 50 - 72
gemini-3-flash (thinking-minimal)
Google · Proprietary
1373±9.0
5.2K 票votes 1373.000 [1364.0, 1382.0] 22.00 · 不稳Volatile $0.50 / $3 1M
62 50 - 75
gemma-4-31b
Google · Apache 2.0
1368±17.0
1.4K 票votes 1368.000 [1351.0, 1385.0] 25.00 · 不稳Volatile $0.14 / $0.40 262.1K
63 50 - 76
deepseek-v3.2-thinking
DeepSeek · MIT
1368±17.0
1.5K 票votes 1368.000 [1351.0, 1385.0] 26.00 · 不稳Volatile $0.27 / $0.40 163.8K
64 50 - 74
minimax-m2.5
MiniMax · Modified MIT
1367±15.0
1.8K 票votes 1367.000 [1352.0, 1382.0] 24.00 · 不稳Volatile $0.15 / $0.90 204.8K
65 54 - 73
grok-4.20-beta-0309-reasoning
SpaceXAI · Proprietary
1365±11.0
4.1K 票votes 1365.000 [1354.0, 1376.0] 19.00 · 不稳Volatile $2 / $6 2M
66 52 - 76
qwen3.5-27b
阿里巴巴 · Apache 2.0
1362±14.0
1.9K 票votes 1362.000 [1348.0, 1376.0] 24.00 · 不稳Volatile $0.20 / $1.56 262.1K
67 50 - 78
gpt-5.1-codex
OpenAI · Proprietary
1359±24.0
846 票votes 1359.000 [1335.0, 1383.0] 28.00 · 不稳Volatile $1.25 / $10 400K
68 54 - 76
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1358±14.0
2.1K 票votes 1358.000 [1344.0, 1372.0] 22.00 · 不稳Volatile $0.26 / $2.08 262.1K
69 50 - 78
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1358±21.0
968 票votes 1358.000 [1337.0, 1379.0] 28.00 · 不稳Volatile $1.75 / $14 400K
70 53 - 79
glm-4.6
智谱 ZAI · MIT
1355±21.0
1.1K 票votes 1355.000 [1334.0, 1376.0] 26.00 · 不稳Volatile $0.50 / $2 204.8K
71 58 - 77
grok-4.3
SpaceXAI · Proprietary
1352±13.0
2.5K 票votes 1352.000 [1339.0, 1365.0] 19.00 · 不稳Volatile $1.25 / $2.50 1M
72 59 - 80
gpt-5.2-codex
OpenAI · Proprietary
1347±17.0
1.6K 票votes 1347.000 [1330.0, 1364.0] 21.00 · 不稳Volatile $1.75 / $14 400K
73 54 - 84
gemma-4-26b-a4b
Google · Apache 2.0
1342±32.0
395 票votes 1342.000 [1310.0, 1374.0] 30.00 · 不稳Volatile N/A N/A
74 63 - 82
deepseek-v3.2
DeepSeek · MIT
1339±15.0
2.0K 票votes 1339.000 [1324.0, 1354.0] 19.00 · 不稳Volatile $0.27 / $0.40 163.8K
75 65 - 82
gpt-5.1
OpenAI · Proprietary
1336±15.0
2.1K 票votes 1336.000 [1321.0, 1351.0] 17.00 · 不稳Volatile $1.25 / $10 400K
76 69 - 82
claude-haiku-4-5-20251001
Anthropic · Proprietary
1328±9.0
5.5K 票votes 1328.000 [1319.0, 1337.0] 13.00 · 不稳Volatile $1 / $5 200K
77 68 - 85
mimo-v2-flash (non-thinking)
小米 · MIT
1321±19.0
1.2K 票votes 1321.000 [1302.0, 1340.0] 17.00 · 不稳Volatile $0.10 / $0.30 262.1K
78 64 - 88
hunyuan-hy3-preview
腾讯 · tencent-hunyuan-community
1318±33.0
385 票votes 1318.000 [1285.0, 1351.0] 24.00 · 不稳Volatile N/A N/A
79 72 - 85
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1318±13.0
2.7K 票votes 1318.000 [1305.0, 1331.0] 13.00 · 不稳Volatile $1.15 / $8 262.1K
80 71 - 86
laguna-xs.2
Poolside · Apache 2.0
1313±22.0
960 票votes 1313.000 [1291.0, 1335.0] 15.00 · 不稳Volatile $0.10 / $0.20 262.1K
81 73 - 88
minimax-m2
MiniMax · Apache 2.0
1306±21.0
1.1K 票votes 1306.000 [1285.0, 1327.0] 15.00 · 不稳Volatile $0.26 / $1.02 204.8K
82 73 - 93
mimo-v2-flash (thinking)
小米 · MIT
1294±35.0
370 票votes 1294.000 [1259.0, 1329.0] 20.00 · 不稳Volatile $0.10 / $0.30 262.1K
83 76 - 94
deepseek-v3.2-exp
DeepSeek · MIT
1284±30.0
593 票votes 1284.000 [1254.0, 1314.0] 18.00 · 不稳Volatile $0.27 / $0.41 163.8K
84 77 - 94
mistral-medium-3.5
Mistral · Modified MIT
1280±29.0
554 票votes 1280.000 [1251.0, 1309.0] 17.00 · 不稳Volatile $1.50 / $7.50 262.1K
85 80 - 93
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1272±14.0
2.5K 票votes 1272.000 [1258.0, 1286.0] 13.00 · 不稳Volatile $0.40 / $1.60 262.1K
86 76 - 99
KAT-Coder-Pro-V1
· Proprietary
1264±51.0
212 票votes 1264.000 [1213.0, 1315.0] 23.00 · 不稳Volatile $0.21 / $0.83 256K
87 82 - 95
gemini-3.1-flash-lite-preview
Google · Proprietary
1255±12.0
3.7K 票votes 1255.000 [1243.0, 1267.0] 13.00 · 不稳Volatile $0.25 / $1.50 1M
88 80 - 97
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1253±33.0
391 票votes 1253.000 [1220.0, 1286.0] 17.00 · 不稳Volatile $0.14 / $1 262.1K
89 82 - 96
grok-4-1-fast-reasoning
SpaceXAI · Proprietary
1250±21.0
1.1K 票votes 1250.000 [1229.0, 1271.0] 14.00 · 不稳Volatile $0.20 / $0.50 2M
90 82 - 99
trinity-large-thinking
· Apache 2.0
1245±39.0
333 票votes 1245.000 [1206.0, 1284.0] 17.00 · 不稳Volatile $0.25 / $0.80 262.1K
91 79 - 100
gpt-5.1-codex-mini
OpenAI · Proprietary
1241±53.0
171 票votes 1241.000 [1188.0, 1294.0] 21.00 · 不稳Volatile $0.25 / $2 400K
92 84 - 100
gemini-2.5-pro
Google · Proprietary
1223±35.0
479 票votes 1223.000 [1188.0, 1258.0] 16.00 · 不稳Volatile $1.25 / $10 1M
93 82 - 100
qwen3.5-flash
阿里巴巴 · Proprietary
1222±38.0
306 票votes 1222.000 [1184.0, 1260.0] 18.00 · 不稳Volatile N/A N/A
94 82 - 100
grok-code-fast-1
SpaceXAI · Proprietary
1208±61.0
139 票votes 1208.000 [1147.0, 1269.0] 18.00 · 不稳Volatile $0.20 / $1.50 N/A
95 86 - 100
devstral-2
Mistral · Modified MIT
1203±44.0
266 票votes 1203.000 [1159.0, 1247.0] 14.00 · 不稳Volatile N/A N/A
96 88 - 100
granite-4.1-8b
IBM · Apache 2.0
1192±35.0
452 票votes 1192.000 [1157.0, 1227.0] 12.00 · 不稳Volatile $0.05 / $0.10 131.1K
97 87 - 100
mistral-large-3
Mistral · Apache 2.0
1180±64.0
152 票votes 1180.000 [1116.0, 1244.0] 13.00 · 不稳Volatile $0.50 / $1.50 N/A
98 89 - 100
grok-4.1-thinking
SpaceXAI · Proprietary
1159±60.0
153 票votes 1159.000 [1099.0, 1219.0] 11.00 · 波动Unstable N/A N/A
99 89 - 100
grok-4-fast-reasoning
SpaceXAI · Proprietary
1157±60.0
156 票votes 1157.000 [1097.0, 1217.0] 11.00 · 波动Unstable $0.20 / $0.50 2M
100 91 - 100
mercury-2
Inception AI · Proprietary
1155±46.0
265 票votes 1155.000 [1109.0, 1201.0] 9.00 · 波动Unstable $0.25 / $0.75 128K
101 101 - 101
devstral-medium-2507
Mistral · Proprietary
925±110.0
124 票votes 925.000 [815.0, 1035.0] 0.00 · 稳定Stable $0.40 / $2 128K
🔍

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