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 - 4
claude-fable-5
Anthropic · Proprietary
1670±40.0
319 票votes 1670.000 [1630.0, 1710.0] 3.00 · 稳定Stable $10 / $50 1M
🥈 1 - 4
kimi-k3
月之暗面 · Proprietary
1630±51.0Preliminary
168 票votes 1630.000 [1579.0, 1681.0] 3.00 · 稳定Stable $3 / $15 1M
🥉 1 - 4
gpt-5.6-sol-xhigh (codex-harness)
OpenAI · Proprietary
1614±36.0
362 票votes 1614.000 [1578.0, 1650.0] 3.00 · 稳定Stable $5 / $30 1.1M
4 1 - 10
grok-4.5
SpaceXAI · Proprietary
1598±41.0
244 票votes 1598.000 [1557.0, 1639.0] 9.00 · 波动Unstable $2 / $6 500K
5 4 - 18
claude-opus-4-7
Anthropic · Proprietary
1554±18.0
1.2K 票votes 1554.000 [1536.0, 1572.0] 14.00 · 不稳Volatile $5 / $25 1M
6 4 - 20
claude-opus-4-8-thinking
Anthropic · Proprietary
1549±23.0
738 票votes 1549.000 [1526.0, 1572.0] 16.00 · 不稳Volatile $5 / $25 1M
7 4 - 20
claude-opus-4-7-thinking
Anthropic · Proprietary
1548±18.0
1.3K 票votes 1548.000 [1530.0, 1566.0] 16.00 · 不稳Volatile $5 / $25 1M
8 4 - 20
claude-opus-4-6-thinking
Anthropic · Proprietary
1546±15.0
1.8K 票votes 1546.000 [1531.0, 1561.0] 16.00 · 不稳Volatile $5 / $25 1M
9 5 - 20
claude-opus-4-6
Anthropic · Proprietary
1540±14.0
1.9K 票votes 1540.000 [1526.0, 1554.0] 15.00 · 不稳Volatile $5 / $25 1M
10 4 - 27
claude-sonnet-5-high
Anthropic · Proprietary
1534±33.0
361 票votes 1534.000 [1501.0, 1567.0] 23.00 · 不稳Volatile $2 / $10 1M
11 4 - 25
glm-5.2 (max)
智谱 ZAI · MIT
1534±26.0
572 票votes 1534.000 [1508.0, 1560.0] 21.00 · 不稳Volatile $1.40 / $4.40 1M
12 5 - 25
gpt-5.5-xhigh (codex-harness)
OpenAI · Proprietary
1527±19.0
1.1K 票votes 1527.000 [1508.0, 1546.0] 20.00 · 不稳Volatile $5 / $30 N/A
13 5 - 27
claude-opus-4-8
Anthropic · Proprietary
1524±21.0
840 票votes 1524.000 [1503.0, 1545.0] 22.00 · 不稳Volatile $5 / $25 1M
14 5 - 27
glm-5.1
智谱 ZAI · MIT
1523±22.0
813 票votes 1523.000 [1501.0, 1545.0] 22.00 · 不稳Volatile $1.40 / $4.40 202.8K
15 5 - 27
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1522±18.0
1.2K 票votes 1522.000 [1504.0, 1540.0] 22.00 · 不稳Volatile N/A N/A
16 5 - 27
qwen3.7-max-20260517
阿里巴巴 · Proprietary
1521±22.0Preliminary
763 票votes 1521.000 [1499.0, 1543.0] 22.00 · 不稳Volatile $1.48 / $4.42 1M
17 6 - 27
claude-sonnet-4-6
Anthropic · Proprietary
1518±13.0
2.2K 票votes 1518.000 [1505.0, 1531.0] 21.00 · 不稳Volatile $3 / $15 1M
18 6 - 32
gemini-3.5-flash-medium
Google · Proprietary
1509±25.0
616 票votes 1509.000 [1484.0, 1534.0] 26.00 · 不稳Volatile $1.50 / $9 1M
19 5 - 34
seed-2.1-pro-preview
字节跳动 · Proprietary
1507±30.0Preliminary
423 票votes 1507.000 [1477.0, 1537.0] 29.00 · 不稳Volatile N/A N/A
20 10 - 29
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1503±11.0
7.9K 票votes 1503.000 [1492.0, 1514.0] 19.00 · 不稳Volatile $5 / $25 200K
21 5 - 39
muse-spark-1.1
Meta · Proprietary
1496±41.0Preliminary
244 票votes 1496.000 [1455.0, 1537.0] 34.00 · 不稳Volatile $1.25 / $4.25 N/A
22 10 - 36
kimi-k2.6
月之暗面 · Modified MIT
1491±19.0
1.0K 票votes 1491.000 [1472.0, 1510.0] 26.00 · 不稳Volatile $0.95 / $4 262.1K
23 10 - 36
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1490±18.0
1.2K 票votes 1490.000 [1472.0, 1508.0] 26.00 · 不稳Volatile N/A N/A
24 10 - 41
gemini-3.5-flash
Google · Proprietary
1486±34.0
328 票votes 1486.000 [1452.0, 1520.0] 31.00 · 不稳Volatile $1.50 / $9 1M
25 18 - 36
gemini-3.1-pro-preview
Google · Proprietary
1483±14.0
2.0K 票votes 1483.000 [1469.0, 1497.0] 18.00 · 不稳Volatile $2 / $12 1M
26 18 - 38
mimo-v2.5-pro
小米 · MIT
1477±18.0
1.1K 票votes 1477.000 [1459.0, 1495.0] 20.00 · 不稳Volatile $0.43 / $0.87 1M
27 19 - 36
claude-opus-4-5-20251101
Anthropic · Proprietary
1474±10.0
8.4K 票votes 1474.000 [1464.0, 1484.0] 17.00 · 不稳Volatile $5 / $25 200K
28 10 - 49
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1473±48.0
165 票votes 1473.000 [1425.0, 1521.0] 39.00 · 不稳Volatile $2.50 / $15 1.1M
29 12 - 44
qwen3.6-max-preview
阿里巴巴 · Proprietary
1472±34.0
310 票votes 1472.000 [1438.0, 1506.0] 32.00 · 不稳Volatile $1.04 / $6.24 262.1K
30 21 - 40
gemini-3-pro
Google · Proprietary
1462±10.0
13.8K 票votes 1462.000 [1452.0, 1472.0] 19.00 · 不稳Volatile $2 / $12 1M
31 20 - 43
deepseek-v4-pro-thinking
DeepSeek · MIT
1462±18.0
1.1K 票votes 1462.000 [1444.0, 1480.0] 23.00 · 不稳Volatile $0.43 / $0.87 1M
32 20 - 43
qwen3.6-plus
阿里巴巴 · Proprietary
1462±16.0
1.4K 票votes 1462.000 [1446.0, 1478.0] 23.00 · 不稳Volatile $0.33 / $1.95 1M
33 19 - 47
kimi-k2.7-code
月之暗面 · Modified MIT
1460±25.0
581 票votes 1460.000 [1435.0, 1485.0] 28.00 · 不稳Volatile $0.82 / $3.75 262.1K
34 12 - 56
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1456±49.0
160 票votes 1456.000 [1407.0, 1505.0] 44.00 · 不稳Volatile $2.50 / $15 1.1M
35 21 - 47
minimax-m3
MiniMax · MiniMax Community License
1454±22.0
789 票votes 1454.000 [1432.0, 1476.0] 26.00 · 不稳Volatile $0.60 / $2.40 N/A
36 25 - 44
glm-4.7
智谱 ZAI · MIT
1449±12.0
4.8K 票votes 1449.000 [1437.0, 1461.0] 19.00 · 不稳Volatile $0.40 / $1.75 202.8K
37 25 - 49
glm-5
智谱 ZAI · MIT
1443±20.0
903 票votes 1443.000 [1423.0, 1463.0] 24.00 · 不稳Volatile $1 / $3.20 202.8K
38 29 - 48
gemini-3-flash
Google · Proprietary
1440±10.0
9.3K 票votes 1440.000 [1430.0, 1450.0] 19.00 · 不稳Volatile $0.50 / $3 1M
39 26 - 52
mimo-v2-pro
小米 · Proprietary
1437±21.0
799 票votes 1437.000 [1416.0, 1458.0] 26.00 · 不稳Volatile $1 / $3 1M
40 19 - 66
gpt-5.4
OpenAI · Proprietary
1432±56.0
108 票votes 1432.000 [1376.0, 1488.0] 47.00 · 不稳Volatile $2.50 / $15 1.1M
41 29 - 55
deepseek-v4-pro
DeepSeek · MIT
1428±19.0
1.1K 票votes 1428.000 [1409.0, 1447.0] 26.00 · 不稳Volatile $0.43 / $0.87 1M
42 27 - 63
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1424±30.0
396 票votes 1424.000 [1394.0, 1454.0] 36.00 · 不稳Volatile $1.75 / $14 400K
43 33 - 55
kimi-k2.5-thinking
月之暗面 · Modified MIT
1423±13.0
2.2K 票votes 1423.000 [1410.0, 1436.0] 22.00 · 不稳Volatile $0.60 / $3 N/A
44 28 - 63
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1419±32.0
360 票votes 1419.000 [1387.0, 1451.0] 35.00 · 不稳Volatile $1.75 / $14 400K
45 33 - 61
gpt-5.4-mini-high
OpenAI · Proprietary
1418±17.0
1.3K 票votes 1418.000 [1401.0, 1435.0] 28.00 · 不稳Volatile $0.75 / $4.50 400K
46 35 - 62
gpt-5.2
OpenAI · Proprietary
1414±18.0
1.5K 票votes 1414.000 [1396.0, 1432.0] 27.00 · 不稳Volatile $1.75 / $14 400K
47 31 - 63
kimi-k2.5-instant
月之暗面 · Modified MIT
1414±25.0
591 票votes 1414.000 [1389.0, 1439.0] 32.00 · 不稳Volatile $0.57 / $2.85 262.1K
48 36 - 63
mimo-v2.5
小米 · MIT
1407±19.0
1.1K 票votes 1407.000 [1388.0, 1426.0] 27.00 · 不稳Volatile $0.14 / $0.28 1M
49 39 - 63
minimax-m2.1-preview
MiniMax · MIT
1404±11.0
6.8K 票votes 1404.000 [1393.0, 1415.0] 24.00 · 不稳Volatile $0.30 / $1.20 204.8K
50 38 - 63
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1403±14.0
1.9K 票votes 1403.000 [1389.0, 1417.0] 25.00 · 不稳Volatile $0.39 / $2.34 262.1K
51 38 - 65
minimax-m2.5
MiniMax · Modified MIT
1402±19.0
1.0K 票votes 1402.000 [1383.0, 1421.0] 27.00 · 不稳Volatile $0.15 / $0.90 204.8K
52 39 - 63
gpt-5-medium
OpenAI · Proprietary
1402±14.0
3.8K 票votes 1402.000 [1388.0, 1416.0] 24.00 · 不稳Volatile $1.25 / $10 400K
53 41 - 63
gpt-5.1-medium
OpenAI · Proprietary
1398±11.0
6.1K 票votes 1398.000 [1387.0, 1409.0] 22.00 · 不稳Volatile $1.25 / $10 400K
54 42 - 63
gemini-3-flash (thinking-minimal)
Google · Proprietary
1397±9.0
7.1K 票votes 1397.000 [1388.0, 1406.0] 21.00 · 不稳Volatile $0.50 / $3 1M
55 42 - 63
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1396±9.0
11.3K 票votes 1396.000 [1387.0, 1405.0] 21.00 · 不稳Volatile $3 / $15 200K
56 39 - 66
minimax-m2.7
MiniMax · Modified MIT
1394±17.0
1.3K 票votes 1394.000 [1377.0, 1411.0] 27.00 · 不稳Volatile $0.25 / $1 204.8K
57 42 - 65
claude-opus-4-1-20250805
Anthropic · Proprietary
1393±10.0
8.6K 票votes 1393.000 [1383.0, 1403.0] 23.00 · 不稳Volatile $15 / $75 200K
58 38 - 73
inkling
Thinky · Apache 2.0
1387±33.0
322 票votes 1387.000 [1354.0, 1420.0] 35.00 · 不稳Volatile $1 / $4.05 1M
59 44 - 66
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1386±9.0
13.0K 票votes 1386.000 [1377.0, 1395.0] 22.00 · 不稳Volatile $3 / $15 200K
60 42 - 72
qwen3.5-27b
阿里巴巴 · Apache 2.0
1383±20.0
926 票votes 1383.000 [1363.0, 1403.0] 30.00 · 不稳Volatile $0.26 / $2.60 262.1K
61 33 - 80
glm-5v-turbo
智谱 ZAI · Proprietary
1380±55.0
136 票votes 1380.000 [1325.0, 1435.0] 47.00 · 不稳Volatile $1.20 / $4 202.8K
62 54 - 73
deepseek-v3.2-thinking
DeepSeek · MIT
1372±12.0
4.0K 票votes 1372.000 [1360.0, 1384.0] 19.00 · 不稳Volatile $0.27 / $0.40 163.8K
63 56 - 76
grok-4.20-beta-0309-reasoning
SpaceXAI · Proprietary
1365±16.0
1.5K 票votes 1365.000 [1349.0, 1381.0] 20.00 · 不稳Volatile $2 / $6 2M
64 54 - 79
gemma-4-31b
Google · Apache 2.0
1364±22.0
761 票votes 1364.000 [1342.0, 1386.0] 25.00 · 不稳Volatile $0.14 / $0.40 262.1K
65 59 - 75
glm-4.6
智谱 ZAI · MIT
1363±10.0
8.3K 票votes 1363.000 [1353.0, 1373.0] 16.00 · 不稳Volatile $0.50 / $2 202.8K
66 59 - 76
mimo-v2-flash (non-thinking)
小米 · MIT
1361±12.0
4.1K 票votes 1361.000 [1349.0, 1373.0] 17.00 · 不稳Volatile $0.10 / $0.30 262.1K
67 59 - 76
gpt-5.1
OpenAI · Proprietary
1360±10.0
10.0K 票votes 1360.000 [1350.0, 1370.0] 17.00 · 不稳Volatile $1.25 / $10 400K
68 42 - 84
hunyuan-hy3-preview
腾讯 · tencent-hunyuan-community
1357±44.0
186 票votes 1357.000 [1313.0, 1401.0] 42.00 · 不稳Volatile N/A N/A
69 43 - 84
gemma-4-26b-a4b
Google · Apache 2.0
1354±44.0
204 票votes 1354.000 [1310.0, 1398.0] 41.00 · 不稳Volatile N/A N/A
70 59 - 79
grok-4.3
SpaceXAI · Proprietary
1354±20.0
1.0K 票votes 1354.000 [1334.0, 1374.0] 20.00 · 不稳Volatile $1.25 / $2.50 1M
71 59 - 79
mimo-v2-flash (thinking)
小米 · MIT
1349±19.0
1.2K 票votes 1349.000 [1330.0, 1368.0] 20.00 · 不稳Volatile $0.10 / $0.30 262.1K
72 59 - 79
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1348±19.0
986 票votes 1348.000 [1329.0, 1367.0] 20.00 · 不稳Volatile $0.26 / $2.08 262.1K
73 62 - 79
gpt-5.2-codex
OpenAI · Proprietary
1340±13.0
3.1K 票votes 1340.000 [1327.0, 1353.0] 17.00 · 不稳Volatile $1.75 / $14 400K
74 66 - 80
gpt-5.1-codex
OpenAI · Proprietary
1337±11.0
6.2K 票votes 1337.000 [1326.0, 1348.0] 14.00 · 不稳Volatile $1.25 / $10 400K
75 66 - 79
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1336±10.0
10.0K 票votes 1336.000 [1326.0, 1346.0] 13.00 · 不稳Volatile $1.15 / $8 262.1K
76 60 - 85
laguna-m.1
Poolside · Apache 2.0
1333±28.0
498 票votes 1333.000 [1305.0, 1361.0] 25.00 · 不稳Volatile $0.20 / $0.40 262.1K
77 62 - 88
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1316±37.0
251 票votes 1316.000 [1279.0, 1353.0] 26.00 · 不稳Volatile $0.14 / $1 262.1K
78 74 - 85
claude-haiku-4-5-20251001
Anthropic · Proprietary
1316±9.0
12.2K 票votes 1316.000 [1307.0, 1325.0] 11.00 · 波动Unstable $1 / $5 200K
79 74 - 85
minimax-m2
MiniMax · Apache 2.0
1312±10.0
8.4K 票votes 1312.000 [1302.0, 1322.0] 11.00 · 波动Unstable $0.30 / $1.20 204.8K
80 74 - 86
deepseek-v3.2
DeepSeek · MIT
1307±11.0
5.3K 票votes 1307.000 [1296.0, 1318.0] 12.00 · 不稳Volatile $0.27 / $0.40 163.8K
81 63 - 91
qwen3.5-flash
阿里巴巴 · Proprietary
1307±44.0
194 票votes 1307.000 [1263.0, 1351.0] 28.00 · 不稳Volatile N/A N/A
82 66 - 91
mistral-medium-3.5
Mistral · Modified MIT
1302±43.0
233 票votes 1302.000 [1259.0, 1345.0] 25.00 · 不稳Volatile $1.50 / $7.50 262.1K
83 72 - 90
laguna-xs.2
Poolside · Apache 2.0
1297±30.0
472 票votes 1297.000 [1267.0, 1327.0] 18.00 · 不稳Volatile $0.10 / $0.20 262.1K
84 76 - 87
deepseek-v3.2-exp
DeepSeek · MIT
1295±12.0
4.9K 票votes 1295.000 [1283.0, 1307.0] 11.00 · 波动Unstable $0.27 / $0.41 163.8K
85 79 - 88
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1291±9.0
10.8K 票votes 1291.000 [1282.0, 1300.0] 9.00 · 波动Unstable $0.40 / $1.60 262.1K
86 80 - 91
gemini-3.1-flash-lite-preview
Google · Proprietary
1274±17.0
1.6K 票votes 1274.000 [1257.0, 1291.0] 11.00 · 波动Unstable $0.25 / $1.50 1M
87 74 - 96
trinity-large-thinking
· Apache 2.0
1271±46.0
196 票votes 1271.000 [1225.0, 1317.0] 22.00 · 不稳Volatile $0.25 / $0.80 262.1K
88 81 - 92
KAT-Coder-Pro-V1
· Proprietary
1267±16.0
1.9K 票votes 1267.000 [1251.0, 1283.0] 11.00 · 波动Unstable $0.21 / $0.83 256K
89 84 - 95
gpt-5.1-codex-mini
OpenAI · Proprietary
1248±18.0
1.4K 票votes 1248.000 [1230.0, 1266.0] 11.00 · 波动Unstable $0.25 / $2 400K
90 87 - 95
grok-4-1-fast-reasoning
SpaceXAI · Proprietary
1244±12.0
5.5K 票votes 1244.000 [1232.0, 1256.0] 8.00 · 波动Unstable $0.20 / $0.50 2M
91 88 - 96
mistral-large-3
Mistral · Apache 2.0
1230±21.0
1.0K 票votes 1230.000 [1209.0, 1251.0] 8.00 · 波动Unstable $0.50 / $1.50 N/A
92 83 - 97
granite-4.1-8b
IBM · Apache 2.0
1226±49.0
219 票votes 1226.000 [1177.0, 1275.0] 14.00 · 不稳Volatile $0.05 / $0.10 131.1K
93 88 - 96
grok-4.1-thinking
SpaceXAI · Proprietary
1217±20.0
1.2K 票votes 1217.000 [1197.0, 1237.0] 8.00 · 波动Unstable N/A N/A
94 88 - 96
devstral-2
Mistral · Modified MIT
1216±19.0
1.3K 票votes 1216.000 [1197.0, 1235.0] 8.00 · 波动Unstable N/A N/A
95 90 - 96
gemini-2.5-pro
Google · Proprietary
1211±14.0
3.3K 票votes 1211.000 [1197.0, 1225.0] 6.00 · 波动Unstable $1.25 / $10 1M
96 83 - 98
mercury-2
Inception AI · Proprietary
1207±70.0
100 票votes 1207.000 [1137.0, 1277.0] 15.00 · 不稳Volatile $0.25 / $0.75 128K
97 95 - 98
grok-4-fast-reasoning
SpaceXAI · Proprietary
1158±24.0
935 票votes 1158.000 [1134.0, 1182.0] 3.00 · 稳定Stable $0.20 / $0.50 2M
98 96 - 98
grok-code-fast-1
SpaceXAI · Proprietary
1146±23.0
981 票votes 1146.000 [1123.0, 1169.0] 2.00 · 稳定Stable $0.20 / $1.50 N/A
99 99 - 99
devstral-medium-2507
Mistral · Proprietary
1098±23.0
993 票votes 1098.000 [1075.0, 1121.0] 0.00 · 稳定Stable $0.40 / $2 128K
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