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 - 1
claude-opus-5-max
Anthropic · Proprietary
1703±16.0
2.1K 票votes 1703.000 [1687.0, 1719.0] 0.00 · 稳定Stable $5 / $25 1M
🥈 2 - 3
kimi-k3-max
月之暗面 · Kimi K3 license
1676±12.0
4.4K 票votes 1676.000 [1664.0, 1688.0] 1.00 · 稳定Stable $3 / $15 1M
🥉 2 - 3
claude-opus-5-high
Anthropic · Proprietary
1667±12.0
3.8K 票votes 1667.000 [1655.0, 1679.0] 1.00 · 稳定Stable $5 / $25 1M
4 4 - 5
claude-fable-5
Anthropic · Proprietary
1631±9.0
6.3K 票votes 1631.000 [1622.0, 1640.0] 1.00 · 稳定Stable $10 / $50 1M
5 4 - 5
gpt-5.6-sol-xhigh (codex-harness)
OpenAI · Proprietary
1621±9.0
5.9K 票votes 1621.000 [1612.0, 1630.0] 1.00 · 稳定Stable $5 / $30 1.1M
6 6 - 6
glm-5.2-max
智谱 ZAI · MIT
1587±9.0
6.3K 票votes 1587.000 [1578.0, 1596.0] 0.00 · 稳定Stable $1.40 / $4.40 1M
7 7 - 10
claude-opus-4-8-thinking
Anthropic · Proprietary
1567±8.0
8.9K 票votes 1567.000 [1559.0, 1575.0] 3.00 · 稳定Stable $5 / $25 1M
8 7 - 10
claude-opus-4-7
Anthropic · Proprietary
1561±7.0
11.7K 票votes 1561.000 [1554.0, 1568.0] 3.00 · 稳定Stable $5 / $25 1M
9 7 - 12
claude-opus-4-7-thinking
Anthropic · Proprietary
1557±7.0
12.3K 票votes 1557.000 [1550.0, 1564.0] 5.00 · 波动Unstable $5 / $25 1M
10 7 - 16
grok-4.5
SpaceXAI · Proprietary
1550±10.0
3.9K 票votes 1550.000 [1540.0, 1560.0] 9.00 · 波动Unstable $2 / $6 500K
11 9 - 16
claude-opus-4-6-thinking
Anthropic · Proprietary
1545±6.0
14.2K 票votes 1545.000 [1539.0, 1551.0] 7.00 · 波动Unstable $5 / $25 1M
12 9 - 20
claude-sonnet-5-high
Anthropic · Proprietary
1542±10.0
4.7K 票votes 1542.000 [1532.0, 1552.0] 11.00 · 波动Unstable $2 / $10 1M
13 10 - 20
claude-opus-4-6
Anthropic · Proprietary
1538±6.0
15.4K 票votes 1538.000 [1532.0, 1544.0] 10.00 · 波动Unstable $5 / $25 1M
14 10 - 20
claude-opus-4-8
Anthropic · Proprietary
1538±8.0
7.8K 票votes 1538.000 [1530.0, 1546.0] 10.00 · 波动Unstable $5 / $25 1M
15 10 - 21
muse-spark-1.1
Meta · Proprietary
1536±11.0Preliminary
3.8K 票votes 1536.000 [1525.0, 1547.0] 11.00 · 波动Unstable $1.25 / $4.25 N/A
16 10 - 23
gemini-3.6-flash
Google · Proprietary
1532±12.0Preliminary
3.3K 票votes 1532.000 [1520.0, 1544.0] 13.00 · 不稳Volatile $1.50 / $7.50 1M
17 12 - 23
seed-2.1-pro-preview
字节跳动 · Proprietary
1527±9.0Preliminary
5.5K 票votes 1527.000 [1518.0, 1536.0] 11.00 · 波动Unstable N/A N/A
18 12 - 25
gpt-5.6-luna-xhigh (codex-harness)
OpenAI · Proprietary
1523±12.0
3.1K 票votes 1523.000 [1511.0, 1535.0] 13.00 · 不稳Volatile $0.20 / $1.20 1M
19 15 - 24
claude-sonnet-4-6
Anthropic · Proprietary
1523±6.0
17.4K 票votes 1523.000 [1517.0, 1529.0] 9.00 · 波动Unstable $3 / $15 1M
20 12 - 25
gpt-5.6-terra-xhigh (codex-harness)
OpenAI · Proprietary
1522±12.0
3.1K 票votes 1522.000 [1510.0, 1534.0] 13.00 · 不稳Volatile $2 / $12 1M
21 16 - 25
qwen3.7-max-20260517
阿里巴巴 · Proprietary
1517±8.0
7.8K 票votes 1517.000 [1509.0, 1525.0] 9.00 · 波动Unstable $1.48 / $4.42 1M
22 12 - 27
hy3
腾讯 · Apache 2.0
1516±17.0
1.5K 票votes 1516.000 [1499.0, 1533.0] 15.00 · 不稳Volatile $0.13 / $0.53 262.1K
23 16 - 25
glm-5.1
智谱 ZAI · MIT
1516±8.0
7.3K 票votes 1516.000 [1508.0, 1524.0] 9.00 · 波动Unstable $1.40 / $4.40 202.8K
24 18 - 27
kimi-k2.6
月之暗面 · Modified MIT
1510±8.0
9.3K 票votes 1510.000 [1502.0, 1518.0] 9.00 · 波动Unstable $0.95 / $4 262.1K
25 19 - 27
gpt-5.5-xhigh (codex-harness)
OpenAI · Proprietary
1508±7.0
10.8K 票votes 1508.000 [1501.0, 1515.0] 8.00 · 波动Unstable $5 / $30 N/A
26 23 - 32
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1494±8.0
10.5K 票votes 1494.000 [1486.0, 1502.0] 9.00 · 波动Unstable $5 / $25 200K
27 23 - 35
gemini-3.5-flash
Google · Proprietary
1492±14.0
2.3K 票votes 1492.000 [1478.0, 1506.0] 12.00 · 不稳Volatile $1.50 / $9 1M
28 26 - 32
minimax-m3
MiniMax · MiniMax Community License
1491±8.0
8.1K 票votes 1491.000 [1483.0, 1499.0] 6.00 · 波动Unstable $0.60 / $2.40 N/A
29 26 - 35
gemini-3.5-flash-medium
Google · Proprietary
1487±8.0
7.3K 票votes 1487.000 [1479.0, 1495.0] 9.00 · 波动Unstable $1.50 / $9 1M
30 26 - 35
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1485±7.0
12.6K 票votes 1485.000 [1478.0, 1492.0] 9.00 · 波动Unstable N/A N/A
31 26 - 37
qwen3.6-max-preview
阿里巴巴 · Proprietary
1478±13.0
2.5K 票votes 1478.000 [1465.0, 1491.0] 11.00 · 波动Unstable $1.03 / $6.16 262.1K
32 28 - 37
mimo-v2.5-pro
小米 · MIT
1473±7.0
11.3K 票votes 1473.000 [1466.0, 1480.0] 9.00 · 波动Unstable $0.43 / $0.87 1.1M
33 28 - 39
kimi-k2.7-code
月之暗面 · Modified MIT
1473±10.0
4.5K 票votes 1473.000 [1463.0, 1483.0] 11.00 · 波动Unstable $0.73 / $3.50 262.1K
34 31 - 40
claude-opus-4-5-20251101
Anthropic · Proprietary
1467±7.0
12.8K 票votes 1467.000 [1460.0, 1474.0] 9.00 · 波动Unstable $5 / $25 200K
35 31 - 40
deepseek-v4-pro-high-preview
DeepSeek · MIT
1465±7.0
10.6K 票votes 1465.000 [1458.0, 1472.0] 9.00 · 波动Unstable $0.43 / $0.87 1M
36 28 - 47
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1462±20.0
1.3K 票votes 1462.000 [1442.0, 1482.0] 19.00 · 不稳Volatile $2.50 / $15 1.1M
37 33 - 42
qwen3.6-plus
阿里巴巴 · Proprietary
1458±6.0
13.4K 票votes 1458.000 [1452.0, 1464.0] 9.00 · 波动Unstable $0.33 / $1.95 1M
38 33 - 42
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1457±7.0
10.9K 票votes 1457.000 [1450.0, 1464.0] 9.00 · 波动Unstable N/A N/A
39 26 - 56
gemini-3.5-flash-lite
Google · Proprietary
1453±44.0Preliminary
215 票votes 1453.000 [1409.0, 1497.0] 30.00 · 不稳Volatile $0.30 / $2.50 1M
40 36 - 50
gemini-3.1-pro-preview
Google · Proprietary
1447±6.0
18.5K 票votes 1447.000 [1441.0, 1453.0] 14.00 · 不稳Volatile $2 / $12 1M
41 36 - 51
deepseek-v4-pro
DeepSeek · MIT
1446±7.0
11.2K 票votes 1446.000 [1439.0, 1453.0] 15.00 · 不稳Volatile $0.43 / $0.87 1M
42 34 - 52
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1444±19.0
1.3K 票votes 1444.000 [1425.0, 1463.0] 18.00 · 不稳Volatile $2.50 / $15 1.1M
43 38 - 52
gemini-3-pro
Google · Proprietary
1438±9.0
13.5K 票votes 1438.000 [1429.0, 1447.0] 14.00 · 不稳Volatile $2 / $12 1M
44 38 - 52
gemini-3-flash
Google · Proprietary
1438±9.0
10.4K 票votes 1438.000 [1429.0, 1447.0] 14.00 · 不稳Volatile $0.50 / $3 1M
45 38 - 52
mimo-v2.5
小米 · MIT
1436±7.0
10.2K 票votes 1436.000 [1429.0, 1443.0] 14.00 · 不稳Volatile $0.14 / $0.28 1.1M
46 39 - 52
kimi-k2.5-thinking
月之暗面 · Modified MIT
1436±6.0
15.9K 票votes 1436.000 [1430.0, 1442.0] 13.00 · 不稳Volatile $0.60 / $3 N/A
47 38 - 52
glm-5
智谱 ZAI · MIT
1435±8.0
7.0K 票votes 1435.000 [1427.0, 1443.0] 14.00 · 不稳Volatile $1 / $3.20 202.8K
48 38 - 54
glm-4.7
智谱 ZAI · MIT
1433±12.0
3.8K 票votes 1433.000 [1421.0, 1445.0] 16.00 · 不稳Volatile $0.40 / $1.75 204.8K
49 39 - 52
mimo-v2-pro
小米 · Proprietary
1433±8.0
6.8K 票votes 1433.000 [1425.0, 1441.0] 13.00 · 不稳Volatile $1 / $3 1M
50 40 - 52
deepseek-v4-flash-high-preview
DeepSeek · MIT
1432±7.0
9.2K 票votes 1432.000 [1425.0, 1439.0] 12.00 · 不稳Volatile $0.14 / $0.28 1M
51 39 - 64
gpt-5.2
OpenAI · Proprietary
1419±23.0
1.0K 票votes 1419.000 [1396.0, 1442.0] 25.00 · 不稳Volatile $1.75 / $14 400K
52 41 - 60
gpt-5-medium
OpenAI · Proprietary
1419±16.0
3.0K 票votes 1419.000 [1403.0, 1435.0] 19.00 · 不稳Volatile $1.25 / $10 400K
53 49 - 60
inkling
Thinky · Apache 2.0
1412±10.0
4.7K 票votes 1412.000 [1402.0, 1422.0] 11.00 · 波动Unstable $1 / $4.05 1M
54 49 - 64
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1409±14.0
2.5K 票votes 1409.000 [1395.0, 1423.0] 15.00 · 不稳Volatile $1.75 / $14 400K
55 50 - 65
kimi-k2.5-instant
月之暗面 · Modified MIT
1405±12.0
3.1K 票votes 1405.000 [1393.0, 1417.0] 15.00 · 不稳Volatile $0.57 / $2.85 262.1K
56 51 - 65
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1400±6.0
15.8K 票votes 1400.000 [1394.0, 1406.0] 14.00 · 不稳Volatile $0.39 / $2.34 262.1K
57 51 - 66
gpt-5.4-mini-high
OpenAI · Proprietary
1399±7.0
10.9K 票votes 1399.000 [1392.0, 1406.0] 15.00 · 不稳Volatile $0.75 / $4.50 400K
58 50 - 67
glm-5v-turbo
智谱 ZAI · Proprietary
1399±14.0
2.1K 票votes 1399.000 [1385.0, 1413.0] 17.00 · 不稳Volatile $1.20 / $4 202.8K
59 51 - 66
minimax-m2.7
MiniMax · Modified MIT
1399±7.0
11.9K 票votes 1399.000 [1392.0, 1406.0] 15.00 · 不稳Volatile $0.25 / $1 204.8K
60 53 - 67
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1392±8.0
12.7K 票votes 1392.000 [1384.0, 1400.0] 14.00 · 不稳Volatile $3 / $15 200K
61 53 - 70
gpt-5.1-medium
OpenAI · Proprietary
1390±12.0
4.7K 票votes 1390.000 [1378.0, 1402.0] 17.00 · 不稳Volatile $1.25 / $10 400K
62 51 - 72
gpt-5.4
OpenAI · Proprietary
1389±18.0
1.2K 票votes 1389.000 [1371.0, 1407.0] 21.00 · 不稳Volatile $2.50 / $15 1.1M
63 53 - 70
claude-opus-4-1-20250805
Anthropic · Proprietary
1389±11.0
6.7K 票votes 1389.000 [1378.0, 1400.0] 17.00 · 不稳Volatile $15 / $75 200K
64 53 - 70
minimax-m2.1-preview
MiniMax · MIT
1388±10.0
7.3K 票votes 1388.000 [1378.0, 1398.0] 17.00 · 不稳Volatile $0.30 / $1.20 204.8K
65 55 - 70
minimax-m2.5
MiniMax · Modified MIT
1386±8.0
7.2K 票votes 1386.000 [1378.0, 1394.0] 15.00 · 不稳Volatile $0.15 / $0.90 204.8K
66 57 - 70
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1385±7.0
15.1K 票votes 1385.000 [1378.0, 1392.0] 13.00 · 不稳Volatile $3 / $15 200K
67 59 - 70
gemini-3-flash (thinking-minimal)
Google · Proprietary
1383±5.0
20.5K 票votes 1383.000 [1378.0, 1388.0] 11.00 · 波动Unstable $0.50 / $3 1M
68 61 - 74
grok-4.20-beta-0309-reasoning
SpaceXAI · Proprietary
1374±6.0
14.1K 票votes 1374.000 [1368.0, 1380.0] 13.00 · 不稳Volatile $2 / $6 2M
69 61 - 77
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1369±12.0
3.4K 票votes 1369.000 [1357.0, 1381.0] 16.00 · 不稳Volatile $1.75 / $14 400K
70 61 - 79
gemma-4-26b-a4b
Google · Apache 2.0
1367±17.0
1.4K 票votes 1367.000 [1350.0, 1384.0] 18.00 · 不稳Volatile N/A N/A
71 67 - 77
gemma-4-31b
Google · Apache 2.0
1364±8.0
7.4K 票votes 1364.000 [1356.0, 1372.0] 10.00 · 波动Unstable $0.14 / $0.40 262.1K
72 68 - 77
deepseek-v3.2-thinking
DeepSeek · MIT
1361±9.0
6.6K 票votes 1361.000 [1352.0, 1370.0] 9.00 · 波动Unstable $0.27 / $0.40 163.8K
73 68 - 77
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1360±8.0
7.7K 票votes 1360.000 [1352.0, 1368.0] 9.00 · 波动Unstable $0.26 / $2.08 262.1K
74 69 - 79
qwen3.5-27b
阿里巴巴 · Apache 2.0
1358±8.0
7.3K 票votes 1358.000 [1350.0, 1366.0] 10.00 · 波动Unstable $0.20 / $1.56 262.1K
75 67 - 82
hunyuan-hy3-preview
腾讯 · tencent-hunyuan-community
1357±18.0
1.4K 票votes 1357.000 [1339.0, 1375.0] 15.00 · 不稳Volatile N/A N/A
76 69 - 79
grok-4.3
SpaceXAI · Proprietary
1357±7.0
10.2K 票votes 1357.000 [1350.0, 1364.0] 10.00 · 波动Unstable $1.25 / $2.50 1M
77 69 - 82
laguna-m.1
Poolside · Apache 2.0
1349±10.0
4.9K 票votes 1349.000 [1339.0, 1359.0] 13.00 · 不稳Volatile $0.20 / $0.40 262.1K
78 73 - 82
gpt-5.1
OpenAI · Proprietary
1341±9.0
10.3K 票votes 1341.000 [1332.0, 1350.0] 9.00 · 波动Unstable $1.25 / $10 400K
79 73 - 85
glm-4.6
智谱 ZAI · MIT
1339±11.0
6.6K 票votes 1339.000 [1328.0, 1350.0] 12.00 · 不稳Volatile $0.50 / $2 204.8K
80 76 - 85
gpt-5.2-codex
OpenAI · Proprietary
1338±9.0
6.4K 票votes 1338.000 [1329.0, 1347.0] 9.00 · 波动Unstable $1.75 / $14 400K
81 76 - 85
gpt-5.1-codex
OpenAI · Proprietary
1336±12.0
4.8K 票votes 1336.000 [1324.0, 1348.0] 9.00 · 波动Unstable $1.25 / $10 400K
82 76 - 85
mimo-v2-flash (non-thinking)
小米 · MIT
1331±10.0
5.4K 票votes 1331.000 [1321.0, 1341.0] 9.00 · 波动Unstable $0.10 / $0.30 262.1K
83 79 - 85
claude-haiku-4-5-20251001
Anthropic · Proprietary
1325±5.0
24.0K 票votes 1325.000 [1320.0, 1330.0] 6.00 · 波动Unstable $1 / $5 200K
84 79 - 85
deepseek-v3.2
DeepSeek · MIT
1323±8.0
8.9K 票votes 1323.000 [1315.0, 1331.0] 6.00 · 波动Unstable $0.27 / $0.40 163.8K
85 79 - 86
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1322±7.0
12.5K 票votes 1322.000 [1315.0, 1329.0] 7.00 · 波动Unstable $1.15 / $8 262.1K
86 85 - 88
laguna-xs.2
Poolside · Apache 2.0
1304±11.0
3.8K 票votes 1304.000 [1293.0, 1315.0] 3.00 · 稳定Stable $0.10 / $0.20 262.1K
87 86 - 88
minimax-m2
MiniMax · Apache 2.0
1297±11.0
6.5K 票votes 1297.000 [1286.0, 1308.0] 2.00 · 稳定Stable $0.26 / $1.02 204.8K
88 86 - 92
mimo-v2-flash (thinking)
小米 · MIT
1291±17.0
1.6K 票votes 1291.000 [1274.0, 1308.0] 6.00 · 波动Unstable $0.10 / $0.30 262.1K
89 88 - 94
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1272±8.0
12.2K 票votes 1272.000 [1264.0, 1280.0] 6.00 · 波动Unstable $0.40 / $1.60 262.1K
90 88 - 97
deepseek-v3.2-exp
DeepSeek · MIT
1272±14.0
3.8K 票votes 1272.000 [1258.0, 1286.0] 9.00 · 波动Unstable $0.27 / $0.41 163.8K
91 88 - 99
mistral-medium-3.5
Mistral · Modified MIT
1267±16.0
2.1K 票votes 1267.000 [1251.0, 1283.0] 11.00 · 波动Unstable $1.50 / $7.50 262.1K
92 90 - 99
gemini-3.1-flash-lite-preview
Google · Proprietary
1256±7.0
13.3K 票votes 1256.000 [1249.0, 1263.0] 9.00 · 波动Unstable $0.25 / $1.50 1M
93 88 - 101
KAT-Coder-Pro-V1
· Proprietary
1255±20.0
1.4K 票votes 1255.000 [1235.0, 1275.0] 13.00 · 不稳Volatile $0.21 / $0.83 256K
94 89 - 101
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1250±18.0
1.5K 票votes 1250.000 [1232.0, 1268.0] 12.00 · 不稳Volatile $0.14 / $1 262.1K
95 89 - 101
gpt-5.1-codex-mini
OpenAI · Proprietary
1244±22.0
1.1K 票votes 1244.000 [1222.0, 1266.0] 12.00 · 不稳Volatile $0.25 / $2 400K
96 91 - 101
grok-4-1-fast-reasoning
SpaceXAI · Proprietary
1240±11.0
5.3K 票votes 1240.000 [1229.0, 1251.0] 10.00 · 波动Unstable $0.20 / $0.50 2M
97 90 - 101
trinity-large-thinking
· Apache 2.0
1239±21.0
1.3K 票votes 1239.000 [1218.0, 1260.0] 11.00 · 波动Unstable $0.22 / $0.85 262.1K
98 90 - 101
qwen3.5-flash
阿里巴巴 · Proprietary
1238±20.0
1.3K 票votes 1238.000 [1218.0, 1258.0] 11.00 · 波动Unstable N/A N/A
99 91 - 103
mistral-large-3
Mistral · Apache 2.0
1230±26.0
808 票votes 1230.000 [1204.0, 1256.0] 12.00 · 不稳Volatile $0.50 / $1.50 N/A
100 93 - 103
gemini-2.5-pro
Google · Proprietary
1224±16.0
2.7K 票votes 1224.000 [1208.0, 1240.0] 10.00 · 波动Unstable $1.25 / $10 1M
101 93 - 106
grok-4.1-thinking
SpaceXAI · Proprietary
1210±25.0
945 票votes 1210.000 [1185.0, 1235.0] 13.00 · 不稳Volatile N/A N/A
102 99 - 106
granite-4.1-8b
IBM · Apache 2.0
1194±19.0
1.7K 票votes 1194.000 [1175.0, 1213.0] 7.00 · 波动Unstable $0.05 / $0.10 131.1K
103 99 - 106
devstral-2
Mistral · Modified MIT
1194±21.0
1.1K 票votes 1194.000 [1173.0, 1215.0] 7.00 · 波动Unstable N/A N/A
104 101 - 106
mercury-2
Inception AI · Proprietary
1166±26.0
888 票votes 1166.000 [1140.0, 1192.0] 5.00 · 波动Unstable $0.25 / $0.75 128K
105 101 - 106
grok-code-fast-1
SpaceXAI · Proprietary
1163±28.0
782 票votes 1163.000 [1135.0, 1191.0] 5.00 · 波动Unstable $0.20 / $1.50 N/A
106 101 - 106
grok-4-fast-reasoning
SpaceXAI · Proprietary
1160±28.0
731 票votes 1160.000 [1132.0, 1188.0] 5.00 · 波动Unstable $0.20 / $0.50 2M
107 107 - 107
devstral-medium-2507
Mistral · Proprietary
1079±31.0
825 票votes 1079.000 [1048.0, 1110.0] 0.00 · 稳定Stable $0.40 / $2 128K
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