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-opus-5-max
Anthropic · Proprietary
1678±56.0
156 票votes 1678.000 [1622.0, 1734.0] 3.00 · 稳定Stable $5 / $25 1M
🥈 1 - 4
claude-opus-5-high
Anthropic · Proprietary
1662±41.0
281 票votes 1662.000 [1621.0, 1703.0] 3.00 · 稳定Stable $5 / $25 1M
🥉 1 - 7
qwen3.8-max
阿里巴巴 · Proprietary
1646±65.0Preliminary
112 票votes 1646.000 [1581.0, 1711.0] 6.00 · 波动Unstable $2 / $6 1M
4 1 - 6
kimi-k3-max
月之暗面 · Kimi K3 license
1641±33.0
551 票votes 1641.000 [1608.0, 1674.0] 5.00 · 波动Unstable $3 / $15 1M
5 3 - 7
claude-fable-5
Anthropic · Proprietary
1594±25.0
729 票votes 1594.000 [1569.0, 1619.0] 4.00 · 稳定Stable $10 / $50 1M
6 3 - 12
gpt-5.6-sol-xhigh (codex-harness)
OpenAI · Proprietary
1587±28.0
605 票votes 1587.000 [1559.0, 1615.0] 9.00 · 波动Unstable $5 / $30 1.1M
7 4 - 18
claude-opus-4-8-thinking
Anthropic · Proprietary
1562±19.0
1.1K 票votes 1562.000 [1543.0, 1581.0] 14.00 · 不稳Volatile $5 / $25 1M
8 6 - 20
claude-opus-4-7-thinking
Anthropic · Proprietary
1551±16.0
1.7K 票votes 1551.000 [1535.0, 1567.0] 14.00 · 不稳Volatile $5 / $25 1M
9 6 - 26
glm-5.2-max
智谱 ZAI · MIT
1543±24.0
764 票votes 1543.000 [1519.0, 1567.0] 20.00 · 不稳Volatile $1.40 / $4.40 1M
10 7 - 22
claude-opus-4-6-thinking
Anthropic · Proprietary
1542±16.0
1.8K 票votes 1542.000 [1526.0, 1558.0] 15.00 · 不稳Volatile $5 / $25 1M
11 7 - 25
claude-opus-4-7
Anthropic · Proprietary
1538±17.0
1.5K 票votes 1538.000 [1521.0, 1555.0] 18.00 · 不稳Volatile $5 / $25 1M
12 7 - 27
claude-opus-4-8
Anthropic · Proprietary
1538±21.0
1.0K 票votes 1538.000 [1517.0, 1559.0] 20.00 · 不稳Volatile $5 / $25 1M
13 6 - 32
gemini-3.6-flash
Google · Proprietary
1532±33.0Preliminary
396 票votes 1532.000 [1499.0, 1565.0] 26.00 · 不稳Volatile $1.50 / $7.50 1M
14 6 - 32
muse-spark-1.1
Meta · Proprietary
1529±31.0Preliminary
460 票votes 1529.000 [1498.0, 1560.0] 26.00 · 不稳Volatile $1.25 / $4.25 N/A
15 7 - 33
grok-4.5
SpaceXAI · Proprietary
1521±28.0
510 票votes 1521.000 [1493.0, 1549.0] 26.00 · 不稳Volatile $2 / $6 500K
16 6 - 42
hy3
腾讯 · Apache 2.0
1516±53.0
141 票votes 1516.000 [1463.0, 1569.0] 36.00 · 不稳Volatile $0.13 / $0.53 262.1K
17 8 - 36
seed-2.1-pro-preview
字节跳动 · Proprietary
1514±26.0Preliminary
639 票votes 1514.000 [1488.0, 1540.0] 28.00 · 不稳Volatile N/A N/A
18 9 - 32
claude-opus-4-6
Anthropic · Proprietary
1512±15.0
2.0K 票votes 1512.000 [1497.0, 1527.0] 23.00 · 不稳Volatile $5 / $25 1M
19 10 - 33
claude-sonnet-4-6
Anthropic · Proprietary
1508±14.0
2.1K 票votes 1508.000 [1494.0, 1522.0] 23.00 · 不稳Volatile $3 / $15 1M
20 7 - 40
gpt-5.6-luna-xhigh (codex-harness)
OpenAI · Proprietary
1507±36.0
295 票votes 1507.000 [1471.0, 1543.0] 33.00 · 不稳Volatile $0.20 / $1.20 1M
21 10 - 37
glm-5.1
智谱 ZAI · MIT
1503±22.0
829 票votes 1503.000 [1481.0, 1525.0] 27.00 · 不稳Volatile $1.40 / $4.40 202.8K
22 9 - 40
claude-sonnet-5-high
Anthropic · Proprietary
1501±29.0
505 票votes 1501.000 [1472.0, 1530.0] 31.00 · 不稳Volatile $2 / $10 1M
23 7 - 48
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1500±55.0
134 票votes 1500.000 [1445.0, 1555.0] 41.00 · 不稳Volatile $2.50 / $15 1.1M
24 12 - 38
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1497±21.0
1.3K 票votes 1497.000 [1476.0, 1518.0] 26.00 · 不稳Volatile $5 / $25 200K
25 13 - 40
gemini-3.5-flash-medium
Google · Proprietary
1494±23.0
727 票votes 1494.000 [1471.0, 1517.0] 27.00 · 不稳Volatile $1.50 / $9 1M
26 8 - 45
gemini-3.5-flash-high
Google · Proprietary
1493±41.0
230 票votes 1493.000 [1452.0, 1534.0] 37.00 · 不稳Volatile N/A N/A
27 13 - 40
qwen3.7-max-20260517
阿里巴巴 · Proprietary
1492±22.0
874 票votes 1492.000 [1470.0, 1514.0] 27.00 · 不稳Volatile $1.48 / $4.42 1M
28 13 - 40
gpt-5.5-xhigh (codex-harness)
OpenAI · Proprietary
1487±17.0
1.4K 票votes 1487.000 [1470.0, 1504.0] 27.00 · 不稳Volatile $5 / $30 N/A
29 10 - 45
gpt-5.6-terra-xhigh (codex-harness)
OpenAI · Proprietary
1486±36.0
334 票votes 1486.000 [1450.0, 1522.0] 35.00 · 不稳Volatile $2 / $12 1M
30 11 - 45
gemini-3.5-flash
Google · Proprietary
1486±35.0
346 票votes 1486.000 [1451.0, 1521.0] 34.00 · 不稳Volatile $1.50 / $9 1M
31 13 - 41
kimi-k2.6
月之暗面 · Modified MIT
1484±19.0
1.2K 票votes 1484.000 [1465.0, 1503.0] 28.00 · 不稳Volatile $0.95 / $4 262.1K
32 13 - 42
minimax-m3
MiniMax · MiniMax Community License
1483±20.0
1.0K 票votes 1483.000 [1463.0, 1503.0] 29.00 · 不稳Volatile $0.60 / $2.40 N/A
33 18 - 42
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1476±16.0
1.6K 票votes 1476.000 [1460.0, 1492.0] 24.00 · 不稳Volatile N/A N/A
34 18 - 43
mimo-v2.5-pro
小米 · MIT
1472±17.0
1.4K 票votes 1472.000 [1455.0, 1489.0] 25.00 · 不稳Volatile $0.43 / $0.87 1.1M
35 21 - 51
deepseek-v4-pro-high-preview
DeepSeek · MIT
1459±18.0
1.3K 票votes 1459.000 [1441.0, 1477.0] 30.00 · 不稳Volatile $0.43 / $0.87 1M
36 18 - 60
qwen3.6-max-preview
阿里巴巴 · Proprietary
1454±35.0
334 票votes 1454.000 [1419.0, 1489.0] 42.00 · 不稳Volatile $1.03 / $6.16 262.1K
37 26 - 52
qwen3.6-plus
阿里巴巴 · Proprietary
1453±15.0
1.7K 票votes 1453.000 [1438.0, 1468.0] 26.00 · 不稳Volatile $0.33 / $1.95 1M
38 20 - 55
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
39 19 - 66
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1449±38.0
322 票votes 1449.000 [1411.0, 1487.0] 47.00 · 不稳Volatile $1.75 / $14 400K
40 27 - 55
claude-opus-4-5-20251101
Anthropic · Proprietary
1446±18.0
1.6K 票votes 1446.000 [1428.0, 1464.0] 28.00 · 不稳Volatile $5 / $25 200K
41 31 - 59
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1437±17.0
1.4K 票votes 1437.000 [1420.0, 1454.0] 28.00 · 不稳Volatile N/A N/A
42 30 - 62
minimax-m2.5
MiniMax · Modified MIT
1435±21.0
931 票votes 1435.000 [1414.0, 1456.0] 32.00 · 不稳Volatile $0.15 / $0.90 204.8K
43 16 - 75
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1433±61.0
120 票votes 1433.000 [1372.0, 1494.0] 59.00 · 不稳Volatile $2.50 / $15 1.1M
44 34 - 62
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
45 35 - 61
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
46 34 - 64
mimo-v2.5
小米 · MIT
1430±18.0
1.3K 票votes 1430.000 [1412.0, 1448.0] 30.00 · 不稳Volatile $0.14 / $0.28 1.1M
47 31 - 66
mimo-v2-pro
小米 · Proprietary
1430±22.0
823 票votes 1430.000 [1408.0, 1452.0] 35.00 · 不稳Volatile $1 / $3 1M
48 34 - 66
glm-5
智谱 ZAI · MIT
1427±22.0
863 票votes 1427.000 [1405.0, 1449.0] 32.00 · 不稳Volatile $1 / $3.20 202.8K
49 36 - 66
kimi-k2.5-thinking
月之暗面 · Modified MIT
1426±15.0
1.9K 票votes 1426.000 [1411.0, 1441.0] 30.00 · 不稳Volatile $0.60 / $3 N/A
50 37 - 67
deepseek-v4-flash-high-preview
DeepSeek · MIT
1414±19.0
1.2K 票votes 1414.000 [1395.0, 1433.0] 30.00 · 不稳Volatile $0.14 / $0.28 1M
51 35 - 75
glm-4.7
智谱 ZAI · MIT
1410±32.0
487 票votes 1410.000 [1378.0, 1442.0] 40.00 · 不稳Volatile $0.40 / $1.75 204.8K
52 39 - 70
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
53 40 - 70
minimax-m2.7
MiniMax · Modified MIT
1402±17.0
1.4K 票votes 1402.000 [1385.0, 1419.0] 30.00 · 不稳Volatile $0.25 / $1 204.8K
54 21 - 86
gpt-5.2
OpenAI · Proprietary
1402±72.0
110 票votes 1402.000 [1330.0, 1474.0] 65.00 · 不稳Volatile $1.75 / $14 400K
55 39 - 75
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
56 42 - 72
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
57 35 - 81
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
58 37 - 79
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
59 45 - 70
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1397±15.0
1.9K 票votes 1397.000 [1382.0, 1412.0] 25.00 · 不稳Volatile $0.39 / $2.34 262.1K
60 45 - 75
gpt-5.4-mini-high
OpenAI · Proprietary
1394±18.0
1.4K 票votes 1394.000 [1376.0, 1412.0] 30.00 · 不稳Volatile $0.75 / $4.50 400K
61 39 - 80
kimi-k2.5-instant
月之暗面 · Modified MIT
1392±33.0
402 票votes 1392.000 [1359.0, 1425.0] 41.00 · 不稳Volatile $0.57 / $2.85 262.1K
62 39 - 81
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
63 37 - 84
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
64 49 - 78
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
65 44 - 81
inkling
Thinky · Apache 2.0
1383±31.0
435 票votes 1383.000 [1352.0, 1414.0] 37.00 · 不稳Volatile $1 / $4.05 1M
66 50 - 80
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1377±19.0
1.5K 票votes 1377.000 [1358.0, 1396.0] 30.00 · 不稳Volatile $3 / $15 200K
67 41 - 85
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
68 53 - 81
gemini-3-flash (thinking-minimal)
Google · Proprietary
1368±13.0
2.5K 票votes 1368.000 [1355.0, 1381.0] 28.00 · 不稳Volatile $0.50 / $3 1M
69 50 - 84
claude-opus-4-1-20250805
Anthropic · Proprietary
1367±28.0
717 票votes 1367.000 [1339.0, 1395.0] 34.00 · 不稳Volatile $15 / $75 200K
70 50 - 84
deepseek-v3.2-thinking
DeepSeek · MIT
1364±24.0
833 票votes 1364.000 [1340.0, 1388.0] 34.00 · 不稳Volatile $0.27 / $0.40 163.8K
71 44 - 89
hunyuan-hy3-preview
腾讯 · tencent-hunyuan-community
1363±51.0
170 票votes 1363.000 [1312.0, 1414.0] 45.00 · 不稳Volatile N/A N/A
72 54 - 84
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1357±21.0
932 票votes 1357.000 [1336.0, 1378.0] 30.00 · 不稳Volatile $0.26 / $2.08 262.1K
73 54 - 84
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
74 58 - 84
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
75 53 - 88
laguna-m.1
Poolside · Apache 2.0
1352±28.0
581 票votes 1352.000 [1324.0, 1380.0] 35.00 · 不稳Volatile $0.20 / $0.40 262.1K
76 58 - 88
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
77 59 - 88
gpt-5.2-codex
OpenAI · Proprietary
1341±24.0
827 票votes 1341.000 [1317.0, 1365.0] 29.00 · 不稳Volatile $1.75 / $14 400K
78 62 - 88
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 58 - 89
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
80 60 - 88
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
81 66 - 89
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1325±19.0
1.4K 票votes 1325.000 [1306.0, 1344.0] 23.00 · 不稳Volatile $1.15 / $8 262.1K
82 54 - 97
gemma-4-26b-a4b
Google · Apache 2.0
1324±54.0
143 票votes 1324.000 [1270.0, 1378.0] 43.00 · 不稳Volatile N/A N/A
83 66 - 90
gemma-4-31b
Google · Apache 2.0
1319±26.0
715 票votes 1319.000 [1293.0, 1345.0] 24.00 · 不稳Volatile $0.14 / $0.40 262.1K
84 73 - 89
claude-haiku-4-5-20251001
Anthropic · Proprietary
1319±13.0
2.7K 票votes 1319.000 [1306.0, 1332.0] 16.00 · 不稳Volatile $1 / $5 200K
85 66 - 95
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
86 74 - 91
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
87 74 - 97
minimax-m2
MiniMax · Apache 2.0
1296±28.0
688 票votes 1296.000 [1268.0, 1324.0] 23.00 · 不稳Volatile $0.26 / $1.02 204.8K
88 72 - 99
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
89 79 - 99
laguna-xs.2
Poolside · Apache 2.0
1281±31.0
480 票votes 1281.000 [1250.0, 1312.0] 20.00 · 不稳Volatile $0.10 / $0.20 262.1K
90 85 - 100
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1262±19.0
1.4K 票votes 1262.000 [1243.0, 1281.0] 15.00 · 不稳Volatile $0.40 / $1.60 262.1K
91 85 - 102
grok-4-1-fast-reasoning
SpaceXAI · Proprietary
1252±27.0
684 票votes 1252.000 [1225.0, 1279.0] 17.00 · 不稳Volatile $0.20 / $0.50 2M
92 84 - 103
mimo-v2-flash (thinking)
小米 · MIT
1243±48.0
204 票votes 1243.000 [1195.0, 1291.0] 19.00 · 不稳Volatile $0.10 / $0.30 262.1K
93 85 - 103
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
94 88 - 102
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
95 85 - 103
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
96 83 - 104
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
97 86 - 104
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1219±51.0
183 票votes 1219.000 [1168.0, 1270.0] 18.00 · 不稳Volatile $0.14 / $1 262.1K
98 86 - 104
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
99 88 - 104
trinity-large-thinking
· Apache 2.0
1198±68.0
122 票votes 1198.000 [1130.0, 1266.0] 16.00 · 不稳Volatile $0.22 / $0.85 262.1K
100 91 - 104
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
101 90 - 104
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
102 91 - 104
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
103 93 - 104
devstral-2
Mistral · Modified MIT
1160±62.0
135 票votes 1160.000 [1098.0, 1222.0] 11.00 · 波动Unstable N/A N/A
104 96 - 104
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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