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 - 3
gpt-5.6-sol-xhigh (codex-harness)
OpenAI · Proprietary
1648±0.0
386 票votes 1648.000 [1648.0, 1648.0] 2.00 · 稳定Stable N/A N/A
🥈 1 - 3
glm-5.2 (max)
智谱 ZAI · MIT
1607±0.0
1.2K 票votes 1607.000 [1607.0, 1607.0] 2.00 · 稳定Stable $1.40 / $4.40 1M
🥉 1 - 4
claude-fable-5
Anthropic · Proprietary
1606±0.0
527 票votes 1606.000 [1606.0, 1606.0] 3.00 · 稳定Stable $10 / $50 1M
4 4 - 11
claude-opus-4-7-thinking
Anthropic · Proprietary
1561±0.0
3.0K 票votes 1561.000 [1561.0, 1561.0] 7.00 · 波动Unstable $5 / $25 1M
5 4 - 13
claude-opus-4-8-thinking
Anthropic · Proprietary
1559±0.0
1.8K 票votes 1559.000 [1559.0, 1559.0] 9.00 · 波动Unstable $5 / $25 1M
6 4 - 13
claude-opus-4-7
Anthropic · Proprietary
1555±0.0
2.9K 票votes 1555.000 [1555.0, 1555.0] 9.00 · 波动Unstable $5 / $25 1M
7 3 - 16
claude-sonnet-5-high
Anthropic · Proprietary
1555±0.0
710 票votes 1555.000 [1555.0, 1555.0] 13.00 · 不稳Volatile $2 / $10 1M
8 4 - 19
seed-2.1-pro-preview
字节跳动 · Proprietary
1542±0.0
1.0K 票votes 1542.000 [1542.0, 1542.0] 15.00 · 不稳Volatile N/A N/A
9 4 - 19
grok-4.5
SpaceXAI · Proprietary
1541±0.0
486 票votes 1541.000 [1541.0, 1541.0] 15.00 · 不稳Volatile $2 / $6 500K
10 5 - 18
claude-opus-4-6-thinking
Anthropic · Proprietary
1537±0.0
3.7K 票votes 1537.000 [1537.0, 1537.0] 13.00 · 不稳Volatile $5 / $25 1M
11 4 - 19
claude-opus-4-8
Anthropic · Proprietary
1535±0.0
1.7K 票votes 1535.000 [1535.0, 1535.0] 15.00 · 不稳Volatile $5 / $25 1M
12 5 - 19
minimax-m3
MiniMax · MiniMax Community License
1530±0.0
1.7K 票votes 1530.000 [1530.0, 1530.0] 14.00 · 不稳Volatile $0.60 / $2.40 N/A
13 7 - 19
claude-opus-4-6
Anthropic · Proprietary
1530±0.0
4.0K 票votes 1530.000 [1530.0, 1530.0] 12.00 · 不稳Volatile $5 / $25 1M
14 7 - 19
kimi-k2.6
月之暗面 · Modified MIT
1529±0.0
2.6K 票votes 1529.000 [1529.0, 1529.0] 12.00 · 不稳Volatile $0.95 / $4 262.1K
15 7 - 19
qwen3.7-max-20260517
阿里巴巴 · Proprietary
1528±0.0
1.8K 票votes 1528.000 [1528.0, 1528.0] 12.00 · 不稳Volatile $1.25 / $3.75 1M
16 4 - 23
muse-spark-1.1
Meta · Proprietary
1526±0.0
444 票votes 1526.000 [1526.0, 1526.0] 19.00 · 不稳Volatile $1.25 / $4.25 N/A
17 8 - 19
claude-sonnet-4-6
Anthropic · Proprietary
1518±0.0
4.7K 票votes 1518.000 [1518.0, 1518.0] 11.00 · 波动Unstable $3 / $15 1M
18 9 - 23
glm-5.1
智谱 ZAI · MIT
1511±0.0
1.8K 票votes 1511.000 [1511.0, 1511.0] 14.00 · 不稳Volatile $1.40 / $4.40 202.8K
19 8 - 24
kimi-k2.7-code
月之暗面 · Modified MIT
1510±0.0
1.2K 票votes 1510.000 [1510.0, 1510.0] 16.00 · 不稳Volatile $0.72 / $3.49 262.1K
20 17 - 25
gpt-5.5-xhigh (codex-harness)
OpenAI · Proprietary
1493±0.0
2.6K 票votes 1493.000 [1493.0, 1493.0] 8.00 · 波动Unstable N/A N/A
21 17 - 27
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1488±0.0
3.2K 票votes 1488.000 [1488.0, 1488.0] 10.00 · 波动Unstable $5 / $25 200K
22 17 - 32
gemini-3.5-flash-medium
Google · Proprietary
1485±0.0
1.4K 票votes 1485.000 [1485.0, 1485.0] 15.00 · 不稳Volatile $1.50 / $9 1M
23 19 - 29
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1484±0.0
2.9K 票votes 1484.000 [1484.0, 1484.0] 10.00 · 波动Unstable N/A N/A
24 17 - 40
qwen3.6-max-preview
阿里巴巴 · Proprietary
1479±0.0
834 票votes 1479.000 [1479.0, 1479.0] 23.00 · 不稳Volatile $1.04 / $6.24 262.1K
25 21 - 40
mimo-v2.5-pro
小米 · MIT
1466±0.0
2.8K 票votes 1466.000 [1466.0, 1466.0] 19.00 · 不稳Volatile $0.43 / $0.87 1M
26 22 - 40
claude-opus-4-5-20251101
Anthropic · Proprietary
1463±0.0
3.9K 票votes 1463.000 [1463.0, 1463.0] 18.00 · 不稳Volatile $5 / $25 200K
27 22 - 42
deepseek-v4-pro-thinking
DeepSeek · MIT
1461±0.0
2.6K 票votes 1461.000 [1461.0, 1461.0] 20.00 · 不稳Volatile $0.43 / $0.87 1M
28 23 - 41
gemini-3.1-pro-preview
Google · Proprietary
1459±0.0
4.7K 票votes 1459.000 [1459.0, 1459.0] 18.00 · 不稳Volatile $2 / $12 1M
29 23 - 42
gemini-3-pro
Google · Proprietary
1459±0.0
4.1K 票votes 1459.000 [1459.0, 1459.0] 19.00 · 不稳Volatile $2 / $12 1M
30 20 - 44
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1458±0.0
413 票votes 1458.000 [1458.0, 1458.0] 24.00 · 不稳Volatile $2.50 / $15 1.1M
31 24 - 42
deepseek-v4-pro
DeepSeek · MIT
1455±0.0
2.6K 票votes 1455.000 [1455.0, 1455.0] 18.00 · 不稳Volatile $0.43 / $0.87 1M
32 24 - 42
qwen3.6-plus
阿里巴巴 · Proprietary
1453±0.0
3.3K 票votes 1453.000 [1453.0, 1453.0] 18.00 · 不稳Volatile $0.33 / $1.95 1M
33 23 - 44
glm-4.7
智谱 ZAI · MIT
1451±0.0
1.2K 票votes 1451.000 [1451.0, 1451.0] 21.00 · 不稳Volatile $0.40 / $1.75 202.8K
34 24 - 43
kimi-k2.5-thinking
月之暗面 · Modified MIT
1451±0.0
4.4K 票votes 1451.000 [1451.0, 1451.0] 19.00 · 不稳Volatile $0.60 / $3 N/A
35 24 - 43
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1448±0.0
2.6K 票votes 1448.000 [1448.0, 1448.0] 19.00 · 不稳Volatile N/A N/A
36 24 - 43
gemini-3-flash
Google · Proprietary
1448±0.0
3.3K 票votes 1448.000 [1448.0, 1448.0] 19.00 · 不稳Volatile $0.50 / $3 1M
37 21 - 46
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1447±0.0
399 票votes 1447.000 [1447.0, 1447.0] 25.00 · 不稳Volatile $2.50 / $15 1.1M
38 24 - 44
mimo-v2.5
小米 · MIT
1446±0.0
2.4K 票votes 1446.000 [1446.0, 1446.0] 20.00 · 不稳Volatile $0.10 / $0.28 1M
39 24 - 45
kimi-k2.5-instant
月之暗面 · Modified MIT
1438±0.0
961 票votes 1438.000 [1438.0, 1438.0] 21.00 · 不稳Volatile $0.38 / $2.02 262.1K
40 27 - 45
glm-5
智谱 ZAI · MIT
1437±0.0
2.1K 票votes 1437.000 [1437.0, 1437.0] 18.00 · 不稳Volatile $1 / $3.20 202.8K
41 32 - 47
mimo-v2-pro
小米 · Proprietary
1428±0.0
2.1K 票votes 1428.000 [1428.0, 1428.0] 15.00 · 不稳Volatile $1 / $3 1M
42 28 - 52
gpt-5-medium
OpenAI · Proprietary
1426±0.0
794 票votes 1426.000 [1426.0, 1426.0] 24.00 · 不稳Volatile $1.25 / $10 400K
43 24 - 64
glm-5v-turbo
智谱 ZAI · Proprietary
1423±0.0
194 票votes 1423.000 [1423.0, 1423.0] 40.00 · 不稳Volatile $1.20 / $4 202.8K
44 40 - 60
minimax-m2.1-preview
MiniMax · MIT
1404±0.0
2.4K 票votes 1404.000 [1404.0, 1404.0] 20.00 · 不稳Volatile $0.30 / $1.20 204.8K
45 42 - 60
minimax-m2.7
MiniMax · Modified MIT
1403±0.0
3.0K 票votes 1403.000 [1403.0, 1403.0] 18.00 · 不稳Volatile $0.24 / $0.96 204.8K
46 42 - 60
grok-4.20-beta-0309-reasoning
SpaceXAI · Proprietary
1401±0.0
3.8K 票votes 1401.000 [1401.0, 1401.0] 18.00 · 不稳Volatile $2 / $6 2M
47 42 - 60
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1399±0.0
4.0K 票votes 1399.000 [1399.0, 1399.0] 18.00 · 不稳Volatile $0.39 / $2.45 256K
48 41 - 64
gpt-5.1-medium
OpenAI · Proprietary
1397±0.0
1.2K 票votes 1397.000 [1397.0, 1397.0] 23.00 · 不稳Volatile $1.25 / $10 400K
49 38 - 67
gemma-4-26b-a4b
Google · Apache 2.0
1397±0.0
523 票votes 1397.000 [1397.0, 1397.0] 29.00 · 不稳Volatile N/A N/A
50 35 - 70
gpt-5.2
OpenAI · Proprietary
1395±0.0
265 票votes 1395.000 [1395.0, 1395.0] 35.00 · 不稳Volatile $1.75 / $14 400K
51 42 - 62
gpt-5.4-mini-high
OpenAI · Proprietary
1394±0.0
3.0K 票votes 1394.000 [1394.0, 1394.0] 20.00 · 不稳Volatile $0.75 / $4.50 400K
52 43 - 62
gemini-3-flash (thinking-minimal)
Google · Proprietary
1393±0.0
5.9K 票votes 1393.000 [1393.0, 1393.0] 19.00 · 不稳Volatile $0.50 / $3 1M
53 42 - 67
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1391±0.0
786 票votes 1391.000 [1391.0, 1391.0] 25.00 · 不稳Volatile $1.75 / $14 400K
54 43 - 66
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1387±0.0
3.7K 票votes 1387.000 [1387.0, 1387.0] 23.00 · 不稳Volatile $3 / $15 200K
55 43 - 66
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1386±0.0
4.5K 票votes 1386.000 [1386.0, 1386.0] 23.00 · 不稳Volatile $3 / $15 200K
56 43 - 67
gemma-4-31b
Google · Apache 2.0
1384±0.0
1.9K 票votes 1384.000 [1384.0, 1384.0] 24.00 · 不稳Volatile $0.14 / $0.40 262.1K
57 43 - 67
minimax-m2.5
MiniMax · Modified MIT
1384±0.0
2.1K 票votes 1384.000 [1384.0, 1384.0] 24.00 · 不稳Volatile $0.15 / $0.90 204.8K
58 43 - 67
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1382±0.0
2.4K 票votes 1382.000 [1382.0, 1382.0] 24.00 · 不稳Volatile $0.26 / $2.08 262.1K
59 43 - 70
claude-opus-4-1-20250805
Anthropic · Proprietary
1377±0.0
1.8K 票votes 1377.000 [1377.0, 1377.0] 27.00 · 不稳Volatile $15 / $75 200K
60 47 - 70
grok-4.3
SpaceXAI · Proprietary
1375±0.0
2.4K 票votes 1375.000 [1375.0, 1375.0] 23.00 · 不稳Volatile $1.25 / $2.50 1M
61 47 - 70
deepseek-v3.2-thinking
DeepSeek · MIT
1373±0.0
2.2K 票votes 1373.000 [1373.0, 1373.0] 23.00 · 不稳Volatile $0.21 / $0.32 131.1K
62 51 - 72
qwen3.5-27b
阿里巴巴 · Apache 2.0
1363±0.0
2.3K 票votes 1363.000 [1363.0, 1363.0] 21.00 · 不稳Volatile $0.20 / $1.56 262.1K
63 49 - 74
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1361±0.0
1.1K 票votes 1361.000 [1361.0, 1361.0] 25.00 · 不稳Volatile $1.75 / $14 400K
64 49 - 74
laguna-m.1
Poolside · Apache 2.0
1360±0.0
1.0K 票votes 1360.000 [1360.0, 1360.0] 25.00 · 不稳Volatile $0.20 / $0.40 262.1K
65 53 - 74
gpt-5.1-codex
OpenAI · Proprietary
1354±0.0
1.3K 票votes 1354.000 [1354.0, 1354.0] 21.00 · 不稳Volatile $1.25 / $10 400K
66 43 - 77
gpt-5.4
OpenAI · Proprietary
1353±0.0
241 票votes 1353.000 [1353.0, 1353.0] 34.00 · 不稳Volatile $2.50 / $15 1.1M
67 58 - 74
glm-4.6
智谱 ZAI · MIT
1352±0.0
1.8K 票votes 1352.000 [1352.0, 1352.0] 16.00 · 不稳Volatile $0.43 / $1.75 200K
68 58 - 74
gpt-5.2-codex
OpenAI · Proprietary
1352±0.0
2.1K 票votes 1352.000 [1352.0, 1352.0] 16.00 · 不稳Volatile $1.75 / $14 400K
69 58 - 74
gpt-5.1
OpenAI · Proprietary
1351±0.0
3.0K 票votes 1351.000 [1351.0, 1351.0] 16.00 · 不稳Volatile $1.25 / $10 400K
70 51 - 77
hunyuan-hy3-preview
腾讯 · tencent-hunyuan-community
1347±0.0
423 票votes 1347.000 [1347.0, 1347.0] 26.00 · 不稳Volatile N/A N/A
71 62 - 77
mimo-v2-flash (non-thinking)
小米 · MIT
1340±0.0
1.7K 票votes 1340.000 [1340.0, 1340.0] 15.00 · 不稳Volatile $0.10 / $0.30 262.1K
72 63 - 77
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1336±0.0
3.8K 票votes 1336.000 [1336.0, 1336.0] 14.00 · 不稳Volatile $1.15 / $8 262.1K
73 63 - 77
deepseek-v3.2
DeepSeek · MIT
1334±0.0
2.8K 票votes 1334.000 [1334.0, 1334.0] 14.00 · 不稳Volatile $0.21 / $0.32 131.1K
74 62 - 79
mimo-v2-flash (thinking)
小米 · MIT
1330±0.0
563 票votes 1330.000 [1330.0, 1330.0] 17.00 · 不稳Volatile $0.10 / $0.30 262.1K
75 69 - 77
claude-haiku-4-5-20251001
Anthropic · Proprietary
1319±0.0
6.6K 票votes 1319.000 [1319.0, 1319.0] 8.00 · 波动Unstable $1 / $5 200K
76 69 - 84
laguna-xs.2
Poolside · Apache 2.0
1315±0.0
1.1K 票votes 1315.000 [1315.0, 1315.0] 15.00 · 不稳Volatile $0.10 / $0.20 262.1K
77 69 - 82
minimax-m2
MiniMax · Apache 2.0
1314±0.0
1.7K 票votes 1314.000 [1314.0, 1314.0] 13.00 · 不稳Volatile $0.26 / $1.02 204.8K
78 75 - 85
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1296±0.0
3.6K 票votes 1296.000 [1296.0, 1296.0] 10.00 · 波动Unstable $0.40 / $1.60 262.1K
79 75 - 89
mistral-medium-3.5
Mistral · Modified MIT
1279±0.0
673 票votes 1279.000 [1279.0, 1279.0] 14.00 · 不稳Volatile $1.50 / $7.50 262.1K
80 78 - 89
deepseek-v3.2-exp
DeepSeek · MIT
1274±0.0
930 票votes 1274.000 [1274.0, 1274.0] 11.00 · 波动Unstable $0.27 / $0.41 163.8K
81 76 - 91
KAT-Coder-Pro-V1
快手 · Proprietary
1269±0.0
306 票votes 1269.000 [1269.0, 1269.0] 15.00 · 不稳Volatile $0.21 / $0.83 256K
82 76 - 91
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1269±0.0
465 票votes 1269.000 [1269.0, 1269.0] 15.00 · 不稳Volatile $0.14 / $1 262.1K
83 76 - 91
qwen3.5-flash
阿里巴巴 · Proprietary
1267±0.0
423 票votes 1267.000 [1267.0, 1267.0] 15.00 · 不稳Volatile N/A N/A
84 77 - 92
trinity-large-thinking
Arcee AI · Apache 2.0
1264±0.0
407 票votes 1264.000 [1264.0, 1264.0] 15.00 · 不稳Volatile $0.25 / $0.80 262.1K
85 77 - 92
mistral-large-3
Mistral · Apache 2.0
1256±0.0
227 票votes 1256.000 [1256.0, 1256.0] 15.00 · 不稳Volatile $0.50 / $1.50 N/A
86 79 - 91
grok-4-1-fast-reasoning
SpaceXAI · Proprietary
1255±0.0
1.7K 票votes 1255.000 [1255.0, 1255.0] 12.00 · 不稳Volatile $0.20 / $0.50 2M
87 79 - 92
gpt-5.1-codex-mini
OpenAI · Proprietary
1246±0.0
332 票votes 1246.000 [1246.0, 1246.0] 13.00 · 不稳Volatile $0.25 / $2 400K
88 79 - 91
gemini-3.1-flash-lite-preview
Google · Proprietary
1244±0.0
4.0K 票votes 1244.000 [1244.0, 1244.0] 12.00 · 不稳Volatile $0.25 / $1.50 1M
89 79 - 92
gemini-2.5-pro
Google · Proprietary
1231±0.0
676 票votes 1231.000 [1231.0, 1231.0] 13.00 · 不稳Volatile $1.25 / $10 1M
90 81 - 94
devstral-2
Mistral · Modified MIT
1217±0.0
445 票votes 1217.000 [1217.0, 1217.0] 13.00 · 不稳Volatile N/A N/A
91 81 - 96
grok-4.1-thinking
SpaceXAI · Proprietary
1202±0.0
239 票votes 1202.000 [1202.0, 1202.0] 15.00 · 不稳Volatile N/A N/A
92 86 - 96
granite-4.1-8b
IBM · Apache 2.0
1201±0.0
573 票votes 1201.000 [1201.0, 1201.0] 10.00 · 波动Unstable $0.05 / $0.10 131.1K
93 90 - 96
grok-4-fast-reasoning
SpaceXAI · Proprietary
1154±0.0
203 票votes 1154.000 [1154.0, 1154.0] 6.00 · 波动Unstable $0.20 / $0.50 2M
94 90 - 96
grok-code-fast-1
SpaceXAI · Proprietary
1143±0.0
203 票votes 1143.000 [1143.0, 1143.0] 6.00 · 波动Unstable $0.20 / $1.50 N/A
95 91 - 96
devstral-medium-2507
Mistral · Proprietary
1133±0.0
206 票votes 1133.000 [1133.0, 1133.0] 5.00 · 波动Unstable $0.40 / $2 128K
96 91 - 96
mercury-2
Inception AI · Proprietary
1128±0.0
296 票votes 1128.000 [1128.0, 1128.0] 5.00 · 波动Unstable $0.25 / $0.75 128K
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