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 - 6
claude-opus-4-7
Anthropic · Proprietary
1594±0.0
635 票votes 1594.000 [1594.0, 1594.0] 5.00 · 波动Unstable $5 / $25 1M
🥈 1 - 8
claude-opus-4-7-thinking
Anthropic · Proprietary
1592±0.0
660 票votes 1592.000 [1592.0, 1592.0] 7.00 · 波动Unstable $5 / $25 1M
🥉 1 - 9
glm-5.1
智谱 ZAI · MIT
1585±0.0
390 票votes 1585.000 [1585.0, 1585.0] 8.00 · 波动Unstable $1.40 / $4.40 202.8K
4 1 - 14
qwen3.7-max-20260517
阿里巴巴 · Proprietary
1577±0.0
171 票votes 1577.000 [1577.0, 1577.0] 13.00 · 不稳Volatile N/A N/A
5 1 - 13
claude-opus-4-6-thinking
Anthropic · Proprietary
1559±0.0
1.0K 票votes 1559.000 [1559.0, 1559.0] 12.00 · 不稳Volatile $5 / $25 1M
6 1 - 15
gpt-5.5-xhigh (codex-harness)
OpenAI · Proprietary
1549±0.0
522 票votes 1549.000 [1549.0, 1549.0] 14.00 · 不稳Volatile N/A N/A
7 2 - 14
claude-opus-4-6
Anthropic · Proprietary
1547±0.0
1.1K 票votes 1547.000 [1547.0, 1547.0] 12.00 · 不稳Volatile $5 / $25 1M
8 2 - 17
qwen3.6-max-preview
阿里巴巴 · Proprietary
1530±0.0
291 票votes 1530.000 [1530.0, 1530.0] 15.00 · 不稳Volatile $1.04 / $6.24 262.1K
9 4 - 17
claude-sonnet-4-6
Anthropic · Proprietary
1521±0.0
1.3K 票votes 1521.000 [1521.0, 1521.0] 13.00 · 不稳Volatile $3 / $15 1M
10 4 - 18
kimi-k2.6
月之暗面 · Modified MIT
1520±0.0
491 票votes 1520.000 [1520.0, 1520.0] 14.00 · 不稳Volatile $0.95 / $4 262.1K
11 5 - 21
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1511±0.0
551 票votes 1511.000 [1511.0, 1511.0] 16.00 · 不稳Volatile N/A N/A
12 3 - 26
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1510±0.0
166 票votes 1510.000 [1510.0, 1510.0] 23.00 · 不稳Volatile $2.50 / $15 1.1M
13 4 - 22
gemini-3.5-flash
Google · Proprietary
1508±0.0
281 票votes 1508.000 [1508.0, 1508.0] 18.00 · 不稳Volatile $1.50 / $9 1M
14 4 - 28
muse-spark
Meta · Proprietary
1495±0.0
173 票votes 1495.000 [1495.0, 1495.0] 24.00 · 不稳Volatile N/A N/A
15 8 - 22
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1494±0.0
2.1K 票votes 1494.000 [1494.0, 1494.0] 14.00 · 不稳Volatile $5 / $25 200K
16 8 - 26
mimo-v2.5-pro
小米 · MIT
1480±0.0
597 票votes 1480.000 [1480.0, 1480.0] 18.00 · 不稳Volatile $1 / $3 1M
17 11 - 26
gemini-3.1-pro-preview
Google · Proprietary
1471±0.0
1.2K 票votes 1471.000 [1471.0, 1471.0] 15.00 · 不稳Volatile $2 / $12 1M
18 10 - 28
qwen3.6-plus
阿里巴巴 · Proprietary
1470±0.0
699 票votes 1470.000 [1470.0, 1470.0] 18.00 · 不稳Volatile $0.33 / $1.95 1M
19 7 - 35
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1470±0.0
141 票votes 1470.000 [1470.0, 1470.0] 28.00 · 不稳Volatile $2.50 / $15 1.1M
20 12 - 26
claude-opus-4-5-20251101
Anthropic · Proprietary
1465±0.0
2.4K 票votes 1465.000 [1465.0, 1465.0] 14.00 · 不稳Volatile $5 / $25 200K
21 11 - 32
deepseek-v4-pro-thinking
DeepSeek · MIT
1460±0.0
503 票votes 1460.000 [1460.0, 1460.0] 21.00 · 不稳Volatile $0.43 / $0.87 1M
22 11 - 33
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1458±0.0
529 票votes 1458.000 [1458.0, 1458.0] 22.00 · 不稳Volatile N/A N/A
23 14 - 34
mimo-v2-pro
小米 · Proprietary
1446±0.0
845 票votes 1446.000 [1446.0, 1446.0] 20.00 · 不稳Volatile $1 / $3 1M
24 14 - 32
gemini-3-pro
Google · Proprietary
1446±0.0
3.2K 票votes 1446.000 [1446.0, 1446.0] 18.00 · 不稳Volatile $2 / $12 1M
25 14 - 35
glm-5
智谱 ZAI · MIT
1441±0.0
916 票votes 1441.000 [1441.0, 1441.0] 21.00 · 不稳Volatile $1 / $3.20 202.8K
26 14 - 44
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1430±0.0
359 票votes 1430.000 [1430.0, 1430.0] 30.00 · 不稳Volatile $1.75 / $14 400K
27 20 - 37
kimi-k2.5-thinking
月之暗面 · Modified MIT
1429±0.0
1.3K 票votes 1429.000 [1429.0, 1429.0] 17.00 · 不稳Volatile $0.60 / $3 N/A
28 20 - 38
minimax-m2.5
MiniMax · Modified MIT
1424±0.0
1.2K 票votes 1424.000 [1424.0, 1424.0] 18.00 · 不稳Volatile $0.15 / $1.15 204.8K
29 18 - 42
gpt-5.4-mini-high
OpenAI · Proprietary
1424±0.0
664 票votes 1424.000 [1424.0, 1424.0] 24.00 · 不稳Volatile $0.75 / $4.50 400K
30 18 - 44
mimo-v2.5
小米 · MIT
1420±0.0
480 票votes 1420.000 [1420.0, 1420.0] 26.00 · 不稳Volatile $0.40 / $2 1M
31 22 - 41
gemini-3-flash
Google · Proprietary
1417±0.0
2.1K 票votes 1417.000 [1417.0, 1417.0] 19.00 · 不稳Volatile $0.50 / $3 1M
32 20 - 44
minimax-m2.7
MiniMax · Modified MIT
1412±0.0
860 票votes 1412.000 [1412.0, 1412.0] 24.00 · 不稳Volatile $0.28 / $1.20 204.8K
33 23 - 46
glm-4.7
智谱 ZAI · MIT
1408±0.0
867 票votes 1408.000 [1408.0, 1408.0] 23.00 · 不稳Volatile $0.40 / $1.75 202.8K
34 20 - 46
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1404±0.0
408 票votes 1404.000 [1404.0, 1404.0] 26.00 · 不稳Volatile $1.75 / $14 400K
35 24 - 46
gemma-4-31b
Google · Apache 2.0
1392±0.0
450 票votes 1392.000 [1392.0, 1392.0] 22.00 · 不稳Volatile $0.14 / $0.40 262.1K
36 27 - 46
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1391±0.0
1.1K 票votes 1391.000 [1391.0, 1391.0] 19.00 · 不稳Volatile $0.39 / $2.34 262.1K
37 28 - 46
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1390±0.0
2.7K 票votes 1390.000 [1390.0, 1390.0] 18.00 · 不稳Volatile $3 / $15 200K
38 28 - 46
gemini-3-flash (thinking-minimal)
Google · Proprietary
1389±0.0
2.3K 票votes 1389.000 [1389.0, 1389.0] 18.00 · 不稳Volatile $0.50 / $3 1M
39 30 - 46
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1386±0.0
3.1K 票votes 1386.000 [1386.0, 1386.0] 16.00 · 不稳Volatile $3 / $15 200K
40 26 - 48
kimi-k2.5-instant
月之暗面 · Modified MIT
1385±0.0
521 票votes 1385.000 [1385.0, 1385.0] 22.00 · 不稳Volatile $0.40 / $1.90 262.1K
41 30 - 46
minimax-m2.1-preview
MiniMax · MIT
1382±0.0
1.6K 票votes 1382.000 [1382.0, 1382.0] 16.00 · 不稳Volatile $0.29 / $0.95 204.8K
42 29 - 47
grok-4.20-beta-0309-reasoning
xAI · Proprietary
1380±0.0
881 票votes 1380.000 [1380.0, 1380.0] 18.00 · 不稳Volatile $2 / $6 2M
43 28 - 53
grok-4.3
xAI · Proprietary
1375±0.0
422 票votes 1375.000 [1375.0, 1375.0] 25.00 · 不稳Volatile $1.25 / $2.50 1M
44 33 - 48
claude-opus-4-1-20250805
Anthropic · Proprietary
1374±0.0
1.7K 票votes 1374.000 [1374.0, 1374.0] 15.00 · 不稳Volatile $15 / $75 200K
45 26 - 59
hunyuan-hy3-preview
腾讯 · tencent-hunyuan-community
1364±0.0
168 票votes 1364.000 [1364.0, 1364.0] 33.00 · 不稳Volatile N/A N/A
46 33 - 58
gpt-5.2
OpenAI · Proprietary
1353±0.0
304 票votes 1353.000 [1353.0, 1353.0] 25.00 · 不稳Volatile $1.75 / $14 400K
47 41 - 55
deepseek-v3.2-thinking
DeepSeek · MIT
1343±0.0
1.2K 票votes 1343.000 [1343.0, 1343.0] 14.00 · 不稳Volatile $0.25 / $0.38 131.1K
48 44 - 56
glm-4.6
智谱 ZAI · MIT
1339±0.0
1.8K 票votes 1339.000 [1339.0, 1339.0] 12.00 · 不稳Volatile $0.43 / $1.74 202.8K
49 42 - 57
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1338±0.0
1.0K 票votes 1338.000 [1338.0, 1338.0] 15.00 · 不稳Volatile $0.26 / $2.08 262.1K
50 44 - 58
qwen3.5-27b
阿里巴巴 · Apache 2.0
1337±0.0
969 票votes 1337.000 [1337.0, 1337.0] 14.00 · 不稳Volatile $0.20 / $1.56 262.1K
51 44 - 58
gpt-5.1-medium
OpenAI · Proprietary
1334±0.0
1.2K 票votes 1334.000 [1334.0, 1334.0] 14.00 · 不稳Volatile $1.25 / $10 400K
52 44 - 60
gpt-5.2-codex
OpenAI · Proprietary
1328±0.0
1.1K 票votes 1328.000 [1328.0, 1328.0] 16.00 · 不稳Volatile $1.75 / $14 400K
53 45 - 60
mimo-v2-flash (non-thinking)
小米 · MIT
1325±0.0
1.1K 票votes 1325.000 [1325.0, 1325.0] 15.00 · 不稳Volatile $0.10 / $0.30 262.1K
54 46 - 62
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1311±0.0
2.6K 票votes 1311.000 [1311.0, 1311.0] 16.00 · 不稳Volatile $1.15 / $8 262.1K
55 45 - 63
gpt-5-medium
OpenAI · Proprietary
1310±0.0
778 票votes 1310.000 [1310.0, 1310.0] 18.00 · 不稳Volatile $1.25 / $10 400K
56 47 - 62
gpt-5.1
OpenAI · Proprietary
1306±0.0
2.3K 票votes 1306.000 [1306.0, 1306.0] 15.00 · 不稳Volatile $1.25 / $10 400K
57 44 - 69
gemma-4-26b-a4b
Google · Apache 2.0
1298±0.0
148 票votes 1298.000 [1298.0, 1298.0] 25.00 · 不稳Volatile N/A N/A
58 52 - 63
deepseek-v3.2
DeepSeek · MIT
1298±0.0
1.6K 票votes 1298.000 [1298.0, 1298.0] 11.00 · 波动Unstable $0.25 / $0.38 131.1K
59 51 - 65
gpt-5.1-codex
OpenAI · Proprietary
1297±0.0
1.2K 票votes 1297.000 [1297.0, 1297.0] 14.00 · 不稳Volatile $1.25 / $10 400K
60 54 - 63
claude-haiku-4-5-20251001
Anthropic · Proprietary
1293±0.0
3.3K 票votes 1293.000 [1293.0, 1293.0] 9.00 · 波动Unstable $1 / $5 200K
61 54 - 66
deepseek-v3.2-exp
DeepSeek · MIT
1284±0.0
1.1K 票votes 1284.000 [1284.0, 1284.0] 12.00 · 不稳Volatile $0.27 / $0.41 163.8K
62 48 - 68
mimo-v2-flash (thinking)
小米 · MIT
1283±0.0
296 票votes 1283.000 [1283.0, 1283.0] 20.00 · 不稳Volatile $0.10 / $0.30 262.1K
63 59 - 68
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1266±0.0
2.6K 票votes 1266.000 [1266.0, 1266.0] 9.00 · 波动Unstable $0.40 / $1.60 262.1K
64 59 - 68
minimax-m2
MiniMax · Apache 2.0
1263±0.0
1.7K 票votes 1263.000 [1263.0, 1263.0] 9.00 · 波动Unstable $0.26 / $1 204.8K
65 61 - 72
gemini-3.1-flash-lite-preview
Google · Proprietary
1243±0.0
1.1K 票votes 1243.000 [1243.0, 1243.0] 11.00 · 波动Unstable $0.25 / $1.50 1M
66 56 - 74
trinity-large-thinking
Arcee AI · Apache 2.0
1238±0.0
178 票votes 1238.000 [1238.0, 1238.0] 18.00 · 不稳Volatile $0.22 / $0.85 262.1K
67 60 - 74
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1228±0.0
232 票votes 1228.000 [1228.0, 1228.0] 14.00 · 不稳Volatile $0.14 / $1 262.1K
68 61 - 75
mistral-large-3
Mistral · Apache 2.0
1220±0.0
207 票votes 1220.000 [1220.0, 1220.0] 14.00 · 不稳Volatile $0.50 / $1.50 N/A
69 64 - 75
KAT-Coder-Pro-V1
快手 · Proprietary
1214±0.0
408 票votes 1214.000 [1214.0, 1214.0] 11.00 · 波动Unstable $0.21 / $0.83 256K
70 65 - 75
grok-4-1-fast-reasoning
xAI · Proprietary
1203±0.0
1.1K 票votes 1203.000 [1203.0, 1203.0] 10.00 · 波动Unstable $0.20 / $0.50 2M
71 65 - 77
gpt-5.1-codex-mini
OpenAI · Proprietary
1188±0.0
321 票votes 1188.000 [1188.0, 1188.0] 12.00 · 不稳Volatile $0.25 / $2 400K
72 66 - 77
gemini-2.5-pro
Google · Proprietary
1182±0.0
721 票votes 1182.000 [1182.0, 1182.0] 11.00 · 波动Unstable $1.25 / $10 1M
73 65 - 79
qwen3.5-flash
阿里巴巴 · Proprietary
1173±0.0
150 票votes 1173.000 [1173.0, 1173.0] 14.00 · 不稳Volatile N/A N/A
74 66 - 79
granite-4.1-8b
IBM · Apache 2.0
1170±0.0
247 票votes 1170.000 [1170.0, 1170.0] 13.00 · 不稳Volatile $0.05 / $0.10 131.1K
75 68 - 79
devstral-2
Mistral · Modified MIT
1137±0.0
205 票votes 1137.000 [1137.0, 1137.0] 11.00 · 波动Unstable N/A N/A
76 71 - 79
grok-code-fast-1
xAI · Proprietary
1127±0.0
209 票votes 1127.000 [1127.0, 1127.0] 8.00 · 波动Unstable $0.20 / $1.50 N/A
77 71 - 79
grok-4-fast-reasoning
xAI · Proprietary
1115±0.0
181 票votes 1115.000 [1115.0, 1115.0] 8.00 · 波动Unstable $0.20 / $0.50 2M
78 73 - 79
grok-4.1-thinking
xAI · Proprietary
1093±0.0
236 票votes 1093.000 [1093.0, 1093.0] 6.00 · 波动Unstable N/A N/A
79 73 - 79
devstral-medium-2507
Mistral · Proprietary
1085±0.0
239 票votes 1085.000 [1085.0, 1085.0] 6.00 · 波动Unstable $0.40 / $2 128K
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