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
1597±0.0
728 票votes 1597.000 [1597.0, 1597.0] 5.00 · 波动Unstable $5 / $25 1M
🥈 1 - 7
claude-opus-4-7-thinking
Anthropic · Proprietary
1595±0.0
753 票votes 1595.000 [1595.0, 1595.0] 6.00 · 波动Unstable $5 / $25 1M
🥉 1 - 11
glm-5.1
智谱 ZAI · MIT
1586±0.0
389 票votes 1586.000 [1586.0, 1586.0] 10.00 · 波动Unstable $1.40 / $4.40 202.8K
4 1 - 15
qwen3.7-max-20260517
阿里巴巴 · Proprietary
1572±0.0
273 票votes 1572.000 [1572.0, 1572.0] 14.00 · 不稳Volatile $1.25 / $3.75 1M
5 1 - 14
claude-opus-4-6-thinking
Anthropic · Proprietary
1559±0.0
1.1K 票votes 1559.000 [1559.0, 1559.0] 13.00 · 不稳Volatile $5 / $25 1M
6 3 - 15
claude-opus-4-6
Anthropic · Proprietary
1552±0.0
1.2K 票votes 1552.000 [1552.0, 1552.0] 12.00 · 不稳Volatile $5 / $25 1M
7 2 - 16
gpt-5.5-xhigh (codex-harness)
OpenAI · Proprietary
1546±0.0
613 票votes 1546.000 [1546.0, 1546.0] 14.00 · 不稳Volatile N/A N/A
8 1 - 22
minimax-m3
MiniMax · Proprietary
1535±0.0
153 票votes 1535.000 [1535.0, 1535.0] 21.00 · 不稳Volatile $0.60 / $2.40 N/A
9 3 - 19
qwen3.6-max-preview
阿里巴巴 · Proprietary
1530±0.0
293 票votes 1530.000 [1530.0, 1530.0] 16.00 · 不稳Volatile $1.04 / $6.24 262.1K
10 3 - 18
kimi-k2.6
月之暗面 · Modified MIT
1528±0.0
575 票votes 1528.000 [1528.0, 1528.0] 15.00 · 不稳Volatile $0.95 / $4 262.1K
11 5 - 17
claude-sonnet-4-6
Anthropic · Proprietary
1522±0.0
1.4K 票votes 1522.000 [1522.0, 1522.0] 12.00 · 不稳Volatile $3 / $15 1M
12 4 - 21
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1515±0.0
635 票votes 1515.000 [1515.0, 1515.0] 17.00 · 不稳Volatile N/A N/A
13 3 - 27
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1511±0.0
166 票votes 1511.000 [1511.0, 1511.0] 24.00 · 不稳Volatile $2.50 / $15 1.1M
14 4 - 23
gemini-3.5-flash
Google · Proprietary
1508±0.0
280 票votes 1508.000 [1508.0, 1508.0] 19.00 · 不稳Volatile $1.50 / $9 1M
15 4 - 27
muse-spark
Meta · Proprietary
1495±0.0
173 票votes 1495.000 [1495.0, 1495.0] 23.00 · 不稳Volatile N/A N/A
16 8 - 23
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1494±0.0
2.1K 票votes 1494.000 [1494.0, 1494.0] 15.00 · 不稳Volatile $5 / $25 200K
17 9 - 27
mimo-v2.5-pro
小米 · MIT
1479±0.0
667 票votes 1479.000 [1479.0, 1479.0] 18.00 · 不稳Volatile $0.43 / $0.87 1M
18 10 - 27
qwen3.6-plus
阿里巴巴 · Proprietary
1475±0.0
773 票votes 1475.000 [1475.0, 1475.0] 17.00 · 不稳Volatile $0.33 / $1.95 1M
19 12 - 27
gemini-3.1-pro-preview
Google · Proprietary
1471±0.0
1.3K 票votes 1471.000 [1471.0, 1471.0] 15.00 · 不稳Volatile $2 / $12 1M
20 7 - 36
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1470±0.0
141 票votes 1470.000 [1470.0, 1470.0] 29.00 · 不稳Volatile $2.50 / $15 1.1M
21 11 - 31
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1466±0.0
638 票votes 1466.000 [1466.0, 1466.0] 20.00 · 不稳Volatile N/A N/A
22 13 - 27
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
23 11 - 31
deepseek-v4-pro-thinking
DeepSeek · MIT
1465±0.0
587 票votes 1465.000 [1465.0, 1465.0] 20.00 · 不稳Volatile $0.43 / $0.87 1M
24 15 - 35
mimo-v2-pro
小米 · Proprietary
1446±0.0
846 票votes 1446.000 [1446.0, 1446.0] 20.00 · 不稳Volatile $1 / $3 1M
25 15 - 32
gemini-3-pro
Google · Proprietary
1446±0.0
3.2K 票votes 1446.000 [1446.0, 1446.0] 17.00 · 不稳Volatile $2 / $12 1M
26 15 - 36
glm-5
智谱 ZAI · MIT
1441±0.0
917 票votes 1441.000 [1441.0, 1441.0] 21.00 · 不稳Volatile $1 / $3.20 202.8K
27 15 - 45
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
28 21 - 39
minimax-m2.5
MiniMax · Modified MIT
1425±0.0
1.2K 票votes 1425.000 [1425.0, 1425.0] 18.00 · 不稳Volatile $0.15 / $1.15 204.8K
29 21 - 39
kimi-k2.5-thinking
月之暗面 · Modified MIT
1424±0.0
1.4K 票votes 1424.000 [1424.0, 1424.0] 18.00 · 不稳Volatile $0.60 / $3 N/A
30 21 - 41
gpt-5.4-mini-high
OpenAI · Proprietary
1422±0.0
752 票votes 1422.000 [1422.0, 1422.0] 20.00 · 不稳Volatile $0.75 / $4.50 400K
31 21 - 45
mimo-v2.5
小米 · MIT
1420±0.0
568 票votes 1420.000 [1420.0, 1420.0] 24.00 · 不稳Volatile $0.14 / $0.28 1M
32 24 - 40
gemini-3-flash
Google · Proprietary
1417±0.0
2.1K 票votes 1417.000 [1417.0, 1417.0] 16.00 · 不稳Volatile $0.50 / $3 1M
33 24 - 47
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 24 - 47
minimax-m2.7
MiniMax · Modified MIT
1406±0.0
938 票votes 1406.000 [1406.0, 1406.0] 23.00 · 不稳Volatile $0.28 / $1.20 204.8K
35 23 - 47
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1404±0.0
408 票votes 1404.000 [1404.0, 1404.0] 24.00 · 不稳Volatile $1.75 / $14 400K
36 25 - 47
gemma-4-31b
Google · Apache 2.0
1393±0.0
518 票votes 1393.000 [1393.0, 1393.0] 22.00 · 不稳Volatile $0.14 / $0.40 262.1K
37 27 - 47
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1391±0.0
1.2K 票votes 1391.000 [1391.0, 1391.0] 20.00 · 不稳Volatile $0.39 / $2.34 262.1K
38 29 - 47
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
39 30 - 47
gemini-3-flash (thinking-minimal)
Google · Proprietary
1388±0.0
2.4K 票votes 1388.000 [1388.0, 1388.0] 17.00 · 不稳Volatile $0.50 / $3 1M
40 31 - 47
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
41 27 - 48
kimi-k2.5-instant
月之暗面 · Modified MIT
1386±0.0
522 票votes 1386.000 [1386.0, 1386.0] 21.00 · 不稳Volatile $0.40 / $1.90 262.1K
42 31 - 47
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
43 31 - 50
grok-4.20-beta-0309-reasoning
xAI · Proprietary
1377±0.0
970 票votes 1377.000 [1377.0, 1377.0] 19.00 · 不稳Volatile $2 / $6 2M
44 33 - 49
claude-opus-4-1-20250805
Anthropic · Proprietary
1374±0.0
1.7K 票votes 1374.000 [1374.0, 1374.0] 16.00 · 不稳Volatile $15 / $75 200K
45 31 - 55
grok-4.3
xAI · Proprietary
1370±0.0
526 票votes 1370.000 [1370.0, 1370.0] 24.00 · 不稳Volatile $1.25 / $2.50 1M
46 27 - 61
hunyuan-hy3-preview
腾讯 · tencent-hunyuan-community
1362±0.0
170 票votes 1362.000 [1362.0, 1362.0] 34.00 · 不稳Volatile N/A N/A
47 33 - 58
gpt-5.2
OpenAI · Proprietary
1355±0.0
303 票votes 1355.000 [1355.0, 1355.0] 25.00 · 不稳Volatile $1.75 / $14 400K
48 42 - 56
deepseek-v3.2-thinking
DeepSeek · MIT
1343±0.0
1.2K 票votes 1343.000 [1343.0, 1343.0] 14.00 · 不稳Volatile $0.23 / $0.34 131.1K
49 45 - 57
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
50 43 - 58
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1339±0.0
1.0K 票votes 1339.000 [1339.0, 1339.0] 15.00 · 不稳Volatile $0.26 / $2.08 262.1K
51 44 - 59
qwen3.5-27b
阿里巴巴 · Apache 2.0
1337±0.0
968 票votes 1337.000 [1337.0, 1337.0] 15.00 · 不稳Volatile $0.20 / $1.56 262.1K
52 45 - 59
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
53 45 - 61
gpt-5.2-codex
OpenAI · Proprietary
1327±0.0
1.1K 票votes 1327.000 [1327.0, 1327.0] 16.00 · 不稳Volatile $1.75 / $14 400K
54 45 - 61
mimo-v2-flash (non-thinking)
小米 · MIT
1325±0.0
1.1K 票votes 1325.000 [1325.0, 1325.0] 16.00 · 不稳Volatile $0.10 / $0.30 262.1K
55 47 - 63
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
56 46 - 64
gpt-5-medium
OpenAI · Proprietary
1311±0.0
778 票votes 1311.000 [1311.0, 1311.0] 18.00 · 不稳Volatile $1.25 / $10 400K
57 48 - 63
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
58 45 - 70
gemma-4-26b-a4b
Google · Apache 2.0
1299±0.0
148 票votes 1299.000 [1299.0, 1299.0] 25.00 · 不稳Volatile N/A N/A
59 52 - 64
deepseek-v3.2
DeepSeek · MIT
1298±0.0
1.6K 票votes 1298.000 [1298.0, 1298.0] 12.00 · 不稳Volatile $0.23 / $0.34 131.1K
60 52 - 66
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
61 55 - 64
claude-haiku-4-5-20251001
Anthropic · Proprietary
1294±0.0
3.4K 票votes 1294.000 [1294.0, 1294.0] 9.00 · 波动Unstable $1 / $5 200K
62 55 - 67
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
63 50 - 69
mimo-v2-flash (thinking)
小米 · MIT
1282±0.0
296 票votes 1282.000 [1282.0, 1282.0] 19.00 · 不稳Volatile $0.10 / $0.30 262.1K
64 60 - 69
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
65 60 - 69
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
66 62 - 71
gemini-3.1-flash-lite-preview
Google · Proprietary
1244±0.0
1.2K 票votes 1244.000 [1244.0, 1244.0] 9.00 · 波动Unstable $0.25 / $1.50 1M
67 57 - 75
trinity-large-thinking
Arcee AI · Apache 2.0
1239±0.0
178 票votes 1239.000 [1239.0, 1239.0] 18.00 · 不稳Volatile $0.22 / $0.85 262.1K
68 61 - 75
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
69 62 - 76
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
70 65 - 76
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
71 67 - 76
grok-4-1-fast-reasoning
xAI · Proprietary
1203±0.0
1.1K 票votes 1203.000 [1203.0, 1203.0] 9.00 · 波动Unstable $0.20 / $0.50 2M
72 67 - 78
gpt-5.1-codex-mini
OpenAI · Proprietary
1188±0.0
321 票votes 1188.000 [1188.0, 1188.0] 11.00 · 波动Unstable $0.25 / $2 400K
73 67 - 78
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
74 66 - 80
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
75 67 - 80
granite-4.1-8b
IBM · Apache 2.0
1171±0.0
248 票votes 1171.000 [1171.0, 1171.0] 13.00 · 不稳Volatile $0.05 / $0.10 131.1K
76 69 - 80
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
77 72 - 80
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
78 72 - 80
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
79 74 - 80
grok-4.1-thinking
xAI · Proprietary
1094±0.0
236 票votes 1094.000 [1094.0, 1094.0] 6.00 · 波动Unstable N/A N/A
80 74 - 80
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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