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 - 10
claude-opus-4-7
Anthropic · Proprietary
1556±0.0
476 票votes 1556.000 [1556.0, 1556.0] 9.00 · 波动Unstable $5 / $25 1M
🥈 1 - 10
claude-opus-4-6
Anthropic · Proprietary
1551±0.0
1.2K 票votes 1551.000 [1551.0, 1551.0] 9.00 · 波动Unstable $5 / $25 1M
🥉 1 - 10
claude-opus-4-7-thinking
Anthropic · Proprietary
1549±0.0
557 票votes 1549.000 [1549.0, 1549.0] 9.00 · 波动Unstable $5 / $25 1M
4 1 - 10
claude-opus-4-6-thinking
Anthropic · Proprietary
1545±0.0
1.1K 票votes 1545.000 [1545.0, 1545.0] 9.00 · 波动Unstable $5 / $25 1M
5 1 - 17
glm-5.1
智谱 ZAI · MIT
1532±0.0
530 票votes 1532.000 [1532.0, 1532.0] 16.00 · 不稳Volatile $1.40 / $4.40 202.8K
6 1 - 20
muse-spark
Meta · Proprietary
1524±0.0
186 票votes 1524.000 [1524.0, 1524.0] 19.00 · 不稳Volatile N/A N/A
7 1 - 17
claude-sonnet-4-6
Anthropic · Proprietary
1520±0.0
1.4K 票votes 1520.000 [1520.0, 1520.0] 16.00 · 不稳Volatile $3 / $15 1M
8 1 - 20
kimi-k2.6
月之暗面 · Modified MIT
1509±0.0
438 票votes 1509.000 [1509.0, 1509.0] 19.00 · 不稳Volatile $0.95 / $4 262.1K
9 1 - 20
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1508±0.0
410 票votes 1508.000 [1508.0, 1508.0] 19.00 · 不稳Volatile N/A N/A
10 1 - 20
gpt-5.5-xhigh (codex-harness)
OpenAI · Proprietary
1507±0.0
376 票votes 1507.000 [1507.0, 1507.0] 19.00 · 不稳Volatile N/A N/A
11 5 - 18
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1503±0.0
8.0K 票votes 1503.000 [1503.0, 1503.0] 13.00 · 不稳Volatile $5 / $25 200K
12 5 - 20
gemini-3.1-pro-preview
Google · Proprietary
1497±0.0
1.1K 票votes 1497.000 [1497.0, 1497.0] 15.00 · 不稳Volatile $2 / $12 1M
13 5 - 26
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1485±0.0
405 票votes 1485.000 [1485.0, 1485.0] 21.00 · 不稳Volatile N/A N/A
14 5 - 29
mimo-v2.5-pro
小米 · MIT
1479±0.0
454 票votes 1479.000 [1479.0, 1479.0] 24.00 · 不稳Volatile $1 / $3 1M
15 5 - 29
qwen3.6-max-preview
阿里巴巴 · Proprietary
1479±0.0
239 票votes 1479.000 [1479.0, 1479.0] 24.00 · 不稳Volatile $1.04 / $6.24 262.1K
16 8 - 23
claude-opus-4-5-20251101
Anthropic · Proprietary
1475±0.0
8.4K 票votes 1475.000 [1475.0, 1475.0] 15.00 · 不稳Volatile $5 / $25 200K
17 5 - 33
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1474±0.0
165 票votes 1474.000 [1474.0, 1474.0] 28.00 · 不稳Volatile $2.50 / $15 1.1M
18 8 - 29
qwen3.6-plus
阿里巴巴 · Proprietary
1466±0.0
669 票votes 1466.000 [1466.0, 1466.0] 21.00 · 不稳Volatile $0.33 / $1.95 1M
19 7 - 32
deepseek-v4-pro-thinking
DeepSeek · MIT
1463±0.0
384 票votes 1463.000 [1463.0, 1463.0] 25.00 · 不稳Volatile $0.43 / $0.87 1M
20 13 - 26
gemini-3-pro
Google · Proprietary
1462±0.0
13.8K 票votes 1462.000 [1462.0, 1462.0] 13.00 · 不稳Volatile $2 / $12 1M
21 5 - 38
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1458±0.0
160 票votes 1458.000 [1458.0, 1458.0] 33.00 · 不稳Volatile $2.50 / $15 1.1M
22 13 - 32
glm-5
智谱 ZAI · MIT
1452±0.0
807 票votes 1452.000 [1452.0, 1452.0] 19.00 · 不稳Volatile $1 / $3.20 202.8K
23 14 - 32
glm-4.7
智谱 ZAI · MIT
1449±0.0
4.8K 票votes 1449.000 [1449.0, 1449.0] 18.00 · 不稳Volatile $0.40 / $1.75 202.8K
24 16 - 32
gemini-3-flash
Google · Proprietary
1440±0.0
9.3K 票votes 1440.000 [1440.0, 1440.0] 16.00 · 不稳Volatile $0.50 / $3 1M
25 13 - 39
mimo-v2.5
小米 · MIT
1438±0.0
339 票votes 1438.000 [1438.0, 1438.0] 26.00 · 不稳Volatile $0.40 / $2 1M
26 14 - 37
mimo-v2-pro
小米 · Proprietary
1437±0.0
688 票votes 1437.000 [1437.0, 1437.0] 23.00 · 不稳Volatile $1 / $3 1M
27 14 - 45
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1427±0.0
395 票votes 1427.000 [1427.0, 1427.0] 31.00 · 不稳Volatile $1.75 / $14 400K
28 16 - 45
gpt-5.4-mini-high
OpenAI · Proprietary
1425±0.0
553 票votes 1425.000 [1425.0, 1425.0] 29.00 · 不稳Volatile $0.75 / $4.50 400K
29 19 - 39
kimi-k2.5-thinking
月之暗面 · Modified MIT
1422±0.0
1.5K 票votes 1422.000 [1422.0, 1422.0] 20.00 · 不稳Volatile $0.60 / $3 N/A
30 16 - 48
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1420±0.0
360 票votes 1420.000 [1420.0, 1420.0] 32.00 · 不稳Volatile $1.75 / $14 400K
31 19 - 48
minimax-m2.7
MiniMax · Modified MIT
1417±0.0
703 票votes 1417.000 [1417.0, 1417.0] 29.00 · 不稳Volatile $0.28 / $1.20 204.8K
32 19 - 48
kimi-k2.5-instant
月之暗面 · Modified MIT
1414±0.0
588 票votes 1414.000 [1414.0, 1414.0] 29.00 · 不稳Volatile $0.40 / $1.90 262.1K
33 23 - 47
gpt-5.2
OpenAI · Proprietary
1412±0.0
1.5K 票votes 1412.000 [1412.0, 1412.0] 24.00 · 不稳Volatile $1.75 / $14 400K
34 24 - 48
minimax-m2.5
MiniMax · Modified MIT
1405±0.0
1.0K 票votes 1405.000 [1405.0, 1405.0] 24.00 · 不稳Volatile $0.15 / $1.15 204.8K
35 24 - 48
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1405±0.0
1.1K 票votes 1405.000 [1405.0, 1405.0] 24.00 · 不稳Volatile $0.39 / $2.34 262.1K
36 24 - 48
minimax-m2.1-preview
MiniMax · MIT
1404±0.0
6.8K 票votes 1404.000 [1404.0, 1404.0] 24.00 · 不稳Volatile $0.29 / $0.95 204.8K
37 24 - 48
gpt-5-medium
OpenAI · Proprietary
1402±0.0
3.8K 票votes 1402.000 [1402.0, 1402.0] 24.00 · 不稳Volatile $1.25 / $10 400K
38 25 - 48
gemini-3-flash (thinking-minimal)
Google · Proprietary
1399±0.0
6.4K 票votes 1399.000 [1399.0, 1399.0] 23.00 · 不稳Volatile $0.50 / $3 1M
39 26 - 48
gpt-5.1-medium
OpenAI · Proprietary
1398±0.0
6.1K 票votes 1398.000 [1398.0, 1398.0] 22.00 · 不稳Volatile $1.25 / $10 400K
40 28 - 48
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1396±0.0
11.3K 票votes 1396.000 [1396.0, 1396.0] 20.00 · 不稳Volatile $3 / $15 200K
41 28 - 49
claude-opus-4-1-20250805
Anthropic · Proprietary
1392±0.0
8.5K 票votes 1392.000 [1392.0, 1392.0] 21.00 · 不稳Volatile $15 / $75 200K
42 31 - 49
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1386±0.0
12.9K 票votes 1386.000 [1386.0, 1386.0] 18.00 · 不稳Volatile $3 / $15 200K
43 28 - 54
grok-4.20-beta-0309-reasoning
xAI · Proprietary
1380±0.0
744 票votes 1380.000 [1380.0, 1380.0] 26.00 · 不稳Volatile $2 / $6 2M
44 28 - 54
qwen3.5-27b
阿里巴巴 · Apache 2.0
1379±0.0
841 票votes 1379.000 [1379.0, 1379.0] 26.00 · 不稳Volatile $0.20 / $1.56 262.1K
45 41 - 54
deepseek-v3.2-thinking
DeepSeek · MIT
1373±0.0
4.0K 票votes 1373.000 [1373.0, 1373.0] 13.00 · 不稳Volatile $0.25 / $0.38 131.1K
46 30 - 59
gemma-4-31b
Google · Apache 2.0
1363±0.0
323 票votes 1363.000 [1363.0, 1363.0] 29.00 · 不稳Volatile $0.14 / $0.40 262.1K
47 43 - 55
glm-4.6
智谱 ZAI · MIT
1363±0.0
8.3K 票votes 1363.000 [1363.0, 1363.0] 12.00 · 不稳Volatile $0.43 / $1.74 202.8K
48 43 - 57
mimo-v2-flash (non-thinking)
小米 · MIT
1362±0.0
4.1K 票votes 1362.000 [1362.0, 1362.0] 14.00 · 不稳Volatile $0.10 / $0.30 262.1K
49 30 - 59
grok-4.3
xAI · Proprietary
1361±0.0
327 票votes 1361.000 [1361.0, 1361.0] 29.00 · 不稳Volatile $1.25 / $2.50 1M
50 43 - 56
gpt-5.1
OpenAI · Proprietary
1360±0.0
10.0K 票votes 1360.000 [1360.0, 1360.0] 13.00 · 不稳Volatile $1.25 / $10 400K
51 28 - 63
hunyuan-hy3-preview
腾讯 · tencent-hunyuan-community
1358±0.0
188 票votes 1358.000 [1358.0, 1358.0] 35.00 · 不稳Volatile N/A N/A
52 28 - 63
gemma-4-26b-a4b
Google · Apache 2.0
1357±0.0
202 票votes 1357.000 [1357.0, 1357.0] 35.00 · 不稳Volatile N/A N/A
53 43 - 59
mimo-v2-flash (thinking)
小米 · MIT
1348±0.0
1.2K 票votes 1348.000 [1348.0, 1348.0] 16.00 · 不稳Volatile $0.10 / $0.30 262.1K
54 43 - 59
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1344±0.0
908 票votes 1344.000 [1344.0, 1344.0] 16.00 · 不稳Volatile $0.26 / $2.08 262.1K
55 47 - 59
gpt-5.2-codex
OpenAI · Proprietary
1340±0.0
3.1K 票votes 1340.000 [1340.0, 1340.0] 12.00 · 不稳Volatile $1.75 / $14 400K
56 49 - 59
gpt-5.1-codex
OpenAI · Proprietary
1336±0.0
6.2K 票votes 1336.000 [1336.0, 1336.0] 10.00 · 波动Unstable $1.25 / $10 400K
57 49 - 59
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1336±0.0
10.0K 票votes 1336.000 [1336.0, 1336.0] 10.00 · 波动Unstable $1.15 / $8 262.1K
58 46 - 67
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1317±0.0
250 票votes 1317.000 [1317.0, 1317.0] 21.00 · 不稳Volatile $0.14 / $1 262.1K
59 56 - 64
minimax-m2
MiniMax · Apache 2.0
1312±0.0
8.4K 票votes 1312.000 [1312.0, 1312.0] 8.00 · 波动Unstable $0.26 / $1 204.8K
60 56 - 64
claude-haiku-4-5-20251001
Anthropic · Proprietary
1309±0.0
11.5K 票votes 1309.000 [1309.0, 1309.0] 8.00 · 波动Unstable $1 / $5 200K
61 56 - 65
deepseek-v3.2
DeepSeek · MIT
1307±0.0
5.2K 票votes 1307.000 [1307.0, 1307.0] 9.00 · 波动Unstable $0.25 / $0.38 131.1K
62 48 - 70
qwen3.5-flash
阿里巴巴 · Proprietary
1307±0.0
195 票votes 1307.000 [1307.0, 1307.0] 22.00 · 不稳Volatile N/A N/A
63 58 - 66
deepseek-v3.2-exp
DeepSeek · MIT
1294±0.0
4.9K 票votes 1294.000 [1294.0, 1294.0] 8.00 · 波动Unstable $0.27 / $0.41 163.8K
64 60 - 67
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1291±0.0
10.8K 票votes 1291.000 [1291.0, 1291.0] 7.00 · 波动Unstable $0.40 / $1.60 262.1K
65 56 - 74
trinity-large-thinking
Arcee AI · Apache 2.0
1274±0.0
197 票votes 1274.000 [1274.0, 1274.0] 18.00 · 不稳Volatile $0.22 / $0.85 262.1K
66 61 - 71
gemini-3.1-flash-lite-preview
Google · Proprietary
1270±0.0
995 票votes 1270.000 [1270.0, 1270.0] 10.00 · 波动Unstable $0.25 / $1.50 1M
67 62 - 71
KAT-Coder-Pro-V1
快手 · Proprietary
1266±0.0
1.9K 票votes 1266.000 [1266.0, 1266.0] 9.00 · 波动Unstable $0.21 / $0.83 256K
68 64 - 74
gpt-5.1-codex-mini
OpenAI · Proprietary
1246±0.0
1.4K 票votes 1246.000 [1246.0, 1246.0] 10.00 · 波动Unstable $0.25 / $2 400K
69 65 - 74
grok-4-1-fast-reasoning
xAI · Proprietary
1243±0.0
5.5K 票votes 1243.000 [1243.0, 1243.0] 9.00 · 波动Unstable $0.20 / $0.50 2M
70 67 - 75
mistral-large-3
Mistral · Apache 2.0
1229±0.0
1.0K 票votes 1229.000 [1229.0, 1229.0] 8.00 · 波动Unstable $0.50 / $1.50 N/A
71 64 - 77
granite-4.1-8b
IBM · Apache 2.0
1220±0.0
173 票votes 1220.000 [1220.0, 1220.0] 13.00 · 不稳Volatile $0.05 / $0.10 131.1K
72 67 - 75
grok-4.1-thinking
xAI · Proprietary
1216±0.0
1.2K 票votes 1216.000 [1216.0, 1216.0] 8.00 · 波动Unstable N/A N/A
73 67 - 75
devstral-2
Mistral · Modified MIT
1214±0.0
1.3K 票votes 1214.000 [1214.0, 1214.0] 8.00 · 波动Unstable N/A N/A
74 70 - 75
gemini-2.5-pro
Google · Proprietary
1210±0.0
3.3K 票votes 1210.000 [1210.0, 1210.0] 5.00 · 波动Unstable $1.25 / $10 1M
75 64 - 77
mercury-2
Inception AI · Proprietary
1207±0.0
100 票votes 1207.000 [1207.0, 1207.0] 13.00 · 不稳Volatile $0.25 / $0.75 128K
76 74 - 77
grok-4-fast-reasoning
xAI · Proprietary
1156±0.0
933 票votes 1156.000 [1156.0, 1156.0] 3.00 · 稳定Stable $0.20 / $0.50 2M
77 74 - 77
grok-code-fast-1
xAI · Proprietary
1146±0.0
982 票votes 1146.000 [1146.0, 1146.0] 3.00 · 稳定Stable $0.20 / $1.50 N/A
78 78 - 78
devstral-medium-2507
Mistral · Proprietary
1097±0.0
993 票votes 1097.000 [1097.0, 1097.0] 0.00 · 稳定Stable $0.40 / $2 128K
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