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 - 5
claude-opus-4-7-thinking
Anthropic · Proprietary
1572±0.0
1.2K 票votes 1572.000 [1572.0, 1572.0] 4.00 · 稳定Stable $5 / $25 1M
🥈 1 - 7
claude-opus-4-7
Anthropic · Proprietary
1555±0.0
1.1K 票votes 1555.000 [1555.0, 1555.0] 6.00 · 波动Unstable $5 / $25 1M
🥉 1 - 8
claude-opus-4-6-thinking
Anthropic · Proprietary
1541±0.0
2.0K 票votes 1541.000 [1541.0, 1541.0] 7.00 · 波动Unstable $5 / $25 1M
4 1 - 8
kimi-k2.6
月之暗面 · Modified MIT
1537±0.0
1.0K 票votes 1537.000 [1537.0, 1537.0] 7.00 · 波动Unstable $0.95 / $4 262.1K
5 2 - 8
claude-opus-4-6
Anthropic · Proprietary
1533±0.0
2.2K 票votes 1533.000 [1533.0, 1533.0] 6.00 · 波动Unstable $5 / $25 1M
6 1 - 9
muse-spark
Meta · Proprietary
1529±0.0
599 票votes 1529.000 [1529.0, 1529.0] 8.00 · 波动Unstable N/A N/A
7 3 - 9
claude-sonnet-4-6
Anthropic · Proprietary
1520±0.0
2.9K 票votes 1520.000 [1520.0, 1520.0] 6.00 · 波动Unstable $3 / $15 1M
8 2 - 9
glm-5.1
智谱 ZAI · MIT
1519±0.0
1.2K 票votes 1519.000 [1519.0, 1519.0] 7.00 · 波动Unstable $1.40 / $4.40 202.8K
9 9 - 16
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1488±0.0
3.2K 票votes 1488.000 [1488.0, 1488.0] 7.00 · 波动Unstable $5 / $25 200K
10 6 - 23
qwen3.6-max-preview
阿里巴巴 · Proprietary
1487±0.0
562 票votes 1487.000 [1487.0, 1487.0] 17.00 · 不稳Volatile $1.04 / $6.24 262.1K
11 9 - 26
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1474±0.0
947 票votes 1474.000 [1474.0, 1474.0] 17.00 · 不稳Volatile N/A N/A
12 9 - 26
mimo-v2.5-pro
小米 · MIT
1469±0.0
1.1K 票votes 1469.000 [1469.0, 1469.0] 17.00 · 不稳Volatile $1 / $3 1M
13 9 - 27
deepseek-v4-pro-thinking
DeepSeek · MIT
1467±0.0
961 票votes 1467.000 [1467.0, 1467.0] 18.00 · 不稳Volatile $0.43 / $0.87 1M
14 9 - 26
gemini-3.1-pro-preview
Google · Proprietary
1465±0.0
2.6K 票votes 1465.000 [1465.0, 1465.0] 17.00 · 不稳Volatile $2 / $12 1M
15 10 - 26
claude-opus-4-5-20251101
Anthropic · Proprietary
1465±0.0
3.9K 票votes 1465.000 [1465.0, 1465.0] 16.00 · 不稳Volatile $5 / $25 200K
16 10 - 28
qwen3.6-plus
阿里巴巴 · Proprietary
1459±0.0
1.5K 票votes 1459.000 [1459.0, 1459.0] 18.00 · 不稳Volatile $0.33 / $1.95 1M
17 10 - 27
gemini-3-pro
Google · Proprietary
1459±0.0
4.1K 票votes 1459.000 [1459.0, 1459.0] 17.00 · 不稳Volatile $2 / $12 1M
18 9 - 32
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1458±0.0
413 票votes 1458.000 [1458.0, 1458.0] 23.00 · 不稳Volatile $2.50 / $15 1.1M
19 10 - 31
mimo-v2.5
小米 · MIT
1454±0.0
793 票votes 1454.000 [1454.0, 1454.0] 21.00 · 不稳Volatile $0.40 / $2 1M
20 10 - 31
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
21 10 - 28
kimi-k2.5-thinking
月之暗面 · Modified MIT
1449±0.0
2.8K 票votes 1449.000 [1449.0, 1449.0] 18.00 · 不稳Volatile $0.60 / $3 N/A
22 10 - 28
gemini-3-flash
Google · Proprietary
1448±0.0
3.3K 票votes 1448.000 [1448.0, 1448.0] 18.00 · 不稳Volatile $0.50 / $3 1M
23 9 - 34
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
24 11 - 32
glm-5
智谱 ZAI · MIT
1441±0.0
1.8K 票votes 1441.000 [1441.0, 1441.0] 21.00 · 不稳Volatile $1 / $3.20 202.8K
25 11 - 33
kimi-k2.5-instant
月之暗面 · Modified MIT
1439±0.0
959 票votes 1439.000 [1439.0, 1439.0] 22.00 · 不稳Volatile $0.40 / $1.90 262.1K
26 11 - 35
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1435±0.0
879 票votes 1435.000 [1435.0, 1435.0] 24.00 · 不稳Volatile N/A N/A
27 17 - 35
mimo-v2-pro
小米 · Proprietary
1430±0.0
1.8K 票votes 1430.000 [1430.0, 1430.0] 18.00 · 不稳Volatile $1 / $3 1M
28 15 - 40
gpt-5-medium
OpenAI · Proprietary
1425±0.0
793 票votes 1425.000 [1425.0, 1425.0] 25.00 · 不稳Volatile $1.25 / $10 400K
29 20 - 40
grok-4.20-beta-0309-reasoning
xAI · Proprietary
1420±0.0
1.9K 票votes 1420.000 [1420.0, 1420.0] 20.00 · 不稳Volatile $2 / $6 2M
30 20 - 40
minimax-m2.7
MiniMax · Modified MIT
1417±0.0
1.5K 票votes 1417.000 [1417.0, 1417.0] 20.00 · 不稳Volatile $0.28 / $1.20 196.6K
31 22 - 48
grok-4.3
xAI · Proprietary
1406±0.0
693 票votes 1406.000 [1406.0, 1406.0] 26.00 · 不稳Volatile $1.25 / $2.50 1M
32 25 - 45
minimax-m2.1-preview
MiniMax · MIT
1404±0.0
2.4K 票votes 1404.000 [1404.0, 1404.0] 20.00 · 不稳Volatile $0.29 / $0.95 196.6K
33 28 - 45
gemini-3-flash (thinking-minimal)
Google · Proprietary
1399±0.0
4.2K 票votes 1399.000 [1399.0, 1399.0] 17.00 · 不稳Volatile $0.50 / $3 1M
34 26 - 48
gpt-5.1-medium
OpenAI · Proprietary
1398±0.0
1.2K 票votes 1398.000 [1398.0, 1398.0] 22.00 · 不稳Volatile $1.25 / $10 400K
35 24 - 50
gemma-4-26b-a4b
Google · Apache 2.0
1397±0.0
518 票votes 1397.000 [1397.0, 1397.0] 26.00 · 不稳Volatile N/A N/A
36 28 - 48
gpt-5.4-mini-high
OpenAI · Proprietary
1397±0.0
1.3K 票votes 1397.000 [1397.0, 1397.0] 20.00 · 不稳Volatile $0.75 / $4.50 400K
37 20 - 53
gpt-5.2
OpenAI · Proprietary
1395±0.0
265 票votes 1395.000 [1395.0, 1395.0] 33.00 · 不稳Volatile $1.75 / $14 400K
38 28 - 48
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1394±0.0
2.4K 票votes 1394.000 [1394.0, 1394.0] 20.00 · 不稳Volatile $0.39 / $2.34 262.1K
39 28 - 48
gemma-4-31b
Google · Apache 2.0
1393±0.0
895 票votes 1393.000 [1393.0, 1393.0] 20.00 · 不稳Volatile $0.14 / $0.40 262.1K
40 28 - 50
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1391±0.0
786 票votes 1391.000 [1391.0, 1391.0] 22.00 · 不稳Volatile $1.75 / $14 400K
41 31 - 48
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1387±0.0
3.7K 票votes 1387.000 [1387.0, 1387.0] 17.00 · 不稳Volatile $3 / $15 200K
42 31 - 48
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1386±0.0
4.4K 票votes 1386.000 [1386.0, 1386.0] 17.00 · 不稳Volatile $3 / $15 200K
43 31 - 48
minimax-m2.5
MiniMax · Modified MIT
1386±0.0
2.1K 票votes 1386.000 [1386.0, 1386.0] 17.00 · 不稳Volatile $0.15 / $1.15 196.6K
44 31 - 50
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1382±0.0
2.0K 票votes 1382.000 [1382.0, 1382.0] 19.00 · 不稳Volatile $0.26 / $2.08 262.1K
45 31 - 53
claude-opus-4-1-20250805
Anthropic · Proprietary
1377±0.0
1.8K 票votes 1377.000 [1377.0, 1377.0] 22.00 · 不稳Volatile $15 / $75 200K
46 33 - 53
deepseek-v3.2-thinking
DeepSeek · MIT
1374±0.0
2.2K 票votes 1374.000 [1374.0, 1374.0] 20.00 · 不稳Volatile $0.25 / $0.38 131.1K
47 33 - 57
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1364±0.0
1.1K 票votes 1364.000 [1364.0, 1364.0] 24.00 · 不稳Volatile $1.75 / $14 400K
48 41 - 57
qwen3.5-27b
阿里巴巴 · Apache 2.0
1358±0.0
2.0K 票votes 1358.000 [1358.0, 1358.0] 16.00 · 不稳Volatile $0.20 / $1.56 262.1K
49 41 - 57
gpt-5.1-codex
OpenAI · Proprietary
1354±0.0
1.3K 票votes 1354.000 [1354.0, 1354.0] 16.00 · 不稳Volatile $1.25 / $10 400K
50 44 - 57
gpt-5.2-codex
OpenAI · Proprietary
1353±0.0
2.1K 票votes 1353.000 [1353.0, 1353.0] 13.00 · 不稳Volatile $1.75 / $14 400K
51 44 - 57
glm-4.6
智谱 ZAI · MIT
1353±0.0
1.8K 票votes 1353.000 [1353.0, 1353.0] 13.00 · 不稳Volatile $0.39 / $1.90 204.8K
52 44 - 57
gpt-5.1
OpenAI · Proprietary
1351±0.0
3.0K 票votes 1351.000 [1351.0, 1351.0] 13.00 · 不稳Volatile $1.25 / $10 400K
53 33 - 59
hunyuan-hy3-preview
腾讯 · tencent-hunyuan-community
1351±0.0
412 票votes 1351.000 [1351.0, 1351.0] 26.00 · 不稳Volatile N/A N/A
54 47 - 58
mimo-v2-flash (non-thinking)
小米 · MIT
1341±0.0
1.7K 票votes 1341.000 [1341.0, 1341.0] 11.00 · 波动Unstable $0.10 / $0.30 262.1K
55 47 - 58
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1335±0.0
3.7K 票votes 1335.000 [1335.0, 1335.0] 11.00 · 波动Unstable $1.15 / $8 262.1K
56 47 - 59
deepseek-v3.2
DeepSeek · MIT
1334±0.0
2.8K 票votes 1334.000 [1334.0, 1334.0] 12.00 · 不稳Volatile $0.25 / $0.38 131.1K
57 47 - 60
mimo-v2-flash (thinking)
小米 · MIT
1330±0.0
563 票votes 1330.000 [1330.0, 1330.0] 13.00 · 不稳Volatile $0.10 / $0.30 262.1K
58 53 - 62
minimax-m2
MiniMax · Apache 2.0
1314±0.0
1.7K 票votes 1314.000 [1314.0, 1314.0] 9.00 · 波动Unstable $0.26 / $1 196.6K
59 55 - 61
claude-haiku-4-5-20251001
Anthropic · Proprietary
1312±0.0
4.9K 票votes 1312.000 [1312.0, 1312.0] 6.00 · 波动Unstable $1 / $5 200K
60 57 - 66
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1297±0.0
3.6K 票votes 1297.000 [1297.0, 1297.0] 9.00 · 波动Unstable $0.40 / $1.60 262.1K
61 60 - 69
deepseek-v3.2-exp
DeepSeek · MIT
1274±0.0
930 票votes 1274.000 [1274.0, 1274.0] 9.00 · 波动Unstable $0.27 / $0.41 163.8K
62 58 - 72
KAT-Coder-Pro-V1
快手 · Proprietary
1269±0.0
306 票votes 1269.000 [1269.0, 1269.0] 14.00 · 不稳Volatile $0.21 / $0.83 256K
63 60 - 72
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1268±0.0
464 票votes 1268.000 [1268.0, 1268.0] 12.00 · 不稳Volatile $0.14 / $1 262.1K
64 60 - 72
qwen3.5-flash
阿里巴巴 · Proprietary
1266±0.0
421 票votes 1266.000 [1266.0, 1266.0] 12.00 · 不稳Volatile N/A N/A
65 59 - 72
trinity-large-thinking
Arcee AI · Apache 2.0
1266±0.0
402 票votes 1266.000 [1266.0, 1266.0] 13.00 · 不稳Volatile $0.22 / $0.85 262.1K
66 61 - 72
grok-4-1-fast-reasoning
xAI · Proprietary
1255±0.0
1.7K 票votes 1255.000 [1255.0, 1255.0] 11.00 · 波动Unstable $0.20 / $0.50 2M
67 60 - 72
mistral-large-3
Mistral · Apache 2.0
1254±0.0
225 票votes 1254.000 [1254.0, 1254.0] 12.00 · 不稳Volatile $0.50 / $1.50 N/A
68 61 - 72
gpt-5.1-codex-mini
OpenAI · Proprietary
1246±0.0
330 票votes 1246.000 [1246.0, 1246.0] 11.00 · 波动Unstable $0.25 / $2 400K
69 62 - 72
gemini-3.1-flash-lite-preview
Google · Proprietary
1239±0.0
2.4K 票votes 1239.000 [1239.0, 1239.0] 10.00 · 波动Unstable $0.25 / $1.50 1M
70 61 - 72
gemini-2.5-pro
Google · Proprietary
1231±0.0
675 票votes 1231.000 [1231.0, 1231.0] 11.00 · 波动Unstable $1.25 / $10 1M
71 62 - 74
devstral-2
Mistral · Modified MIT
1217±0.0
445 票votes 1217.000 [1217.0, 1217.0] 12.00 · 不稳Volatile N/A N/A
72 62 - 76
grok-4.1-thinking
xAI · Proprietary
1201±0.0
239 票votes 1201.000 [1201.0, 1201.0] 14.00 · 不稳Volatile N/A N/A
73 71 - 76
grok-4-fast-reasoning
xAI · Proprietary
1154±0.0
203 票votes 1154.000 [1154.0, 1154.0] 5.00 · 波动Unstable $0.20 / $0.50 2M
74 71 - 76
grok-code-fast-1
xAI · Proprietary
1142±0.0
203 票votes 1142.000 [1142.0, 1142.0] 5.00 · 波动Unstable $0.20 / $1.50 256K
75 72 - 76
devstral-medium-2507
Mistral · Proprietary
1132±0.0
206 票votes 1132.000 [1132.0, 1132.0] 4.00 · 稳定Stable $0.40 / $2 128K
76 72 - 76
mercury-2
Inception AI · Proprietary
1128±0.0
295 票votes 1128.000 [1128.0, 1128.0] 4.00 · 稳定Stable $0.25 / $0.75 128K
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