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
claude-opus-4-7-thinking
Anthropic · Proprietary
1590±0.0
1.9K 票votes 1590.000 [1590.0, 1590.0] 2.00 · 稳定Stable $5 / $25 1M
🥈 1 - 4
claude-opus-4-7
Anthropic · Proprietary
1583±0.0
1.7K 票votes 1583.000 [1583.0, 1583.0] 3.00 · 稳定Stable $5 / $25 1M
🥉 1 - 6
claude-opus-4-6-thinking
Anthropic · Proprietary
1564±0.0
2.3K 票votes 1564.000 [1564.0, 1564.0] 5.00 · 波动Unstable $5 / $25 1M
4 3 - 10
claude-opus-4-6
Anthropic · Proprietary
1546±0.0
2.7K 票votes 1546.000 [1546.0, 1546.0] 7.00 · 波动Unstable $5 / $25 1M
5 2 - 12
qwen3.7-max-20260517
阿里巴巴 · Proprietary
1543±0.0
532 票votes 1543.000 [1543.0, 1543.0] 10.00 · 波动Unstable N/A N/A
6 3 - 12
glm-5.1
智谱 ZAI · MIT
1540±0.0
1.0K 票votes 1540.000 [1540.0, 1540.0] 9.00 · 波动Unstable $1.40 / $4.40 202.8K
7 4 - 12
claude-sonnet-4-6
Anthropic · Proprietary
1536±0.0
3.3K 票votes 1536.000 [1536.0, 1536.0] 8.00 · 波动Unstable $3 / $15 1M
8 4 - 14
gpt-5.5-xhigh (codex-harness)
OpenAI · Proprietary
1525±0.0
1.4K 票votes 1525.000 [1525.0, 1525.0] 10.00 · 波动Unstable N/A N/A
9 5 - 15
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1517±0.0
3.6K 票votes 1517.000 [1517.0, 1517.0] 10.00 · 波动Unstable $5 / $25 200K
10 4 - 16
muse-spark
Meta · Proprietary
1516±0.0
480 票votes 1516.000 [1516.0, 1516.0] 12.00 · 不稳Volatile N/A N/A
11 5 - 15
kimi-k2.6
月之暗面 · Modified MIT
1513±0.0
1.2K 票votes 1513.000 [1513.0, 1513.0] 10.00 · 波动Unstable $0.95 / $4 262.1K
12 4 - 16
gemini-3.5-flash
Google · Proprietary
1513±0.0
727 票votes 1513.000 [1513.0, 1513.0] 12.00 · 不稳Volatile $1.50 / $9 1M
13 8 - 20
deepseek-v4-pro-thinking
DeepSeek · MIT
1492±0.0
1.3K 票votes 1492.000 [1492.0, 1492.0] 12.00 · 不稳Volatile $0.43 / $0.87 1M
14 8 - 21
qwen3.6-max-preview
阿里巴巴 · Proprietary
1491±0.0
828 票votes 1491.000 [1491.0, 1491.0] 13.00 · 不稳Volatile $1.04 / $6.24 262.1K
15 9 - 20
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1490±0.0
1.5K 票votes 1490.000 [1490.0, 1490.0] 11.00 · 波动Unstable N/A N/A
16 13 - 23
claude-opus-4-5-20251101
Anthropic · Proprietary
1474±0.0
4.2K 票votes 1474.000 [1474.0, 1474.0] 10.00 · 波动Unstable $5 / $25 200K
17 13 - 27
mimo-v2.5-pro
小米 · MIT
1470±0.0
1.5K 票votes 1470.000 [1470.0, 1470.0] 14.00 · 不稳Volatile $1 / $3 1M
18 13 - 30
qwen3.6-plus
阿里巴巴 · Proprietary
1464±0.0
1.9K 票votes 1464.000 [1464.0, 1464.0] 17.00 · 不稳Volatile $0.33 / $1.95 1M
19 11 - 31
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1462±0.0
427 票votes 1462.000 [1462.0, 1462.0] 20.00 · 不稳Volatile $2.50 / $15 1.1M
20 15 - 30
gemini-3.1-pro-preview
Google · Proprietary
1461±0.0
3.2K 票votes 1461.000 [1461.0, 1461.0] 15.00 · 不稳Volatile $2 / $12 1M
21 13 - 34
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1455±0.0
432 票votes 1455.000 [1455.0, 1455.0] 21.00 · 不稳Volatile $2.50 / $15 1.1M
22 17 - 31
gemini-3-pro
Google · Proprietary
1452±0.0
5.0K 票votes 1452.000 [1452.0, 1452.0] 14.00 · 不稳Volatile $2 / $12 1M
23 16 - 31
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1450±0.0
1.3K 票votes 1450.000 [1450.0, 1450.0] 15.00 · 不稳Volatile N/A N/A
24 16 - 33
glm-4.7
智谱 ZAI · MIT
1448±0.0
1.3K 票votes 1448.000 [1448.0, 1448.0] 17.00 · 不稳Volatile $0.40 / $1.75 202.8K
25 17 - 33
glm-5
智谱 ZAI · MIT
1446±0.0
1.7K 票votes 1446.000 [1446.0, 1446.0] 16.00 · 不稳Volatile $1 / $3.20 202.8K
26 17 - 34
mimo-v2-pro
小米 · Proprietary
1441±0.0
2.1K 票votes 1441.000 [1441.0, 1441.0] 17.00 · 不稳Volatile $1 / $3 1M
27 18 - 34
kimi-k2.5-thinking
月之暗面 · Modified MIT
1440±0.0
3.1K 票votes 1440.000 [1440.0, 1440.0] 16.00 · 不稳Volatile $0.60 / $3 N/A
28 18 - 34
gemini-3-flash
Google · Proprietary
1439±0.0
3.7K 票votes 1439.000 [1439.0, 1439.0] 16.00 · 不稳Volatile $0.50 / $3 1M
29 18 - 34
mimo-v2.5
小米 · MIT
1434±0.0
1.2K 票votes 1434.000 [1434.0, 1434.0] 16.00 · 不稳Volatile $0.40 / $2 1M
30 20 - 38
kimi-k2.5-instant
月之暗面 · Modified MIT
1427±0.0
896 票votes 1427.000 [1427.0, 1427.0] 18.00 · 不稳Volatile $0.40 / $1.90 262.1K
31 17 - 46
gpt-5.2
OpenAI · Proprietary
1425±0.0
435 票votes 1425.000 [1425.0, 1425.0] 29.00 · 不稳Volatile $1.75 / $14 400K
32 25 - 42
gpt-5.4-mini-high
OpenAI · Proprietary
1415±0.0
1.7K 票votes 1415.000 [1415.0, 1415.0] 17.00 · 不稳Volatile $0.75 / $4.50 400K
33 23 - 46
gpt-5-medium
OpenAI · Proprietary
1414±0.0
1.3K 票votes 1414.000 [1414.0, 1414.0] 23.00 · 不稳Volatile $1.25 / $10 400K
34 23 - 47
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1410±0.0
755 票votes 1410.000 [1410.0, 1410.0] 24.00 · 不稳Volatile $1.75 / $14 400K
35 30 - 47
gpt-5.1-medium
OpenAI · Proprietary
1399±0.0
1.8K 票votes 1399.000 [1399.0, 1399.0] 17.00 · 不稳Volatile $1.25 / $10 400K
36 30 - 47
claude-opus-4-1-20250805
Anthropic · Proprietary
1396±0.0
2.6K 票votes 1396.000 [1396.0, 1396.0] 17.00 · 不稳Volatile $15 / $75 200K
37 30 - 47
grok-4.20-beta-0309-reasoning
xAI · Proprietary
1396±0.0
2.2K 票votes 1396.000 [1396.0, 1396.0] 17.00 · 不稳Volatile $2 / $6 2M
38 31 - 47
gemini-3-flash (thinking-minimal)
Google · Proprietary
1392±0.0
4.7K 票votes 1392.000 [1392.0, 1392.0] 16.00 · 不稳Volatile $0.50 / $3 1M
39 31 - 50
minimax-m2.7
MiniMax · Modified MIT
1392±0.0
1.9K 票votes 1392.000 [1392.0, 1392.0] 19.00 · 不稳Volatile $0.28 / $1.20 204.8K
40 31 - 50
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1389±0.0
3.0K 票votes 1389.000 [1389.0, 1389.0] 19.00 · 不稳Volatile $0.39 / $2.34 262.1K
41 32 - 50
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1388±0.0
4.6K 票votes 1388.000 [1388.0, 1388.0] 18.00 · 不稳Volatile $3 / $15 200K
42 32 - 50
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1386±0.0
5.4K 票votes 1386.000 [1386.0, 1386.0] 18.00 · 不稳Volatile $3 / $15 200K
43 31 - 52
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1385±0.0
1.1K 票votes 1385.000 [1385.0, 1385.0] 21.00 · 不稳Volatile $1.75 / $14 400K
44 32 - 51
minimax-m2.1-preview
MiniMax · MIT
1382±0.0
2.3K 票votes 1382.000 [1382.0, 1382.0] 19.00 · 不稳Volatile $0.29 / $0.95 204.8K
45 30 - 55
hunyuan-hy3-preview
腾讯 · tencent-hunyuan-community
1377±0.0
442 票votes 1377.000 [1377.0, 1377.0] 25.00 · 不稳Volatile N/A N/A
46 32 - 53
grok-4.3
xAI · Proprietary
1377±0.0
1.2K 票votes 1377.000 [1377.0, 1377.0] 21.00 · 不稳Volatile $1.25 / $2.50 1M
47 39 - 53
minimax-m2.5
MiniMax · Modified MIT
1369±0.0
2.0K 票votes 1369.000 [1369.0, 1369.0] 14.00 · 不稳Volatile $0.15 / $1.15 204.8K
48 39 - 53
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1368±0.0
2.5K 票votes 1368.000 [1368.0, 1368.0] 14.00 · 不稳Volatile $0.26 / $2.08 262.1K
49 39 - 56
gemma-4-31b
Google · Apache 2.0
1363±0.0
969 票votes 1363.000 [1363.0, 1363.0] 17.00 · 不稳Volatile $0.14 / $0.40 262.1K
50 34 - 58
gemma-4-26b-a4b
Google · Apache 2.0
1360±0.0
439 票votes 1360.000 [1360.0, 1360.0] 24.00 · 不稳Volatile N/A N/A
51 43 - 55
deepseek-v3.2-thinking
DeepSeek · MIT
1357±0.0
2.2K 票votes 1357.000 [1357.0, 1357.0] 12.00 · 不稳Volatile $0.25 / $0.38 131.1K
52 44 - 56
qwen3.5-27b
阿里巴巴 · Apache 2.0
1354±0.0
2.3K 票votes 1354.000 [1354.0, 1354.0] 12.00 · 不稳Volatile $0.20 / $1.56 262.1K
53 45 - 58
glm-4.6
智谱 ZAI · MIT
1347±0.0
2.6K 票votes 1347.000 [1347.0, 1347.0] 13.00 · 不稳Volatile $0.43 / $1.74 202.8K
54 48 - 59
gpt-5.2-codex
OpenAI · Proprietary
1341±0.0
2.1K 票votes 1341.000 [1341.0, 1341.0] 11.00 · 波动Unstable $1.75 / $14 400K
55 48 - 59
gpt-5.1
OpenAI · Proprietary
1341±0.0
3.9K 票votes 1341.000 [1341.0, 1341.0] 11.00 · 波动Unstable $1.25 / $10 400K
56 50 - 61
gpt-5.1-codex
OpenAI · Proprietary
1329±0.0
1.9K 票votes 1329.000 [1329.0, 1329.0] 11.00 · 波动Unstable $1.25 / $10 400K
57 52 - 61
mimo-v2-flash (non-thinking)
小米 · MIT
1325±0.0
1.8K 票votes 1325.000 [1325.0, 1325.0] 9.00 · 波动Unstable $0.10 / $0.30 262.1K
58 52 - 61
deepseek-v3.2
DeepSeek · MIT
1323±0.0
3.0K 票votes 1323.000 [1323.0, 1323.0] 9.00 · 波动Unstable $0.25 / $0.38 131.1K
59 54 - 61
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1320±0.0
4.5K 票votes 1320.000 [1320.0, 1320.0] 7.00 · 波动Unstable $1.15 / $8 262.1K
60 56 - 62
claude-haiku-4-5-20251001
Anthropic · Proprietary
1313±0.0
6.2K 票votes 1313.000 [1313.0, 1313.0] 6.00 · 波动Unstable $1 / $5 200K
61 60 - 65
minimax-m2
MiniMax · Apache 2.0
1294±0.0
2.7K 票votes 1294.000 [1294.0, 1294.0] 5.00 · 波动Unstable $0.26 / $1 204.8K
62 56 - 69
mimo-v2-flash (thinking)
小米 · MIT
1289±0.0
574 票votes 1289.000 [1289.0, 1289.0] 13.00 · 不稳Volatile $0.10 / $0.30 262.1K
63 61 - 69
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1273±0.0
4.5K 票votes 1273.000 [1273.0, 1273.0] 8.00 · 波动Unstable $0.40 / $1.60 262.1K
64 61 - 70
deepseek-v3.2-exp
DeepSeek · MIT
1272±0.0
1.6K 票votes 1272.000 [1272.0, 1272.0] 9.00 · 波动Unstable $0.27 / $0.41 163.8K
65 61 - 76
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1256±0.0
533 票votes 1256.000 [1256.0, 1256.0] 15.00 · 不稳Volatile $0.14 / $1 262.1K
66 62 - 74
gemini-3.1-flash-lite-preview
Google · Proprietary
1254±0.0
2.9K 票votes 1254.000 [1254.0, 1254.0] 12.00 · 不稳Volatile $0.25 / $1.50 1M
67 62 - 76
KAT-Coder-Pro-V1
快手 · Proprietary
1245±0.0
640 票votes 1245.000 [1245.0, 1245.0] 14.00 · 不稳Volatile $0.21 / $0.83 256K
68 62 - 76
qwen3.5-flash
阿里巴巴 · Proprietary
1242±0.0
439 票votes 1242.000 [1242.0, 1242.0] 14.00 · 不稳Volatile N/A N/A
69 62 - 77
trinity-large-thinking
Arcee AI · Apache 2.0
1231±0.0
357 票votes 1231.000 [1231.0, 1231.0] 15.00 · 不稳Volatile $0.22 / $0.85 262.1K
70 65 - 76
grok-4-1-fast-reasoning
xAI · Proprietary
1229±0.0
2.0K 票votes 1229.000 [1229.0, 1229.0] 11.00 · 波动Unstable $0.20 / $0.50 2M
71 64 - 77
gpt-5.1-codex-mini
OpenAI · Proprietary
1229±0.0
494 票votes 1229.000 [1229.0, 1229.0] 13.00 · 不稳Volatile $0.25 / $2 400K
72 65 - 77
granite-4.1-8b
IBM · Apache 2.0
1224±0.0
574 票votes 1224.000 [1224.0, 1224.0] 12.00 · 不稳Volatile $0.05 / $0.10 131.1K
73 65 - 78
mistral-large-3
Mistral · Apache 2.0
1209±0.0
304 票votes 1209.000 [1209.0, 1209.0] 13.00 · 不稳Volatile $0.50 / $1.50 N/A
74 65 - 78
grok-4.1-thinking
xAI · Proprietary
1207±0.0
372 票votes 1207.000 [1207.0, 1207.0] 13.00 · 不稳Volatile N/A N/A
75 66 - 79
devstral-2
Mistral · Modified MIT
1198±0.0
415 票votes 1198.000 [1198.0, 1198.0] 13.00 · 不稳Volatile N/A N/A
76 66 - 79
mercury-2
Inception AI · Proprietary
1188±0.0
278 票votes 1188.000 [1188.0, 1188.0] 13.00 · 不稳Volatile $0.25 / $0.75 128K
77 70 - 79
gemini-2.5-pro
Google · Proprietary
1186±0.0
1.1K 票votes 1186.000 [1186.0, 1186.0] 9.00 · 波动Unstable $1.25 / $10 1M
78 73 - 80
grok-4-fast-reasoning
xAI · Proprietary
1136±0.0
287 票votes 1136.000 [1136.0, 1136.0] 7.00 · 波动Unstable $0.20 / $0.50 2M
79 75 - 80
grok-code-fast-1
xAI · Proprietary
1133±0.0
322 票votes 1133.000 [1133.0, 1133.0] 5.00 · 波动Unstable $0.20 / $1.50 N/A
80 78 - 80
devstral-medium-2507
Mistral · Proprietary
1069±0.0
312 票votes 1069.000 [1069.0, 1069.0] 2.00 · 稳定Stable $0.40 / $2 128K
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