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
1587±0.0
2.2K 票votes 1587.000 [1587.0, 1587.0] 2.00 · 稳定Stable $5 / $25 1M
🥈 1 - 4
claude-opus-4-7
Anthropic · Proprietary
1579±0.0
2.1K 票votes 1579.000 [1579.0, 1579.0] 3.00 · 稳定Stable $5 / $25 1M
🥉 1 - 6
claude-opus-4-6-thinking
Anthropic · Proprietary
1564±0.0
2.7K 票votes 1564.000 [1564.0, 1564.0] 5.00 · 波动Unstable $5 / $25 1M
4 2 - 12
qwen3.7-max-20260517
阿里巴巴 · Proprietary
1549±0.0
858 票votes 1549.000 [1549.0, 1549.0] 10.00 · 波动Unstable $1.25 / $3.75 1M
5 3 - 10
claude-opus-4-6
Anthropic · Proprietary
1548±0.0
3.0K 票votes 1548.000 [1548.0, 1548.0] 7.00 · 波动Unstable $5 / $25 1M
6 3 - 13
glm-5.1
智谱 ZAI · MIT
1541±0.0
1.0K 票votes 1541.000 [1541.0, 1541.0] 10.00 · 波动Unstable $1.40 / $4.40 202.8K
7 4 - 13
claude-sonnet-4-6
Anthropic · Proprietary
1536±0.0
3.7K 票votes 1536.000 [1536.0, 1536.0] 9.00 · 波动Unstable $3 / $15 1M
8 4 - 13
gpt-5.5-xhigh (codex-harness)
OpenAI · Proprietary
1527±0.0
1.7K 票votes 1527.000 [1527.0, 1527.0] 9.00 · 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 - 17
muse-spark
Meta · Proprietary
1515±0.0
480 票votes 1515.000 [1515.0, 1515.0] 13.00 · 不稳Volatile N/A N/A
11 4 - 17
gemini-3.5-flash
Google · Proprietary
1513±0.0
725 票votes 1513.000 [1513.0, 1513.0] 13.00 · 不稳Volatile $1.50 / $9 1M
12 6 - 16
kimi-k2.6
月之暗面 · Modified MIT
1511±0.0
1.5K 票votes 1511.000 [1511.0, 1511.0] 10.00 · 波动Unstable $0.95 / $4 262.1K
13 5 - 22
minimax-m3
MiniMax · Proprietary
1502±0.0
555 票votes 1502.000 [1502.0, 1502.0] 17.00 · 不稳Volatile $0.60 / $2.40 N/A
14 9 - 22
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1492±0.0
1.8K 票votes 1492.000 [1492.0, 1492.0] 13.00 · 不稳Volatile N/A N/A
15 9 - 24
qwen3.6-max-preview
阿里巴巴 · Proprietary
1490±0.0
828 票votes 1490.000 [1490.0, 1490.0] 15.00 · 不稳Volatile $1.04 / $6.24 262.1K
16 10 - 24
deepseek-v4-pro-thinking
DeepSeek · MIT
1485±0.0
1.6K 票votes 1485.000 [1485.0, 1485.0] 14.00 · 不稳Volatile $0.43 / $0.87 1M
17 13 - 26
claude-opus-4-5-20251101
Anthropic · Proprietary
1474±0.0
4.2K 票votes 1474.000 [1474.0, 1474.0] 13.00 · 不稳Volatile $5 / $25 200K
18 13 - 29
qwen3.6-plus
阿里巴巴 · Proprietary
1465±0.0
2.2K 票votes 1465.000 [1465.0, 1465.0] 16.00 · 不稳Volatile $0.33 / $1.95 1M
19 13 - 32
mimo-v2.5-pro
小米 · MIT
1464±0.0
1.8K 票votes 1464.000 [1464.0, 1464.0] 19.00 · 不稳Volatile $0.43 / $0.87 1M
20 11 - 33
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1463±0.0
427 票votes 1463.000 [1463.0, 1463.0] 22.00 · 不稳Volatile $2.50 / $15 1.1M
21 15 - 29
gemini-3.1-pro-preview
Google · Proprietary
1462±0.0
3.5K 票votes 1462.000 [1462.0, 1462.0] 14.00 · 不稳Volatile $2 / $12 1M
22 15 - 33
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1457±0.0
1.7K 票votes 1457.000 [1457.0, 1457.0] 18.00 · 不稳Volatile N/A N/A
23 13 - 36
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1455±0.0
432 票votes 1455.000 [1455.0, 1455.0] 23.00 · 不稳Volatile $2.50 / $15 1.1M
24 17 - 33
gemini-3-pro
Google · Proprietary
1453±0.0
5.0K 票votes 1453.000 [1453.0, 1453.0] 16.00 · 不稳Volatile $2 / $12 1M
25 17 - 35
glm-4.7
智谱 ZAI · MIT
1449±0.0
1.3K 票votes 1449.000 [1449.0, 1449.0] 18.00 · 不稳Volatile $0.40 / $1.75 202.8K
26 18 - 35
glm-5
智谱 ZAI · MIT
1446±0.0
1.7K 票votes 1446.000 [1446.0, 1446.0] 17.00 · 不稳Volatile $1 / $3.20 202.8K
27 18 - 35
mimo-v2-pro
小米 · Proprietary
1442±0.0
2.1K 票votes 1442.000 [1442.0, 1442.0] 17.00 · 不稳Volatile $1 / $3 1M
28 20 - 35
kimi-k2.5-thinking
月之暗面 · Modified MIT
1440±0.0
3.3K 票votes 1440.000 [1440.0, 1440.0] 15.00 · 不稳Volatile $0.60 / $3 N/A
29 20 - 35
gemini-3-flash
Google · Proprietary
1439±0.0
3.7K 票votes 1439.000 [1439.0, 1439.0] 15.00 · 不稳Volatile $0.50 / $3 1M
30 20 - 36
mimo-v2.5
小米 · MIT
1435±0.0
1.5K 票votes 1435.000 [1435.0, 1435.0] 16.00 · 不稳Volatile $0.14 / $0.28 1M
31 21 - 38
kimi-k2.5-instant
月之暗面 · Modified MIT
1427±0.0
896 票votes 1427.000 [1427.0, 1427.0] 17.00 · 不稳Volatile $0.40 / $1.90 262.1K
32 18 - 47
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
33 13 - 54
gpt-5.4
OpenAI · Proprietary
1423±0.0
103 票votes 1423.000 [1423.0, 1423.0] 41.00 · 不稳Volatile $2.50 / $15 1.1M
34 24 - 47
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
35 29 - 43
gpt-5.4-mini-high
OpenAI · Proprietary
1413±0.0
2.0K 票votes 1413.000 [1413.0, 1413.0] 14.00 · 不稳Volatile $0.75 / $4.50 400K
36 24 - 48
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
37 31 - 49
gpt-5.1-medium
OpenAI · Proprietary
1399±0.0
1.8K 票votes 1399.000 [1399.0, 1399.0] 18.00 · 不稳Volatile $1.25 / $10 400K
38 31 - 49
claude-opus-4-1-20250805
Anthropic · Proprietary
1396±0.0
2.6K 票votes 1396.000 [1396.0, 1396.0] 18.00 · 不稳Volatile $15 / $75 200K
39 32 - 50
grok-4.20-beta-0309-reasoning
xAI · Proprietary
1394±0.0
2.5K 票votes 1394.000 [1394.0, 1394.0] 18.00 · 不稳Volatile $2 / $6 2M
40 32 - 49
gemini-3-flash (thinking-minimal)
Google · Proprietary
1392±0.0
5.1K 票votes 1392.000 [1392.0, 1392.0] 17.00 · 不稳Volatile $0.50 / $3 1M
41 32 - 50
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1391±0.0
3.3K 票votes 1391.000 [1391.0, 1391.0] 18.00 · 不稳Volatile $0.39 / $2.34 262.1K
42 33 - 52
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1388±0.0
4.6K 票votes 1388.000 [1388.0, 1388.0] 19.00 · 不稳Volatile $3 / $15 200K
43 33 - 52
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1386±0.0
5.4K 票votes 1386.000 [1386.0, 1386.0] 19.00 · 不稳Volatile $3 / $15 200K
44 32 - 54
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1384±0.0
1.1K 票votes 1384.000 [1384.0, 1384.0] 22.00 · 不稳Volatile $1.75 / $14 400K
45 33 - 52
minimax-m2.7
MiniMax · Modified MIT
1384±0.0
2.2K 票votes 1384.000 [1384.0, 1384.0] 19.00 · 不稳Volatile $0.28 / $1.20 204.8K
46 33 - 53
minimax-m2.1-preview
MiniMax · MIT
1382±0.0
2.3K 票votes 1382.000 [1382.0, 1382.0] 20.00 · 不稳Volatile $0.29 / $0.95 204.8K
47 32 - 57
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
48 36 - 56
grok-4.3
xAI · Proprietary
1370±0.0
1.5K 票votes 1370.000 [1370.0, 1370.0] 20.00 · 不稳Volatile $1.25 / $2.50 1M
49 39 - 55
minimax-m2.5
MiniMax · Modified MIT
1369±0.0
2.0K 票votes 1369.000 [1369.0, 1369.0] 16.00 · 不稳Volatile $0.15 / $1.15 204.8K
50 41 - 55
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
51 35 - 61
gemma-4-26b-a4b
Google · Apache 2.0
1360±0.0
439 票votes 1360.000 [1360.0, 1360.0] 26.00 · 不稳Volatile N/A N/A
52 41 - 58
gemma-4-31b
Google · Apache 2.0
1359±0.0
1.1K 票votes 1359.000 [1359.0, 1359.0] 17.00 · 不稳Volatile $0.14 / $0.40 262.1K
53 44 - 58
deepseek-v3.2-thinking
DeepSeek · MIT
1357±0.0
2.2K 票votes 1357.000 [1357.0, 1357.0] 14.00 · 不稳Volatile $0.23 / $0.34 131.1K
54 45 - 58
qwen3.5-27b
阿里巴巴 · Apache 2.0
1355±0.0
2.3K 票votes 1355.000 [1355.0, 1355.0] 13.00 · 不稳Volatile $0.20 / $1.56 262.1K
55 47 - 60
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
56 50 - 61
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
57 49 - 61
gpt-5.2-codex
OpenAI · Proprietary
1341±0.0
2.2K 票votes 1341.000 [1341.0, 1341.0] 12.00 · 不稳Volatile $1.75 / $14 400K
58 51 - 64
gpt-5.1-codex
OpenAI · Proprietary
1329±0.0
1.9K 票votes 1329.000 [1329.0, 1329.0] 13.00 · 不稳Volatile $1.25 / $10 400K
59 54 - 64
mimo-v2-flash (non-thinking)
小米 · MIT
1326±0.0
1.8K 票votes 1326.000 [1326.0, 1326.0] 10.00 · 波动Unstable $0.10 / $0.30 262.1K
60 54 - 64
deepseek-v3.2
DeepSeek · MIT
1323±0.0
3.0K 票votes 1323.000 [1323.0, 1323.0] 10.00 · 波动Unstable $0.23 / $0.34 131.1K
61 55 - 64
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1320±0.0
4.5K 票votes 1320.000 [1320.0, 1320.0] 9.00 · 波动Unstable $1.15 / $8 262.1K
62 58 - 65
claude-haiku-4-5-20251001
Anthropic · Proprietary
1314±0.0
6.4K 票votes 1314.000 [1314.0, 1314.0] 7.00 · 波动Unstable $1 / $5 200K
63 62 - 68
minimax-m2
MiniMax · Apache 2.0
1294±0.0
2.7K 票votes 1294.000 [1294.0, 1294.0] 6.00 · 波动Unstable $0.26 / $1 204.8K
64 58 - 72
mimo-v2-flash (thinking)
小米 · MIT
1290±0.0
573 票votes 1290.000 [1290.0, 1290.0] 14.00 · 不稳Volatile $0.10 / $0.30 262.1K
65 58 - 74
mistral-medium-3.5
Mistral · Modified MIT
1284±0.0
390 票votes 1284.000 [1284.0, 1284.0] 16.00 · 不稳Volatile $1.50 / $7.50 262.1K
66 63 - 72
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] 9.00 · 波动Unstable $0.40 / $1.60 262.1K
67 63 - 73
deepseek-v3.2-exp
DeepSeek · MIT
1272±0.0
1.6K 票votes 1272.000 [1272.0, 1272.0] 10.00 · 波动Unstable $0.27 / $0.41 163.8K
68 63 - 79
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1256±0.0
533 票votes 1256.000 [1256.0, 1256.0] 16.00 · 不稳Volatile $0.14 / $1 262.1K
69 64 - 77
gemini-3.1-flash-lite-preview
Google · Proprietary
1253±0.0
3.2K 票votes 1253.000 [1253.0, 1253.0] 13.00 · 不稳Volatile $0.25 / $1.50 1M
70 64 - 79
KAT-Coder-Pro-V1
快手 · Proprietary
1245±0.0
640 票votes 1245.000 [1245.0, 1245.0] 15.00 · 不稳Volatile $0.21 / $0.83 256K
71 64 - 79
qwen3.5-flash
阿里巴巴 · Proprietary
1242±0.0
439 票votes 1242.000 [1242.0, 1242.0] 15.00 · 不稳Volatile N/A N/A
72 64 - 80
trinity-large-thinking
Arcee AI · Apache 2.0
1231±0.0
357 票votes 1231.000 [1231.0, 1231.0] 16.00 · 不稳Volatile $0.22 / $0.85 262.1K
73 68 - 79
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
74 66 - 80
gpt-5.1-codex-mini
OpenAI · Proprietary
1229±0.0
494 票votes 1229.000 [1229.0, 1229.0] 14.00 · 不稳Volatile $0.25 / $2 400K
75 67 - 80
granite-4.1-8b
IBM · Apache 2.0
1222±0.0
573 票votes 1222.000 [1222.0, 1222.0] 13.00 · 不稳Volatile $0.05 / $0.10 131.1K
76 68 - 81
mistral-large-3
Mistral · Apache 2.0
1210±0.0
304 票votes 1210.000 [1210.0, 1210.0] 13.00 · 不稳Volatile $0.50 / $1.50 N/A
77 68 - 82
grok-4.1-thinking
xAI · Proprietary
1207±0.0
372 票votes 1207.000 [1207.0, 1207.0] 14.00 · 不稳Volatile N/A N/A
78 69 - 82
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
79 69 - 82
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
80 73 - 82
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
81 76 - 83
grok-4-fast-reasoning
xAI · Proprietary
1137±0.0
287 票votes 1137.000 [1137.0, 1137.0] 7.00 · 波动Unstable $0.20 / $0.50 2M
82 77 - 83
grok-code-fast-1
xAI · Proprietary
1133±0.0
322 票votes 1133.000 [1133.0, 1133.0] 6.00 · 波动Unstable $0.20 / $1.50 N/A
83 81 - 83
devstral-medium-2507
Mistral · Proprietary
1070±0.0
312 票votes 1070.000 [1070.0, 1070.0] 2.00 · 稳定Stable $0.40 / $2 128K
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