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 - 2
claude-opus-4-7-thinking
Anthropic · Proprietary
1566±0.0
3.9K 票votes 1566.000 [1566.0, 1566.0] 1.00 · 稳定Stable $5 / $25 1M
🥈 1 - 4
claude-opus-4-7
Anthropic · Proprietary
1559±0.0
3.8K 票votes 1559.000 [1559.0, 1559.0] 3.00 · 稳定Stable $5 / $25 1M
🥉 2 - 5
claude-opus-4-6-thinking
Anthropic · Proprietary
1547±0.0
6.8K 票votes 1547.000 [1547.0, 1547.0] 3.00 · 稳定Stable $5 / $25 1M
4 2 - 5
claude-opus-4-6
Anthropic · Proprietary
1544±0.0
7.8K 票votes 1544.000 [1544.0, 1544.0] 3.00 · 稳定Stable $5 / $25 1M
5 3 - 8
glm-5.1
智谱 ZAI · MIT
1532±0.0
3.6K 票votes 1532.000 [1532.0, 1532.0] 5.00 · 波动Unstable $1.40 / $4.40 202.8K
6 5 - 8
claude-sonnet-4-6
Anthropic · Proprietary
1524±0.0
9.9K 票votes 1524.000 [1524.0, 1524.0] 3.00 · 稳定Stable $3 / $15 1M
7 5 - 8
kimi-k2.6
月之暗面 · Modified MIT
1520±0.0
3.1K 票votes 1520.000 [1520.0, 1520.0] 3.00 · 稳定Stable $0.95 / $4 262.1K
8 5 - 11
muse-spark
Meta · Proprietary
1509±0.0
1.6K 票votes 1509.000 [1509.0, 1509.0] 6.00 · 波动Unstable N/A N/A
9 8 - 12
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1491±0.0
13.1K 票votes 1491.000 [1491.0, 1491.0] 4.00 · 稳定Stable $5 / $25 200K
10 8 - 14
qwen3.6-max-preview
阿里巴巴 · Proprietary
1485±0.0
1.7K 票votes 1485.000 [1485.0, 1485.0] 6.00 · 波动Unstable $1.04 / $6.24 262.1K
11 8 - 14
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1483±0.0
3.2K 票votes 1483.000 [1483.0, 1483.0] 6.00 · 波动Unstable N/A N/A
12 9 - 16
mimo-v2.5-pro
小米 · MIT
1473±0.0
3.7K 票votes 1473.000 [1473.0, 1473.0] 7.00 · 波动Unstable $1 / $3 1M
13 10 - 16
claude-opus-4-5-20251101
Anthropic · Proprietary
1467±0.0
15.3K 票votes 1467.000 [1467.0, 1467.0] 6.00 · 波动Unstable $5 / $25 200K
14 12 - 19
qwen3.6-plus
阿里巴巴 · Proprietary
1460±0.0
4.9K 票votes 1460.000 [1460.0, 1460.0] 7.00 · 波动Unstable $0.33 / $1.95 1M
15 10 - 25
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1457±0.0
1.5K 票votes 1457.000 [1457.0, 1457.0] 15.00 · 不稳Volatile $2.50 / $15 1.1M
16 12 - 24
deepseek-v4-pro-thinking
DeepSeek · MIT
1455±0.0
2.9K 票votes 1455.000 [1455.0, 1455.0] 12.00 · 不稳Volatile $0.43 / $0.87 1M
17 14 - 24
gemini-3.1-pro-preview
Google · Proprietary
1450±0.0
9.0K 票votes 1450.000 [1450.0, 1450.0] 10.00 · 波动Unstable $2 / $12 1M
18 14 - 27
mimo-v2.5
小米 · MIT
1441±0.0
2.6K 票votes 1441.000 [1441.0, 1441.0] 13.00 · 不稳Volatile $0.40 / $2 1M
19 15 - 27
glm-4.7
智谱 ZAI · MIT
1440±0.0
4.9K 票votes 1440.000 [1440.0, 1440.0] 12.00 · 不稳Volatile $0.40 / $1.75 202.8K
20 15 - 27
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1439±0.0
3.0K 票votes 1439.000 [1439.0, 1439.0] 12.00 · 不稳Volatile N/A N/A
21 15 - 26
gemini-3-pro
Google · Proprietary
1439±0.0
17.2K 票votes 1439.000 [1439.0, 1439.0] 11.00 · 波动Unstable $2 / $12 1M
22 14 - 28
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1437±0.0
1.4K 票votes 1437.000 [1437.0, 1437.0] 14.00 · 不稳Volatile $2.50 / $15 1.1M
23 15 - 27
gemini-3-flash
Google · Proprietary
1437±0.0
13.3K 票votes 1437.000 [1437.0, 1437.0] 12.00 · 不稳Volatile $0.50 / $3 1M
24 15 - 27
glm-5
智谱 ZAI · MIT
1436±0.0
6.6K 票votes 1436.000 [1436.0, 1436.0] 12.00 · 不稳Volatile $1 / $3.20 202.8K
25 17 - 27
mimo-v2-pro
小米 · Proprietary
1434±0.0
5.9K 票votes 1434.000 [1434.0, 1434.0] 10.00 · 波动Unstable $1 / $3 1M
26 18 - 27
kimi-k2.5-thinking
月之暗面 · Modified MIT
1431±0.0
9.7K 票votes 1431.000 [1431.0, 1431.0] 9.00 · 波动Unstable $0.60 / $3 N/A
27 27 - 37
kimi-k2.5-instant
月之暗面 · Modified MIT
1408±0.0
3.6K 票votes 1408.000 [1408.0, 1408.0] 10.00 · 波动Unstable $0.40 / $1.90 262.1K
28 27 - 37
minimax-m2.7
MiniMax · Modified MIT
1408±0.0
5.4K 票votes 1408.000 [1408.0, 1408.0] 10.00 · 波动Unstable $0.28 / $1.20 196.6K
29 27 - 40
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1407±0.0
3.0K 票votes 1407.000 [1407.0, 1407.0] 13.00 · 不稳Volatile $1.75 / $14 400K
30 26 - 44
gpt-5.2
OpenAI · Proprietary
1405±0.0
1.5K 票votes 1405.000 [1405.0, 1405.0] 18.00 · 不稳Volatile $1.75 / $14 400K
31 27 - 43
gpt-5.4-mini-high
OpenAI · Proprietary
1401±0.0
4.4K 票votes 1401.000 [1401.0, 1401.0] 16.00 · 不稳Volatile $0.75 / $4.50 400K
32 27 - 43
grok-4.20-beta-0309-reasoning
xAI · Proprietary
1399±0.0
6.1K 票votes 1399.000 [1399.0, 1399.0] 16.00 · 不稳Volatile $2 / $6 2M
33 27 - 46
gpt-5-medium
OpenAI · Proprietary
1394±0.0
3.8K 票votes 1394.000 [1394.0, 1394.0] 19.00 · 不稳Volatile $1.25 / $10 400K
34 27 - 45
minimax-m2.1-preview
MiniMax · MIT
1392±0.0
9.3K 票votes 1392.000 [1392.0, 1392.0] 18.00 · 不稳Volatile $0.29 / $0.95 196.6K
35 27 - 46
gpt-5.1-medium
OpenAI · Proprietary
1391±0.0
6.1K 票votes 1391.000 [1391.0, 1391.0] 19.00 · 不稳Volatile $1.25 / $10 400K
36 27 - 46
grok-4.3
xAI · Proprietary
1390±0.0
2.3K 票votes 1390.000 [1390.0, 1390.0] 19.00 · 不稳Volatile $1.25 / $2.50 1M
37 29 - 45
gemini-3-flash (thinking-minimal)
Google · Proprietary
1389±0.0
15.3K 票votes 1389.000 [1389.0, 1389.0] 16.00 · 不稳Volatile $0.50 / $3 1M
38 29 - 46
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1388±0.0
8.6K 票votes 1388.000 [1388.0, 1388.0] 17.00 · 不稳Volatile $0.39 / $2.34 262.1K
39 29 - 46
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1388±0.0
15.7K 票votes 1388.000 [1388.0, 1388.0] 17.00 · 不稳Volatile $3 / $15 200K
40 19 - 53
gpt-5.4
OpenAI · Proprietary
1387±0.0
191 票votes 1387.000 [1387.0, 1387.0] 34.00 · 不稳Volatile $2.50 / $15 1.1M
41 30 - 46
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1386±0.0
18.4K 票votes 1386.000 [1386.0, 1386.0] 16.00 · 不稳Volatile $3 / $15 200K
42 30 - 46
claude-opus-4-1-20250805
Anthropic · Proprietary
1386±0.0
8.6K 票votes 1386.000 [1386.0, 1386.0] 16.00 · 不稳Volatile $15 / $75 200K
43 32 - 48
minimax-m2.5
MiniMax · Modified MIT
1382±0.0
7.9K 票votes 1382.000 [1382.0, 1382.0] 16.00 · 不稳Volatile $0.15 / $1.15 196.6K
44 30 - 49
gemma-4-31b
Google · Apache 2.0
1381±0.0
2.7K 票votes 1381.000 [1381.0, 1381.0] 19.00 · 不稳Volatile $0.14 / $0.40 262.1K
45 33 - 50
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1373±0.0
3.6K 票votes 1373.000 [1373.0, 1373.0] 17.00 · 不稳Volatile $1.75 / $14 400K
46 42 - 51
deepseek-v3.2-thinking
DeepSeek · MIT
1369±0.0
7.9K 票votes 1369.000 [1369.0, 1369.0] 9.00 · 波动Unstable $0.25 / $0.38 131.1K
47 35 - 51
hunyuan-hy3-preview
腾讯 · tencent-hunyuan-community
1366±0.0
1.3K 票votes 1366.000 [1366.0, 1366.0] 16.00 · 不稳Volatile N/A N/A
48 43 - 51
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1364±0.0
7.3K 票votes 1364.000 [1364.0, 1364.0] 8.00 · 波动Unstable $0.26 / $2.08 262.1K
49 42 - 53
gemma-4-26b-a4b
Google · Apache 2.0
1361±0.0
1.5K 票votes 1361.000 [1361.0, 1361.0] 11.00 · 波动Unstable N/A N/A
50 44 - 52
glm-4.6
智谱 ZAI · MIT
1355±0.0
8.4K 票votes 1355.000 [1355.0, 1355.0] 8.00 · 波动Unstable $0.39 / $1.90 204.8K
51 45 - 53
qwen3.5-27b
阿里巴巴 · Apache 2.0
1353±0.0
6.8K 票votes 1353.000 [1353.0, 1353.0] 8.00 · 波动Unstable $0.20 / $1.56 262.1K
52 48 - 57
gpt-5.1
OpenAI · Proprietary
1340±0.0
12.9K 票votes 1340.000 [1340.0, 1340.0] 9.00 · 波动Unstable $1.25 / $10 400K
53 49 - 57
mimo-v2-flash (non-thinking)
小米 · MIT
1337±0.0
6.7K 票votes 1337.000 [1337.0, 1337.0] 8.00 · 波动Unstable $0.10 / $0.30 262.1K
54 52 - 57
gpt-5.2-codex
OpenAI · Proprietary
1335±0.0
7.8K 票votes 1335.000 [1335.0, 1335.0] 5.00 · 波动Unstable $1.75 / $14 400K
55 52 - 57
deepseek-v3.2
DeepSeek · MIT
1332±0.0
10.5K 票votes 1332.000 [1332.0, 1332.0] 5.00 · 波动Unstable $0.25 / $0.38 131.1K
56 52 - 58
gpt-5.1-codex
OpenAI · Proprietary
1330±0.0
6.2K 票votes 1330.000 [1330.0, 1330.0] 6.00 · 波动Unstable $1.25 / $10 400K
57 52 - 58
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1329±0.0
15.3K 票votes 1329.000 [1329.0, 1329.0] 6.00 · 波动Unstable $1.15 / $8 262.1K
58 55 - 59
claude-haiku-4-5-20251001
Anthropic · Proprietary
1319±0.0
19.6K 票votes 1319.000 [1319.0, 1319.0] 4.00 · 稳定Stable $1 / $5 200K
59 59 - 61
minimax-m2
MiniMax · Apache 2.0
1305±0.0
8.4K 票votes 1305.000 [1305.0, 1305.0] 2.00 · 稳定Stable $0.26 / $1 196.6K
60 58 - 62
mimo-v2-flash (thinking)
小米 · MIT
1300±0.0
2.1K 票votes 1300.000 [1300.0, 1300.0] 4.00 · 稳定Stable $0.10 / $0.30 262.1K
61 59 - 62
deepseek-v3.2-exp
DeepSeek · MIT
1287±0.0
4.9K 票votes 1287.000 [1287.0, 1287.0] 3.00 · 稳定Stable $0.27 / $0.41 163.8K
62 60 - 62
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1282±0.0
15.2K 票votes 1282.000 [1282.0, 1282.0] 2.00 · 稳定Stable $0.40 / $1.60 262.1K
63 63 - 69
KAT-Coder-Pro-V1
快手 · Proprietary
1258±0.0
1.9K 票votes 1258.000 [1258.0, 1258.0] 6.00 · 波动Unstable $0.21 / $0.83 256K
64 63 - 70
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1249±0.0
1.8K 票votes 1249.000 [1249.0, 1249.0] 7.00 · 波动Unstable $0.14 / $1 262.1K
65 63 - 71
trinity-large-thinking
Arcee AI · Apache 2.0
1245±0.0
1.3K 票votes 1245.000 [1245.0, 1245.0] 8.00 · 波动Unstable $0.22 / $0.85 262.1K
66 63 - 70
gemini-3.1-flash-lite-preview
Google · Proprietary
1241±0.0
8.2K 票votes 1241.000 [1241.0, 1241.0] 7.00 · 波动Unstable $0.25 / $1.50 1M
67 63 - 71
gpt-5.1-codex-mini
OpenAI · Proprietary
1239±0.0
1.4K 票votes 1239.000 [1239.0, 1239.0] 8.00 · 波动Unstable $0.25 / $2 400K
68 63 - 71
qwen3.5-flash
阿里巴巴 · Proprietary
1237±0.0
1.6K 票votes 1237.000 [1237.0, 1237.0] 8.00 · 波动Unstable N/A N/A
69 63 - 71
grok-4-1-fast-reasoning
xAI · Proprietary
1234±0.0
6.9K 票votes 1234.000 [1234.0, 1234.0] 8.00 · 波动Unstable $0.20 / $0.50 2M
70 64 - 73
mistral-large-3
Mistral · Apache 2.0
1223±0.0
1.0K 票votes 1223.000 [1223.0, 1223.0] 9.00 · 波动Unstable $0.50 / $1.50 N/A
71 66 - 73
grok-4.1-thinking
xAI · Proprietary
1208±0.0
1.2K 票votes 1208.000 [1208.0, 1208.0] 7.00 · 波动Unstable N/A N/A
72 70 - 73
gemini-2.5-pro
Google · Proprietary
1203±0.0
3.3K 票votes 1203.000 [1203.0, 1203.0] 3.00 · 稳定Stable $1.25 / $10 1M
73 70 - 74
devstral-2
Mistral · Modified MIT
1199±0.0
1.6K 票votes 1199.000 [1199.0, 1199.0] 4.00 · 稳定Stable N/A N/A
74 73 - 76
mercury-2
Inception AI · Proprietary
1165±0.0
947 票votes 1165.000 [1165.0, 1165.0] 3.00 · 稳定Stable $0.25 / $0.75 128K
75 74 - 76
grok-4-fast-reasoning
xAI · Proprietary
1149±0.0
935 票votes 1149.000 [1149.0, 1149.0] 2.00 · 稳定Stable $0.20 / $0.50 2M
76 74 - 76
grok-code-fast-1
xAI · Proprietary
1139±0.0
983 票votes 1139.000 [1139.0, 1139.0] 2.00 · 稳定Stable $0.20 / $1.50 256K
77 77 - 77
devstral-medium-2507
Mistral · Proprietary
1092±0.0
993 票votes 1092.000 [1092.0, 1092.0] 0.00 · 稳定Stable $0.40 / $2 128K
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