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 - 4
claude-opus-4-7
Anthropic · Proprietary
1617±0.0
441 票votes 1617.000 [1617.0, 1617.0] 3.00 · 稳定Stable $5 / $25 1M
🥈 1 - 5
claude-opus-4-7-thinking
Anthropic · Proprietary
1608±0.0
431 票votes 1608.000 [1608.0, 1608.0] 4.00 · 稳定Stable $5 / $25 1M
🥉 1 - 8
glm-5.1
智谱 ZAI · MIT
1589±0.0
387 票votes 1589.000 [1589.0, 1589.0] 7.00 · 波动Unstable $1.40 / $4.40 202.8K
4 1 - 9
claude-opus-4-6-thinking
Anthropic · Proprietary
1573±0.0
807 票votes 1573.000 [1573.0, 1573.0] 8.00 · 波动Unstable $5 / $25 1M
5 2 - 10
claude-opus-4-6
Anthropic · Proprietary
1558±0.0
928 票votes 1558.000 [1558.0, 1558.0] 8.00 · 波动Unstable $5 / $25 1M
6 3 - 15
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1539±0.0
400 票votes 1539.000 [1539.0, 1539.0] 12.00 · 不稳Volatile N/A N/A
7 3 - 17
kimi-k2.6
月之暗面 · Modified MIT
1525±0.0
328 票votes 1525.000 [1525.0, 1525.0] 14.00 · 不稳Volatile $0.95 / $4 262.1K
8 6 - 15
claude-sonnet-4-6
Anthropic · Proprietary
1516±0.0
1.1K 票votes 1516.000 [1516.0, 1516.0] 9.00 · 波动Unstable $3 / $15 1M
9 3 - 23
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1510±0.0
166 票votes 1510.000 [1510.0, 1510.0] 20.00 · 不稳Volatile $2.50 / $15 1.1M
10 4 - 22
qwen3.6-max-preview
阿里巴巴 · Proprietary
1506±0.0
162 票votes 1506.000 [1506.0, 1506.0] 18.00 · 不稳Volatile $1.04 / $6.24 262.1K
11 5 - 24
muse-spark
Meta · Proprietary
1498±0.0
173 票votes 1498.000 [1498.0, 1498.0] 19.00 · 不稳Volatile N/A N/A
12 6 - 18
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1495±0.0
2.1K 票votes 1495.000 [1495.0, 1495.0] 12.00 · 不稳Volatile $5 / $25 200K
13 6 - 24
mimo-v2.5-pro
小米 · MIT
1479±0.0
445 票votes 1479.000 [1479.0, 1479.0] 18.00 · 不稳Volatile $1 / $3 1M
14 6 - 24
qwen3.6-plus
阿里巴巴 · Proprietary
1479±0.0
488 票votes 1479.000 [1479.0, 1479.0] 18.00 · 不稳Volatile $0.33 / $1.95 1M
15 8 - 24
gemini-3.1-pro-preview
Google · Proprietary
1472±0.0
981 票votes 1472.000 [1472.0, 1472.0] 16.00 · 不稳Volatile $2 / $12 1M
16 6 - 34
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1472±0.0
140 票votes 1472.000 [1472.0, 1472.0] 28.00 · 不稳Volatile $2.50 / $15 1.1M
17 9 - 24
claude-opus-4-5-20251101
Anthropic · Proprietary
1466±0.0
2.4K 票votes 1466.000 [1466.0, 1466.0] 15.00 · 不稳Volatile $5 / $25 200K
18 8 - 33
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1460±0.0
343 票votes 1460.000 [1460.0, 1460.0] 25.00 · 不稳Volatile N/A N/A
19 10 - 32
mimo-v2-pro
小米 · Proprietary
1453±0.0
677 票votes 1453.000 [1453.0, 1453.0] 22.00 · 不稳Volatile $1 / $3 1M
20 11 - 31
gemini-3-pro
Google · Proprietary
1446±0.0
3.2K 票votes 1446.000 [1446.0, 1446.0] 20.00 · 不稳Volatile $2 / $12 1M
21 10 - 34
glm-5
智谱 ZAI · MIT
1441±0.0
912 票votes 1441.000 [1441.0, 1441.0] 24.00 · 不稳Volatile $1 / $3.20 202.8K
22 10 - 41
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1430±0.0
359 票votes 1430.000 [1430.0, 1430.0] 31.00 · 不稳Volatile $1.75 / $14 400K
23 12 - 38
gpt-5.4-mini-high
OpenAI · Proprietary
1428±0.0
491 票votes 1428.000 [1428.0, 1428.0] 26.00 · 不稳Volatile $0.75 / $4.50 400K
24 17 - 35
kimi-k2.5-thinking
月之暗面 · Modified MIT
1427±0.0
1.2K 票votes 1427.000 [1427.0, 1427.0] 18.00 · 不稳Volatile $0.60 / $3 N/A
25 17 - 36
minimax-m2.5
MiniMax · Modified MIT
1425±0.0
1.2K 票votes 1425.000 [1425.0, 1425.0] 19.00 · 不稳Volatile $0.15 / $1.15 196.6K
26 10 - 43
deepseek-v4-pro-thinking
DeepSeek · MIT
1422±0.0
176 票votes 1422.000 [1422.0, 1422.0] 33.00 · 不稳Volatile $0.43 / $0.87 1M
27 17 - 38
minimax-m2.7
MiniMax · Modified MIT
1422±0.0
684 票votes 1422.000 [1422.0, 1422.0] 21.00 · 不稳Volatile $0.30 / $1.20 196.6K
28 18 - 38
gemini-3-flash
Google · Proprietary
1417±0.0
2.1K 票votes 1417.000 [1417.0, 1417.0] 20.00 · 不稳Volatile $0.50 / $3 1M
29 19 - 43
glm-4.7
智谱 ZAI · MIT
1408±0.0
867 票votes 1408.000 [1408.0, 1408.0] 24.00 · 不稳Volatile $0.40 / $1.75 202.8K
30 17 - 43
gemma-4-31b
Google · Apache 2.0
1407±0.0
316 票votes 1407.000 [1407.0, 1407.0] 26.00 · 不稳Volatile $0.14 / $0.40 262.1K
31 17 - 43
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1407±0.0
409 票votes 1407.000 [1407.0, 1407.0] 26.00 · 不稳Volatile $1.75 / $14 400K
32 17 - 43
grok-4.3
xAI · Proprietary
1406±0.0
225 票votes 1406.000 [1406.0, 1406.0] 26.00 · 不稳Volatile $1.25 / $2.50 1M
33 17 - 43
mimo-v2.5
小米 · MIT
1404±0.0
288 票votes 1404.000 [1404.0, 1404.0] 26.00 · 不稳Volatile $0.40 / $2 1M
34 24 - 43
gemini-3-flash (thinking-minimal)
Google · Proprietary
1392±0.0
2.1K 票votes 1392.000 [1392.0, 1392.0] 19.00 · 不稳Volatile $0.50 / $3 1M
35 24 - 43
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1390±0.0
2.7K 票votes 1390.000 [1390.0, 1390.0] 19.00 · 不稳Volatile $3 / $15 200K
36 23 - 43
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1388±0.0
945 票votes 1388.000 [1388.0, 1388.0] 20.00 · 不稳Volatile $0.39 / $2.34 262.1K
37 27 - 43
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1386±0.0
3.1K 票votes 1386.000 [1386.0, 1386.0] 16.00 · 不稳Volatile $3 / $15 200K
38 22 - 45
kimi-k2.5-instant
月之暗面 · Modified MIT
1385±0.0
521 票votes 1385.000 [1385.0, 1385.0] 23.00 · 不稳Volatile $0.44 / $2 262.1K
39 27 - 43
minimax-m2.1-preview
MiniMax · MIT
1382±0.0
1.6K 票votes 1382.000 [1382.0, 1382.0] 16.00 · 不稳Volatile $0.29 / $0.95 196.6K
40 20 - 53
hunyuan-hy3-preview
腾讯 · tencent-hunyuan-community
1374±0.0
160 票votes 1374.000 [1374.0, 1374.0] 33.00 · 不稳Volatile N/A N/A
41 28 - 45
claude-opus-4-1-20250805
Anthropic · Proprietary
1374±0.0
1.7K 票votes 1374.000 [1374.0, 1374.0] 17.00 · 不稳Volatile $15 / $75 200K
42 27 - 49
grok-4.20-beta-0309-reasoning
xAI · Proprietary
1373±0.0
715 票votes 1373.000 [1373.0, 1373.0] 22.00 · 不稳Volatile $2 / $6 2M
43 28 - 55
gpt-5.2
OpenAI · Proprietary
1353±0.0
304 票votes 1353.000 [1353.0, 1353.0] 27.00 · 不稳Volatile $1.75 / $14 400K
44 39 - 52
deepseek-v3.2-thinking
DeepSeek · MIT
1343±0.0
1.2K 票votes 1343.000 [1343.0, 1343.0] 13.00 · 不稳Volatile $0.25 / $0.38 131.1K
45 41 - 53
glm-4.6
智谱 ZAI · MIT
1339±0.0
1.8K 票votes 1339.000 [1339.0, 1339.0] 12.00 · 不稳Volatile $0.39 / $1.90 204.8K
46 41 - 57
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1335±0.0
836 票votes 1335.000 [1335.0, 1335.0] 16.00 · 不稳Volatile $0.26 / $2.08 262.1K
47 41 - 55
gpt-5.1-medium
OpenAI · Proprietary
1334±0.0
1.2K 票votes 1334.000 [1334.0, 1334.0] 14.00 · 不稳Volatile $1.25 / $10 400K
48 41 - 57
qwen3.5-27b
阿里巴巴 · Apache 2.0
1332±0.0
820 票votes 1332.000 [1332.0, 1332.0] 16.00 · 不稳Volatile $0.20 / $1.56 262.1K
49 42 - 57
gpt-5.2-codex
OpenAI · Proprietary
1328±0.0
1.1K 票votes 1328.000 [1328.0, 1328.0] 15.00 · 不稳Volatile $1.75 / $14 400K
50 42 - 57
mimo-v2-flash (non-thinking)
小米 · MIT
1326±0.0
1.1K 票votes 1326.000 [1326.0, 1326.0] 15.00 · 不稳Volatile $0.10 / $0.30 262.1K
51 43 - 59
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1311±0.0
2.6K 票votes 1311.000 [1311.0, 1311.0] 16.00 · 不稳Volatile $1.15 / $8 262.1K
52 42 - 60
gpt-5-medium
OpenAI · Proprietary
1310±0.0
778 票votes 1310.000 [1310.0, 1310.0] 18.00 · 不稳Volatile $1.25 / $10 400K
53 45 - 60
gpt-5.1
OpenAI · Proprietary
1306±0.0
2.2K 票votes 1306.000 [1306.0, 1306.0] 15.00 · 不稳Volatile $1.25 / $10 400K
54 39 - 65
gemma-4-26b-a4b
Google · Apache 2.0
1305±0.0
149 票votes 1305.000 [1305.0, 1305.0] 26.00 · 不稳Volatile N/A N/A
55 47 - 60
deepseek-v3.2
DeepSeek · MIT
1298±0.0
1.6K 票votes 1298.000 [1298.0, 1298.0] 13.00 · 不稳Volatile $0.25 / $0.38 131.1K
56 47 - 62
gpt-5.1-codex
OpenAI · Proprietary
1296±0.0
1.2K 票votes 1296.000 [1296.0, 1296.0] 15.00 · 不稳Volatile $1.25 / $10 400K
57 51 - 62
claude-haiku-4-5-20251001
Anthropic · Proprietary
1288±0.0
3.1K 票votes 1288.000 [1288.0, 1288.0] 11.00 · 波动Unstable $1 / $5 200K
58 45 - 65
mimo-v2-flash (thinking)
小米 · MIT
1283±0.0
296 票votes 1283.000 [1283.0, 1283.0] 20.00 · 不稳Volatile $0.10 / $0.30 262.1K
59 51 - 64
deepseek-v3.2-exp
DeepSeek · MIT
1283±0.0
1.1K 票votes 1283.000 [1283.0, 1283.0] 13.00 · 不稳Volatile $0.27 / $0.41 163.8K
60 55 - 65
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1266±0.0
2.6K 票votes 1266.000 [1266.0, 1266.0] 10.00 · 波动Unstable $0.40 / $1.60 262.1K
61 55 - 65
minimax-m2
MiniMax · Apache 2.0
1263±0.0
1.7K 票votes 1263.000 [1263.0, 1263.0] 10.00 · 波动Unstable $0.26 / $1 196.6K
62 57 - 67
gemini-3.1-flash-lite-preview
Google · Proprietary
1247±0.0
911 票votes 1247.000 [1247.0, 1247.0] 10.00 · 波动Unstable $0.25 / $1.50 1M
63 52 - 70
trinity-large-thinking
Arcee AI · Apache 2.0
1244±0.0
179 票votes 1244.000 [1244.0, 1244.0] 18.00 · 不稳Volatile $0.22 / $0.85 262.1K
64 57 - 70
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1227±0.0
232 票votes 1227.000 [1227.0, 1227.0] 13.00 · 不稳Volatile $0.14 / $1 262.1K
65 58 - 71
mistral-large-3
Mistral · Apache 2.0
1219±0.0
207 票votes 1219.000 [1219.0, 1219.0] 13.00 · 不稳Volatile $0.50 / $1.50 N/A
66 62 - 71
KAT-Coder-Pro-V1
快手 · Proprietary
1213±0.0
408 票votes 1213.000 [1213.0, 1213.0] 9.00 · 波动Unstable $0.21 / $0.83 256K
67 63 - 71
grok-4-1-fast-reasoning
xAI · Proprietary
1203±0.0
1.1K 票votes 1203.000 [1203.0, 1203.0] 8.00 · 波动Unstable $0.20 / $0.50 2M
68 63 - 73
gpt-5.1-codex-mini
OpenAI · Proprietary
1187±0.0
321 票votes 1187.000 [1187.0, 1187.0] 10.00 · 波动Unstable $0.25 / $2 400K
69 63 - 73
gemini-2.5-pro
Google · Proprietary
1181±0.0
721 票votes 1181.000 [1181.0, 1181.0] 10.00 · 波动Unstable $1.25 / $10 1M
70 62 - 75
qwen3.5-flash
阿里巴巴 · Proprietary
1172±0.0
150 票votes 1172.000 [1172.0, 1172.0] 13.00 · 不稳Volatile N/A N/A
71 65 - 75
devstral-2
Mistral · Modified MIT
1137±0.0
205 票votes 1137.000 [1137.0, 1137.0] 10.00 · 波动Unstable N/A N/A
72 68 - 75
grok-code-fast-1
xAI · Proprietary
1126±0.0
209 票votes 1126.000 [1126.0, 1126.0] 7.00 · 波动Unstable $0.20 / $1.50 256K
73 68 - 75
grok-4-fast-reasoning
xAI · Proprietary
1115±0.0
181 票votes 1115.000 [1115.0, 1115.0] 7.00 · 波动Unstable $0.20 / $0.50 2M
74 70 - 75
grok-4.1-thinking
xAI · Proprietary
1093±0.0
236 票votes 1093.000 [1093.0, 1093.0] 5.00 · 波动Unstable N/A N/A
75 70 - 75
devstral-medium-2507
Mistral · Proprietary
1084±0.0
239 票votes 1084.000 [1084.0, 1084.0] 5.00 · 波动Unstable $0.40 / $2 128K
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