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
1567±0.0
4.2K 票votes 1567.000 [1567.0, 1567.0] 1.00 · 稳定Stable $5 / $25 1M
🥈 1 - 3
claude-opus-4-7
Anthropic · Proprietary
1559±0.0
4.0K 票votes 1559.000 [1559.0, 1559.0] 2.00 · 稳定Stable $5 / $25 1M
🥉 2 - 5
claude-opus-4-6-thinking
Anthropic · Proprietary
1546±0.0
7.0K 票votes 1546.000 [1546.0, 1546.0] 3.00 · 稳定Stable $5 / $25 1M
4 3 - 5
claude-opus-4-6
Anthropic · Proprietary
1541±0.0
8.0K 票votes 1541.000 [1541.0, 1541.0] 2.00 · 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
10.2K 票votes 1524.000 [1524.0, 1524.0] 3.00 · 稳定Stable $3 / $15 1M
7 5 - 9
kimi-k2.6
月之暗面 · Modified MIT
1519±0.0
3.2K 票votes 1519.000 [1519.0, 1519.0] 4.00 · 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 7 - 12
gpt-5.5-xhigh (codex-harness)
OpenAI · Proprietary
1501±0.0
3.2K 票votes 1501.000 [1501.0, 1501.0] 5.00 · 波动Unstable N/A N/A
10 8 - 13
qwen3.6-max-preview
阿里巴巴 · Proprietary
1491±0.0
1.9K 票votes 1491.000 [1491.0, 1491.0] 5.00 · 波动Unstable $1.04 / $6.24 262.1K
11 8 - 12
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1490±0.0
13.1K 票votes 1490.000 [1490.0, 1490.0] 4.00 · 稳定Stable $5 / $25 200K
12 9 - 15
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1481±0.0
3.4K 票votes 1481.000 [1481.0, 1481.0] 6.00 · 波动Unstable N/A N/A
13 11 - 17
mimo-v2.5-pro
小米 · MIT
1472±0.0
3.9K 票votes 1472.000 [1472.0, 1472.0] 6.00 · 波动Unstable $1 / $3 1M
14 12 - 17
claude-opus-4-5-20251101
Anthropic · Proprietary
1467±0.0
15.3K 票votes 1467.000 [1467.0, 1467.0] 5.00 · 波动Unstable $5 / $25 200K
15 13 - 19
qwen3.6-plus
阿里巴巴 · Proprietary
1460±0.0
5.1K 票votes 1460.000 [1460.0, 1460.0] 6.00 · 波动Unstable $0.33 / $1.95 1M
16 13 - 22
deepseek-v4-pro-thinking
DeepSeek · MIT
1458±0.0
3.1K 票votes 1458.000 [1458.0, 1458.0] 9.00 · 波动Unstable $0.43 / $0.87 1M
17 12 - 26
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1457±0.0
1.5K 票votes 1457.000 [1457.0, 1457.0] 14.00 · 不稳Volatile $2.50 / $15 1.1M
18 15 - 25
gemini-3.1-pro-preview
Google · Proprietary
1450±0.0
9.3K 票votes 1450.000 [1450.0, 1450.0] 10.00 · 波动Unstable $2 / $12 1M
19 16 - 28
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 16 - 28
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1440±0.0
3.2K 票votes 1440.000 [1440.0, 1440.0] 12.00 · 不稳Volatile N/A N/A
21 16 - 28
mimo-v2.5
小米 · MIT
1439±0.0
2.8K 票votes 1439.000 [1439.0, 1439.0] 12.00 · 不稳Volatile $0.40 / $2 1M
22 17 - 27
gemini-3-pro
Google · Proprietary
1438±0.0
17.2K 票votes 1438.000 [1438.0, 1438.0] 10.00 · 波动Unstable $2 / $12 1M
23 15 - 29
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
24 17 - 28
gemini-3-flash
Google · Proprietary
1437±0.0
13.3K 票votes 1437.000 [1437.0, 1437.0] 11.00 · 波动Unstable $0.50 / $3 1M
25 17 - 28
glm-5
智谱 ZAI · MIT
1435±0.0
6.6K 票votes 1435.000 [1435.0, 1435.0] 11.00 · 波动Unstable $1 / $3.20 202.8K
26 18 - 28
mimo-v2-pro
小米 · Proprietary
1433±0.0
6.1K 票votes 1433.000 [1433.0, 1433.0] 10.00 · 波动Unstable $1 / $3 1M
27 19 - 28
kimi-k2.5-thinking
月之暗面 · Modified MIT
1429±0.0
9.9K 票votes 1429.000 [1429.0, 1429.0] 9.00 · 波动Unstable $0.60 / $3 N/A
28 28 - 38
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
29 28 - 38
minimax-m2.7
MiniMax · Modified MIT
1407±0.0
5.5K 票votes 1407.000 [1407.0, 1407.0] 10.00 · 波动Unstable $0.28 / $1.20 204.8K
30 28 - 42
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1406±0.0
3.0K 票votes 1406.000 [1406.0, 1406.0] 14.00 · 不稳Volatile $1.75 / $14 400K
31 27 - 45
gpt-5.2
OpenAI · Proprietary
1404±0.0
1.5K 票votes 1404.000 [1404.0, 1404.0] 18.00 · 不稳Volatile $1.75 / $14 400K
32 28 - 45
gpt-5.4-mini-high
OpenAI · Proprietary
1399±0.0
4.6K 票votes 1399.000 [1399.0, 1399.0] 17.00 · 不稳Volatile $0.75 / $4.50 400K
33 28 - 45
grok-4.20-beta-0309-reasoning
xAI · Proprietary
1397±0.0
6.3K 票votes 1397.000 [1397.0, 1397.0] 17.00 · 不稳Volatile $2 / $6 2M
34 28 - 47
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
35 28 - 45
minimax-m2.1-preview
MiniMax · MIT
1392±0.0
9.3K 票votes 1392.000 [1392.0, 1392.0] 17.00 · 不稳Volatile $0.29 / $0.95 204.8K
36 28 - 47
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
37 30 - 46
gemini-3-flash (thinking-minimal)
Google · Proprietary
1389±0.0
15.5K 票votes 1389.000 [1389.0, 1389.0] 16.00 · 不稳Volatile $0.50 / $3 1M
38 30 - 47
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1389±0.0
8.8K 票votes 1389.000 [1389.0, 1389.0] 17.00 · 不稳Volatile $0.39 / $2.34 262.1K
39 28 - 49
grok-4.3
xAI · Proprietary
1389±0.0
2.5K 票votes 1389.000 [1389.0, 1389.0] 21.00 · 不稳Volatile $1.25 / $2.50 1M
40 20 - 53
gpt-5.4
OpenAI · Proprietary
1388±0.0
200 票votes 1388.000 [1388.0, 1388.0] 33.00 · 不稳Volatile $2.50 / $15 1.1M
41 30 - 47
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
42 31 - 47
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
43 30 - 48
claude-opus-4-1-20250805
Anthropic · Proprietary
1385±0.0
8.6K 票votes 1385.000 [1385.0, 1385.0] 18.00 · 不稳Volatile $15 / $75 200K
44 31 - 49
minimax-m2.5
MiniMax · Modified MIT
1382±0.0
7.9K 票votes 1382.000 [1382.0, 1382.0] 18.00 · 不稳Volatile $0.15 / $1.15 204.8K
45 31 - 50
gemma-4-31b
Google · Apache 2.0
1380±0.0
2.8K 票votes 1380.000 [1380.0, 1380.0] 19.00 · 不稳Volatile $0.14 / $0.40 262.1K
46 35 - 52
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1372±0.0
3.6K 票votes 1372.000 [1372.0, 1372.0] 17.00 · 不稳Volatile $1.75 / $14 400K
47 42 - 52
deepseek-v3.2-thinking
DeepSeek · MIT
1368±0.0
7.9K 票votes 1368.000 [1368.0, 1368.0] 10.00 · 波动Unstable $0.25 / $0.38 131.1K
48 36 - 52
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
49 44 - 52
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1364±0.0
7.5K 票votes 1364.000 [1364.0, 1364.0] 8.00 · 波动Unstable $0.26 / $2.08 262.1K
50 41 - 54
gemma-4-26b-a4b
Google · Apache 2.0
1361±0.0
1.5K 票votes 1361.000 [1361.0, 1361.0] 13.00 · 不稳Volatile N/A N/A
51 45 - 53
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 $0.43 / $1.74 202.8K
52 45 - 53
qwen3.5-27b
阿里巴巴 · Apache 2.0
1355±0.0
7.0K 票votes 1355.000 [1355.0, 1355.0] 8.00 · 波动Unstable $0.20 / $1.56 262.1K
53 49 - 58
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
54 52 - 58
mimo-v2-flash (non-thinking)
小米 · MIT
1337±0.0
6.7K 票votes 1337.000 [1337.0, 1337.0] 6.00 · 波动Unstable $0.10 / $0.30 262.1K
55 53 - 58
gpt-5.2-codex
OpenAI · Proprietary
1334±0.0
7.8K 票votes 1334.000 [1334.0, 1334.0] 5.00 · 波动Unstable $1.75 / $14 400K
56 53 - 59
deepseek-v3.2
DeepSeek · MIT
1332±0.0
10.5K 票votes 1332.000 [1332.0, 1332.0] 6.00 · 波动Unstable $0.25 / $0.38 131.1K
57 53 - 59
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1330±0.0
15.4K 票votes 1330.000 [1330.0, 1330.0] 6.00 · 波动Unstable $1.15 / $8 262.1K
58 53 - 59
gpt-5.1-codex
OpenAI · Proprietary
1329±0.0
6.2K 票votes 1329.000 [1329.0, 1329.0] 6.00 · 波动Unstable $1.25 / $10 400K
59 56 - 59
claude-haiku-4-5-20251001
Anthropic · Proprietary
1320±0.0
19.8K 票votes 1320.000 [1320.0, 1320.0] 3.00 · 稳定Stable $1 / $5 200K
60 60 - 62
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 / $1 204.8K
61 60 - 63
mimo-v2-flash (thinking)
小米 · MIT
1300±0.0
2.1K 票votes 1300.000 [1300.0, 1300.0] 3.00 · 稳定Stable $0.10 / $0.30 262.1K
62 60 - 63
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
63 61 - 63
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1281±0.0
15.2K 票votes 1281.000 [1281.0, 1281.0] 2.00 · 稳定Stable $0.40 / $1.60 262.1K
64 64 - 70
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
65 64 - 71
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
66 64 - 72
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
67 64 - 71
gemini-3.1-flash-lite-preview
Google · Proprietary
1244±0.0
8.4K 票votes 1244.000 [1244.0, 1244.0] 7.00 · 波动Unstable $0.25 / $1.50 1M
68 64 - 72
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
69 64 - 72
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
70 64 - 72
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
71 65 - 75
mistral-large-3
Mistral · Apache 2.0
1223±0.0
1.0K 票votes 1223.000 [1223.0, 1223.0] 10.00 · 波动Unstable $0.50 / $1.50 N/A
72 67 - 75
grok-4.1-thinking
xAI · Proprietary
1208±0.0
1.2K 票votes 1208.000 [1208.0, 1208.0] 8.00 · 波动Unstable N/A N/A
73 71 - 75
gemini-2.5-pro
Google · Proprietary
1203±0.0
3.3K 票votes 1203.000 [1203.0, 1203.0] 4.00 · 稳定Stable $1.25 / $10 1M
74 70 - 76
granite-4.1-8b
IBM · Apache 2.0
1199±0.0
1.3K 票votes 1199.000 [1199.0, 1199.0] 6.00 · 波动Unstable $0.05 / $0.10 131.1K
75 71 - 76
devstral-2
Mistral · Modified MIT
1199±0.0
1.6K 票votes 1199.000 [1199.0, 1199.0] 5.00 · 波动Unstable N/A N/A
76 74 - 78
mercury-2
Inception AI · Proprietary
1165±0.0
947 票votes 1165.000 [1165.0, 1165.0] 4.00 · 稳定Stable $0.25 / $0.75 128K
77 76 - 78
grok-4-fast-reasoning
xAI · Proprietary
1149±0.0
933 票votes 1149.000 [1149.0, 1149.0] 2.00 · 稳定Stable $0.20 / $0.50 2M
78 76 - 78
grok-code-fast-1
xAI · Proprietary
1139±0.0
982 票votes 1139.000 [1139.0, 1139.0] 2.00 · 稳定Stable $0.20 / $1.50 N/A
79 79 - 79
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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