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 - 5
claude-opus-4-7-thinking
Anthropic · Proprietary
1611±0.0
743 票votes 1611.000 [1611.0, 1611.0] 4.00 · 稳定Stable $5 / $25 1M
🥈 1 - 5
claude-opus-4-7
Anthropic · Proprietary
1597±0.0
792 票votes 1597.000 [1597.0, 1597.0] 4.00 · 稳定Stable $5 / $25 1M
🥉 1 - 6
claude-opus-4-6-thinking
Anthropic · Proprietary
1590±0.0
1.3K 票votes 1590.000 [1590.0, 1590.0] 5.00 · 波动Unstable $5 / $25 1M
4 1 - 6
claude-opus-4-6
Anthropic · Proprietary
1580±0.0
1.7K 票votes 1580.000 [1580.0, 1580.0] 5.00 · 波动Unstable $5 / $25 1M
5 1 - 9
glm-5.1
智谱 ZAI · MIT
1569±0.0
633 票votes 1569.000 [1569.0, 1569.0] 8.00 · 波动Unstable $1.40 / $4.40 202.8K
6 3 - 11
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1547±0.0
705 票votes 1547.000 [1547.0, 1547.0] 8.00 · 波动Unstable N/A N/A
7 5 - 11
claude-sonnet-4-6
Anthropic · Proprietary
1544±0.0
2.0K 票votes 1544.000 [1544.0, 1544.0] 6.00 · 波动Unstable $3 / $15 1M
8 6 - 14
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1524±0.0
3.1K 票votes 1524.000 [1524.0, 1524.0] 8.00 · 波动Unstable $5 / $25 200K
9 5 - 19
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1517±0.0
348 票votes 1517.000 [1517.0, 1517.0] 14.00 · 不稳Volatile $2.50 / $15 1.1M
10 5 - 19
muse-spark
Meta · Proprietary
1510±0.0
305 票votes 1510.000 [1510.0, 1510.0] 14.00 · 不稳Volatile N/A N/A
11 6 - 19
kimi-k2.6
月之暗面 · Modified MIT
1504±0.0
512 票votes 1504.000 [1504.0, 1504.0] 13.00 · 不稳Volatile $0.95 / $4 262.1K
12 8 - 19
mimo-v2.5-pro
小米 · MIT
1498±0.0
730 票votes 1498.000 [1498.0, 1498.0] 11.00 · 波动Unstable $1 / $3 1M
13 8 - 25
qwen3.6-max-preview
阿里巴巴 · Proprietary
1483±0.0
303 票votes 1483.000 [1483.0, 1483.0] 17.00 · 不稳Volatile $1.04 / $6.24 262.1K
14 9 - 20
gemini-3.1-pro-preview
Google · Proprietary
1483±0.0
1.8K 票votes 1483.000 [1483.0, 1483.0] 11.00 · 波动Unstable $2 / $12 1M
15 8 - 27
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1482±0.0
285 票votes 1482.000 [1482.0, 1482.0] 19.00 · 不稳Volatile $2.50 / $15 1.1M
16 9 - 20
claude-opus-4-5-20251101
Anthropic · Proprietary
1481±0.0
3.6K 票votes 1481.000 [1481.0, 1481.0] 11.00 · 波动Unstable $5 / $25 200K
17 9 - 25
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1478±0.0
604 票votes 1478.000 [1478.0, 1478.0] 16.00 · 不稳Volatile N/A N/A
18 9 - 25
qwen3.6-plus
阿里巴巴 · Proprietary
1473±0.0
885 票votes 1473.000 [1473.0, 1473.0] 16.00 · 不稳Volatile $0.33 / $1.95 1M
19 15 - 30
gemini-3-flash
Google · Proprietary
1452±0.0
3.2K 票votes 1452.000 [1452.0, 1452.0] 15.00 · 不稳Volatile $0.50 / $3 1M
20 15 - 30
gemini-3-pro
Google · Proprietary
1452±0.0
4.3K 票votes 1452.000 [1452.0, 1452.0] 15.00 · 不稳Volatile $2 / $12 1M
21 13 - 33
mimo-v2.5
小米 · MIT
1447±0.0
503 票votes 1447.000 [1447.0, 1447.0] 20.00 · 不稳Volatile $0.40 / $2 1M
22 9 - 37
gpt-5.2
OpenAI · Proprietary
1445±0.0
342 票votes 1445.000 [1445.0, 1445.0] 28.00 · 不稳Volatile $1.75 / $14 400K
23 15 - 35
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1440±0.0
665 票votes 1440.000 [1440.0, 1440.0] 20.00 · 不稳Volatile $1.75 / $14 400K
24 15 - 32
glm-5
智谱 ZAI · MIT
1437±0.0
1.4K 票votes 1437.000 [1437.0, 1437.0] 17.00 · 不稳Volatile $1 / $3.20 202.8K
25 18 - 37
glm-4.7
智谱 ZAI · MIT
1430±0.0
1.2K 票votes 1430.000 [1430.0, 1430.0] 19.00 · 不稳Volatile $0.40 / $1.75 202.8K
26 15 - 44
deepseek-v4-pro-thinking
DeepSeek · MIT
1428±0.0
261 票votes 1428.000 [1428.0, 1428.0] 29.00 · 不稳Volatile $0.43 / $0.87 1M
27 19 - 36
kimi-k2.5-thinking
月之暗面 · Modified MIT
1427±0.0
2.1K 票votes 1427.000 [1427.0, 1427.0] 17.00 · 不稳Volatile $0.60 / $3 N/A
28 18 - 40
gpt-5.4-mini-high
OpenAI · Proprietary
1427±0.0
818 票votes 1427.000 [1427.0, 1427.0] 22.00 · 不稳Volatile $0.75 / $4.50 400K
29 19 - 38
mimo-v2-pro
小米 · Proprietary
1425±0.0
1.1K 票votes 1425.000 [1425.0, 1425.0] 19.00 · 不稳Volatile $1 / $3 1M
30 19 - 41
gpt-5-medium
OpenAI · Proprietary
1423±0.0
1.1K 票votes 1423.000 [1423.0, 1423.0] 22.00 · 不稳Volatile $1.25 / $10 400K
31 21 - 43
claude-opus-4-1-20250805
Anthropic · Proprietary
1410±0.0
2.3K 票votes 1410.000 [1410.0, 1410.0] 22.00 · 不稳Volatile $15 / $75 200K
32 21 - 45
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1407±0.0
709 票votes 1407.000 [1407.0, 1407.0] 24.00 · 不稳Volatile $1.75 / $14 400K
33 23 - 45
gpt-5.1-medium
OpenAI · Proprietary
1401±0.0
1.7K 票votes 1401.000 [1401.0, 1401.0] 22.00 · 不稳Volatile $1.25 / $10 400K
34 22 - 45
kimi-k2.5-instant
月之暗面 · Modified MIT
1400±0.0
826 票votes 1400.000 [1400.0, 1400.0] 23.00 · 不稳Volatile $0.44 / $2 262.1K
35 23 - 45
minimax-m2.7
MiniMax · Modified MIT
1398±0.0
1.0K 票votes 1398.000 [1398.0, 1398.0] 22.00 · 不稳Volatile $0.30 / $1.20 196.6K
36 27 - 45
gemini-3-flash (thinking-minimal)
Google · Proprietary
1397±0.0
3.3K 票votes 1397.000 [1397.0, 1397.0] 18.00 · 不稳Volatile $0.50 / $3 1M
37 29 - 45
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1393±0.0
4.0K 票votes 1393.000 [1393.0, 1393.0] 16.00 · 不稳Volatile $3 / $15 200K
38 28 - 45
grok-4.20-beta-0309-reasoning
xAI · Proprietary
1389±0.0
1.2K 票votes 1389.000 [1389.0, 1389.0] 17.00 · 不稳Volatile $2 / $6 2M
39 30 - 45
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1386±0.0
4.5K 票votes 1386.000 [1386.0, 1386.0] 15.00 · 不稳Volatile $3 / $15 200K
40 30 - 45
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1386±0.0
1.9K 票votes 1386.000 [1386.0, 1386.0] 15.00 · 不稳Volatile $0.39 / $2.34 262.1K
41 24 - 51
grok-4.3
xAI · Proprietary
1385±0.0
426 票votes 1385.000 [1385.0, 1385.0] 27.00 · 不稳Volatile $1.25 / $2.50 1M
42 31 - 48
minimax-m2.1-preview
MiniMax · MIT
1380±0.0
2.0K 票votes 1380.000 [1380.0, 1380.0] 17.00 · 不稳Volatile $0.29 / $0.95 196.6K
43 25 - 53
hunyuan-hy3-preview
腾讯 · tencent-hunyuan-community
1377±0.0
289 票votes 1377.000 [1377.0, 1377.0] 28.00 · 不稳Volatile N/A N/A
44 32 - 49
minimax-m2.5
MiniMax · Modified MIT
1375±0.0
1.6K 票votes 1375.000 [1375.0, 1375.0] 17.00 · 不稳Volatile $0.15 / $1.15 196.6K
45 28 - 54
gemma-4-26b-a4b
Google · Apache 2.0
1367±0.0
239 票votes 1367.000 [1367.0, 1367.0] 26.00 · 不稳Volatile N/A N/A
46 41 - 53
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1355±0.0
1.5K 票votes 1355.000 [1355.0, 1355.0] 12.00 · 不稳Volatile $0.26 / $2.08 262.1K
47 41 - 53
gpt-5.1
OpenAI · Proprietary
1354±0.0
3.2K 票votes 1354.000 [1354.0, 1354.0] 12.00 · 不稳Volatile $1.25 / $10 400K
48 42 - 54
gpt-5.1-codex
OpenAI · Proprietary
1346±0.0
1.7K 票votes 1346.000 [1346.0, 1346.0] 12.00 · 不稳Volatile $1.25 / $10 400K
49 43 - 54
glm-4.6
智谱 ZAI · MIT
1346±0.0
2.2K 票votes 1346.000 [1346.0, 1346.0] 11.00 · 波动Unstable $0.39 / $1.90 204.8K
50 43 - 54
deepseek-v3.2-thinking
DeepSeek · MIT
1345±0.0
1.8K 票votes 1345.000 [1345.0, 1345.0] 11.00 · 波动Unstable $0.25 / $0.38 131.1K
51 41 - 57
gemma-4-31b
Google · Apache 2.0
1338±0.0
509 票votes 1338.000 [1338.0, 1338.0] 16.00 · 不稳Volatile $0.14 / $0.40 262.1K
52 44 - 55
qwen3.5-27b
阿里巴巴 · Apache 2.0
1335±0.0
1.3K 票votes 1335.000 [1335.0, 1335.0] 11.00 · 波动Unstable $0.20 / $1.56 262.1K
53 44 - 55
mimo-v2-flash (non-thinking)
小米 · MIT
1334±0.0
1.5K 票votes 1334.000 [1334.0, 1334.0] 11.00 · 波动Unstable $0.10 / $0.30 262.1K
54 47 - 58
gpt-5.2-codex
OpenAI · Proprietary
1321±0.0
1.7K 票votes 1321.000 [1321.0, 1321.0] 11.00 · 波动Unstable $1.75 / $14 400K
55 51 - 59
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1313±0.0
3.7K 票votes 1313.000 [1313.0, 1313.0] 8.00 · 波动Unstable $1.15 / $8 262.1K
56 53 - 61
deepseek-v3.2
DeepSeek · MIT
1300±0.0
2.3K 票votes 1300.000 [1300.0, 1300.0] 8.00 · 波动Unstable $0.25 / $0.38 131.1K
57 55 - 61
claude-haiku-4-5-20251001
Anthropic · Proprietary
1296±0.0
4.6K 票votes 1296.000 [1296.0, 1296.0] 6.00 · 波动Unstable $1 / $5 200K
58 53 - 67
mimo-v2-flash (thinking)
小米 · MIT
1284±0.0
470 票votes 1284.000 [1284.0, 1284.0] 14.00 · 不稳Volatile $0.10 / $0.30 262.1K
59 56 - 64
minimax-m2
MiniMax · Apache 2.0
1280±0.0
2.3K 票votes 1280.000 [1280.0, 1280.0] 8.00 · 波动Unstable $0.26 / $1 196.6K
60 56 - 67
deepseek-v3.2-exp
DeepSeek · MIT
1274±0.0
1.4K 票votes 1274.000 [1274.0, 1274.0] 11.00 · 波动Unstable $0.27 / $0.41 163.8K
61 54 - 71
trinity-large-thinking
Arcee AI · Apache 2.0
1268±0.0
282 票votes 1268.000 [1268.0, 1268.0] 17.00 · 不稳Volatile $0.22 / $0.85 262.1K
62 58 - 68
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1264±0.0
3.7K 票votes 1264.000 [1264.0, 1264.0] 10.00 · 波动Unstable $0.40 / $1.60 262.1K
63 59 - 71
gemini-3.1-flash-lite-preview
Google · Proprietary
1246±0.0
1.6K 票votes 1246.000 [1246.0, 1246.0] 12.00 · 不稳Volatile $0.25 / $1.50 1M
64 58 - 72
gpt-5.1-codex-mini
OpenAI · Proprietary
1244±0.0
408 票votes 1244.000 [1244.0, 1244.0] 14.00 · 不稳Volatile $0.25 / $2 400K
65 61 - 71
grok-4-1-fast-reasoning
xAI · Proprietary
1239±0.0
1.6K 票votes 1239.000 [1239.0, 1239.0] 10.00 · 波动Unstable $0.20 / $0.50 2M
66 59 - 72
KAT-Coder-Pro-V1
快手 · Proprietary
1238±0.0
614 票votes 1238.000 [1238.0, 1238.0] 13.00 · 不稳Volatile $0.21 / $0.83 256K
67 58 - 74
grok-4.1-thinking
xAI · Proprietary
1236±0.0
333 票votes 1236.000 [1236.0, 1236.0] 16.00 · 不稳Volatile N/A N/A
68 59 - 74
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1232±0.0
423 票votes 1232.000 [1232.0, 1232.0] 15.00 · 不稳Volatile $0.14 / $1 262.1K
69 62 - 74
mistral-large-3
Mistral · Apache 2.0
1208±0.0
269 票votes 1208.000 [1208.0, 1208.0] 12.00 · 不稳Volatile $0.50 / $1.50 N/A
70 62 - 74
qwen3.5-flash
阿里巴巴 · Proprietary
1203±0.0
320 票votes 1203.000 [1203.0, 1203.0] 12.00 · 不稳Volatile N/A N/A
71 65 - 74
gemini-2.5-pro
Google · Proprietary
1198±0.0
862 票votes 1198.000 [1198.0, 1198.0] 9.00 · 波动Unstable $1.25 / $10 1M
72 62 - 75
mercury-2
Inception AI · Proprietary
1189±0.0
212 票votes 1189.000 [1189.0, 1189.0] 13.00 · 不稳Volatile $0.25 / $0.75 128K
73 67 - 75
devstral-2
Mistral · Modified MIT
1166±0.0
330 票votes 1166.000 [1166.0, 1166.0] 8.00 · 波动Unstable N/A N/A
74 67 - 76
grok-4-fast-reasoning
xAI · Proprietary
1159±0.0
212 票votes 1159.000 [1159.0, 1159.0] 9.00 · 波动Unstable $0.20 / $0.50 2M
75 72 - 76
grok-code-fast-1
xAI · Proprietary
1119±0.0
259 票votes 1119.000 [1119.0, 1119.0] 4.00 · 稳定Stable $0.20 / $1.50 256K
76 74 - 76
devstral-medium-2507
Mistral · Proprietary
1080±0.0
286 票votes 1080.000 [1080.0, 1080.0] 2.00 · 稳定Stable $0.40 / $2 128K
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