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-thinking
Anthropic · Proprietary
1574±0.0
1.9K 票votes 1574.000 [1574.0, 1574.0] 3.00 · 稳定Stable $5 / $25 1M
🥈 1 - 7
claude-opus-4-7
Anthropic · Proprietary
1560±0.0
1.8K 票votes 1560.000 [1560.0, 1560.0] 6.00 · 波动Unstable $5 / $25 1M
🥉 1 - 10
qwen3.7-max-20260517
阿里巴巴 · Proprietary
1548±0.0
759 票votes 1548.000 [1548.0, 1548.0] 9.00 · 波动Unstable $1.25 / $3.75 1M
4 1 - 12
minimax-m3
MiniMax · Proprietary
1543±0.0
455 票votes 1543.000 [1543.0, 1543.0] 11.00 · 波动Unstable $0.60 / $2.40 N/A
5 2 - 10
claude-opus-4-6-thinking
Anthropic · Proprietary
1540±0.0
2.6K 票votes 1540.000 [1540.0, 1540.0] 8.00 · 波动Unstable $5 / $25 1M
6 2 - 10
kimi-k2.6
月之暗面 · Modified MIT
1539±0.0
1.5K 票votes 1539.000 [1539.0, 1539.0] 8.00 · 波动Unstable $0.95 / $4 262.1K
7 2 - 14
muse-spark
Meta · Proprietary
1529±0.0
599 票votes 1529.000 [1529.0, 1529.0] 12.00 · 不稳Volatile N/A N/A
8 3 - 12
claude-opus-4-6
Anthropic · Proprietary
1527±0.0
2.8K 票votes 1527.000 [1527.0, 1527.0] 9.00 · 波动Unstable $5 / $25 1M
9 3 - 14
glm-5.1
智谱 ZAI · MIT
1519±0.0
1.2K 票votes 1519.000 [1519.0, 1519.0] 11.00 · 波动Unstable $1.40 / $4.40 202.8K
10 3 - 13
claude-sonnet-4-6
Anthropic · Proprietary
1518±0.0
3.5K 票votes 1518.000 [1518.0, 1518.0] 10.00 · 波动Unstable $3 / $15 1M
11 6 - 17
gpt-5.5-xhigh (codex-harness)
OpenAI · Proprietary
1499±0.0
1.6K 票votes 1499.000 [1499.0, 1499.0] 11.00 · 波动Unstable N/A N/A
12 6 - 22
gemini-3.5-flash
Google · Proprietary
1496±0.0
716 票votes 1496.000 [1496.0, 1496.0] 16.00 · 不稳Volatile $1.50 / $9 1M
13 9 - 22
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1488±0.0
1.6K 票votes 1488.000 [1488.0, 1488.0] 13.00 · 不稳Volatile N/A N/A
14 11 - 20
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1488±0.0
3.2K 票votes 1488.000 [1488.0, 1488.0] 9.00 · 波动Unstable $5 / $25 200K
15 8 - 25
qwen3.6-max-preview
阿里巴巴 · Proprietary
1485±0.0
826 票votes 1485.000 [1485.0, 1485.0] 17.00 · 不稳Volatile $1.04 / $6.24 262.1K
16 11 - 30
deepseek-v4-pro-thinking
DeepSeek · MIT
1469±0.0
1.5K 票votes 1469.000 [1469.0, 1469.0] 19.00 · 不稳Volatile $0.43 / $0.87 1M
17 12 - 30
mimo-v2.5-pro
小米 · MIT
1466±0.0
1.7K 票votes 1466.000 [1466.0, 1466.0] 18.00 · 不稳Volatile $0.43 / $0.87 1M
18 13 - 30
claude-opus-4-5-20251101
Anthropic · Proprietary
1465±0.0
3.9K 票votes 1465.000 [1465.0, 1465.0] 17.00 · 不稳Volatile $5 / $25 200K
19 12 - 30
qwen3.6-plus
阿里巴巴 · Proprietary
1463±0.0
2.1K 票votes 1463.000 [1463.0, 1463.0] 18.00 · 不稳Volatile $0.33 / $1.95 1M
20 13 - 30
gemini-3.1-pro-preview
Google · Proprietary
1463±0.0
3.3K 票votes 1463.000 [1463.0, 1463.0] 17.00 · 不稳Volatile $2 / $12 1M
21 15 - 31
gemini-3-pro
Google · Proprietary
1459±0.0
4.1K 票votes 1459.000 [1459.0, 1459.0] 16.00 · 不稳Volatile $2 / $12 1M
22 11 - 33
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1458±0.0
413 票votes 1458.000 [1458.0, 1458.0] 22.00 · 不稳Volatile $2.50 / $15 1.1M
23 15 - 32
mimo-v2.5
小米 · MIT
1453±0.0
1.3K 票votes 1453.000 [1453.0, 1453.0] 17.00 · 不稳Volatile $0.14 / $0.28 1M
24 15 - 33
glm-4.7
智谱 ZAI · MIT
1451±0.0
1.2K 票votes 1451.000 [1451.0, 1451.0] 18.00 · 不稳Volatile $0.40 / $1.75 202.8K
25 16 - 32
gemini-3-flash
Google · Proprietary
1448±0.0
3.3K 票votes 1448.000 [1448.0, 1448.0] 16.00 · 不稳Volatile $0.50 / $3 1M
26 12 - 37
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1447±0.0
399 票votes 1447.000 [1447.0, 1447.0] 25.00 · 不稳Volatile $2.50 / $15 1.1M
27 16 - 33
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1447±0.0
1.5K 票votes 1447.000 [1447.0, 1447.0] 17.00 · 不稳Volatile N/A N/A
28 16 - 32
kimi-k2.5-thinking
月之暗面 · Modified MIT
1447±0.0
3.4K 票votes 1447.000 [1447.0, 1447.0] 16.00 · 不稳Volatile $0.60 / $3 N/A
29 16 - 33
glm-5
智谱 ZAI · MIT
1441±0.0
1.8K 票votes 1441.000 [1441.0, 1441.0] 17.00 · 不稳Volatile $1 / $3.20 202.8K
30 16 - 35
kimi-k2.5-instant
月之暗面 · Modified MIT
1438±0.0
961 票votes 1438.000 [1438.0, 1438.0] 19.00 · 不稳Volatile $0.40 / $1.90 262.1K
31 22 - 37
mimo-v2-pro
小米 · Proprietary
1430±0.0
2.1K 票votes 1430.000 [1430.0, 1430.0] 15.00 · 不稳Volatile $1 / $3 1M
32 21 - 44
gpt-5-medium
OpenAI · Proprietary
1426±0.0
793 票votes 1426.000 [1426.0, 1426.0] 23.00 · 不稳Volatile $1.25 / $10 400K
33 29 - 44
grok-4.20-beta-0309-reasoning
xAI · Proprietary
1413±0.0
2.5K 票votes 1413.000 [1413.0, 1413.0] 15.00 · 不稳Volatile $2 / $6 2M
34 30 - 49
minimax-m2.1-preview
MiniMax · MIT
1404±0.0
2.4K 票votes 1404.000 [1404.0, 1404.0] 19.00 · 不稳Volatile $0.29 / $0.95 204.8K
35 30 - 49
minimax-m2.7
MiniMax · Modified MIT
1403±0.0
2.1K 票votes 1403.000 [1403.0, 1403.0] 19.00 · 不稳Volatile $0.28 / $1.20 204.8K
36 32 - 52
gpt-5.1-medium
OpenAI · Proprietary
1398±0.0
1.2K 票votes 1398.000 [1398.0, 1398.0] 20.00 · 不稳Volatile $1.25 / $10 400K
37 32 - 49
gemini-3-flash (thinking-minimal)
Google · Proprietary
1398±0.0
4.8K 票votes 1398.000 [1398.0, 1398.0] 17.00 · 不稳Volatile $0.50 / $3 1M
38 29 - 54
gemma-4-26b-a4b
Google · Apache 2.0
1398±0.0
516 票votes 1398.000 [1398.0, 1398.0] 25.00 · 不稳Volatile N/A N/A
39 32 - 50
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1396±0.0
2.9K 票votes 1396.000 [1396.0, 1396.0] 18.00 · 不稳Volatile $0.39 / $2.34 262.1K
40 25 - 57
gpt-5.2
OpenAI · Proprietary
1396±0.0
265 票votes 1396.000 [1396.0, 1396.0] 32.00 · 不稳Volatile $1.75 / $14 400K
41 32 - 52
gpt-5.4-mini-high
OpenAI · Proprietary
1395±0.0
1.9K 票votes 1395.000 [1395.0, 1395.0] 20.00 · 不稳Volatile $0.75 / $4.50 400K
42 32 - 53
grok-4.3
xAI · Proprietary
1392±0.0
1.3K 票votes 1392.000 [1392.0, 1392.0] 21.00 · 不稳Volatile $1.25 / $2.50 1M
43 32 - 53
gemma-4-31b
Google · Apache 2.0
1392±0.0
1.3K 票votes 1392.000 [1392.0, 1392.0] 21.00 · 不稳Volatile $0.14 / $0.40 262.1K
44 32 - 54
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1391±0.0
785 票votes 1391.000 [1391.0, 1391.0] 22.00 · 不稳Volatile $1.75 / $14 400K
45 34 - 53
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1387±0.0
3.7K 票votes 1387.000 [1387.0, 1387.0] 19.00 · 不稳Volatile $3 / $15 200K
46 34 - 53
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1386±0.0
4.4K 票votes 1386.000 [1386.0, 1386.0] 19.00 · 不稳Volatile $3 / $15 200K
47 34 - 53
minimax-m2.5
MiniMax · Modified MIT
1386±0.0
2.1K 票votes 1386.000 [1386.0, 1386.0] 19.00 · 不稳Volatile $0.15 / $1.15 204.8K
48 34 - 53
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1386±0.0
2.3K 票votes 1386.000 [1386.0, 1386.0] 19.00 · 不稳Volatile $0.26 / $2.08 262.1K
49 34 - 57
claude-opus-4-1-20250805
Anthropic · Proprietary
1378±0.0
1.8K 票votes 1378.000 [1378.0, 1378.0] 23.00 · 不稳Volatile $15 / $75 200K
50 37 - 57
deepseek-v3.2-thinking
DeepSeek · MIT
1373±0.0
2.2K 票votes 1373.000 [1373.0, 1373.0] 20.00 · 不稳Volatile $0.23 / $0.34 131.1K
51 38 - 61
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1364±0.0
1.1K 票votes 1364.000 [1364.0, 1364.0] 23.00 · 不稳Volatile $1.75 / $14 400K
52 40 - 59
qwen3.5-27b
阿里巴巴 · Apache 2.0
1364±0.0
2.2K 票votes 1364.000 [1364.0, 1364.0] 19.00 · 不稳Volatile $0.20 / $1.56 262.1K
53 46 - 61
gpt-5.1-codex
OpenAI · Proprietary
1354±0.0
1.3K 票votes 1354.000 [1354.0, 1354.0] 15.00 · 不稳Volatile $1.25 / $10 400K
54 38 - 63
hunyuan-hy3-preview
腾讯 · tencent-hunyuan-community
1354±0.0
414 票votes 1354.000 [1354.0, 1354.0] 25.00 · 不稳Volatile N/A N/A
55 48 - 61
gpt-5.2-codex
OpenAI · Proprietary
1353±0.0
2.1K 票votes 1353.000 [1353.0, 1353.0] 13.00 · 不稳Volatile $1.75 / $14 400K
56 48 - 61
glm-4.6
智谱 ZAI · MIT
1352±0.0
1.8K 票votes 1352.000 [1352.0, 1352.0] 13.00 · 不稳Volatile $0.43 / $1.74 202.8K
57 48 - 61
gpt-5.1
OpenAI · Proprietary
1351±0.0
3.0K 票votes 1351.000 [1351.0, 1351.0] 13.00 · 不稳Volatile $1.25 / $10 400K
58 51 - 62
mimo-v2-flash (non-thinking)
小米 · MIT
1341±0.0
1.7K 票votes 1341.000 [1341.0, 1341.0] 11.00 · 波动Unstable $0.10 / $0.30 262.1K
59 52 - 62
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1335±0.0
3.7K 票votes 1335.000 [1335.0, 1335.0] 10.00 · 波动Unstable $1.15 / $8 262.1K
60 52 - 63
deepseek-v3.2
DeepSeek · MIT
1334±0.0
2.8K 票votes 1334.000 [1334.0, 1334.0] 11.00 · 波动Unstable $0.23 / $0.34 131.1K
61 51 - 64
mimo-v2-flash (thinking)
小米 · MIT
1330±0.0
563 票votes 1330.000 [1330.0, 1330.0] 13.00 · 不稳Volatile $0.10 / $0.30 262.1K
62 59 - 64
claude-haiku-4-5-20251001
Anthropic · Proprietary
1315±0.0
5.5K 票votes 1315.000 [1315.0, 1315.0] 5.00 · 波动Unstable $1 / $5 200K
63 57 - 67
minimax-m2
MiniMax · Apache 2.0
1314±0.0
1.7K 票votes 1314.000 [1314.0, 1314.0] 10.00 · 波动Unstable $0.26 / $1 204.8K
64 61 - 70
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1297±0.0
3.6K 票votes 1297.000 [1297.0, 1297.0] 9.00 · 波动Unstable $0.40 / $1.60 262.1K
65 64 - 74
deepseek-v3.2-exp
DeepSeek · MIT
1274±0.0
930 票votes 1274.000 [1274.0, 1274.0] 10.00 · 波动Unstable $0.27 / $0.41 163.8K
66 63 - 76
KAT-Coder-Pro-V1
快手 · Proprietary
1269±0.0
306 票votes 1269.000 [1269.0, 1269.0] 13.00 · 不稳Volatile $0.21 / $0.83 256K
67 63 - 76
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1268±0.0
464 票votes 1268.000 [1268.0, 1268.0] 13.00 · 不稳Volatile $0.14 / $1 262.1K
68 64 - 76
qwen3.5-flash
阿里巴巴 · Proprietary
1266±0.0
421 票votes 1266.000 [1266.0, 1266.0] 12.00 · 不稳Volatile N/A N/A
69 63 - 77
trinity-large-thinking
Arcee AI · Apache 2.0
1266±0.0
402 票votes 1266.000 [1266.0, 1266.0] 14.00 · 不稳Volatile $0.22 / $0.85 262.1K
70 65 - 76
grok-4-1-fast-reasoning
xAI · Proprietary
1255±0.0
1.7K 票votes 1255.000 [1255.0, 1255.0] 11.00 · 波动Unstable $0.20 / $0.50 2M
71 64 - 77
mistral-large-3
Mistral · Apache 2.0
1254±0.0
225 票votes 1254.000 [1254.0, 1254.0] 13.00 · 不稳Volatile $0.50 / $1.50 N/A
72 65 - 77
gpt-5.1-codex-mini
OpenAI · Proprietary
1246±0.0
330 票votes 1246.000 [1246.0, 1246.0] 12.00 · 不稳Volatile $0.25 / $2 400K
73 65 - 77
gemini-3.1-flash-lite-preview
Google · Proprietary
1244±0.0
3.0K 票votes 1244.000 [1244.0, 1244.0] 12.00 · 不稳Volatile $0.25 / $1.50 1M
74 65 - 77
gemini-2.5-pro
Google · Proprietary
1231±0.0
675 票votes 1231.000 [1231.0, 1231.0] 12.00 · 不稳Volatile $1.25 / $10 1M
75 66 - 79
devstral-2
Mistral · Modified MIT
1217±0.0
445 票votes 1217.000 [1217.0, 1217.0] 13.00 · 不稳Volatile N/A N/A
76 70 - 81
granite-4.1-8b
IBM · Apache 2.0
1203±0.0
568 票votes 1203.000 [1203.0, 1203.0] 11.00 · 波动Unstable $0.05 / $0.10 131.1K
77 66 - 81
grok-4.1-thinking
xAI · Proprietary
1202±0.0
239 票votes 1202.000 [1202.0, 1202.0] 15.00 · 不稳Volatile N/A N/A
78 75 - 81
grok-4-fast-reasoning
xAI · Proprietary
1154±0.0
203 票votes 1154.000 [1154.0, 1154.0] 6.00 · 波动Unstable $0.20 / $0.50 2M
79 75 - 81
grok-code-fast-1
xAI · Proprietary
1142±0.0
203 票votes 1142.000 [1142.0, 1142.0] 6.00 · 波动Unstable $0.20 / $1.50 N/A
80 76 - 81
devstral-medium-2507
Mistral · Proprietary
1133±0.0
206 票votes 1133.000 [1133.0, 1133.0] 5.00 · 波动Unstable $0.40 / $2 128K
81 76 - 81
mercury-2
Inception AI · Proprietary
1129±0.0
295 票votes 1129.000 [1129.0, 1129.0] 5.00 · 波动Unstable $0.25 / $0.75 128K
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