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 - 3
claude-opus-4-7-thinking
Anthropic · Proprietary
1595±0.0
1.1K 票votes 1595.000 [1595.0, 1595.0] 2.00 · 稳定Stable $5 / $25 1M
🥈 1 - 3
claude-opus-4-7
Anthropic · Proprietary
1592±0.0
1.2K 票votes 1592.000 [1592.0, 1592.0] 2.00 · 稳定Stable $5 / $25 1M
🥉 1 - 5
claude-opus-4-6-thinking
Anthropic · Proprietary
1575±0.0
1.8K 票votes 1575.000 [1575.0, 1575.0] 4.00 · 稳定Stable $5 / $25 1M
4 3 - 7
claude-opus-4-6
Anthropic · Proprietary
1558±0.0
2.1K 票votes 1558.000 [1558.0, 1558.0] 4.00 · 稳定Stable $5 / $25 1M
5 3 - 11
glm-5.1
智谱 ZAI · MIT
1539±0.0
1.0K 票votes 1539.000 [1539.0, 1539.0] 8.00 · 波动Unstable $1.40 / $4.40 202.8K
6 4 - 10
claude-sonnet-4-6
Anthropic · Proprietary
1534±0.0
2.7K 票votes 1534.000 [1534.0, 1534.0] 6.00 · 波动Unstable $3 / $15 1M
7 5 - 12
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1517±0.0
3.6K 票votes 1517.000 [1517.0, 1517.0] 7.00 · 波动Unstable $5 / $25 200K
8 5 - 13
kimi-k2.6
月之暗面 · Modified MIT
1516±0.0
739 票votes 1516.000 [1516.0, 1516.0] 8.00 · 波动Unstable $0.95 / $4 262.1K
9 4 - 15
muse-spark
Meta · Proprietary
1515±0.0
480 票votes 1515.000 [1515.0, 1515.0] 11.00 · 波动Unstable N/A N/A
10 6 - 18
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1500±0.0
894 票votes 1500.000 [1500.0, 1500.0] 12.00 · 不稳Volatile N/A N/A
11 5 - 20
qwen3.6-max-preview
阿里巴巴 · Proprietary
1495±0.0
429 票votes 1495.000 [1495.0, 1495.0] 15.00 · 不稳Volatile $1.04 / $6.24 262.1K
12 7 - 26
deepseek-v4-pro-thinking
DeepSeek · MIT
1483±0.0
432 票votes 1483.000 [1483.0, 1483.0] 19.00 · 不稳Volatile $0.43 / $0.87 1M
13 8 - 22
mimo-v2.5-pro
小米 · MIT
1478±0.0
1.0K 票votes 1478.000 [1478.0, 1478.0] 14.00 · 不稳Volatile $1 / $3 1M
14 10 - 20
claude-opus-4-5-20251101
Anthropic · Proprietary
1474±0.0
4.2K 票votes 1474.000 [1474.0, 1474.0] 10.00 · 波动Unstable $5 / $25 200K
15 9 - 26
qwen3.6-plus
阿里巴巴 · Proprietary
1470±0.0
1.3K 票votes 1470.000 [1470.0, 1470.0] 17.00 · 不稳Volatile $0.33 / $1.95 1M
16 10 - 26
gemini-3.1-pro-preview
Google · Proprietary
1467±0.0
2.5K 票votes 1467.000 [1467.0, 1467.0] 16.00 · 不稳Volatile $2 / $12 1M
17 9 - 28
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1463±0.0
426 票votes 1463.000 [1463.0, 1463.0] 19.00 · 不稳Volatile $2.50 / $15 1.1M
18 10 - 31
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1454±0.0
431 票votes 1454.000 [1454.0, 1454.0] 21.00 · 不稳Volatile $2.50 / $15 1.1M
19 13 - 28
gemini-3-pro
Google · Proprietary
1452±0.0
5.1K 票votes 1452.000 [1452.0, 1452.0] 15.00 · 不稳Volatile $2 / $12 1M
20 11 - 31
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1449±0.0
758 票votes 1449.000 [1449.0, 1449.0] 20.00 · 不稳Volatile N/A N/A
21 11 - 30
glm-4.7
智谱 ZAI · MIT
1448±0.0
1.3K 票votes 1448.000 [1448.0, 1448.0] 19.00 · 不稳Volatile $0.40 / $1.75 202.8K
22 13 - 30
glm-5
智谱 ZAI · MIT
1445±0.0
1.7K 票votes 1445.000 [1445.0, 1445.0] 17.00 · 不稳Volatile $1 / $3.20 202.8K
23 14 - 30
kimi-k2.5-thinking
月之暗面 · Modified MIT
1443±0.0
2.6K 票votes 1443.000 [1443.0, 1443.0] 16.00 · 不稳Volatile $0.60 / $3 N/A
24 14 - 31
mimo-v2-pro
小米 · Proprietary
1441±0.0
1.6K 票votes 1441.000 [1441.0, 1441.0] 17.00 · 不稳Volatile $1 / $3 1M
25 17 - 31
gemini-3-flash
Google · Proprietary
1439±0.0
3.7K 票votes 1439.000 [1439.0, 1439.0] 14.00 · 不稳Volatile $0.50 / $3 1M
26 14 - 34
mimo-v2.5
小米 · MIT
1432±0.0
671 票votes 1432.000 [1432.0, 1432.0] 20.00 · 不稳Volatile $0.40 / $2 1M
27 17 - 37
kimi-k2.5-instant
月之暗面 · Modified MIT
1427±0.0
893 票votes 1427.000 [1427.0, 1427.0] 20.00 · 不稳Volatile $0.44 / $2 262.1K
28 14 - 43
gpt-5.2
OpenAI · Proprietary
1424±0.0
435 票votes 1424.000 [1424.0, 1424.0] 29.00 · 不稳Volatile $1.75 / $14 400K
29 19 - 43
gpt-5-medium
OpenAI · Proprietary
1413±0.0
1.3K 票votes 1413.000 [1413.0, 1413.0] 24.00 · 不稳Volatile $1.25 / $10 400K
30 22 - 43
gpt-5.4-mini-high
OpenAI · Proprietary
1411±0.0
1.2K 票votes 1411.000 [1411.0, 1411.0] 21.00 · 不稳Volatile $0.75 / $4.50 400K
31 19 - 44
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1409±0.0
755 票votes 1409.000 [1409.0, 1409.0] 25.00 · 不稳Volatile $1.75 / $14 400K
32 26 - 44
gpt-5.1-medium
OpenAI · Proprietary
1399±0.0
1.8K 票votes 1399.000 [1399.0, 1399.0] 18.00 · 不稳Volatile $1.25 / $10 400K
33 27 - 46
claude-opus-4-1-20250805
Anthropic · Proprietary
1395±0.0
2.6K 票votes 1395.000 [1395.0, 1395.0] 19.00 · 不稳Volatile $15 / $75 200K
34 26 - 47
minimax-m2.7
MiniMax · Modified MIT
1395±0.0
1.4K 票votes 1395.000 [1395.0, 1395.0] 21.00 · 不稳Volatile $0.30 / $1.20 196.6K
35 28 - 44
gemini-3-flash (thinking-minimal)
Google · Proprietary
1395±0.0
4.2K 票votes 1395.000 [1395.0, 1395.0] 16.00 · 不稳Volatile $0.50 / $3 1M
36 27 - 47
grok-4.20-beta-0309-reasoning
xAI · Proprietary
1392±0.0
1.7K 票votes 1392.000 [1392.0, 1392.0] 20.00 · 不稳Volatile $2 / $6 2M
37 26 - 48
grok-4.3
xAI · Proprietary
1390±0.0
613 票votes 1390.000 [1390.0, 1390.0] 22.00 · 不稳Volatile $1.25 / $2.50 1M
38 28 - 47
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1388±0.0
4.6K 票votes 1388.000 [1388.0, 1388.0] 19.00 · 不稳Volatile $3 / $15 200K
39 28 - 47
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1386±0.0
5.4K 票votes 1386.000 [1386.0, 1386.0] 19.00 · 不稳Volatile $3 / $15 200K
40 28 - 47
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1386±0.0
2.5K 票votes 1386.000 [1386.0, 1386.0] 19.00 · 不稳Volatile $0.39 / $2.34 262.1K
41 28 - 48
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1385±0.0
1.1K 票votes 1385.000 [1385.0, 1385.0] 20.00 · 不稳Volatile $1.75 / $14 400K
42 28 - 48
minimax-m2.1-preview
MiniMax · MIT
1383±0.0
2.3K 票votes 1383.000 [1383.0, 1383.0] 20.00 · 不稳Volatile $0.29 / $0.95 196.6K
43 27 - 52
hunyuan-hy3-preview
腾讯 · tencent-hunyuan-community
1377±0.0
395 票votes 1377.000 [1377.0, 1377.0] 25.00 · 不稳Volatile N/A N/A
44 34 - 50
minimax-m2.5
MiniMax · Modified MIT
1370±0.0
2.0K 票votes 1370.000 [1370.0, 1370.0] 16.00 · 不稳Volatile $0.15 / $1.15 196.6K
45 35 - 50
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1368±0.0
2.0K 票votes 1368.000 [1368.0, 1368.0] 15.00 · 不稳Volatile $0.26 / $2.08 262.1K
46 31 - 55
gemma-4-26b-a4b
Google · Apache 2.0
1361±0.0
441 票votes 1361.000 [1361.0, 1361.0] 24.00 · 不稳Volatile N/A N/A
47 34 - 54
gemma-4-31b
Google · Apache 2.0
1360±0.0
681 票votes 1360.000 [1360.0, 1360.0] 20.00 · 不稳Volatile $0.14 / $0.40 262.1K
48 40 - 52
deepseek-v3.2-thinking
DeepSeek · MIT
1357±0.0
2.2K 票votes 1357.000 [1357.0, 1357.0] 12.00 · 不稳Volatile $0.25 / $0.38 131.1K
49 43 - 54
qwen3.5-27b
阿里巴巴 · Apache 2.0
1349±0.0
1.8K 票votes 1349.000 [1349.0, 1349.0] 11.00 · 波动Unstable $0.20 / $1.56 262.1K
50 43 - 55
glm-4.6
智谱 ZAI · MIT
1346±0.0
2.6K 票votes 1346.000 [1346.0, 1346.0] 12.00 · 不稳Volatile $0.39 / $1.90 204.8K
51 45 - 56
gpt-5.2-codex
OpenAI · Proprietary
1341±0.0
2.1K 票votes 1341.000 [1341.0, 1341.0] 11.00 · 波动Unstable $1.75 / $14 400K
52 45 - 56
gpt-5.1
OpenAI · Proprietary
1340±0.0
3.9K 票votes 1340.000 [1340.0, 1340.0] 11.00 · 波动Unstable $1.25 / $10 400K
53 47 - 58
gpt-5.1-codex
OpenAI · Proprietary
1328±0.0
1.9K 票votes 1328.000 [1328.0, 1328.0] 11.00 · 波动Unstable $1.25 / $10 400K
54 47 - 58
mimo-v2-flash (non-thinking)
小米 · MIT
1326±0.0
1.8K 票votes 1326.000 [1326.0, 1326.0] 11.00 · 波动Unstable $0.10 / $0.30 262.1K
55 49 - 58
deepseek-v3.2
DeepSeek · MIT
1323±0.0
3.0K 票votes 1323.000 [1323.0, 1323.0] 9.00 · 波动Unstable $0.25 / $0.38 131.1K
56 51 - 58
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1320±0.0
4.5K 票votes 1320.000 [1320.0, 1320.0] 7.00 · 波动Unstable $1.15 / $8 262.1K
57 53 - 59
claude-haiku-4-5-20251001
Anthropic · Proprietary
1308±0.0
5.7K 票votes 1308.000 [1308.0, 1308.0] 6.00 · 波动Unstable $1 / $5 200K
58 57 - 62
minimax-m2
MiniMax · Apache 2.0
1294±0.0
2.7K 票votes 1294.000 [1294.0, 1294.0] 5.00 · 波动Unstable $0.26 / $1 196.6K
59 53 - 65
mimo-v2-flash (thinking)
小米 · MIT
1289±0.0
574 票votes 1289.000 [1289.0, 1289.0] 12.00 · 不稳Volatile $0.10 / $0.30 262.1K
60 58 - 65
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1272±0.0
4.5K 票votes 1272.000 [1272.0, 1272.0] 7.00 · 波动Unstable $0.40 / $1.60 262.1K
61 58 - 67
deepseek-v3.2-exp
DeepSeek · MIT
1271±0.0
1.6K 票votes 1271.000 [1271.0, 1271.0] 9.00 · 波动Unstable $0.27 / $0.41 163.8K
62 58 - 72
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1256±0.0
533 票votes 1256.000 [1256.0, 1256.0] 14.00 · 不稳Volatile $0.14 / $1 262.1K
63 59 - 72
KAT-Coder-Pro-V1
快手 · Proprietary
1244±0.0
640 票votes 1244.000 [1244.0, 1244.0] 13.00 · 不稳Volatile $0.21 / $0.83 256K
64 61 - 72
gemini-3.1-flash-lite-preview
Google · Proprietary
1242±0.0
2.3K 票votes 1242.000 [1242.0, 1242.0] 11.00 · 波动Unstable $0.25 / $1.50 1M
65 59 - 72
qwen3.5-flash
阿里巴巴 · Proprietary
1241±0.0
439 票votes 1241.000 [1241.0, 1241.0] 13.00 · 不稳Volatile N/A N/A
66 59 - 73
trinity-large-thinking
Arcee AI · Apache 2.0
1233±0.0
361 票votes 1233.000 [1233.0, 1233.0] 14.00 · 不稳Volatile $0.22 / $0.85 262.1K
67 62 - 72
grok-4-1-fast-reasoning
xAI · Proprietary
1229±0.0
2.0K 票votes 1229.000 [1229.0, 1229.0] 10.00 · 波动Unstable $0.20 / $0.50 2M
68 61 - 73
gpt-5.1-codex-mini
OpenAI · Proprietary
1228±0.0
494 票votes 1228.000 [1228.0, 1228.0] 12.00 · 不稳Volatile $0.25 / $2 400K
69 62 - 74
mistral-large-3
Mistral · Apache 2.0
1209±0.0
304 票votes 1209.000 [1209.0, 1209.0] 12.00 · 不稳Volatile $0.50 / $1.50 N/A
70 62 - 74
grok-4.1-thinking
xAI · Proprietary
1206±0.0
372 票votes 1206.000 [1206.0, 1206.0] 12.00 · 不稳Volatile N/A N/A
71 62 - 75
devstral-2
Mistral · Modified MIT
1198±0.0
415 票votes 1198.000 [1198.0, 1198.0] 13.00 · 不稳Volatile N/A N/A
72 62 - 75
mercury-2
Inception AI · Proprietary
1187±0.0
278 票votes 1187.000 [1187.0, 1187.0] 13.00 · 不稳Volatile $0.25 / $0.75 128K
73 67 - 75
gemini-2.5-pro
Google · Proprietary
1185±0.0
1.1K 票votes 1185.000 [1185.0, 1185.0] 8.00 · 波动Unstable $1.25 / $10 1M
74 69 - 76
grok-4-fast-reasoning
xAI · Proprietary
1136±0.0
287 票votes 1136.000 [1136.0, 1136.0] 7.00 · 波动Unstable $0.20 / $0.50 2M
75 71 - 76
grok-code-fast-1
xAI · Proprietary
1133±0.0
322 票votes 1133.000 [1133.0, 1133.0] 5.00 · 波动Unstable $0.20 / $1.50 256K
76 74 - 76
devstral-medium-2507
Mistral · Proprietary
1071±0.0
313 票votes 1071.000 [1071.0, 1071.0] 2.00 · 稳定Stable $0.40 / $2 128K
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