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 - 7
claude-opus-4-7-thinking
Anthropic · Proprietary
1554±0.0
1.6K 票votes 1554.000 [1554.0, 1554.0] 6.00 · 波动Unstable $5 / $25 1M
🥈 1 - 8
claude-opus-4-7
Anthropic · Proprietary
1549±0.0
1.4K 票votes 1549.000 [1549.0, 1549.0] 7.00 · 波动Unstable $5 / $25 1M
🥉 1 - 11
qwen3.7-max-20260517
阿里巴巴 · Proprietary
1534±0.0
493 票votes 1534.000 [1534.0, 1534.0] 10.00 · 波动Unstable N/A N/A
4 1 - 9
claude-sonnet-4-6
Anthropic · Proprietary
1532±0.0
3.2K 票votes 1532.000 [1532.0, 1532.0] 8.00 · 波动Unstable $3 / $15 1M
5 1 - 9
claude-opus-4-6
Anthropic · Proprietary
1531±0.0
2.4K 票votes 1531.000 [1531.0, 1531.0] 8.00 · 波动Unstable $5 / $25 1M
6 1 - 9
claude-opus-4-6-thinking
Anthropic · Proprietary
1529±0.0
2.2K 票votes 1529.000 [1529.0, 1529.0] 8.00 · 波动Unstable $5 / $25 1M
7 1 - 12
glm-5.1
智谱 ZAI · MIT
1520±0.0
1.1K 票votes 1520.000 [1520.0, 1520.0] 11.00 · 波动Unstable $1.40 / $4.40 202.8K
8 2 - 12
kimi-k2.6
月之暗面 · Modified MIT
1515±0.0
1.1K 票votes 1515.000 [1515.0, 1515.0] 10.00 · 波动Unstable $0.95 / $4 262.1K
9 3 - 14
gemini-3.5-flash
Google · Proprietary
1504±0.0
648 票votes 1504.000 [1504.0, 1504.0] 11.00 · 波动Unstable $1.50 / $9 1M
10 6 - 14
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1497±0.0
3.2K 票votes 1497.000 [1497.0, 1497.0] 8.00 · 波动Unstable $5 / $25 200K
11 6 - 23
muse-spark
Meta · Proprietary
1484±0.0
433 票votes 1484.000 [1484.0, 1484.0] 17.00 · 不稳Volatile N/A N/A
12 7 - 21
qwen3.6-max-preview
阿里巴巴 · Proprietary
1479±0.0
778 票votes 1479.000 [1479.0, 1479.0] 14.00 · 不稳Volatile $1.04 / $6.24 262.1K
13 9 - 21
gpt-5.5-xhigh (codex-harness)
OpenAI · Proprietary
1476±0.0
1.3K 票votes 1476.000 [1476.0, 1476.0] 12.00 · 不稳Volatile N/A N/A
14 9 - 23
deepseek-v4-pro-thinking
DeepSeek · MIT
1468±0.0
1.2K 票votes 1468.000 [1468.0, 1468.0] 14.00 · 不稳Volatile $0.43 / $0.87 1M
15 11 - 26
mimo-v2.5-pro
小米 · MIT
1462±0.0
1.5K 票votes 1462.000 [1462.0, 1462.0] 15.00 · 不稳Volatile $1 / $3 1M
16 11 - 26
claude-opus-4-5-20251101
Anthropic · Proprietary
1457±0.0
3.9K 票votes 1457.000 [1457.0, 1457.0] 15.00 · 不稳Volatile $5 / $25 200K
17 11 - 29
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1453±0.0
1.4K 票votes 1453.000 [1453.0, 1453.0] 18.00 · 不稳Volatile N/A N/A
18 11 - 27
qwen3.6-plus
阿里巴巴 · Proprietary
1452±0.0
1.9K 票votes 1452.000 [1452.0, 1452.0] 16.00 · 不稳Volatile $0.33 / $1.95 1M
19 11 - 29
glm-4.7
智谱 ZAI · MIT
1450±0.0
1.1K 票votes 1450.000 [1450.0, 1450.0] 18.00 · 不稳Volatile $0.40 / $1.75 202.8K
20 11 - 29
mimo-v2.5
小米 · MIT
1445±0.0
1.2K 票votes 1445.000 [1445.0, 1445.0] 18.00 · 不稳Volatile $0.40 / $2 1M
21 11 - 35
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1442±0.0
433 票votes 1442.000 [1442.0, 1442.0] 24.00 · 不稳Volatile $2.50 / $15 1.1M
22 13 - 30
glm-5
智谱 ZAI · MIT
1439±0.0
1.7K 票votes 1439.000 [1439.0, 1439.0] 17.00 · 不稳Volatile $1 / $3.20 202.8K
23 15 - 29
kimi-k2.5-thinking
月之暗面 · Modified MIT
1438±0.0
2.8K 票votes 1438.000 [1438.0, 1438.0] 14.00 · 不稳Volatile $0.60 / $3 N/A
24 15 - 31
mimo-v2-pro
小米 · Proprietary
1436±0.0
2.0K 票votes 1436.000 [1436.0, 1436.0] 16.00 · 不稳Volatile $1 / $3 1M
25 15 - 30
gemini-3-flash
Google · Proprietary
1436±0.0
3.2K 票votes 1436.000 [1436.0, 1436.0] 15.00 · 不稳Volatile $0.50 / $3 1M
26 17 - 31
gemini-3-pro
Google · Proprietary
1432±0.0
4.0K 票votes 1432.000 [1432.0, 1432.0] 14.00 · 不稳Volatile $2 / $12 1M
27 18 - 33
gemini-3.1-pro-preview
Google · Proprietary
1427±0.0
3.1K 票votes 1427.000 [1427.0, 1427.0] 15.00 · 不稳Volatile $2 / $12 1M
28 13 - 41
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1426±0.0
420 票votes 1426.000 [1426.0, 1426.0] 28.00 · 不稳Volatile $2.50 / $15 1.1M
29 18 - 37
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1420±0.0
1.2K 票votes 1420.000 [1420.0, 1420.0] 19.00 · 不稳Volatile N/A N/A
30 24 - 42
minimax-m2.7
MiniMax · Modified MIT
1408±0.0
1.8K 票votes 1408.000 [1408.0, 1408.0] 18.00 · 不稳Volatile $0.28 / $1.20 204.8K
31 27 - 46
minimax-m2.1-preview
MiniMax · MIT
1399±0.0
2.2K 票votes 1399.000 [1399.0, 1399.0] 19.00 · 不稳Volatile $0.29 / $0.95 204.8K
32 26 - 51
gpt-5-medium
OpenAI · Proprietary
1396±0.0
717 票votes 1396.000 [1396.0, 1396.0] 25.00 · 不稳Volatile $1.25 / $10 400K
33 27 - 50
gpt-5.1-medium
OpenAI · Proprietary
1396±0.0
1.3K 票votes 1396.000 [1396.0, 1396.0] 23.00 · 不稳Volatile $1.25 / $10 400K
34 26 - 51
kimi-k2.5-instant
月之暗面 · Modified MIT
1395±0.0
887 票votes 1395.000 [1395.0, 1395.0] 25.00 · 不稳Volatile $0.40 / $1.90 262.1K
35 28 - 49
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1392±0.0
3.5K 票votes 1392.000 [1392.0, 1392.0] 21.00 · 不稳Volatile $3 / $15 200K
36 22 - 54
gpt-5.2
OpenAI · Proprietary
1391±0.0
312 票votes 1391.000 [1391.0, 1391.0] 32.00 · 不稳Volatile $1.75 / $14 400K
37 28 - 52
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1389±0.0
826 票votes 1389.000 [1389.0, 1389.0] 24.00 · 不稳Volatile $1.75 / $14 400K
38 29 - 50
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1388±0.0
2.8K 票votes 1388.000 [1388.0, 1388.0] 21.00 · 不稳Volatile $0.39 / $2.34 262.1K
39 30 - 50
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1386±0.0
4.3K 票votes 1386.000 [1386.0, 1386.0] 20.00 · 不稳Volatile $3 / $15 200K
40 29 - 52
gpt-5.4-mini-high
OpenAI · Proprietary
1386±0.0
1.6K 票votes 1386.000 [1386.0, 1386.0] 23.00 · 不稳Volatile $0.75 / $4.50 400K
41 29 - 52
grok-4.20-beta-0309-reasoning
xAI · Proprietary
1384±0.0
2.1K 票votes 1384.000 [1384.0, 1384.0] 23.00 · 不稳Volatile $2 / $6 2M
42 31 - 51
gemini-3-flash (thinking-minimal)
Google · Proprietary
1383±0.0
4.4K 票votes 1383.000 [1383.0, 1383.0] 20.00 · 不稳Volatile $0.50 / $3 1M
43 29 - 53
gemma-4-31b
Google · Apache 2.0
1380±0.0
857 票votes 1380.000 [1380.0, 1380.0] 24.00 · 不稳Volatile $0.14 / $0.40 262.1K
44 31 - 53
deepseek-v3.2-thinking
DeepSeek · MIT
1379±0.0
1.9K 票votes 1379.000 [1379.0, 1379.0] 22.00 · 不稳Volatile $0.25 / $0.38 131.1K
45 31 - 53
claude-opus-4-1-20250805
Anthropic · Proprietary
1375±0.0
1.8K 票votes 1375.000 [1375.0, 1375.0] 22.00 · 不稳Volatile $15 / $75 200K
46 32 - 54
minimax-m2.5
MiniMax · Modified MIT
1370±0.0
2.1K 票votes 1370.000 [1370.0, 1370.0] 22.00 · 不稳Volatile $0.15 / $1.15 204.8K
47 33 - 54
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1367±0.0
2.4K 票votes 1367.000 [1367.0, 1367.0] 21.00 · 不稳Volatile $0.26 / $2.08 262.1K
48 32 - 56
glm-4.6
智谱 ZAI · MIT
1367±0.0
1.8K 票votes 1367.000 [1367.0, 1367.0] 24.00 · 不稳Volatile $0.43 / $1.74 202.8K
49 32 - 56
grok-4.3
xAI · Proprietary
1367±0.0
1.1K 票votes 1367.000 [1367.0, 1367.0] 24.00 · 不稳Volatile $1.25 / $2.50 1M
50 36 - 56
qwen3.5-27b
阿里巴巴 · Apache 2.0
1362±0.0
2.2K 票votes 1362.000 [1362.0, 1362.0] 20.00 · 不稳Volatile $0.20 / $1.56 262.1K
51 31 - 62
hunyuan-hy3-preview
腾讯 · tencent-hunyuan-community
1354±0.0
387 票votes 1354.000 [1354.0, 1354.0] 31.00 · 不稳Volatile N/A N/A
52 39 - 62
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1352±0.0
1.0K 票votes 1352.000 [1352.0, 1352.0] 23.00 · 不稳Volatile $1.75 / $14 400K
53 45 - 61
deepseek-v3.2
DeepSeek · MIT
1347±0.0
2.6K 票votes 1347.000 [1347.0, 1347.0] 16.00 · 不稳Volatile $0.25 / $0.38 131.1K
54 48 - 62
gpt-5.2-codex
OpenAI · Proprietary
1340±0.0
2.1K 票votes 1340.000 [1340.0, 1340.0] 14.00 · 不稳Volatile $1.75 / $14 400K
55 42 - 64
gemma-4-26b-a4b
Google · Apache 2.0
1337±0.0
441 票votes 1337.000 [1337.0, 1337.0] 22.00 · 不稳Volatile N/A N/A
56 48 - 63
gpt-5.1-codex
OpenAI · Proprietary
1336±0.0
1.4K 票votes 1336.000 [1336.0, 1336.0] 15.00 · 不稳Volatile $1.25 / $10 400K
57 51 - 62
gpt-5.1
OpenAI · Proprietary
1335±0.0
3.0K 票votes 1335.000 [1335.0, 1335.0] 11.00 · 波动Unstable $1.25 / $10 400K
58 51 - 64
mimo-v2-flash (non-thinking)
小米 · MIT
1331±0.0
1.7K 票votes 1331.000 [1331.0, 1331.0] 13.00 · 不稳Volatile $0.10 / $0.30 262.1K
59 51 - 64
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1325±0.0
3.7K 票votes 1325.000 [1325.0, 1325.0] 13.00 · 不稳Volatile $1.15 / $8 262.1K
60 52 - 64
claude-haiku-4-5-20251001
Anthropic · Proprietary
1325±0.0
5.1K 票votes 1325.000 [1325.0, 1325.0] 12.00 · 不稳Volatile $1 / $5 200K
61 51 - 64
minimax-m2
MiniMax · Apache 2.0
1321±0.0
1.8K 票votes 1321.000 [1321.0, 1321.0] 13.00 · 不稳Volatile $0.26 / $1 204.8K
62 51 - 67
mimo-v2-flash (thinking)
小米 · MIT
1311±0.0
543 票votes 1311.000 [1311.0, 1311.0] 16.00 · 不稳Volatile $0.10 / $0.30 262.1K
63 57 - 68
deepseek-v3.2-exp
DeepSeek · MIT
1297±0.0
925 票votes 1297.000 [1297.0, 1297.0] 11.00 · 波动Unstable $0.27 / $0.41 163.8K
64 62 - 68
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1288±0.0
3.6K 票votes 1288.000 [1288.0, 1288.0] 6.00 · 波动Unstable $0.40 / $1.60 262.1K
65 56 - 70
KAT-Coder-Pro-V1
快手 · Proprietary
1287±0.0
348 票votes 1287.000 [1287.0, 1287.0] 14.00 · 不稳Volatile $0.21 / $0.83 256K
66 62 - 74
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1265±0.0
488 票votes 1265.000 [1265.0, 1265.0] 12.00 · 不稳Volatile $0.14 / $1 262.1K
67 62 - 76
trinity-large-thinking
Arcee AI · Apache 2.0
1253±0.0
361 票votes 1253.000 [1253.0, 1253.0] 14.00 · 不稳Volatile $0.22 / $0.85 262.1K
68 65 - 75
gemini-3.1-flash-lite-preview
Google · Proprietary
1244±0.0
2.7K 票votes 1244.000 [1244.0, 1244.0] 10.00 · 波动Unstable $0.25 / $1.50 1M
69 63 - 77
gpt-5.1-codex-mini
OpenAI · Proprietary
1243±0.0
288 票votes 1243.000 [1243.0, 1243.0] 14.00 · 不稳Volatile $0.25 / $2 400K
70 65 - 75
grok-4-1-fast-reasoning
xAI · Proprietary
1242±0.0
1.7K 票votes 1242.000 [1242.0, 1242.0] 10.00 · 波动Unstable $0.20 / $0.50 2M
71 66 - 79
devstral-2
Mistral · Modified MIT
1214±0.0
454 票votes 1214.000 [1214.0, 1214.0] 13.00 · 不稳Volatile N/A N/A
72 66 - 79
qwen3.5-flash
阿里巴巴 · Proprietary
1211±0.0
407 票votes 1211.000 [1211.0, 1211.0] 13.00 · 不稳Volatile N/A N/A
73 66 - 79
mistral-large-3
Mistral · Apache 2.0
1208±0.0
226 票votes 1208.000 [1208.0, 1208.0] 13.00 · 不稳Volatile $0.50 / $1.50 N/A
74 66 - 79
grok-4.1-thinking
xAI · Proprietary
1206±0.0
257 票votes 1206.000 [1206.0, 1206.0] 13.00 · 不稳Volatile N/A N/A
75 67 - 79
granite-4.1-8b
IBM · Apache 2.0
1201±0.0
490 票votes 1201.000 [1201.0, 1201.0] 12.00 · 不稳Volatile $0.05 / $0.10 131.1K
76 69 - 79
gemini-2.5-pro
Google · Proprietary
1197±0.0
684 票votes 1197.000 [1197.0, 1197.0] 10.00 · 波动Unstable $1.25 / $10 1M
77 70 - 79
grok-code-fast-1
xAI · Proprietary
1169±0.0
202 票votes 1169.000 [1169.0, 1169.0] 9.00 · 波动Unstable $0.20 / $1.50 N/A
78 71 - 79
grok-4-fast-reasoning
xAI · Proprietary
1145±0.0
229 票votes 1145.000 [1145.0, 1145.0] 8.00 · 波动Unstable $0.20 / $0.50 2M
79 71 - 79
mercury-2
Inception AI · Proprietary
1144±0.0
303 票votes 1144.000 [1144.0, 1144.0] 8.00 · 波动Unstable $0.25 / $0.75 128K
80 80 - 80
devstral-medium-2507
Mistral · Proprietary
1015±0.0
171 票votes 1015.000 [1015.0, 1015.0] 0.00 · 稳定Stable $0.40 / $2 128K
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