Name: Anthropic 商业、管理与金融行业模型排行榜（2026-08-22） | AITNT
Creator: LM Arena
License: https://creativecommons.org/licenses/by/4.0/
Keywords: Anthropic,商业与金融行业,AI 大语言模型排行榜,AI 模型排行

LM Arena 大模型全球实力榜LM Arena Global AI Leaderboard商业与金融行业📈Business & Finance

查看各种 AI 大语言模型在数学推理、代码生成、创意写作及其他开放式文本任务中的综合 Elo 积分排名，数据来源于真实用户的匿名盲测投票。

2026-08-22

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上榜模型Models

参赛厂商Providers

317.3K

总投票数Total Votes

📖 指标说明 — 读懂这张榜单📖 Metrics Guide — Understanding the Leaderboard

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榜单主指标（Score）Primary Metric (Score)

每个榜单会采用官网对应的核心排序指标。通用 Arena 榜单通常是模型竞技积分；智能体榜单则展示净提升及多项任务指标。

Each leaderboard uses the official primary ranking metric. Most Arena boards use competitive scores; the Agent board uses net improvement and task-specific metrics.

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精确值（Float Value）Float Value

主指标的完整浮点数值。对于通用 Arena 榜单可用于区分整数分相近的模型；智能体榜单以百分比和置信区间展示。

The full floating-point value of the primary metric. It helps distinguish close scores on standard boards; Agent metrics are shown as percentages with confidence intervals.

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方差（Variance）Variance

衡量结果的统计稳定程度。绿色·稳定（<5）更可信；橙色·波动（5~12）；红色·不稳（>12）说明排名还可能明显变化。

Measures statistical stability. Green·Stable (<5); Orange·Unstable (5–12); Red·Volatile (>12) means the ranking may still move significantly.

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置信区间（95% CI = ±N）95% Confidence Interval (CI = ±N)

95% 置信区间反映当前估计的不确定范围，显示为 ±N。在相同计算口径下，N 越小说明估计越集中、排名越稳定。

The 95% confidence interval, shown as ±N, summarizes uncertainty in the current estimate. Under the same methodology, a smaller N indicates a more precise estimate and a more stable ranking.

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投票数（Vote Count）Vote Count

该模型或厂商参与评测的总次数。数量越高，结果的统计置信度越高、越不容易受单次样本影响而波动。

Total evaluation volume for the model or lab. Higher counts mean higher statistical confidence and less sensitivity to individual samples.

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开源协议（License）License

Apache/Llama：完全开源可商用；MIT：开源限制极少；Proprietary：闭源商业模型。协议决定你能否把它集成到自己的产品里。

Apache/Llama: Fully open-source, commercial use allowed; MIT: Open-source, minimal restrictions; Proprietary: Closed-source commercial model. License determines if you can integrate it into your product.

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 - 6	claude-opus-4-7-high Anthropic · Proprietary	1509±7.0	12.1K 票votes	1509.000 [1502.0, 1516.0]	5.00 · 波动Unstable	—	—
🥈	1 - 15	claude-opus-4-6-high Anthropic · Proprietary	1502±6.0	14.5K 票votes	1502.000 [1496.0, 1508.0]	14.00 · 不稳Volatile	—	—
🥉	1 - 15	claude-opus-4-6 Anthropic · Proprietary	1501±6.0	15.3K 票votes	1501.000 [1495.0, 1507.0]	14.00 · 不稳Volatile	$5 / $25	1M
4	1 - 19	claude-fable-5 Anthropic · Proprietary	1500±9.0	5.1K 票votes	1500.000 [1491.0, 1509.0]	18.00 · 不稳Volatile	—	—
5	2 - 23	claude-opus-4-7 Anthropic · Proprietary	1495±7.0	12.3K 票votes	1495.000 [1488.0, 1502.0]	21.00 · 不稳Volatile	$5 / $25	1M
6	2 - 26	claude-opus-4-8-high Anthropic · Proprietary	1491±7.0	9.1K 票votes	1491.000 [1484.0, 1498.0]	24.00 · 不稳Volatile	—	—
7	2 - 29	claude-opus-5-high Anthropic · Proprietary	1490±9.0	5.3K 票votes	1490.000 [1481.0, 1499.0]	27.00 · 不稳Volatile	—	—
8	4 - 30	claude-opus-4-8 Anthropic · Proprietary	1487±7.0	9.0K 票votes	1487.000 [1480.0, 1494.0]	26.00 · 不稳Volatile	—	—
9	5 - 36	claude-sonnet-4-6 Anthropic · Proprietary	1484±6.0	13.3K 票votes	1484.000 [1478.0, 1490.0]	31.00 · 不稳Volatile	$3 / $15	1M
10	7 - 62	claude-opus-5-max Anthropic · Proprietary	1476±13.0	2.5K 票votes	1476.000 [1463.0, 1489.0]	55.00 · 不稳Volatile	—	—
11	13 - 54	claude-opus-4-5-20251101 Anthropic · Proprietary	1473±6.0	13.7K 票votes	1473.000 [1467.0, 1479.0]	41.00 · 不稳Volatile	$5 / $25	200K
12	19 - 67	claude-opus-4-5-20251101-high-32k Anthropic · Proprietary	1466±8.0	6.9K 票votes	1466.000 [1458.0, 1474.0]	48.00 · 不稳Volatile	—	—
13	21 - 69	claude-sonnet-5-high Anthropic · Proprietary	1464±9.0	5.5K 票votes	1464.000 [1455.0, 1473.0]	48.00 · 不稳Volatile	—	—
14	27 - 69	claude-sonnet-4-5-20250929 Anthropic · Proprietary	1461±5.0	15.5K 票votes	1461.000 [1456.0, 1466.0]	42.00 · 不稳Volatile	$3 / $15	200K
15	28 - 75	claude-sonnet-4-5-20250929-high-32k Anthropic · Proprietary	1459±5.0	15.7K 票votes	1459.000 [1454.0, 1464.0]	47.00 · 不稳Volatile	—	—
16	45 - 98	claude-opus-4-1-20250805-thinking-16k Anthropic · Proprietary	1447±7.0	9.1K 票votes	1447.000 [1440.0, 1454.0]	53.00 · 不稳Volatile	$15 / $75	200K
17	48 - 98	claude-opus-4-1-20250805 Anthropic · Proprietary	1447±6.0	14.1K 票votes	1447.000 [1441.0, 1453.0]	50.00 · 不稳Volatile	$15 / $75	200K
18	95 - 139	claude-haiku-4-5-20251001 Anthropic · Proprietary	1418±5.0	23.9K 票votes	1418.000 [1413.0, 1423.0]	44.00 · 不稳Volatile	$1 / $5	200K
19	98 - 154	claude-opus-4-20250514-thinking-16k Anthropic · Proprietary	1410±8.0	6.2K 票votes	1410.000 [1402.0, 1418.0]	56.00 · 不稳Volatile	$15 / $75	200K
20	108 - 161	claude-opus-4-20250514 Anthropic · Proprietary	1403±8.0	7.2K 票votes	1403.000 [1395.0, 1411.0]	53.00 · 不稳Volatile	$15 / $75	200K
21	132 - 181	claude-sonnet-4-20250514 Anthropic · Proprietary	1386±8.0	6.7K 票votes	1386.000 [1378.0, 1394.0]	49.00 · 不稳Volatile	$3 / $15	1M
22	144 - 189	claude-sonnet-4-20250514-thinking-32k Anthropic · Proprietary	1381±8.0	5.9K 票votes	1381.000 [1373.0, 1389.0]	45.00 · 不稳Volatile	$3 / $15	1M
23	158 - 208	claude-3-7-sonnet-20250219 Anthropic · Proprietary	1368±8.0	5.8K 票votes	1368.000 [1360.0, 1376.0]	50.00 · 不稳Volatile	$3 / $15	200K
24	163 - 213	claude-3-7-sonnet-20250219-thinking-32k Anthropic · Proprietary	1363±8.0	5.7K 票votes	1363.000 [1355.0, 1371.0]	50.00 · 不稳Volatile	$3 / $15	200K
25	171 - 218	claude-3-5-sonnet-20241022 Anthropic · Proprietary	1354±6.0	11.3K 票votes	1354.000 [1348.0, 1360.0]	47.00 · 不稳Volatile	$3 / $15	200K
26	206 - 252	claude-3-5-sonnet-20240620 Anthropic · Proprietary	1321±8.0	9.7K 票votes	1321.000 [1313.0, 1329.0]	46.00 · 不稳Volatile	$3 / $15	200K
27	209 - 258	claude-3-5-haiku-20241022 Anthropic · Proprietary	1316±7.0	9.2K 票votes	1316.000 [1309.0, 1323.0]	49.00 · 不稳Volatile	$0.80 / $4	200K
28	219 - 270	claude-3-opus-20240229 Anthropic · Proprietary	1305±7.0	21.7K 票votes	1305.000 [1298.0, 1312.0]	51.00 · 不稳Volatile	$15 / $75	200K
29	269 - 300	claude-3-sonnet-20240229 Anthropic · Proprietary	1261±9.0	11.9K 票votes	1261.000 [1252.0, 1270.0]	31.00 · 不稳Volatile	$3 / $15	200K
30	279 - 308	claude-3-haiku-20240307 Anthropic · Proprietary	1248±8.0	13.2K 票votes	1248.000 [1240.0, 1256.0]	29.00 · 不稳Volatile	$0.25 / $1.25	200K

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