Name: Anthropic 医疗与健康行业模型排行榜（2026-08-22） | AITNT
Creator: LM Arena
License: https://creativecommons.org/licenses/by/4.0/
Keywords: Anthropic,医疗与健康行业,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医疗与健康行业🩺Medicine & Health

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

120.7K

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 - 21	claude-opus-4-7-high Anthropic · Proprietary	1520±10.0	4.5K 票votes	1520.000 [1510.0, 1530.0]	20.00 · 不稳Volatile	—	—
🥈	1 - 21	claude-opus-4-6-high Anthropic · Proprietary	1520±9.0	5.4K 票votes	1520.000 [1511.0, 1529.0]	20.00 · 不稳Volatile	—	—
🥉	1 - 26	claude-opus-4-6 Anthropic · Proprietary	1515±9.0	5.6K 票votes	1515.000 [1506.0, 1524.0]	25.00 · 不稳Volatile	$5 / $25	1M
4	1 - 28	claude-opus-4-7 Anthropic · Proprietary	1513±10.0	4.5K 票votes	1513.000 [1503.0, 1523.0]	27.00 · 不稳Volatile	$5 / $25	1M
5	1 - 55	claude-fable-5 Anthropic · Proprietary	1506±15.0	1.7K 票votes	1506.000 [1491.0, 1521.0]	54.00 · 不稳Volatile	—	—
6	1 - 75	claude-opus-5-max Anthropic · Proprietary	1498±19.0	1.0K 票votes	1498.000 [1479.0, 1517.0]	74.00 · 不稳Volatile	—	—
7	3 - 63	claude-opus-4-8 Anthropic · Proprietary	1497±11.0	3.3K 票votes	1497.000 [1486.0, 1508.0]	60.00 · 不稳Volatile	—	—
8	3 - 63	claude-opus-4-8-high Anthropic · Proprietary	1497±11.0	3.3K 票votes	1497.000 [1486.0, 1508.0]	60.00 · 不稳Volatile	—	—
9	3 - 73	claude-opus-5-high Anthropic · Proprietary	1495±14.0	2.1K 票votes	1495.000 [1481.0, 1509.0]	70.00 · 不稳Volatile	—	—
10	6 - 69	claude-sonnet-4-6 Anthropic · Proprietary	1492±9.0	5.0K 票votes	1492.000 [1483.0, 1501.0]	63.00 · 不稳Volatile	$3 / $15	1M
11	7 - 75	claude-opus-4-5-20251101 Anthropic · Proprietary	1487±9.0	4.7K 票votes	1487.000 [1478.0, 1496.0]	68.00 · 不稳Volatile	$5 / $25	200K
12	6 - 83	claude-opus-4-5-20251101-high-32k Anthropic · Proprietary	1486±13.0	2.4K 票votes	1486.000 [1473.0, 1499.0]	77.00 · 不稳Volatile	—	—
13	9 - 105	claude-sonnet-5-high Anthropic · Proprietary	1478±14.0	2.0K 票votes	1478.000 [1464.0, 1492.0]	96.00 · 不稳Volatile	—	—
14	10 - 98	claude-opus-4-1-20250805-thinking-16k Anthropic · Proprietary	1477±12.0	2.7K 票votes	1477.000 [1465.0, 1489.0]	88.00 · 不稳Volatile	$15 / $75	200K
15	18 - 104	claude-opus-4-1-20250805 Anthropic · Proprietary	1473±10.0	4.4K 票votes	1473.000 [1463.0, 1483.0]	86.00 · 不稳Volatile	$15 / $75	200K
16	19 - 104	claude-sonnet-4-5-20250929 Anthropic · Proprietary	1473±9.0	5.2K 票votes	1473.000 [1464.0, 1482.0]	85.00 · 不稳Volatile	$3 / $15	200K
17	22 - 109	claude-sonnet-4-5-20250929-high-32k Anthropic · Proprietary	1471±9.0	5.2K 票votes	1471.000 [1462.0, 1480.0]	87.00 · 不稳Volatile	—	—
18	65 - 147	claude-opus-4-20250514 Anthropic · Proprietary	1446±12.0	2.6K 票votes	1446.000 [1434.0, 1458.0]	82.00 · 不稳Volatile	$15 / $75	200K
19	71 - 153	claude-opus-4-20250514-thinking-16k Anthropic · Proprietary	1442±13.0	2.3K 票votes	1442.000 [1429.0, 1455.0]	82.00 · 不稳Volatile	$15 / $75	200K
20	97 - 169	claude-haiku-4-5-20251001 Anthropic · Proprietary	1425±8.0	8.1K 票votes	1425.000 [1417.0, 1433.0]	72.00 · 不稳Volatile	$1 / $5	200K
21	97 - 181	claude-sonnet-4-20250514 Anthropic · Proprietary	1420±13.0	2.4K 票votes	1420.000 [1407.0, 1433.0]	84.00 · 不稳Volatile	$3 / $15	1M
22	99 - 185	claude-sonnet-4-20250514-thinking-32k Anthropic · Proprietary	1416±13.0	2.2K 票votes	1416.000 [1403.0, 1429.0]	86.00 · 不稳Volatile	$3 / $15	1M
23	108 - 190	claude-3-7-sonnet-20250219-thinking-32k Anthropic · Proprietary	1409±13.0	2.3K 票votes	1409.000 [1396.0, 1422.0]	82.00 · 不稳Volatile	$3 / $15	200K
24	154 - 210	claude-3-5-sonnet-20241022 Anthropic · Proprietary	1385±10.0	4.6K 票votes	1385.000 [1375.0, 1395.0]	56.00 · 不稳Volatile	$3 / $15	200K
25	155 - 220	claude-3-7-sonnet-20250219 Anthropic · Proprietary	1380±13.0	2.3K 票votes	1380.000 [1367.0, 1393.0]	65.00 · 不稳Volatile	$3 / $15	200K
26	185 - 250	claude-3-5-sonnet-20240620 Anthropic · Proprietary	1349±12.0	4.5K 票votes	1349.000 [1337.0, 1361.0]	65.00 · 不稳Volatile	$3 / $15	200K
27	185 - 252	claude-3-5-haiku-20241022 Anthropic · Proprietary	1345±11.0	3.7K 票votes	1345.000 [1334.0, 1356.0]	67.00 · 不稳Volatile	$0.80 / $4	200K
28	196 - 260	claude-3-opus-20240229 Anthropic · Proprietary	1334±10.0	10.3K 票votes	1334.000 [1324.0, 1344.0]	64.00 · 不稳Volatile	$15 / $75	200K
29	236 - 287	claude-3-sonnet-20240229 Anthropic · Proprietary	1298±12.0	5.9K 票votes	1298.000 [1286.0, 1310.0]	51.00 · 不稳Volatile	$3 / $15	200K
30	256 - 296	claude-3-haiku-20240307 Anthropic · Proprietary	1279±11.0	6.4K 票votes	1279.000 [1268.0, 1290.0]	40.00 · 不稳Volatile	$0.25 / $1.25	200K

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