Name: Anthropic 生命与社会科学行业模型排行榜（2026-08-22） | AITNT
Creator: LM Arena
License: https://creativecommons.org/licenses/by/4.0/
Keywords: Anthropic,生命与社科行业,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生命与社科行业🔬Life & Sciences

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

323.7K

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 - 11	claude-opus-4-6-high Anthropic · Proprietary	1528±7.0	11.9K 票votes	1528.000 [1521.0, 1535.0]	10.00 · 波动Unstable	—	—
🥈	1 - 15	claude-fable-5 Anthropic · Proprietary	1527±10.0	3.9K 票votes	1527.000 [1517.0, 1537.0]	14.00 · 不稳Volatile	—	—
🥉	1 - 11	claude-opus-4-7-high Anthropic · Proprietary	1525±7.0	10.1K 票votes	1525.000 [1518.0, 1532.0]	10.00 · 波动Unstable	—	—
4	1 - 16	claude-opus-4-6 Anthropic · Proprietary	1519±6.0	12.7K 票votes	1519.000 [1513.0, 1525.0]	15.00 · 不稳Volatile	$5 / $25	1M
5	1 - 25	claude-opus-5-high Anthropic · Proprietary	1514±9.0	4.8K 票votes	1514.000 [1505.0, 1523.0]	24.00 · 不稳Volatile	—	—
6	1 - 31	claude-opus-5-max Anthropic · Proprietary	1513±13.0	2.2K 票votes	1513.000 [1500.0, 1526.0]	30.00 · 不稳Volatile	—	—
7	3 - 26	claude-opus-4-7 Anthropic · Proprietary	1511±7.0	10.4K 票votes	1511.000 [1504.0, 1518.0]	23.00 · 不稳Volatile	$5 / $25	1M
8	5 - 37	claude-opus-4-8-high Anthropic · Proprietary	1505±8.0	7.2K 票votes	1505.000 [1497.0, 1513.0]	32.00 · 不稳Volatile	—	—
9	6 - 45	claude-sonnet-4-6 Anthropic · Proprietary	1501±7.0	10.8K 票votes	1501.000 [1494.0, 1508.0]	39.00 · 不稳Volatile	$3 / $15	1M
10	6 - 48	claude-opus-4-8 Anthropic · Proprietary	1499±8.0	7.4K 票votes	1499.000 [1491.0, 1507.0]	42.00 · 不稳Volatile	—	—
11	12 - 60	claude-opus-4-5-20251101-high-32k Anthropic · Proprietary	1489±8.0	5.9K 票votes	1489.000 [1481.0, 1497.0]	48.00 · 不稳Volatile	—	—
12	15 - 60	claude-opus-4-5-20251101 Anthropic · Proprietary	1488±6.0	11.1K 票votes	1488.000 [1482.0, 1494.0]	45.00 · 不稳Volatile	$5 / $25	200K
13	13 - 64	claude-sonnet-5-high Anthropic · Proprietary	1487±9.0	4.5K 票votes	1487.000 [1478.0, 1496.0]	51.00 · 不稳Volatile	—	—
14	37 - 82	claude-sonnet-4-5-20250929 Anthropic · Proprietary	1472±6.0	13.2K 票votes	1472.000 [1466.0, 1478.0]	45.00 · 不稳Volatile	$3 / $15	200K
15	40 - 87	claude-sonnet-4-5-20250929-high-32k Anthropic · Proprietary	1470±6.0	13.2K 票votes	1470.000 [1464.0, 1476.0]	47.00 · 不稳Volatile	—	—
16	39 - 92	claude-opus-4-1-20250805-thinking-16k Anthropic · Proprietary	1470±7.0	8.0K 票votes	1470.000 [1463.0, 1477.0]	53.00 · 不稳Volatile	$15 / $75	200K
17	50 - 99	claude-opus-4-1-20250805 Anthropic · Proprietary	1464±6.0	12.2K 票votes	1464.000 [1458.0, 1470.0]	49.00 · 不稳Volatile	$15 / $75	200K
18	87 - 141	claude-opus-4-20250514-thinking-16k Anthropic · Proprietary	1437±8.0	6.0K 票votes	1437.000 [1429.0, 1445.0]	54.00 · 不稳Volatile	$15 / $75	200K
19	101 - 147	claude-haiku-4-5-20251001 Anthropic · Proprietary	1430±5.0	19.7K 票votes	1430.000 [1425.0, 1435.0]	46.00 · 不稳Volatile	$1 / $5	200K
20	99 - 152	claude-opus-4-20250514 Anthropic · Proprietary	1429±8.0	7.1K 票votes	1429.000 [1421.0, 1437.0]	53.00 · 不稳Volatile	$15 / $75	200K
21	118 - 168	claude-sonnet-4-20250514-thinking-32k Anthropic · Proprietary	1415±8.0	5.7K 票votes	1415.000 [1407.0, 1423.0]	50.00 · 不稳Volatile	$3 / $15	1M
22	127 - 173	claude-sonnet-4-20250514 Anthropic · Proprietary	1410±8.0	6.5K 票votes	1410.000 [1402.0, 1418.0]	46.00 · 不稳Volatile	$3 / $15	1M
23	136 - 181	claude-3-7-sonnet-20250219-thinking-32k Anthropic · Proprietary	1403±8.0	6.8K 票votes	1403.000 [1395.0, 1411.0]	45.00 · 不稳Volatile	$3 / $15	200K
24	163 - 204	claude-3-7-sonnet-20250219 Anthropic · Proprietary	1384±8.0	7.5K 票votes	1384.000 [1376.0, 1392.0]	41.00 · 不稳Volatile	$3 / $15	200K
25	171 - 209	claude-3-5-sonnet-20241022 Anthropic · Proprietary	1377±6.0	15.7K 票votes	1377.000 [1371.0, 1383.0]	38.00 · 不稳Volatile	$3 / $15	200K
26	185 - 235	claude-3-5-sonnet-20240620 Anthropic · Proprietary	1357±7.0	13.7K 票votes	1357.000 [1350.0, 1364.0]	50.00 · 不稳Volatile	$3 / $15	200K
27	203 - 254	claude-3-5-haiku-20241022 Anthropic · Proprietary	1342±6.0	12.0K 票votes	1342.000 [1336.0, 1348.0]	51.00 · 不稳Volatile	$0.80 / $4	200K
28	208 - 260	claude-3-opus-20240229 Anthropic · Proprietary	1339±6.0	33.8K 票votes	1339.000 [1333.0, 1345.0]	52.00 · 不稳Volatile	$15 / $75	200K
29	257 - 291	claude-3-sonnet-20240229 Anthropic · Proprietary	1299±8.0	19.1K 票votes	1299.000 [1291.0, 1307.0]	34.00 · 不稳Volatile	$3 / $15	200K
30	284 - 305	claude-3-haiku-20240307 Anthropic · Proprietary	1273±7.0	20.6K 票votes	1273.000 [1266.0, 1280.0]	21.00 · 不稳Volatile	$0.25 / $1.25	200K

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