Name: Anthropic 专家评测模型排行榜（2026-08-22） | AITNT
Creator: LM Arena
License: https://creativecommons.org/licenses/by/4.0/
Keywords: Anthropic,专家评测,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专家评测😤Expert

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

137.0K

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 - 13	claude-fable-5 Anthropic · Proprietary	1548±12.0	2.7K 票votes	1548.000 [1536.0, 1560.0]	12.00 · 不稳Volatile	—	—
🥈	1 - 11	claude-opus-4-6-high Anthropic · Proprietary	1546±9.0	6.4K 票votes	1546.000 [1537.0, 1555.0]	10.00 · 波动Unstable	—	—
🥉	1 - 15	claude-opus-5-high Anthropic · Proprietary	1541±12.0	3.1K 票votes	1541.000 [1529.0, 1553.0]	14.00 · 不稳Volatile	—	—
4	1 - 16	claude-opus-4-6 Anthropic · Proprietary	1534±8.0	7.7K 票votes	1534.000 [1526.0, 1542.0]	15.00 · 不稳Volatile	$5 / $25	1M
5	1 - 16	claude-opus-4-7 Anthropic · Proprietary	1534±8.0	6.5K 票votes	1534.000 [1526.0, 1542.0]	15.00 · 不稳Volatile	$5 / $25	1M
6	1 - 17	claude-opus-4-7-high Anthropic · Proprietary	1533±9.0	6.2K 票votes	1533.000 [1524.0, 1542.0]	16.00 · 不稳Volatile	—	—
7	2 - 23	claude-opus-4-8-high Anthropic · Proprietary	1527±9.0	4.8K 票votes	1527.000 [1518.0, 1536.0]	21.00 · 不稳Volatile	—	—
8	7 - 44	claude-opus-4-8 Anthropic · Proprietary	1515±9.0	4.9K 票votes	1515.000 [1506.0, 1524.0]	37.00 · 不稳Volatile	—	—
9	3 - 53	claude-opus-5-max Anthropic · Proprietary	1514±16.0	1.5K 票votes	1514.000 [1498.0, 1530.0]	50.00 · 不稳Volatile	—	—
10	7 - 53	claude-sonnet-5-high Anthropic · Proprietary	1509±11.0	3.0K 票votes	1509.000 [1498.0, 1520.0]	46.00 · 不稳Volatile	—	—
11	8 - 52	claude-sonnet-4-6 Anthropic · Proprietary	1508±8.0	6.7K 票votes	1508.000 [1500.0, 1516.0]	44.00 · 不稳Volatile	$3 / $15	1M
12	9 - 54	claude-opus-4-5-20251101 Anthropic · Proprietary	1504±9.0	5.3K 票votes	1504.000 [1495.0, 1513.0]	45.00 · 不稳Volatile	$5 / $25	200K
13	9 - 64	claude-opus-4-5-20251101-high-32k Anthropic · Proprietary	1500±12.0	2.3K 票votes	1500.000 [1488.0, 1512.0]	55.00 · 不稳Volatile	—	—
14	11 - 60	claude-sonnet-4-5-20250929-high-32k Anthropic · Proprietary	1499±8.0	5.7K 票votes	1499.000 [1491.0, 1507.0]	49.00 · 不稳Volatile	—	—
15	23 - 86	claude-sonnet-4-5-20250929 Anthropic · Proprietary	1484±8.0	5.8K 票votes	1484.000 [1476.0, 1492.0]	63.00 · 不稳Volatile	$3 / $15	200K
16	22 - 88	claude-opus-4-1-20250805-thinking-16k Anthropic · Proprietary	1483±12.0	2.5K 票votes	1483.000 [1471.0, 1495.0]	66.00 · 不稳Volatile	$15 / $75	200K
17	41 - 109	claude-opus-4-1-20250805 Anthropic · Proprietary	1467±9.0	4.1K 票votes	1467.000 [1458.0, 1476.0]	68.00 · 不稳Volatile	$15 / $75	200K
18	68 - 127	claude-haiku-4-5-20251001 Anthropic · Proprietary	1453±7.0	10.4K 票votes	1453.000 [1446.0, 1460.0]	59.00 · 不稳Volatile	$1 / $5	200K
19	66 - 141	claude-opus-4-20250514-thinking-16k Anthropic · Proprietary	1449±14.0	1.8K 票votes	1449.000 [1435.0, 1463.0]	75.00 · 不稳Volatile	$15 / $75	200K
20	81 - 153	claude-sonnet-4-20250514-thinking-32k Anthropic · Proprietary	1436±14.0	1.7K 票votes	1436.000 [1422.0, 1450.0]	72.00 · 不稳Volatile	$3 / $15	1M
21	88 - 153	claude-opus-4-20250514 Anthropic · Proprietary	1434±12.0	2.3K 票votes	1434.000 [1422.0, 1446.0]	65.00 · 不稳Volatile	$15 / $75	200K
22	113 - 179	claude-3-7-sonnet-20250219-thinking-32k Anthropic · Proprietary	1412±14.0	1.9K 票votes	1412.000 [1398.0, 1426.0]	66.00 · 不稳Volatile	$3 / $15	200K
23	127 - 190	claude-sonnet-4-20250514 Anthropic · Proprietary	1399±13.0	2.1K 票votes	1399.000 [1386.0, 1412.0]	63.00 · 不稳Volatile	$3 / $15	1M
24	136 - 197	claude-3-7-sonnet-20250219 Anthropic · Proprietary	1390±13.0	2.2K 票votes	1390.000 [1377.0, 1403.0]	61.00 · 不稳Volatile	$3 / $15	200K
25	160 - 205	claude-3-5-sonnet-20241022 Anthropic · Proprietary	1371±9.0	5.1K 票votes	1371.000 [1362.0, 1380.0]	45.00 · 不稳Volatile	$3 / $15	200K
26	186 - 228	claude-3-5-sonnet-20240620 Anthropic · Proprietary	1343±11.0	4.3K 票votes	1343.000 [1332.0, 1354.0]	42.00 · 不稳Volatile	$3 / $15	200K
27	201 - 252	claude-3-opus-20240229 Anthropic · Proprietary	1317±9.0	10.4K 票votes	1317.000 [1308.0, 1326.0]	51.00 · 不稳Volatile	$15 / $75	200K
28	203 - 256	claude-3-5-haiku-20241022 Anthropic · Proprietary	1315±11.0	3.6K 票votes	1315.000 [1304.0, 1326.0]	53.00 · 不稳Volatile	$0.80 / $4	200K
29	237 - 286	claude-3-sonnet-20240229 Anthropic · Proprietary	1272±12.0	5.6K 票votes	1272.000 [1260.0, 1284.0]	49.00 · 不稳Volatile	$3 / $15	200K
30	256 - 300	claude-3-haiku-20240307 Anthropic · Proprietary	1252±11.0	6.3K 票votes	1252.000 [1241.0, 1263.0]	44.00 · 不稳Volatile	$0.25 / $1.25	200K

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