Name: Anthropic 软件与 IT 行业模型排行榜（2026-08-22） | AITNT
Creator: LM Arena
License: https://creativecommons.org/licenses/by/4.0/
Keywords: Anthropic,软件&IT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软件&IT行业💻Software & IT

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

659.3K

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 - 8	claude-opus-4-7-high Anthropic · Proprietary	1541±5.0	24.3K 票votes	1541.000 [1536.0, 1546.0]	7.00 · 波动Unstable	—	—
🥈	1 - 8	claude-opus-4-6-high Anthropic · Proprietary	1540±5.0	27.6K 票votes	1540.000 [1535.0, 1545.0]	7.00 · 波动Unstable	—	—
🥉	1 - 9	claude-fable-5 Anthropic · Proprietary	1539±7.0	9.4K 票votes	1539.000 [1532.0, 1546.0]	8.00 · 波动Unstable	—	—
4	1 - 9	claude-opus-4-6 Anthropic · Proprietary	1535±5.0	30.0K 票votes	1535.000 [1530.0, 1540.0]	8.00 · 波动Unstable	$5 / $25	1M
5	1 - 14	claude-opus-4-7 Anthropic · Proprietary	1531±5.0	24.5K 票votes	1531.000 [1526.0, 1536.0]	13.00 · 不稳Volatile	$5 / $25	1M
6	3 - 19	claude-opus-5-high Anthropic · Proprietary	1526±7.0	10.6K 票votes	1526.000 [1519.0, 1533.0]	16.00 · 不稳Volatile	—	—
7	5 - 23	claude-opus-4-8-high Anthropic · Proprietary	1522±6.0	17.8K 票votes	1522.000 [1516.0, 1528.0]	18.00 · 不稳Volatile	—	—
8	6 - 46	claude-opus-5-max Anthropic · Proprietary	1516±9.0	5.1K 票votes	1516.000 [1507.0, 1525.0]	40.00 · 不稳Volatile	—	—
9	7 - 36	claude-sonnet-4-6 Anthropic · Proprietary	1514±5.0	26.0K 票votes	1514.000 [1509.0, 1519.0]	29.00 · 不稳Volatile	$3 / $15	1M
10	7 - 41	claude-opus-4-8 Anthropic · Proprietary	1514±6.0	18.1K 票votes	1514.000 [1508.0, 1520.0]	34.00 · 不稳Volatile	—	—
11	8 - 47	claude-opus-4-5-20251101-high-32k Anthropic · Proprietary	1512±6.0	12.8K 票votes	1512.000 [1506.0, 1518.0]	39.00 · 不稳Volatile	—	—
12	11 - 54	claude-opus-4-5-20251101 Anthropic · Proprietary	1507±5.0	26.3K 票votes	1507.000 [1502.0, 1512.0]	43.00 · 不稳Volatile	$5 / $25	200K
13	11 - 58	claude-sonnet-5-high Anthropic · Proprietary	1505±7.0	10.9K 票votes	1505.000 [1498.0, 1512.0]	47.00 · 不稳Volatile	—	—
14	21 - 62	claude-sonnet-4-5-20250929-high-32k Anthropic · Proprietary	1500±4.0	30.1K 票votes	1500.000 [1496.0, 1504.0]	41.00 · 不稳Volatile	—	—
15	25 - 65	claude-sonnet-4-5-20250929 Anthropic · Proprietary	1498±4.0	29.8K 票votes	1498.000 [1494.0, 1502.0]	40.00 · 不稳Volatile	$3 / $15	200K
16	38 - 79	claude-opus-4-1-20250805-thinking-16k Anthropic · Proprietary	1491±5.0	17.1K 票votes	1491.000 [1486.0, 1496.0]	41.00 · 不稳Volatile	$15 / $75	200K
17	48 - 86	claude-opus-4-1-20250805 Anthropic · Proprietary	1486±4.0	26.5K 票votes	1486.000 [1482.0, 1490.0]	38.00 · 不稳Volatile	$15 / $75	200K
18	80 - 120	claude-opus-4-20250514-thinking-16k Anthropic · Proprietary	1466±6.0	12.3K 票votes	1466.000 [1460.0, 1472.0]	40.00 · 不稳Volatile	$15 / $75	200K
19	82 - 120	claude-haiku-4-5-20251001 Anthropic · Proprietary	1464±4.0	46.2K 票votes	1464.000 [1460.0, 1468.0]	38.00 · 不稳Volatile	$1 / $5	200K
20	108 - 151	claude-sonnet-4-20250514-thinking-32k Anthropic · Proprietary	1443±6.0	11.9K 票votes	1443.000 [1437.0, 1449.0]	43.00 · 不稳Volatile	$3 / $15	1M
21	113 - 152	claude-opus-4-20250514 Anthropic · Proprietary	1442±6.0	14.9K 票votes	1442.000 [1436.0, 1448.0]	39.00 · 不稳Volatile	$15 / $75	200K
22	135 - 174	claude-sonnet-4-20250514 Anthropic · Proprietary	1428±6.0	13.8K 票votes	1428.000 [1422.0, 1434.0]	39.00 · 不稳Volatile	$3 / $15	1M
23	146 - 186	claude-3-7-sonnet-20250219-thinking-32k Anthropic · Proprietary	1418±6.0	11.8K 票votes	1418.000 [1412.0, 1424.0]	40.00 · 不稳Volatile	$3 / $15	200K
24	164 - 195	claude-3-5-sonnet-20241022 Anthropic · Proprietary	1408±5.0	25.3K 票votes	1408.000 [1403.0, 1413.0]	31.00 · 不稳Volatile	$3 / $15	200K
25	165 - 197	claude-3-7-sonnet-20250219 Anthropic · Proprietary	1406±6.0	13.1K 票votes	1406.000 [1400.0, 1412.0]	32.00 · 不稳Volatile	$3 / $15	200K
26	194 - 228	claude-3-5-sonnet-20240620 Anthropic · Proprietary	1374±6.0	22.2K 票votes	1374.000 [1368.0, 1380.0]	34.00 · 不稳Volatile	$3 / $15	200K
27	206 - 239	claude-3-5-haiku-20241022 Anthropic · Proprietary	1365±5.0	20.1K 票votes	1365.000 [1360.0, 1370.0]	33.00 · 不稳Volatile	$0.80 / $4	200K
28	231 - 265	claude-3-opus-20240229 Anthropic · Proprietary	1341±5.0	55.0K 票votes	1341.000 [1336.0, 1346.0]	34.00 · 不稳Volatile	$15 / $75	200K
29	270 - 286	claude-3-sonnet-20240229 Anthropic · Proprietary	1307±6.0	31.4K 票votes	1307.000 [1301.0, 1313.0]	16.00 · 不稳Volatile	$3 / $15	200K
30	281 - 301	claude-3-haiku-20240307 Anthropic · Proprietary	1285±6.0	34.3K 票votes	1285.000 [1279.0, 1291.0]	20.00 · 不稳Volatile	$0.25 / $1.25	200K

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