Name: Anthropic 数据分析网站开发模型排行榜（2026-07-25） | AITNT
Creator: LM Arena
License: https://creativecommons.org/licenses/by/4.0/
Keywords: Anthropic,数据分析,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数据分析📊Data Analytics

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。

2026-07-25

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上榜模型Models

参赛厂商Providers

42.7K

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
🥇	2 - 6	claude-fable-5 Anthropic · Proprietary	1558±18.0	1.2K 票votes	1558.000 [1540.0, 1576.0]	4.00 · 稳定Stable	—	—
🥈	4 - 17	claude-opus-4-7-thinking Anthropic · Proprietary	1528±11.0	3.3K 票votes	1528.000 [1517.0, 1539.0]	13.00 · 不稳Volatile	$5 / $25	1M
🥉	3 - 17	claude-opus-4-8-thinking Anthropic · Proprietary	1527±14.0	2.5K 票votes	1527.000 [1513.0, 1541.0]	14.00 · 不稳Volatile	—	—
4	4 - 17	claude-opus-4-7 Anthropic · Proprietary	1527±12.0	2.9K 票votes	1527.000 [1515.0, 1539.0]	13.00 · 不稳Volatile	$5 / $25	1M
5	5 - 20	claude-sonnet-4-6 Anthropic · Proprietary	1517±10.0	4.6K 票votes	1517.000 [1507.0, 1527.0]	15.00 · 不稳Volatile	$3 / $15	1M
6	5 - 20	claude-opus-4-6-thinking Anthropic · Proprietary	1515±11.0	3.7K 票votes	1515.000 [1504.0, 1526.0]	15.00 · 不稳Volatile	$5 / $25	1M
7	5 - 20	claude-opus-4-6 Anthropic · Proprietary	1515±10.0	4.1K 票votes	1515.000 [1505.0, 1525.0]	15.00 · 不稳Volatile	$5 / $25	1M
8	5 - 24	claude-opus-4-8 Anthropic · Proprietary	1507±15.0	1.9K 票votes	1507.000 [1492.0, 1522.0]	19.00 · 不稳Volatile	—	—
9	5 - 25	claude-sonnet-5-high Anthropic · Proprietary	1500±21.0	847 票votes	1500.000 [1479.0, 1521.0]	20.00 · 不稳Volatile	—	—
10	8 - 25	claude-opus-4-5-20251101-thinking-32k Anthropic · Proprietary	1496±15.0	2.4K 票votes	1496.000 [1481.0, 1511.0]	17.00 · 不稳Volatile	$5 / $25	200K
11	21 - 43	claude-opus-4-5-20251101 Anthropic · Proprietary	1447±13.0	2.9K 票votes	1447.000 [1434.0, 1460.0]	22.00 · 不稳Volatile	$5 / $25	200K
12	39 - 63	claude-sonnet-4-5-20250929-thinking-32k Anthropic · Proprietary	1395±14.0	2.6K 票votes	1395.000 [1381.0, 1409.0]	24.00 · 不稳Volatile	$3 / $15	200K
13	40 - 65	claude-sonnet-4-5-20250929 Anthropic · Proprietary	1387±13.0	3.1K 票votes	1387.000 [1374.0, 1400.0]	25.00 · 不稳Volatile	$3 / $15	200K
14	44 - 75	claude-opus-4-1-20250805 Anthropic · Proprietary	1369±21.0	1.1K 票votes	1369.000 [1348.0, 1390.0]	31.00 · 不稳Volatile	$15 / $75	200K
15	62 - 82	claude-haiku-4-5-20251001 Anthropic · Proprietary	1338±9.0	5.5K 票votes	1338.000 [1329.0, 1347.0]	20.00 · 不稳Volatile	$1 / $5	200K

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