Name: Google 中文能力模型排行榜（2026-06-03） | AITNT
Creator: LM Arena
License: https://creativecommons.org/licenses/by/4.0/
Keywords: Google,中文榜,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中文榜🇨🇳Chinese

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。

2026-06-03

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上榜模型Models

参赛厂商Providers

47.0K

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
🥇	11 - 113	gemma-4-31b Google · Apache 2.0	1478±30.0	366 票votes	1478.000 [1448.0, 1508.0]	102.00 · 不稳Volatile	$0.14 / $0.40	262.1K
🥈	13 - 117	gemma-4-26b-a4b Google · Apache 2.0	1476±30.0	383 票votes	1476.000 [1446.0, 1506.0]	104.00 · 不稳Volatile	N/A	N/A
🥉	136 - 185	gemma-3-27b-it Google · Gemma	1374±13.0	2.3K 票votes	1374.000 [1361.0, 1387.0]	49.00 · 不稳Volatile	$0.08 / $0.16	131.1K
4	1 - 17	gemini-3-pro Google · Proprietary	1351±21.0	1.4K 票votes	1351.000 [1330.0, 1372.0]	16.00 · 不稳Volatile	$2 / $12	1M
5	1 - 17	gemini-3.1-pro-preview Google · Proprietary	1349±21.0	1.4K 票votes	1349.000 [1328.0, 1370.0]	16.00 · 不稳Volatile	$2 / $12	1M
6	166 - 223	gemma-3n-e4b-it Google · Gemma	1333±17.0	1.2K 票votes	1333.000 [1316.0, 1350.0]	57.00 · 不稳Volatile	$0.06 / $0.12	32.8K
7	1 - 34	gemini-3-flash Google · Proprietary	1322±20.0	1.4K 票votes	1322.000 [1302.0, 1342.0]	33.00 · 不稳Volatile	$0.50 / $3	1M
8	1 - 36	gemini-3-flash (thinking-minimal) Google · Proprietary	1317±21.0	1.3K 票votes	1317.000 [1296.0, 1338.0]	35.00 · 不稳Volatile	$0.50 / $3	1M
9	1 - 37	gemma-4-31b Google · Apache 2.0	1312±20.0	1.6K 票votes	1312.000 [1292.0, 1332.0]	36.00 · 不稳Volatile	$0.14 / $0.40	262.1K
10	4 - 43	gemma-4-26b-a4b Google · Apache 2.0	1301±24.0	971 票votes	1301.000 [1277.0, 1325.0]	39.00 · 不稳Volatile	N/A	N/A
11	201 - 244	gemma-2-27b-it Google · Gemma license	1298±9.0	6.9K 票votes	1298.000 [1289.0, 1307.0]	43.00 · 不稳Volatile	$0.65 / $0.65	8.2K
12	9 - 49	gemini-3.1-flash-lite-preview Google · Proprietary	1278±23.0	1.1K 票votes	1278.000 [1255.0, 1301.0]	40.00 · 不稳Volatile	$0.25 / $1.50	1M
13	15 - 49	gemini-2.5-pro Google · Proprietary	1265±17.0	3.0K 票votes	1265.000 [1248.0, 1282.0]	34.00 · 不稳Volatile	$1.25 / $10	1M
14	232 - 270	gemma-2-9b-it Google · Gemma license	1263±10.0	5.0K 票votes	1263.000 [1253.0, 1273.0]	38.00 · 不稳Volatile	$0.03 / $0.09	8.2K
15	13 - 56	gemini-2.5-flash-preview-09-2025 Google · Proprietary	1258±30.0	390 票votes	1258.000 [1228.0, 1288.0]	43.00 · 不稳Volatile	$0.30 / $2.50	1M
16	21 - 54	gemini-2.5-flash Google · Proprietary	1254±17.0	2.5K 票votes	1254.000 [1237.0, 1271.0]	33.00 · 不稳Volatile	$0.30 / $2.50	1M
17	41 - 66	gemini-2.5-flash-lite-preview-09-2025-no-thinking Google · Proprietary	1205±29.0	405 票votes	1205.000 [1176.0, 1234.0]	25.00 · 不稳Volatile	$0.10 / $0.40	1M
18	38 - 71	gemini-1.5-pro-002 Google · Proprietary	1198±42.0	395 票votes	1198.000 [1156.0, 1240.0]	33.00 · 不稳Volatile	$3.50 / $10.50	2.1M
19	269 - 297	gemma-2-2b-it Google · Gemma license	1198±11.0	3.8K 票votes	1198.000 [1187.0, 1209.0]	28.00 · 不稳Volatile	N/A	N/A
20	47 - 70	gemini-2.5-flash-lite-preview-06-17-thinking Google · Proprietary	1188±23.0	1.0K 票votes	1188.000 [1165.0, 1211.0]	23.00 · 不稳Volatile	$0.10 / $0.40	1M
21	279 - 304	gemma-1.1-7b-it Google · Gemma license	1176±13.0	3.2K 票votes	1176.000 [1163.0, 1189.0]	25.00 · 不稳Volatile	$0.03 / $0.09	8.2K
22	51 - 73	gemma-3-27b-it Google · Gemma	1169±25.0	736 票votes	1169.000 [1144.0, 1194.0]	22.00 · 不稳Volatile	$0.08 / $0.16	131.1K
23	51 - 76	gemini-2.0-flash-001 Google · Proprietary	1164±33.0	338 票votes	1164.000 [1131.0, 1197.0]	25.00 · 不稳Volatile	$0.10 / $0.40	1M
24	294 - 319	gemma-1.1-2b-it Google · Gemma license	1138±18.0	1.3K 票votes	1138.000 [1120.0, 1156.0]	25.00 · 不稳Volatile	N/A	N/A
25	293 - 319	gemma-7b-it Google · Gemma license	1137±20.0	1.0K 票votes	1137.000 [1117.0, 1157.0]	26.00 · 不稳Volatile	$0.05 / $0.08	8.2K
26	56 - 81	gemini-1.5-flash-002 Google · Proprietary	1127±42.0	370 票votes	1127.000 [1085.0, 1169.0]	25.00 · 不稳Volatile	$0.07 / $0.30	1M
27	301 - 326	gemma-2b-it Google · Gemma license	1101±25.0	598 票votes	1101.000 [1076.0, 1126.0]	25.00 · 不稳Volatile	$0.10 / $0.10	N/A
28	61 - 89	gemini-2.0-flash-lite-preview-02-05 Google · Proprietary	1076±60.0	98 票votes	1076.000 [1016.0, 1136.0]	28.00 · 不稳Volatile	$0.07 / $0.30	1M
29	68 - 87	gemini-1.5-pro-001 Google · Proprietary	1069±38.0	1.2K 票votes	1069.000 [1031.0, 1107.0]	19.00 · 不稳Volatile	$3.50 / $10.50	2.1M
30	73 - 94	gemini-1.5-flash-001 Google · Proprietary	1025±39.0	950 票votes	1025.000 [986.0, 1064.0]	21.00 · 不稳Volatile	$0.07 / $0.30	1M
31	74 - 94	gemini-1.5-flash-8b-001 Google · Proprietary	1016±43.0	332 票votes	1016.000 [973.0, 1059.0]	20.00 · 不稳Volatile	$0.07 / $0.30	1M

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