AI 文档理解模型排行榜

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评测来源 Arena · 文档原榜发布 2026-11-06查看原榜评分方法

Arena · 文档 · Arena Score
排名	模型 / 开发机构	Arena Score	投票	95% CI	许可	详情
01	Claude Fable 5 (High)Anthropic	1499Arena Score	投票12600	95% CI1493–1506	许可Proprietary	投票1260095% CI1493–1506许可Proprietary	来源
02	Claude Fable 5.1 (Max)Anthropic	1499Arena Score	投票1476	95% CI1484–1514	许可Proprietary	投票147695% CI1484–1514许可Proprietary	来源
03	Claude Opus 4.6 (High)Anthropic	1496Arena Score	投票29695	95% CI1490–1503	许可Proprietary	投票2969595% CI1490–1503许可Proprietary	来源
04	Claude Opus 4.6Anthropic	1495Arena Score	投票47778	95% CI1490–1501	许可Proprietary	投票4777895% CI1490–1501许可Proprietary	来源
05	Claude Opus 4.7Anthropic	1495Arena Score	投票23830	95% CI1488–1501	许可Proprietary	投票2383095% CI1488–1501许可Proprietary	来源
06	Claude Opus 4.7 (High)Anthropic	1494Arena Score	投票23567	95% CI1488–1501	许可Proprietary	投票2356795% CI1488–1501许可Proprietary	来源
07	GPT-5.6 Sol (xHigh)OpenAI	1486Arena Score	投票9782	95% CI1479–1493	许可Proprietary	投票978295% CI1479–1493许可Proprietary	来源
08	Claude Opus 5 (High)Anthropic	1486Arena Score	投票16659	95% CI1480–1491	许可Proprietary	投票1665995% CI1480–1491许可Proprietary	来源
09	Claude Opus 4.8 (High)Anthropic	1486Arena Score	投票12180	95% CI1479–1492	许可Proprietary	投票1218095% CI1479–1492许可Proprietary	来源
10	GPT-5.5 (High)OpenAI	1482Arena Score	投票27774	95% CI1477–1487	许可Proprietary	投票2777495% CI1477–1487许可Proprietary	来源
11	GPT-5.5OpenAI	1480Arena Score	投票28182	95% CI1474–1485	许可Proprietary	投票2818295% CI1474–1485许可Proprietary	来源
12	Muse Spark 1.1Meta	1479Arena Score	投票9166	95% CI1472–1486	许可Proprietary	投票916695% CI1472–1486许可Proprietary	来源
13	Claude Sonnet 4.6Anthropic	1478Arena Score	投票61511	95% CI1472–1484	许可Proprietary	投票6151195% CI1472–1484许可Proprietary	来源
14	GPT-6 Astra (Max)OpenAI	1477Arena Score	投票5842	95% CI1469–1486	许可Proprietary	投票584295% CI1469–1486许可Proprietary	来源
15	Claude Opus 4.8Anthropic	1476Arena Score	投票14938	95% CI1469–1482	许可Proprietary	投票1493895% CI1469–1482许可Proprietary	来源
16	Muse Spark 1.3 (Max)Meta	1474Arena Score	投票7332	95% CI1467–1482	许可Proprietary	投票733295% CI1467–1482许可Proprietary	来源
17	GPT-5.6 Terra (xHigh)OpenAI	1474Arena Score	投票11769	95% CI1468–1480	许可Proprietary	投票1176995% CI1468–1480许可Proprietary	来源
18	GPT-5.4OpenAI	1471Arena Score	投票35425	95% CI1465–1477	许可Proprietary	投票3542595% CI1465–1477许可Proprietary	来源
19	Claude Sonnet 5 (High)Anthropic	1469Arena Score	投票11270	95% CI1463–1476	许可Proprietary	投票1127095% CI1463–1476许可Proprietary	来源
20	Gemini 3.8 Flash (High)Google	1469Arena Score	投票7085	95% CI1461–1477	许可Proprietary	投票708595% CI1461–1477许可Proprietary	来源
21	Gemini 3.7 Flash (High)Google	1468Arena Score	投票7830	95% CI1460–1476	许可Proprietary	投票783095% CI1460–1476许可Proprietary	来源
22	Claude Opus 4.5 (20251101)Anthropic	1468Arena Score	投票8364	95% CI1458–1478	许可Proprietary	投票836495% CI1458–1478许可Proprietary	来源
23	Muse SparkMeta	1466Arena Score	投票1130	95% CI1448–1484	许可Proprietary	投票113095% CI1448–1484许可Proprietary	来源
24	Grok 4.5xAI	1466Arena Score	投票7589	95% CI1459–1474	许可Proprietary	投票758995% CI1459–1474许可Proprietary	来源
25	GPT-5.6 Luna (xHigh)OpenAI	1460Arena Score	投票9023	95% CI1453–1467	许可Proprietary	投票902395% CI1453–1467许可Proprietary	来源
26	GPT-5.5 InstantOpenAI	1459Arena Score	投票8884	95% CI1451–1468	许可Proprietary	投票888495% CI1451–1468许可Proprietary	来源
27	Gemini 3.1 Pro PreviewGoogle	1459Arena Score	投票52634	95% CI1454–1464	许可Proprietary	投票5263495% CI1454–1464许可Proprietary	来源
28	Gemini 3.5 Flash (Medium)Google	1458Arena Score	投票6908	95% CI1451–1466	许可Proprietary	投票690895% CI1451–1466许可Proprietary	来源
29	Gemini 3.5 Flash (High)Google	1455Arena Score	投票4292	95% CI1445–1464	许可Proprietary	投票429295% CI1445–1464许可Proprietary	来源
30	Gemini 3.6 Flash (High)Google	1454Arena Score	投票3075	95% CI1443–1464	许可Proprietary	投票307595% CI1443–1464许可Proprietary	来源
31	Grok 4.6 (High)xAI	1453Arena Score	投票7793	95% CI1445–1460	许可Proprietary	投票779395% CI1445–1460许可Proprietary	来源
32	Gemma 4 31BGoogle	1451Arena Score	投票15568	95% CI1444–1458	许可Apache 2.0	投票1556895% CI1444–1458许可Apache 2.0	来源
33	Gemini 3 ProGoogle	1451Arena Score	投票11416	95% CI1442–1460	许可Proprietary	投票1141695% CI1442–1460许可Proprietary	来源
34	Kimi K2.6Moonshot AI	1451Arena Score	投票11909	95% CI1443–1458	许可Modified MIT	投票1190995% CI1443–1458许可Modified MIT	来源
35	Claude Sonnet 4.5 (20250929)Anthropic	1448Arena Score	投票33166	95% CI1442–1454	许可Proprietary	投票3316695% CI1442–1454许可Proprietary	来源
36	Qwen3.7-PlusAlibaba	1446Arena Score	投票7511	95% CI1439–1453	许可Proprietary	投票751195% CI1439–1453许可Proprietary	来源
37	Grok 4.20 Beta (Reasoning, 0309)xAI	1439Arena Score	投票22111	95% CI1433–1446	许可Proprietary	投票2211195% CI1433–1446许可Proprietary	来源
38	Gemini 3 FlashGoogle	1439Arena Score	投票7593	95% CI1430–1449	许可Proprietary	投票759395% CI1430–1449许可Proprietary	来源
39	Kimi K2.5 (Thinking)Moonshot AI	1437Arena Score	投票22770	95% CI1430–1444	许可Modified MIT	投票2277095% CI1430–1444许可Modified MIT	来源
40	MiniMax-M3MiniMax	1435Arena Score	投票6669	95% CI1427–1444	许可MiniMax Community License	投票666995% CI1427–1444许可MiniMax Community License	来源
41	Gemini 2.5 ProGoogle	1432Arena Score	投票26818	95% CI1426–1438	许可Proprietary	投票2681895% CI1426–1438许可Proprietary	来源
42	GPT-5.2OpenAI	1425Arena Score	投票29918	95% CI1419–1431	许可Proprietary	投票2991895% CI1419–1431许可Proprietary	来源
43	GPT-5.2 (High)OpenAI	1421Arena Score	投票7584	95% CI1412–1431	许可Proprietary	投票758495% CI1412–1431许可Proprietary	来源
44	Claude Haiku 4.5 (20251001)Anthropic	1419Arena Score	投票39771	95% CI1413–1424	许可Proprietary	投票3977195% CI1413–1424许可Proprietary	来源
45	GPT-5.1OpenAI	1416Arena Score	投票8773	95% CI1407–1425	许可Proprietary	投票877395% CI1407–1425许可Proprietary	来源
46	GLM-5V-TurboZ.ai	1407Arena Score	投票9263	95% CI1399–1414	许可Proprietary	投票926395% CI1399–1414许可Proprietary	来源

Arena Score