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 2026-09-13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-5Anthropic	1499Arena Score	投票8497	95% CI1491–1507	许可Proprietary	投票849795% CI1491–1507许可Proprietary	详情
02	claude-opus-4-6-highAnthropic	1495Arena Score	投票27929	95% CI1489–1502	许可Proprietary	投票2792995% CI1489–1502许可Proprietary	详情
03	claude-opus-4-7Anthropic	1494Arena Score	投票22192	95% CI1488–1501	许可Proprietary	投票2219295% CI1488–1501许可Proprietary	详情
04	claude-opus-4-6Anthropic	1494Arena Score	投票41260	95% CI1488–1500	许可Proprietary	投票4126095% CI1488–1500许可Proprietary	详情
05	claude-opus-4-7-highAnthropic	1493Arena Score	投票21957	95% CI1486–1500	许可Proprietary	投票2195795% CI1486–1500许可Proprietary	详情
06	claude-fable-5.1-maxAnthropic	1493Arena Score	投票1403	95% CI1478–1508	许可Proprietary	投票140395% CI1478–1508许可Proprietary	详情
07	claude-opus-5-highAnthropic	1490Arena Score	投票8794	95% CI1483–1497	许可Proprietary	投票879495% CI1483–1497许可Proprietary	详情
08	gpt-5.6-sol-xhighOpenAI	1489Arena Score	投票4818	95% CI1480–1498	许可Proprietary	投票481895% CI1480–1498许可Proprietary	详情
09	claude-opus-4-8-highAnthropic	1486Arena Score	投票11551	95% CI1479–1493	许可Proprietary	投票1155195% CI1479–1493许可Proprietary	详情
10	gpt-5.5OpenAI	1483Arena Score	投票21279	95% CI1476–1489	许可Proprietary	投票2127995% CI1476–1489许可Proprietary	详情
11	gpt-5.5-highOpenAI	1480Arena Score	投票20944	95% CI1474–1487	许可Proprietary	投票2094495% CI1474–1487许可Proprietary	详情
12	muse-spark-1.1Meta	1479Arena Score	投票4885	95% CI1471–1488	许可Proprietary	投票488595% CI1471–1488许可Proprietary	详情
13	claude-sonnet-4-6Anthropic	1478Arena Score	投票57813	95% CI1472–1484	许可Proprietary	投票5781395% CI1472–1484许可Proprietary	详情
14	gpt-5.6-terra-xhighOpenAI	1477Arena Score	投票5787	95% CI1468–1485	许可Proprietary	投票578795% CI1468–1485许可Proprietary	详情
15	claude-sonnet-5-highAnthropic	1476Arena Score	投票7411	95% CI1468–1483	许可Proprietary	投票741195% CI1468–1483许可Proprietary	详情
16	claude-opus-4-8Anthropic	1475Arena Score	投票12128	95% CI1468–1482	许可Proprietary	投票1212895% CI1468–1482许可Proprietary	详情
17	gpt-6-astra-maxOpenAI	1473Arena Score	投票1621	95% CI1458–1487	许可Proprietary	投票162195% CI1458–1487许可Proprietary	详情
18	gpt-5.4OpenAI	1470Arena Score	投票33331	95% CI1464–1476	许可Proprietary	投票3333195% CI1464–1476许可Proprietary	详情
19	muse-spark-1.3-maxMeta	1468Arena Score	投票1006	95% CI1450–1486	许可Proprietary	投票100695% CI1450–1486许可Proprietary	详情
20	muse-sparkMeta	1467Arena Score	投票1084	95% CI1449–1486	许可Proprietary	投票108495% CI1449–1486许可Proprietary	详情
21	claude-opus-4-5-20251101Anthropic	1465Arena Score	投票7981	95% CI1454–1475	许可Proprietary	投票798195% CI1454–1475许可Proprietary	详情
22	grok-4.5xAI	1464Arena Score	投票4965	95% CI1456–1473	许可Proprietary	投票496595% CI1456–1473许可Proprietary	详情
23	gpt-5.6-luna-xhighOpenAI	1462Arena Score	投票5766	95% CI1454–1470	许可Proprietary	投票576695% CI1454–1470许可Proprietary	详情
24	grok-4.6-highxAI	1461Arena Score	投票2258	95% CI1449–1473	许可Proprietary	投票225895% CI1449–1473许可Proprietary	详情
25	gemini-3.5-flash-mediumGoogle	1461Arena Score	投票6500	95% CI1453–1468	许可Proprietary	投票650095% CI1453–1468许可Proprietary	详情
26	gpt-5.5-instantOpenAI	1460Arena Score	投票8497	95% CI1452–1469	许可Proprietary	投票849795% CI1452–1469许可Proprietary	详情
27	gemini-3.1-pro-previewGoogle	1459Arena Score	投票49457	95% CI1454–1464	许可Proprietary	投票4945795% CI1454–1464许可Proprietary	详情
28	gemini-3.6-flash-highGoogle	1453Arena Score	投票2975	95% CI1443–1464	许可Proprietary	投票297595% CI1443–1464许可Proprietary	详情
29	gemini-3.5-flash-highGoogle	1453Arena Score	投票4061	95% CI1444–1463	许可Proprietary	投票406195% CI1444–1463许可Proprietary	详情
30	qwen3.7-plusAlibaba	1453Arena Score	投票4591	95% CI1443–1462	许可Proprietary	投票459195% CI1443–1462许可Proprietary	详情
31	gemini-3-proGoogle	1451Arena Score	投票10769	95% CI1442–1460	许可Proprietary	投票1076995% CI1442–1460许可Proprietary	详情
32	kimi-k2.6Moonshot AI	1450Arena Score	投票11291	95% CI1442–1458	许可Modified MIT	投票1129195% CI1442–1458许可Modified MIT	详情
33	claude-sonnet-4-5-20250929Anthropic	1449Arena Score	投票31455	95% CI1443–1455	许可Proprietary	投票3145595% CI1443–1455许可Proprietary	详情
34	gemma-4-31bGoogle	1445Arena Score	投票12326	95% CI1437–1452	许可Apache 2.0	投票1232695% CI1437–1452许可Apache 2.0	详情
35	grok-4.20-beta-0309-reasoningxAI	1439Arena Score	投票20948	95% CI1432–1447	许可Proprietary	投票2094895% CI1432–1447许可Proprietary	详情
36	gemini-3-flashGoogle	1439Arena Score	投票7158	95% CI1430–1449	许可Proprietary	投票715895% CI1430–1449许可Proprietary	详情
37	kimi-k2.5-thinkingMoonshot AI	1436Arena Score	投票21569	95% CI1429–1443	许可Modified MIT	投票2156995% CI1429–1443许可Modified MIT	详情
38	minimax-m3MiniMax	1433Arena Score	投票6314	95% CI1425–1441	许可MiniMax Community License	投票631495% CI1425–1441许可MiniMax Community License	详情
39	gemini-2.5-proGoogle	1431Arena Score	投票25110	95% CI1424–1437	许可Proprietary	投票2511095% CI1424–1437许可Proprietary	详情
40	gpt-5.2OpenAI	1425Arena Score	投票28212	95% CI1419–1431	许可Proprietary	投票2821295% CI1419–1431许可Proprietary	详情
41	gpt-5.2-highOpenAI	1423Arena Score	投票7108	95% CI1414–1433	许可Proprietary	投票710895% CI1414–1433许可Proprietary	详情
42	claude-haiku-4-5-20251001Anthropic	1419Arena Score	投票34677	95% CI1413–1425	许可Proprietary	投票3467795% CI1413–1425许可Proprietary	详情
43	gpt-5.1OpenAI	1416Arena Score	投票8244	95% CI1407–1425	许可Proprietary	投票824495% CI1407–1425许可Proprietary	详情
44	glm-5v-turboZ.ai	1400Arena Score	投票6995	95% CI1392–1408	许可Proprietary	投票699595% CI1392–1408许可Proprietary	详情

Arena Score