AI 编程模型排行榜

查看 Arena 编程任务榜的名次和评分。

评测来源 Arena · 编程原榜发布 2026-10-01查看原榜评分方法

Arena · 编程 · Arena Score
排名	模型 / 开发机构	Arena Score	投票	95% CI	许可	详情
01	claude-opus-5.5-maxAnthropic	1815Arena Score	投票2062	95% CI1799–1831	许可Proprietary	投票206295% CI1799–1831许可Proprietary	详情
02	gpt-6-astra-maxOpenAI	1788Arena Score	投票6123	95% CI1777–1798	许可Proprietary	投票612395% CI1777–1798许可Proprietary	详情
03	claude-sonnet-5.5-xhighAnthropic	1786Arena Score	投票1531	95% CI1768–1804	许可Proprietary	投票153195% CI1768–1804许可Proprietary	来源
04	gpt-6.1-sol-maxOpenAI	1758Arena Score	投票1620	95% CI1741–1775	许可Proprietary	投票162095% CI1741–1775许可Proprietary	来源
05	claude-fable-5.1-maxAnthropic	1749Arena Score	投票6318	95% CI1740–1759	许可Proprietary	投票631895% CI1740–1759许可Proprietary	详情
06	claude-sonnet-5.5-highAnthropic	1715Arena Score	投票2527	95% CI1702–1729	许可Proprietary	投票252795% CI1702–1729许可Proprietary	来源
07	claude-opus-5-maxAnthropic	1695Arena Score	投票16954	95% CI1689–1701	许可Proprietary	投票1695495% CI1689–1701许可Proprietary	详情
08	gpt-6-sol-maxOpenAI	1689Arena Score	投票3411	95% CI1678–1700	许可Proprietary	投票341195% CI1678–1700许可Proprietary	详情
09	gemini-4-argon-highGoogle	1680Arena Score	投票2422	95% CI1666–1693	许可Proprietary	投票242295% CI1666–1693许可Proprietary	来源
10	qwen3.8-maxAlibaba	1671Arena Score	投票3454	95% CI1659–1683	许可Proprietary	投票345495% CI1659–1683许可Proprietary	详情
11	qwen3.8-max-0902Alibaba	1670Arena Score	投票9485	95% CI1662–1678	许可Proprietary	投票948595% CI1662–1678许可Proprietary	详情
12	claude-opus-5-highAnthropic	1660Arena Score	投票21506	95% CI1654–1666	许可Proprietary	投票2150695% CI1654–1666许可Proprietary	详情
13	kimi-k3-maxMoonshot AI	1658Arena Score	投票16513	95% CI1651–1664	许可Kimi K3 license	投票1651395% CI1651–1664许可Kimi K3 license	详情
14	muse-spark-1.3-maxMeta	1657Arena Score	投票7249	95% CI1648–1665	许可Proprietary	投票724995% CI1648–1665许可Proprietary	详情
15	grok-4.7-xhighxAI	1638Arena Score	投票3216	95% CI1626–1649	许可Proprietary	投票321695% CI1626–1649许可Proprietary	详情
16	qwen3.8-flash-nextAlibaba	1637Arena Score	投票6193	95% CI1629–1646	许可qwen-community-1.0	投票619395% CI1629–1646许可qwen-community-1.0	详情
17	hy4-previewTencent	1633Arena Score	投票5088	95% CI1624–1643	许可Apache 2.0	投票508895% CI1624–1643许可Apache 2.0	详情
18	claude-fable-5-highAnthropic	1625Arena Score	投票14126	95% CI1619–1632	许可Proprietary	投票1412695% CI1619–1632许可Proprietary	详情
19	muse-spark-1.3 (xHigh)Meta	1624Arena Score	投票6326	95% CI1616–1633	许可Proprietary	投票632695% CI1616–1633许可Proprietary	详情
20	glm-5.3-maxZ.ai	1623Arena Score	投票7658	95% CI1615–1631	许可MIT	投票765895% CI1615–1631许可MIT	详情
21	deepseek-v4.1-flash-maxDeepSeek	1620Arena Score	投票3960	95% CI1609–1630	许可MIT	投票396095% CI1609–1630许可MIT	详情
22	gpt-5.6-sol-xhigh (codex-harness)OpenAI	1620Arena Score	投票17128	95% CI1614–1626	许可Proprietary	投票1712895% CI1614–1626许可Proprietary	详情
23	grok-4.6-highxAI	1620Arena Score	投票8315	95% CI1612–1627	许可Proprietary	投票831595% CI1612–1627许可Proprietary	详情
24	mimo-v2.6-proXiaomi	1618Arena Score	投票2734	95% CI1606–1631	许可MIT	投票273495% CI1606–1631许可MIT	详情
25	glm-5.3-flashZ.ai	1616Arena Score	投票10355	95% CI1608–1623	许可MIT	投票1035595% CI1608–1623许可MIT	详情
26	glm-5.2-maxZ.ai	1605Arena Score	投票14729	95% CI1599–1611	许可MIT	投票1472995% CI1599–1611许可MIT	详情
27	gemini-3.7-flash-highGoogle	1592Arena Score	投票9624	95% CI1584–1599	许可Proprietary	投票962495% CI1584–1599许可Proprietary	详情
28	qwen3.8-27bAlibaba	1591Arena Score	投票12388	95% CI1584–1598	许可Apache 2.0	投票1238895% CI1584–1598许可Apache 2.0	详情
29	gemini-3.8-flash-highGoogle	1583Arena Score	投票8524	95% CI1575–1591	许可Proprietary	投票852495% CI1575–1591许可Proprietary	详情
30	deepseek-v4-pro-high-20260813DeepSeek	1583Arena Score	投票4882	95% CI1573–1592	许可MIT	投票488295% CI1573–1592许可MIT	详情
31	deepseek-v4-flash-highDeepSeek	1581Arena Score	投票5040	95% CI1572–1590	许可MIT	投票504095% CI1572–1590许可MIT	详情
32	gpt-6-luna-maxOpenAI	1579Arena Score	投票6429	95% CI1570–1587	许可Proprietary	投票642995% CI1570–1587许可Proprietary	详情
33	step-5-preview-highStepFun	1570Arena Score	投票2506	95% CI1557–1583	许可Proprietary	投票250695% CI1557–1583许可Proprietary	来源
34	claude-opus-4-7-highAnthropic	1557Arena Score	投票17982	95% CI1552–1563	许可Proprietary	投票1798295% CI1552–1563许可Proprietary	详情
35	claude-opus-4-8-highAnthropic	1556Arena Score	投票18908	95% CI1550–1561	许可Proprietary	投票1890895% CI1550–1561许可Proprietary	详情
36	claude-opus-4-7Anthropic	1555Arena Score	投票18174	95% CI1550–1561	许可Proprietary	投票1817495% CI1550–1561许可Proprietary	详情
37	grok-4.5xAI	1552Arena Score	投票11393	95% CI1545–1558	许可Proprietary	投票1139395% CI1545–1558许可Proprietary	详情
38	claude-opus-4-6-highAnthropic	1546Arena Score	投票19519	95% CI1540–1551	许可Proprietary	投票1951995% CI1540–1551许可Proprietary	详情
39	muse-spark-1.1Meta	1542Arena Score	投票8070	95% CI1534–1549	许可Proprietary	投票807095% CI1534–1549许可Proprietary	详情
40	claude-sonnet-5-highAnthropic	1539Arena Score	投票14130	95% CI1533–1546	许可Proprietary	投票1413095% CI1533–1546许可Proprietary	详情
41	claude-opus-4-6Anthropic	1537Arena Score	投票20762	95% CI1532–1542	许可Proprietary	投票2076295% CI1532–1542许可Proprietary	详情
42	gemini-3.6-flash-highGoogle	1536Arena Score	投票8823	95% CI1529–1544	许可Proprietary	投票882395% CI1529–1544许可Proprietary	详情
43	claude-opus-4-8Anthropic	1534Arena Score	投票17880	95% CI1528–1540	许可Proprietary	投票1788095% CI1528–1540许可Proprietary	详情
44	muse-spark-1.2 (xHigh)Meta	1532Arena Score	投票2183	95% CI1518–1545	许可Proprietary	投票218395% CI1518–1545许可Proprietary	详情
45	claude-sonnet-4-6Anthropic	1521Arena Score	投票22960	95% CI1516–1527	许可Proprietary	投票2296095% CI1516–1527许可Proprietary	详情
46	gpt-5.6-terra-xhigh (codex-harness)OpenAI	1519Arena Score	投票12526	95% CI1513–1526	许可Proprietary	投票1252695% CI1513–1526许可Proprietary	详情
47	gpt-5.6-luna-xhigh (codex-harness)OpenAI	1518Arena Score	投票12776	95% CI1512–1524	许可Proprietary	投票1277695% CI1512–1524许可Proprietary	详情
48	seed-2.1-pro-previewByteDance	1517Arena Score	投票13312	95% CI1511–1523	许可Proprietary	投票1331295% CI1511–1523许可Proprietary	详情
49	qwen3.7-max-20260517Alibaba	1515Arena Score	投票8922	95% CI1508–1522	许可Proprietary	投票892295% CI1508–1522许可Proprietary	详情
50	gpt-5.5-xhigh (codex-harness)OpenAI	1512Arena Score	投票15873	95% CI1506–1518	许可Proprietary	投票1587395% CI1506–1518许可Proprietary	详情

显示更多已显示 50 / 138

Arena Score