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 2026-11-06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 (Max)Anthropic	1814Arena Score	投票4132	95% CI1802–1826	许可Proprietary	投票413295% CI1802–1826许可Proprietary	来源
02	Claude Sonnet 5.5 (xHigh)Anthropic	1772Arena Score	投票5648	95% CI1762–1782	许可Proprietary	投票564895% CI1762–1782许可Proprietary	来源
03	GPT-6 Astra (Max)OpenAI	1770Arena Score	投票8364	95% CI1761–1779	许可Proprietary	投票836495% CI1761–1779许可Proprietary	来源
04	Gemini 4 Carbon (High)Google	1767Arena Score	投票2240	95% CI1752–1782	许可Proprietary	投票224095% CI1752–1782许可Proprietary	来源
05	Claude Fable 5.1 (Max)Anthropic	1746Arena Score	投票9764	95% CI1738–1754	许可Proprietary	投票976495% CI1738–1754许可Proprietary	来源
06	GPT-6.1 Sol (Max)OpenAI	1742Arena Score	投票5342	95% CI1732–1752	许可Proprietary	投票534295% CI1732–1752许可Proprietary	来源
07	Muse Wonder Full (Max)Meta	1726Arena Score	投票2280	95% CI1712–1740	许可Proprietary	投票228095% CI1712–1740许可Proprietary	来源
08	Claude Sonnet 5.5 (High)Anthropic	1711Arena Score	投票7777	95% CI1703–1720	许可Proprietary	投票777795% CI1703–1720许可Proprietary	来源
09	Claude Opus 5 (Max)Anthropic	1691Arena Score	投票20288	95% CI1685–1697	许可Proprietary	投票2028895% CI1685–1697许可Proprietary	来源
10	Kimi K3.1 Pro (Max)Moonshot AI	1684Arena Score	投票4595	95% CI1674–1694	许可Kimi K3.1 Pro License	投票459595% CI1674–1694许可Kimi K3.1 Pro License	来源
11	Gemini 4 Argon (High)Google	1683Arena Score	投票4702	95% CI1673–1693	许可Proprietary	投票470295% CI1673–1693许可Proprietary	来源
12	GPT-6.1 Terra (Max)OpenAI	1680Arena Score	投票3603	95% CI1669–1691	许可Proprietary	投票360395% CI1669–1691许可Proprietary	来源
13	Qwen3.8-Max (0902)Alibaba	1677Arena Score	投票22197	95% CI1671–1683	许可Proprietary	投票2219795% CI1671–1683许可Proprietary	来源
14	GPT-6 Sol (Max)OpenAI	1674Arena Score	投票7096	95% CI1666–1683	许可Proprietary	投票709695% CI1666–1683许可Proprietary	来源
15	Qwen3.8-MaxAlibaba	1671Arena Score	投票3438	95% CI1659–1683	许可Proprietary	投票343895% CI1659–1683许可Proprietary	来源
16	DeepSeek-V4.1-Flash-20261017 (Max)DeepSeek	1665Arena Score	投票13670	95% CI1658–1672	许可MIT	投票1367095% CI1658–1672许可MIT	来源
17	Claude Opus 5 (High)Anthropic	1657Arena Score	投票28036	95% CI1652–1663	许可Proprietary	投票2803695% CI1652–1663许可Proprietary	来源
18	Kimi K3 (Max)Moonshot AI	1657Arena Score	投票22846	95% CI1651–1662	许可Kimi K3 license	投票2284695% CI1651–1662许可Kimi K3 license	来源
19	Muse Spark 1.3 (Max)Meta	1654Arena Score	投票12103	95% CI1646–1661	许可Proprietary	投票1210395% CI1646–1661许可Proprietary	来源
20	Muse Wonder (Max)Meta	1649Arena Score	投票5018	95% CI1640–1659	许可Proprietary	投票501895% CI1640–1659许可Proprietary	来源
21	Inkling 2 Smallthinky	1648Arena Score	投票831	95% CI1627–1669	许可Proprietary	投票83195% CI1627–1669许可Proprietary	来源
22	Grok 4.7 (xHigh)xAI	1638Arena Score	投票8077	95% CI1630–1646	许可Proprietary	投票807795% CI1630–1646许可Proprietary	来源
23	MiMo-V2.6-FlashXiaomi	1636Arena Score	投票8904	95% CI1629–1644	许可MIT	投票890495% CI1629–1644许可MIT	来源
24	Hy4 previewTencent	1631Arena Score	投票4781	95% CI1622–1641	许可Apache 2.0	投票478195% CI1622–1641许可Apache 2.0	来源
25	Qwen3.8-Flash-NextAlibaba	1625Arena Score	投票11274	95% CI1618–1632	许可qwen-community-1.0	投票1127495% CI1618–1632许可qwen-community-1.0	来源
26	Claude Fable 5 (High)Anthropic	1625Arena Score	投票17608	95% CI1619–1631	许可Proprietary	投票1760895% CI1619–1631许可Proprietary	来源
27	MiMo-V2.6-ProXiaomi	1624Arena Score	投票8647	95% CI1616–1631	许可MIT	投票864795% CI1616–1631许可MIT	来源
28	GLM-5.3 (Max)Z.ai	1621Arena Score	投票12658	95% CI1614–1628	许可MIT	投票1265895% CI1614–1628许可MIT	来源
29	DeepSeek-V4.1-Flash-20260910 (Max)DeepSeek	1619Arena Score	投票3520	95% CI1608–1630	许可MIT	投票352095% CI1608–1630许可MIT	来源
30	Muse Spark 1.3 (xHigh)Meta	1618Arena Score	投票11618	95% CI1611–1625	许可Proprietary	投票1161895% CI1611–1625许可Proprietary	来源
31	Grok 4.6 (High)xAI	1617Arena Score	投票12771	95% CI1611–1624	许可Proprietary	投票1277195% CI1611–1624许可Proprietary	来源
32	GPT-5.6 Sol (xHigh, Codex Harness)OpenAI	1615Arena Score	投票19560	95% CI1609–1621	许可Proprietary	投票1956095% CI1609–1621许可Proprietary	来源
33	GLM-5.3-FlashZ.ai	1607Arena Score	投票24186	95% CI1600–1613	许可MIT	投票2418695% CI1600–1613许可MIT	来源
34	GLM-5.2 (Max)Z.ai	1606Arena Score	投票18533	95% CI1601–1612	许可MIT	投票1853395% CI1601–1612许可MIT	来源
35	Claude Haiku 5.5 (High)Anthropic	1592Arena Score	投票6349	95% CI1584–1601	许可Proprietary	投票634995% CI1584–1601许可Proprietary	来源
36	Qwen3.8-27BAlibaba	1590Arena Score	投票21065	95% CI1584–1597	许可Apache 2.0	投票2106595% CI1584–1597许可Apache 2.0	来源
37	Gemini 3.7 Flash (High)Google	1589Arena Score	投票15326	95% CI1582–1595	许可Proprietary	投票1532695% CI1582–1595许可Proprietary	来源
38	Gemini 3.8 Flash (High)Google	1583Arena Score	投票13983	95% CI1576–1590	许可Proprietary	投票1398395% CI1576–1590许可Proprietary	来源
39	MiniMax-M3.1-FlashMiniMax	1582Arena Score	投票4601	95% CI1572–1592	许可MiniMax Community License	投票460195% CI1572–1592许可MiniMax Community License	来源
40	DeepSeek-V4-Flash (High)DeepSeek	1582Arena Score	投票4940	95% CI1572–1591	许可MIT	投票494095% CI1572–1591许可MIT	来源
41	DeepSeek-V4-Pro (High, 20260813)DeepSeek	1582Arena Score	投票4713	95% CI1572–1591	许可MIT	投票471395% CI1572–1591许可MIT	来源
42	GPT-6 Luna (Max)OpenAI	1578Arena Score	投票31727	95% CI1572–1584	许可Proprietary	投票3172795% CI1572–1584许可Proprietary	来源
43	Step 5 Preview (High)StepFun	1572Arena Score	投票7465	95% CI1564–1580	许可Proprietary	投票746595% CI1564–1580许可Proprietary	来源
44	Mistral Large 4Mistral AI	1560Arena Score	投票1300	95% CI1543–1578	许可Modified MIT	投票130095% CI1543–1578许可Modified MIT	来源
45	Claude Opus 4.7 (High)Anthropic	1557Arena Score	投票17953	95% CI1552–1563	许可Proprietary	投票1795395% CI1552–1563许可Proprietary	来源
46	Claude Opus 4.8 (High)Anthropic	1556Arena Score	投票18507	95% CI1550–1562	许可Proprietary	投票1850795% CI1550–1562许可Proprietary	来源
47	Claude Opus 4.7Anthropic	1555Arena Score	投票18289	95% CI1550–1561	许可Proprietary	投票1828995% CI1550–1561许可Proprietary	来源
48	Grok 4.5xAI	1553Arena Score	投票11076	95% CI1546–1559	许可Proprietary	投票1107695% CI1546–1559许可Proprietary	来源
49	Claude Opus 4.6 (High)Anthropic	1546Arena Score	投票19426	95% CI1541–1551	许可Proprietary	投票1942695% CI1541–1551许可Proprietary	来源
50	Muse Spark 1.1Meta	1542Arena Score	投票7989	95% CI1534–1549	许可Proprietary	投票798995% CI1534–1549许可Proprietary	来源

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Arena Score