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 2026-10-08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	1813Arena Score	投票2294	95% CI1798–1828	许可Proprietary	投票229495% CI1798–1828许可Proprietary	详情
02	gpt-6-astra-maxOpenAI	1786Arena Score	投票5189	95% CI1775–1797	许可Proprietary	投票518995% CI1775–1797许可Proprietary	详情
03	claude-sonnet-5.5-xhighAnthropic	1774Arena Score	投票2323	95% CI1759–1789	许可Proprietary	投票232395% CI1759–1789许可Proprietary	来源
04	gpt-6.1-sol-maxOpenAI	1755Arena Score	投票2102	95% CI1740–1770	许可Proprietary	投票210295% CI1740–1770许可Proprietary	来源
05	claude-fable-5.1-maxAnthropic	1744Arena Score	投票6663	95% CI1734–1753	许可Proprietary	投票666395% CI1734–1753许可Proprietary	详情
06	claude-sonnet-5.5-highAnthropic	1715Arena Score	投票3984	95% CI1704–1726	许可Proprietary	投票398495% CI1704–1726许可Proprietary	来源
07	claude-opus-5-maxAnthropic	1691Arena Score	投票17320	95% CI1685–1698	许可Proprietary	投票1732095% CI1685–1698许可Proprietary	详情
08	gpt-6-sol-maxOpenAI	1688Arena Score	投票3407	95% CI1676–1700	许可Proprietary	投票340795% CI1676–1700许可Proprietary	详情
09	gemini-4-argon-highGoogle	1678Arena Score	投票1771	95% CI1662–1693	许可Proprietary	投票177195% CI1662–1693许可Proprietary	来源
10	qwen3.8-max-0902Alibaba	1674Arena Score	投票11182	95% CI1666–1681	许可Proprietary	投票1118295% CI1666–1681许可Proprietary	详情
11	qwen3.8-maxAlibaba	1672Arena Score	投票3446	95% CI1660–1684	许可Proprietary	投票344695% CI1660–1684许可Proprietary	详情
12	claude-opus-5-highAnthropic	1657Arena Score	投票22340	95% CI1651–1662	许可Proprietary	投票2234095% CI1651–1662许可Proprietary	详情
13	muse-spark-1.3-maxMeta	1657Arena Score	投票7886	95% CI1649–1665	许可Proprietary	投票788695% CI1649–1665许可Proprietary	详情
14	kimi-k3-maxMoonshot AI	1654Arena Score	投票17412	95% CI1648–1661	许可Kimi K3 license	投票1741295% CI1648–1661许可Kimi K3 license	详情
15	grok-4.7-xhighxAI	1639Arena Score	投票3936	95% CI1628–1650	许可Proprietary	投票393695% CI1628–1650许可Proprietary	详情
16	mimo-v2.6-flashXiaomi	1637Arena Score	投票4058	95% CI1626–1647	许可MIT	投票405895% CI1626–1647许可MIT	来源
17	qwen3.8-flash-nextAlibaba	1633Arena Score	投票6932	95% CI1624–1641	许可qwen-community-1.0	投票693295% CI1624–1641许可qwen-community-1.0	详情
18	hy4-previewTencent	1632Arena Score	投票4792	95% CI1622–1641	许可Apache 2.0	投票479295% CI1622–1641许可Apache 2.0	详情
19	mimo-v2.6-proXiaomi	1629Arena Score	投票3649	95% CI1618–1640	许可MIT	投票364995% CI1618–1640许可MIT	详情
20	muse-spark-1.3 (xHigh)Meta	1626Arena Score	投票7123	95% CI1617–1634	许可Proprietary	投票712395% CI1617–1634许可Proprietary	详情
21	claude-fable-5-highAnthropic	1625Arena Score	投票14657	95% CI1618–1631	许可Proprietary	投票1465795% CI1618–1631许可Proprietary	详情
22	glm-5.3-maxZ.ai	1622Arena Score	投票8382	95% CI1614–1630	许可MIT	投票838295% CI1614–1630许可MIT	详情
23	deepseek-v4.1-flash-maxDeepSeek	1619Arena Score	投票3542	95% CI1608–1630	许可MIT	投票354295% CI1608–1630许可MIT	详情
24	gpt-5.6-sol-xhigh (codex-harness)OpenAI	1618Arena Score	投票16639	95% CI1612–1624	许可Proprietary	投票1663995% CI1612–1624许可Proprietary	详情
25	grok-4.6-highxAI	1617Arena Score	投票8958	95% CI1609–1625	许可Proprietary	投票895895% CI1609–1625许可Proprietary	详情
26	glm-5.3-flashZ.ai	1609Arena Score	投票13697	95% CI1602–1616	许可MIT	投票1369795% CI1602–1616许可MIT	详情
27	glm-5.2-maxZ.ai	1603Arena Score	投票15351	95% CI1597–1609	许可MIT	投票1535195% CI1597–1609许可MIT	详情
28	qwen3.8-27bAlibaba	1593Arena Score	投票13777	95% CI1586–1600	许可Apache 2.0	投票1377795% CI1586–1600许可Apache 2.0	详情
29	gemini-3.7-flash-highGoogle	1592Arena Score	投票10637	95% CI1584–1599	许可Proprietary	投票1063795% CI1584–1599许可Proprietary	详情
30	claude-haiku-5.5-highAnthropic	1587Arena Score	投票978	95% CI1567–1607	许可Proprietary	投票97895% CI1567–1607许可Proprietary	来源
31	gemini-3.8-flash-highGoogle	1583Arena Score	投票9225	95% CI1576–1591	许可Proprietary	投票922595% CI1576–1591许可Proprietary	详情
32	deepseek-v4-pro-high-20260813DeepSeek	1582Arena Score	投票4740	95% CI1573–1591	许可MIT	投票474095% CI1573–1591许可MIT	详情
33	deepseek-v4-flash-highDeepSeek	1582Arena Score	投票4974	95% CI1572–1591	许可MIT	投票497495% CI1572–1591许可MIT	详情
34	gpt-6-luna-maxOpenAI	1581Arena Score	投票12332	95% CI1574–1588	许可Proprietary	投票1233295% CI1574–1588许可Proprietary	详情
35	step-5-preview-highStepFun	1564Arena Score	投票3351	95% CI1552–1575	许可Proprietary	投票335195% CI1552–1575许可Proprietary	来源
36	claude-opus-4-7-highAnthropic	1557Arena Score	投票17956	95% CI1552–1563	许可Proprietary	投票1795695% CI1552–1563许可Proprietary	详情
37	claude-opus-4-8-highAnthropic	1556Arena Score	投票18534	95% CI1550–1562	许可Proprietary	投票1853495% CI1550–1562许可Proprietary	详情
38	claude-opus-4-7Anthropic	1555Arena Score	投票18297	95% CI1550–1561	许可Proprietary	投票1829795% CI1550–1561许可Proprietary	详情
39	grok-4.5xAI	1553Arena Score	投票11116	95% CI1546–1560	许可Proprietary	投票1111695% CI1546–1560许可Proprietary	详情
40	claude-opus-4-6-highAnthropic	1547Arena Score	投票19434	95% CI1541–1552	许可Proprietary	投票1943495% CI1541–1552许可Proprietary	详情
41	muse-spark-1.1Meta	1542Arena Score	投票8002	95% CI1535–1550	许可Proprietary	投票800295% CI1535–1550许可Proprietary	详情
42	mistral-large-4Mistral AI	1541Arena Score	投票1478	95% CI1525–1558	许可Proprietary	投票147895% CI1525–1558许可Proprietary	来源
43	claude-sonnet-5-highAnthropic	1541Arena Score	投票14574	95% CI1535–1547	许可Proprietary	投票1457495% CI1535–1547许可Proprietary	详情
44	gemini-3.6-flash-highGoogle	1538Arena Score	投票8766	95% CI1530–1545	许可Proprietary	投票876695% CI1530–1545许可Proprietary	详情
45	claude-opus-4-6Anthropic	1537Arena Score	投票20694	95% CI1532–1543	许可Proprietary	投票2069495% CI1532–1543许可Proprietary	详情
46	claude-opus-4-8Anthropic	1536Arena Score	投票17435	95% CI1530–1541	许可Proprietary	投票1743595% CI1530–1541许可Proprietary	详情
47	muse-spark-1.2 (xHigh)Meta	1533Arena Score	投票2171	95% CI1519–1546	许可Proprietary	投票217195% CI1519–1546许可Proprietary	详情
48	claude-sonnet-4-6Anthropic	1522Arena Score	投票22866	95% CI1517–1528	许可Proprietary	投票2286695% CI1517–1528许可Proprietary	详情
49	gpt-5.6-terra-xhigh (codex-harness)OpenAI	1522Arena Score	投票12367	95% CI1515–1528	许可Proprietary	投票1236795% CI1515–1528许可Proprietary	详情
50	seed-2.1-pro-previewByteDance	1519Arena Score	投票13897	95% CI1513–1525	许可Proprietary	投票1389795% CI1513–1525许可Proprietary	详情

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Arena Score