/ LLM-Benchmarks / Coding

Beste KI zum Programmieren: das Live-Ranking

Code-Generierung und Webentwicklung aus Code Arena (Elo) und LiveBench.

DatenCode Arena01.10.2026LiveBenchRelease 2026-06-25abgerufen03.10.2026 20:19 UTC

Code Arena

Leaderboard Code Arena, 138 Modelle
#	Modell	Wertung	Input $/Mio.	Output $/Mio.	Kontext	Stimmen
1	Claude Opus 5.5 MaxAnthropic	1815Elo +16/-16	$4.00	$20.00	1M	2.1K
2	GPT-6 Astra MaxOpenAI	1788Elo +10/-10	$10.00	$50.00	1M	6.1K
3	Claude Sonnet 5.5 xHighAnthropic	1786Elo +18/-18	$2.00	$10.00	1M	1.5K
4	GPT-6.1 Sol MaxOpenAI	1758Elo +17/-17	$2.00	$10.00	1M	1.6K
5	Claude Fable 5.1 MaxAnthropic	1749Elo +10/-10	$10.00	$50.00	1M	6.3K
6	Claude Sonnet 5.5 HighAnthropic	1715Elo +13/-13	$2.00	$10.00	1M	2.5K
7	Claude Opus 5 MaxAnthropic	1695Elo +6/-6	$5.00	$25.00	1M	17.0K
8	GPT-6 Sol MaxOpenAI	1689Elo +11/-11	$2.00	$10.00	1M	3.4K
9	Gemini 4 Argon HighGoogle	1680Elo +13/-13	$2.00	$10.00	1M	2.4K
10	Qwen 3.8 MaxAlibaba	1671Elo +12/-12	$2.00	$6.00	1M	3.5K
11	Qwen 3.8 Max 0902Alibaba	1670Elo +8/-8	$2.00	$6.00	–	9.5K
12	Claude Opus 5 HighAnthropic	1660Elo +6/-6	$5.00	$25.00	1M	21.5K
13	Kimi K3 MaxMoonshot AI	1658Elo +6/-6	$3.00	$15.00	1M	16.5K
14	Muse Spark 1.3 MaxMeta	1657Elo +9/-9	$1.25	$4.25	1M	7.2K
15	Grok 4.7 xHighSpaceXAI	1638Elo +12/-12	$2.00	$6.00	500K	3.2K
16	Qwen 3.8 Flash NextAlibaba	1637Elo +9/-9	$0.16	$0.47	1M	6.2K
17	Hy4 PreviewTencent	1633Elo +9/-9	$0.75	$2.25	1M	5.1K
18	Claude Fable 5 HighAnthropic	1625Elo +6/-6	$10.00	$50.00	1M	14.1K
19	Muse Spark 1.3 (xHigh)Meta	1624Elo +9/-9	$1.25	$4.25	1M	6.3K
20	GLM-5.3 MaxZ.AI	1623Elo +8/-8	$1.40	$4.40	1M	7.7K
21	DeepSeek V4.1 Flash MaxDeepSeek	1620Elo +10/-10	$0.30	$1.20	1M	4.0K
22	GPT-5.6 Sol xHigh (codex-harness)OpenAI	1620Elo +6/-6	$4.00	$20.00	1M	17.1K
23	Grok 4.6 HighSpaceXAI	1620Elo +8/-8	$2.00	$6.00	500K	8.3K
24	MiMo V2.6 ProXiaomi	1618Elo +12/-12	$0.43	$0.87	1M	2.7K
25	GLM-5.3 FlashZ.AI	1616Elo +8/-8	$0.06	$0.20	1M	10.4K
26	GLM-5.2 MaxZ.AI	1605Elo +6/-6	$1.40	$4.40	1M	14.7K
27	Gemini 3.7 Flash HighGoogle	1592Elo +7/-7	$0.75	$3.75	1M	9.6K
28	Qwen 3.8 27BAlibaba	1591Elo +7/-7	$0.40	$3.00	–	12.4K
29	Gemini 3.8 Flash HighGoogle	1583Elo +8/-8	$0.75	$3.75	1M	8.5K
30	DeepSeek V4 Pro High 20260813DeepSeek	1583Elo +9/-9	$1.32	$3.96	–	4.9K
31	DeepSeek V4 Flash HighDeepSeek	1581Elo +9/-9	$0.30	$1.20	1M	5.0K
32	GPT-6 Luna MaxOpenAI	1579Elo +9/-9	$0.10	$0.50	1M	6.4K
33	Step 5 Preview HighStepfun	1570Elo +13/-13	–	–	–	2.5K
34	Claude Opus 4.7 HighAnthropic	1557Elo +6/-6	$5.00	$25.00	1M	18.0K
35	Claude Opus 4.8 HighAnthropic	1556Elo +6/-6	$5.00	$25.00	1M	18.9K
36	Claude Opus 4.7Anthropic	1555Elo +6/-6	$5.00	$25.00	1M	18.2K
37	Grok 4.5SpaceXAI	1552Elo +7/-7	$2.00	$6.00	500K	11.4K
38	Claude Opus 4.6 HighAnthropic	1546Elo +5/-5	$5.00	$25.00	1M	19.5K
39	Muse Spark 1.1Meta	1542Elo +8/-8	$1.25	$4.25	–	8.1K
40	Claude Sonnet 5 HighAnthropic	1539Elo +6/-6	$2.00	$10.00	1M	14.1K
41	Claude Opus 4.6Anthropic	1537Elo +5/-5	$5.00	$25.00	1M	20.8K
42	Gemini 3.6 Flash HighGoogle	1536Elo +7/-7	$0.75	$3.75	1M	8.8K
43	Claude Opus 4.8Anthropic	1534Elo +6/-6	$5.00	$25.00	1M	17.9K
44	Muse Spark 1.2 (xHigh)Meta	1532Elo +14/-14	$1.25	$4.25	–	2.2K
45	Claude Sonnet 4.6Anthropic	1521Elo +5/-5	$1.50	$7.50	1M	23.0K
46	GPT-5.6 Terra xHigh (codex-harness)OpenAI	1519Elo +7/-7	$2.00	$12.00	1M	12.5K
47	GPT-5.6 Luna xHigh (codex-harness)OpenAI	1518Elo +6/-6	$0.20	$1.20	1M	12.8K
48	Seed 2.1 Pro PreviewBytedance	1517Elo +6/-6	–	–	–	13.3K
49	Qwen 3.7 Max 20260517Alibaba	1515Elo +7/-7	$1.48	$4.42	1M	8.9K
50	GPT-5.5 xHigh (codex-harness)OpenAI	1512Elo +6/-6	$5.00	$30.00	–	15.9K
51	Kimi K2.6Moonshot AI	1509Elo +7/-7	$0.95	$4.00	262K	10.2K
52	GLM-5.1Z.AI	1508Elo +7/-7	$1.40	$4.40	203K	10.8K
53	Hy3Tencent	1507Elo +9/-9	$0.08	$0.33	262K	5.8K
54	Gemini 3.5 Flash HighGoogle	1499Elo +7/-7	$0.75	$4.50	1M	9.5K
55	Claude Opus 4.5 20251101 High 32KAnthropic	1493Elo +8/-8	$5.00	$25.00	200K	11.0K
56	Gemini 3.5 Flash MediumGoogle	1490Elo +7/-7	$0.75	$4.50	1M	12.3K
57	GPT-5.5 High (codex-harness)OpenAI	1487Elo +6/-6	$5.00	$30.00	–	18.2K
58	MiniMax M3MiniMax	1482Elo +6/-6	$0.30	$1.20	524K	17.6K
59	Qwen 3.6 Max PreviewAlibaba	1482Elo +13/-13	$1.03	$6.16	262K	2.7K
60	MiMo V2.5 ProXiaomi	1478Elo +5/-5	$0.43	$0.87	1M	20.3K
61	Kimi K2.7 CodeMoonshot AI	1473Elo +9/-9	$0.67	$3.35	262K	5.0K
62	Claude Opus 4.5 20251101Anthropic	1468Elo +7/-7	$5.00	$25.00	200K	13.4K
63	GPT-5.4 High (codex-harness)OpenAI	1465Elo +19/-19	$2.50	$15.00	1M	1.4K
64	DeepSeek V4 Pro High PreviewDeepSeek	1463Elo +6/-6	$1.32	$3.96	1M	13.2K
65	Qwen 3.6 PlusAlibaba	1461Elo +6/-6	$0.33	$1.95	1M	18.7K
66	GPT-5.5 (codex-harness)OpenAI	1456Elo +6/-6	$5.00	$30.00	–	16.1K
67	Gemini 3.1 Pro PreviewGoogle	1446Elo +5/-5	$1.00	$6.00	1M	24.3K
68	DeepSeek V4 ProDeepSeek	1446Elo +6/-6	$1.32	$3.96	1M	14.0K
69	GPT-5.4 Medium (codex-harness)OpenAI	1444Elo +18/-18	$2.50	$15.00	1M	1.4K
70	Gemini 3.5 Flash LiteGoogle	1440Elo +41/-41	$0.15	$1.25	1M	242
71	Gemini 3 ProGoogle	1439Elo +8/-8	$2.00	$12.00	1M	14.1K
72	Gemini 3 FlashGoogle	1439Elo +9/-9	$0.50	$3.00	1M	10.9K
73	MiMo V2.5Xiaomi	1438Elo +6/-6	$0.14	$0.28	1M	15.0K
74	Kimi K2.5 ThinkingMoonshot AI	1436Elo +5/-5	$0.60	$3.00	–	20.1K
75	GLM-4.7Z.AI	1434Elo +12/-12	$0.60	$2.20	205K	4.0K
76	GLM-5Z.AI	1434Elo +8/-8	$1.00	$3.20	203K	7.5K
77	MiMo V2 ProXiaomi	1433Elo +8/-8	$1.10	$3.30	1M	7.3K
78	DeepSeek V4 Flash High PreviewDeepSeek	1430Elo +7/-7	$0.30	$1.20	1M	10.2K
79	GPT-5 MediumOpenAI	1417Elo +16/-16	$1.25	$10.00	400K	3.1K
80	GPT-5.2OpenAI	1415Elo +22/-22	$0.88	$7.00	400K	1.1K
81	InklingThinking Machines	1413Elo +6/-6	$0.95	$4.05	524K	13.7K
82	Inkling SmallThinking Machines	1408Elo +9/-9	$0.45	$1.20	524K	5.4K
83	GPT-5.3 Codex (codex-harness)OpenAI	1408Elo +14/-14	$1.75	$14.00	400K	2.6K
84	Kimi K2.5 InstantMoonshot AI	1404Elo +12/-12	$0.45	$2.25	262K	3.3K
85	GLM-5v TurboZ.AI	1400Elo +13/-13	$1.20	$4.00	203K	2.4K
86	Qwen 3.5 397B A17BAlibaba	1399Elo +5/-5	$0.55	$3.50	262K	21.3K
87	GPT-5.4 Mini HighOpenAI	1397Elo +7/-7	$0.75	$4.50	400K	12.0K
88	MiniMax M2.7MiniMax	1397Elo +6/-6	$0.30	$1.20	205K	16.1K
89	GPT-5.4OpenAI	1395Elo +11/-11	$2.50	$15.00	1M	3.8K
90	GPT-5.1 MediumOpenAI	1395Elo +11/-11	$0.63	$5.00	400K	4.9K
91	Claude Sonnet 4.5 20250929 High 32KAnthropic	1393Elo +8/-8	$3.00	$15.00	1M	13.3K
92	Claude Opus 4.1 20250805Anthropic	1389Elo +11/-11	$7.50	$37.50	200K	6.9K
93	MiniMax M2.5MiniMax	1386Elo +8/-8	$0.27	$1.08	205K	7.6K
94	Claude Sonnet 4.5 20250929Anthropic	1384Elo +7/-7	$3.00	$15.00	1M	15.7K
95	Gemini 3 Flash (thinking-minimal)Google	1384Elo +5/-5	$0.50	$3.00	1M	22.2K
96	MiniMax M2.1 PreviewMiniMax	1384Elo +10/-10	$0.30	$1.20	205K	7.6K
97	Grok 4.20 Beta 0309 ReasoningSpaceXAI	1374Elo +6/-6	$1.25	$2.50	1M	15.5K
98	GPT-5.3 Codex (codex-harness)OpenAI	1371Elo +11/-11	$1.75	$14.00	400K	3.7K
99	Solar Pro4Upstage	1370Elo +10/-10	$0.09	$0.36	524K	4.9K
100	Gemma 4 31BGoogle	1365Elo +6/-6	$0.99	$1.49	131K	13.3K
101	DeepSeek V3.2 ThinkingDeepSeek	1362Elo +9/-9	$0.28	$0.42	164K	6.9K
102	Qwen 3.5 122B A10BAlibaba	1360Elo +8/-8	$0.26	$2.08	262K	8.2K
103	Gemma 4 26B A4BGoogle	1358Elo +17/-17	–	–	–	1.5K
104	Qwen 3.5 27BAlibaba	1357Elo +8/-8	$0.20	$1.56	262K	7.8K
105	Grok 4.3SpaceXAI	1357Elo +6/-6	$1.25	$2.50	1M	15.1K
106	Hunyuan Hy3 PreviewTencent	1356Elo +17/-17	–	–	–	1.5K
107	Muse GlimmerMeta	1355Elo +16/-16	–	–	–	1.7K
108	Laguna M.1Poolside	1348Elo +9/-9	$0.20	$0.40	262K	5.4K
109	GPT-5.1OpenAI	1341Elo +8/-8	$0.63	$5.00	400K	10.7K
110	GLM-4.6Z.AI	1339Elo +11/-11	$0.43	$1.75	205K	6.8K
111	GPT-5.2 CodexOpenAI	1339Elo +9/-9	$1.75	$14.00	400K	6.7K
112	GPT-5.1 CodexOpenAI	1337Elo +12/-12	$1.25	$10.00	400K	5.0K
113	MiMo V2 Flash (non-thinking)Xiaomi	1330Elo +10/-10	$0.10	$0.30	262K	5.7K
114	Claude Haiku 4.5 20251001Anthropic	1329Elo +5/-5	$1.00	$5.00	200K	29.2K
115	DeepSeek V3.2DeepSeek	1325Elo +8/-8	$0.28	$0.42	164K	9.4K
116	Kimi K2 Thinking TurboMoonshot AI	1321Elo +7/-7	$0.57	$2.30	131K	13.1K
117	Laguna Xs.2Poolside	1302Elo +11/-11	$0.10	$0.20	262K	4.3K
118	MiniMax M2MiniMax	1297Elo +11/-11	$0.30	$1.20	205K	6.7K
119	MiMo V2 Flash (thinking)Xiaomi	1292Elo +16/-16	$0.10	$0.30	262K	1.7K
120	Qwen 3 Coder 480B A35B InstructAlibaba	1274Elo +8/-8	$0.65	$3.25	1M	12.7K
121	DeepSeek V3.2 ExpDeepSeek	1272Elo +13/-13	$0.27	$0.41	164K	4.0K
122	Mistral Medium 3.5Mistral	1263Elo +15/-15	$0.75	$3.75	262K	2.3K
123	Gemini 3.1 Flash Lite PreviewGoogle	1256Elo +7/-7	$0.25	$1.50	1M	14.4K
124	KAT Coder Pro V1Unknown	1255Elo +19/-19	$0.21	$0.83	256K	1.5K
125	Qwen 3.5 35B A3BAlibaba	1253Elo +17/-17	$0.15	$1.00	262K	1.6K
126	GPT-5.1 Codex MiniOpenAI	1244Elo +22/-22	$0.25	$2.00	400K	1.2K
127	Qwen 3.5 FlashAlibaba	1243Elo +20/-20	–	–	–	1.3K
128	Grok 4.1 Fast ReasoningSpaceXAI	1241Elo +11/-11	$0.20	$0.50	128K	5.5K
129	Trinity Large ThinkingArcee AI	1238Elo +20/-20	$0.25	$0.80	262K	1.4K
130	Mistral Large 3Mistral	1230Elo +25/-25	$0.50	$1.50	–	840
131	Gemini 2.5 ProGoogle	1227Elo +16/-16	$1.25	$10.00	1M	2.7K
132	Grok 4.1 ThinkingSpaceXAI	1214Elo +25/-25	–	–	–	961
133	Devstral 2Mistral	1196Elo +21/-21	–	–	–	1.2K
134	Granite 4.1 8BIBM	1190Elo +18/-18	$0.05	$0.10	131K	1.8K
135	Mercury 2Inception AI	1170Elo +24/-24	$0.25	$0.75	128K	955
136	Grok Code Fast 1SpaceXAI	1167Elo +28/-28	$0.20	$1.50	–	789
137	Grok 4 Fast ReasoningSpaceXAI	1159Elo +27/-27	$0.20	$0.50	–	742
138	Devstral Medium 2507Mistral	1076Elo +31/-31	$0.40	$2.00	128K	842

LiveBench Coding · CC BY-SA 4.0

Originalquelle ansehen

Leaderboard LiveBench Coding, 58 Modelle
#	Modell	Wertung	Kosten pro gelöster Aufgabe
1	Claude 5.5 Opus Thinking Max EffortAnthropic	89.3%	$0.80
2	Claude Sonnet 5.5 xHigh EffortAnthropic	88.9%	$0.14
3	Claude Fable 5.1 Max EffortAnthropic	86.4%	$1.21
4	Claude Fable 5 Max EffortAnthropic	86.0%	$1.44
5	GPT-5.6 Sol Max EffortOpenAI	83.9%	$0.52
6	GPT-5.2 CodexOpenAI	83.6%	$0.19
7	GPT-5.6 Luna Max EffortOpenAI	82.9%	$0.17
8	GPT-5.5 Thinking xHigh EffortOpenAI	82.1%	$0.43
9	Claude 4.7 Opus Thinking xHigh EffortAnthropic	82.1%	$0.53
10	GPT-6 Sol Max EffortOpenAI	81.8%	$0.27
11	Claude 4.8 Opus Thinking Max EffortAnthropic	81.8%	$0.98
12	Claude 5 Opus Thinking Max EffortAnthropic	81.4%	$0.70
13	Kimi K3Moonshot AI · Open Weights	81.4%	$0.35
14	Muse Spark 1.3 xHigh EffortMeta	81.1%	$0.22
15	Claude Sonnet 5 xHigh EffortAnthropic	80.7%	$0.51
16	GPT-6 Astra Max EffortOpenAI	80.4%	$0.74
17	GPT-6.1 Sol Max EffortOpenAI	80.4%	$0.14
18	DeepSeek V4.1 Flash Max EffortDeepSeek · Open Weights	80.0%	$0.029
19	GLM-5.2Z.AI · Open Weights	79.7%	$0.23
20	Claude 4.5 Opus Thinking High EffortAnthropic	79.7%	$0.61
21	Claude 4.6 Sonnet Thinking Medium EffortAnthropic	79.3%	$0.31
22	GLM-5.3Z.AI · Open Weights	79.0%	$0.45
23	GPT-6 Luna Max EffortOpenAI	79.0%	$0.026
24	GLM-5.3 FlashZ.AI · Open Weights	79.0%	$0.031
25	Gemini 3.7 Flash HighGoogle	78.9%	$0.16
26	Kimi K2.6 ThinkingMoonshot AI · Open Weights	78.6%	$0.17
27	GPT-5.6 Terra Max EffortOpenAI	78.2%	$0.35
28	Gemini 3.5 Flash HighGoogle	78.2%	$0.25
29	Claude 4.6 Opus Thinking High EffortAnthropic	78.2%	$0.40
30	Qwen 3.6 PlusAlibaba	78.2%	$0.23
31	Gemini 3.6 Flash HighGoogle	77.9%	$0.23
32	GPT-5.4 Thinking xHigh EffortOpenAI	77.5%	$0.39
33	Muse Spark 1.2 xHigh EffortMeta	77.5%	$0.38
34	DeepSeek V4 Pro 0813DeepSeek · Open Weights	77.2%	$0.044
35	Grok 4.7 xHighxAI	77.2%	$0.72
36	Muse Spark 1.1 xHigh EffortMeta	77.2%	$0.20
37	Grok 4.6 xHighxAI	76.8%	$0.21
38	Gemini 3.1 Pro Preview HighGoogle	76.5%	$0.29
39	GPT-5.2 HighOpenAI	76.1%	$0.23
40	Gemini 3.5 Flash-Lite HighGoogle	76.1%	$0.069
41	Ox Alpha MaxStealth	75.8%	–
42	Qwen3.8 27BAlibaba · Open Weights	75.7%	$0.094
43	DeepSeek V4 Flash 0731DeepSeek · Open Weights	75.0%	$0.060
44	Qwen 3.7 MaxAlibaba	74.2%	$0.18
45	Kimi K2.7 CodeMoonshot AI · Open Weights	74.0%	$0.10
46	Qwen 3.8 MaxAlibaba · Open Weights	72.9%	$0.28
47	Qwen 3.8 Flash NextAlibaba · Open Weights	72.6%	$0.042
48	Gemini 3.8 Flash HighGoogle	72.5%	$0.31
49	Qwen 3.6 27BAlibaba · Open Weights	71.8%	$0.20
50	GPT-5.4 Mini xHighOpenAI	71.6%	$0.33
51	Inkling xHigh EffortThinking Machines · Open Weights	71.0%	$0.31
52	GPT-5.4 Nano xHighOpenAI	70.8%	$0.091
53	Nemotron 3 Ultra 550B A55BNVIDIA · Open Weights	70.7%	$0.37
54	Grok 4.3xAI	69.9%	$0.061
55	Grok 4.5xAI	68.6%	$0.13
56	DeepSeek V4 Flash Vision ExpDeepSeek · Open Weights	68.2%	$0.051
57	Minimax M3MiniMax	68.2%	$0.060
58	Grok Build 0.1xAI	65.4%	$0.024

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