Coding benchmark

LMArena Coding leaderboard

As of October 2026, Gemini 4 Argon has the highest published LMArena Coding score on Noometry at 1550, out of 294 models with results.

Last verified

About LMArena Coding

LMArena ratings restricted to coding prompts.

Category
Coding
Introduced
2024
Format
Pairwise human votes
Unit
Arena rating (Bradley–Terry)
Official site
lmarena.ai

Top 15 models

Top models on LMArena Coding
  1. Gemini 4 Argon 1550
  2. Claude Opus 5.5 1547
  3. Claude Opus 4.6 1536
  4. MiMo-V2.6-Pro 1534
  5. Claude Opus 5 1534
  6. Claude Fable 5.1 1528
  7. Claude Fable 5 1519
  8. Claude Opus 4.7 1518
  9. Muse Spark 1.3 1514
  10. Claude Sonnet 5.5 1513
  11. Gemini 3.8 Flash 1510
  12. Kimi K3 1508
  13. GLM-5.3-Flash 1508
  14. DeepSeek V4.1 Flash 1506
  15. MiMo-V2.6-Flash 1504

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All results

LMArena Coding results by model
#ModelProviderRatingSettingSourceDate
1Gemini 4 Argon Google1550highLMArena2026-10-08
2Claude Opus 5.5 Anthropic1547highLMArena2026-10-08
3Claude Opus 4.6 Anthropic1536LMArena2026-10-08
4MiMo-V2.6-Pro Xiaomi1534LMArena2026-10-08
5Claude Opus 5 Anthropic1534LMArena2026-10-08
6Claude Fable 5.1 Anthropic1528LMArena2026-10-08
7Claude Fable 5 Anthropic1519highLMArena2026-10-08
8Claude Opus 4.7 Anthropic1518highLMArena2026-10-08
9Muse Spark 1.3 Meta1514LMArena2026-10-08
10Claude Sonnet 5.5 Anthropic1513xhighLMArena2026-10-08
11Gemini 3.8 Flash Google1510highLMArena2026-10-08
12Kimi K3 Moonshot AI1508LMArena2026-10-08
13GLM-5.3-Flash Z.ai (Zhipu)1508LMArena2026-10-08
14DeepSeek V4.1 Flash DeepSeek1506LMArena2026-10-08
15MiMo-V2.6-Flash Xiaomi1504LMArena2026-10-08
16Claude Opus 4.5 Anthropic1504LMArena2026-10-08
17Claude Sonnet 4.6 Anthropic1504LMArena2026-10-08
18MiMo-V2.5-Pro Xiaomi1503LMArena2026-10-08
19Qwen3.8 Max Alibaba (Qwen)1502LMArena2026-10-08
20Muse Spark 1.1 Meta1498LMArena2026-10-08
21GPT-5.6 Sol OpenAI1498xhighLMArena2026-10-08
22Qwen3.7 Max Alibaba (Qwen)1498LMArena2026-10-08
23Gemini 3.7 Flash Google1497highLMArena2026-10-08
24GPT-5.4 OpenAI1497highLMArena2026-10-08
25GLM-5.3 Z.ai (Zhipu)1496LMArena2026-10-08
26Muse Spark 1.2 Meta1495muse-spark-1.2 (xHigh)LMArena2026-10-08
27GPT-5.5 OpenAI1494highLMArena2026-10-08
28Gemini 3.5 Flash Google1492highLMArena2026-10-08
29Gemini 3.6 Flash Google1491highLMArena2026-10-08
30Claude Opus 4.8 Anthropic1490highLMArena2026-10-08
31Claude Sonnet 4.5 Anthropic1489LMArena2026-10-08
32Kimi K2.6 Moonshot AI1488LMArena2026-10-08
33ERNIE 5.1 Baidu1488LMArena2026-10-08
34Qwen3.5 Max Preview Alibaba (Qwen)1487LMArena2026-10-08
35GPT-6 Astra OpenAI1487LMArena2026-10-08
36GPT-6.1 Sol OpenAI1487LMArena2026-10-08
37GLM-5.1 Z.ai (Zhipu)1485LMArena2026-10-08
38GLM-5.2 Z.ai (Zhipu)1485LMArena2026-10-08
39Gemini 3.1 Pro Preview Google1484LMArena2026-10-08
40GPT-5.6 Terra OpenAI1484xhighLMArena2026-10-08
41Kimi K2.5 Instant Moonshot AI1484LMArena2026-10-08
42Claude Sonnet 5 Anthropic1483highLMArena2026-10-08
43Amazon Nova Experimental Chat 26 02 10 Amazon1483LMArena2026-10-08
44Qwen3.8 27B Alibaba (Qwen)1482LMArena2026-10-08
45Gemini 3 Pro Google1481LMArena2026-10-08
46Muse Spark Meta1481LMArena2026-10-08
47Step 5 Preview StepFun1480Step 5 PreviewLMArena2026-10-08
48Claude Opus 4.1 Anthropic1479thinking-16kLMArena2026-10-08
49MiMo-V2-Pro Xiaomi1476LMArena2026-10-08
50Mistral Large 4 Mistral AI1475LMArena2026-10-08
51Kimi K2.5 Moonshot AI1474thinkingLMArena2026-10-08
52Grok 4.5 xAI1474LMArena2026-10-08
53Qwen3.7 Plus Alibaba (Qwen)1473LMArena2026-10-08
54Seed 2.0 Pro ByteDance Seed1472LMArena2026-10-08
55Longcat Flash Chat Meituan1471LMArena2026-10-08
56Qwen3.6 Max Preview Alibaba (Qwen)1471LMArena2026-10-08
57DeepSeek V4 Pro DeepSeek1470LMArena2026-10-08
58MiniMax-M3 MiniMax1469LMArena2026-10-08
59MiMo-V2.5 Xiaomi1469LMArena2026-10-08
60Nemotron 3 Ultra NVIDIA1468LMArena2026-10-08
61Qwen3.6 Plus Alibaba (Qwen)1467LMArena2026-10-08
62GLM-5V-Turbo Z.ai (Zhipu)1466LMArena2026-10-08
63MiMo-V2-Omni Xiaomi1466LMArena2026-10-08
64GPT-5.6 Luna OpenAI1466xhighLMArena2026-10-08
65Qwen3.5 397B-A17B Alibaba (Qwen)1465LMArena2026-10-08
66Grok 4.6 xAI1465highLMArena2026-10-08
67Inkling Thinking Machines Lab1464LMArena2026-10-08
68Hy3 Tencent1464LMArena2026-10-08
69GLM-5 Z.ai (Zhipu)1461LMArena2026-10-08
70Mistral Medium 3.5 Mistral AI1461LMArena2026-10-08
71Gemini 3 Flash Preview Google1460LMArena2026-10-08
72Gemma 4 31B IT Google1459LMArena2026-10-08
73Grok 4.20 (Non-Reasoning) xAI1459LMArena2026-10-08
74Grok 4.20 Multi-Agent xAI1457LMArena2026-10-08
75DeepSeek V4 Flash DeepSeek1457LMArena2026-10-08
76Qwen3 Max Alibaba (Qwen)1456LMArena2026-10-08
77ERNIE 5.0 0110 Baidu1455LMArena2026-10-08
78MiniMax-M2.7 MiniMax1454LMArena2026-10-08
79GLM-4.7 Z.ai (Zhipu)1454LMArena2026-10-08
80DeepSeek-V3.2-Exp DeepSeek1454thinkingLMArena2026-10-08
81GPT-5.1 OpenAI1454highLMArena2026-10-08
82Kimi K2 Thinking Turbo Moonshot AI1454LMArena2026-10-08
83Claude Haiku 4.5 Anthropic1453LMArena2026-10-08
84Gemini 3.5 Flash Lite Google1453LMArena2026-10-08
85Gemini 2.5 Pro Google1452LMArena2026-10-08
86Inkling-Small Thinking Machines Lab1451Inkling SmallLMArena2026-10-08
87GLM-4.6 Z.ai (Zhipu)1449LMArena2026-10-08
88Mistral Large 3 Mistral AI1448LMArena2026-10-08
89GPT-6 Sol OpenAI1447LMArena2026-10-08
90GPT-5.2 OpenAI1447LMArena2026-10-08
91Amazon Nova Experimental Chat 26 01 10 Amazon1447LMArena2026-10-08
92Gemma 4 26B A4B IT Google1447LMArena2026-10-08
93Grok 4.1 xAI1445thinkingLMArena2026-10-08
94Qwen3 235B-A22B Alibaba (Qwen)1445LMArena2026-10-08
95MiMo-V2-Flash Xiaomi1443LMArena2026-10-08
96Claude Opus 4 Anthropic1442thinking-16kLMArena2026-10-08
97Qwen3-Next 80B-A3B Instruct Alibaba (Qwen)1440LMArena2026-10-08
98GPT-6 Luna OpenAI1439LMArena2026-10-08
99Qwen3-VL 235B-A22B Alibaba (Qwen)1439LMArena2026-10-08
100GPT-5.4 mini OpenAI1438highLMArena2026-10-08
101Solar Pro4 Upstage1437LMArena2026-10-08
102GPT-5 OpenAI1436highLMArena2026-10-08
103Step 3.5 Flash StepFun1436LMArena2026-10-08
104Qwen3.5 122B-A10B Alibaba (Qwen)1436LMArena2026-10-08
105GLM-4.5 Z.ai (Zhipu)1434LMArena2026-10-08
106Mistral Medium Mistral AI1434LMArena2026-10-08
107Amazon Nova Experimental Chat 11 10 Amazon1433LMArena2026-10-08
108GPT-5.5 Instant OpenAI1433LMArena2026-10-08
109Grok 3 xAI1432LMArena2026-10-08
110Amazon Nova Experimental Chat 12 10 Amazon1430LMArena2026-10-08
111Grok 4 Fast xAI1429LMArena2026-10-08
112DeepSeek-R1 DeepSeek1427LMArena2026-10-08
113Grok 4.7 xAI1427xhighLMArena2026-10-08
114Qwen3.5 27B Alibaba (Qwen)1427LMArena2026-10-08
115DeepSeek-V3.1-Terminus DeepSeek1426thinkingLMArena2026-10-08
116Gemini 2.5 Flash Google1424LMArena2026-10-08
117MiniMax-M2.1 MiniMax1421LMArena2026-10-08
118Hunyuan Vision 1.5 Tencent1418thinkingLMArena2026-10-08
119DeepSeek-V3.1 DeepSeek1417thinkingLMArena2026-10-08
120Qwen3-30B-A3B Alibaba (Qwen)1416LMArena2026-10-08
121Muse Glimmer Meta1416LMArena2026-10-08
122Grok 4.3 xAI1415LMArena2026-10-08
123Claude Sonnet 4 Anthropic1414thinking-32kLMArena2026-10-08
124Chatgpt 4o Latest 20250326 OpenAI1413LMArena2026-10-08
125Amazon Nova Experimental Chat 10 20 Amazon1412LMArena2026-10-08
126Qwen3.5-Flash Alibaba (Qwen)1412LMArena2026-10-08
127Qwen3-Coder 480B-A35B Instruct Alibaba (Qwen)1412LMArena2026-10-08
128Grok 4.1 Fast xAI1411LMArena2026-10-08
129Qwen3.5 35B-A3B Alibaba (Qwen)1410LMArena2026-10-08
130Grok 4 xAI1408LMArena2026-10-08
131GPT-5.3 Chat OpenAI1408LMArena2026-10-08
132o3 OpenAI1408LMArena2026-10-08
133GPT-5 Mini OpenAI1406highLMArena2026-10-08
134GPT-5.4 nano OpenAI1405highLMArena2026-10-08
135Nemotron 3 Super NVIDIA1403LMArena2026-10-08
136Gemini 3.1 Flash Lite Google1400LMArena2026-10-08
137Kimi K2 (Jul 2025) Moonshot AI1399LMArena2026-10-08
138GLM-4.5-Air Z.ai (Zhipu)1397LMArena2026-10-08
139GPT-4.5 OpenAI1396LMArena2026-10-08
140Granite 4.2 30b IBM1396LMArena2026-10-08
141Mercury 2 Inception1391LMArena2026-10-08
142GPT-4.1 OpenAI1391LMArena2026-10-08
143GLM-4.6V Z.ai (Zhipu)1390LMArena2026-10-08
144Hunyuan T1 20250711 Tencent1390LMArena2026-10-08
145Nova 2 Lite Amazon1385LMArena2026-10-08
146GLM-4.7-Flash Z.ai (Zhipu)1383LMArena2026-10-08
147Trinity Large Thinking Arcee AI1381LMArena2026-10-08
148MiniMax-M2.5 MiniMax1381LMArena2026-10-08
149Granite 4.2 8B IBM1380LMArena2026-10-08
150gpt-oss-120b OpenAI1380LMArena2026-10-08
151Grok-3 mini xAI1379highLMArena2026-10-08
152Nemotron 3 Nano 30B A3B NVIDIA1378LMArena2026-10-08
153o3-mini OpenAI1378highLMArena2026-10-08
154Nemotron 3.5 Lightning NVIDIA1375LMArena2026-10-08
155Gemini 2.5 Flash-Lite Google1373thinkingLMArena2026-10-08
156Amazon Nova Experimental Chat 10 09 Amazon1370LMArena2026-10-08
157MiniMax-M2 MiniMax1370LMArena2026-10-08
158o4-mini OpenAI1368LMArena2026-10-08
159DeepSeek-V3 DeepSeek1368LMArena2026-10-08
160GPT-4.1 mini OpenAI1367LMArena2026-10-08
161Step 3 StepFun1367LMArena2026-10-08
162o1 OpenAI1367LMArena2026-10-08
163Mistral Small Mistral AI1362LMArena2026-10-08
164o1-mini OpenAI1362LMArena2026-10-08
165Granite 4.2 3b IBM1361LMArena2026-10-08
166Hunyuan Turbos 20250226 Tencent1361LMArena2026-10-08
167Claude 3.7 Sonnet Anthropic1361thinking-32kLMArena2026-10-08
168Qwen2.5-Max Alibaba (Qwen)1359LMArena2026-10-08
169MiniMax M1 MiniMax1359LMArena2026-10-08
170Qwen3 32B Alibaba (Qwen)1358LMArena2026-10-08
171Nvidia Llama 3.3 Nemotron Super 49b v1.5 NVIDIA1355LMArena2026-10-08
172GPT-5 Nano OpenAI1351highLMArena2026-10-08
173Gemini 2.0 Flash (Feb 2025) Google1350LMArena2026-10-08
174GLM-4.5V Z.ai (Zhipu)1347LMArena2026-10-08
175Olmo 3.1 32b Instruct Allen Institute for AI (Ai2)1347LMArena2026-10-08
176Claude 3.5 Sonnet Anthropic1342LMArena2026-10-08
177Step 1o Turbo 202506 StepFun1339LMArena2026-10-08
178QwQ-32B Alibaba (Qwen)1333LMArena2026-10-08
179Command A Cohere1330LMArena2026-10-08
180Qwen Plus Alibaba (Qwen)1328LMArena2026-10-08
181Mercury Inception1322LMArena2026-10-08
182Gemini 2.0 Flash-Lite Google1322LMArena2026-10-08
183Gemma 3 27B Google1322LMArena2026-10-08
184Hunyuan Turbo 0110 Tencent1319LMArena2026-10-08
185Magistral Medium Mistral AI1319LMArena2026-10-08
186Olmo 3 32b Think Allen Institute for AI (Ai2)1319LMArena2026-10-08
187Step 2 16k Exp 202412 StepFun1316LMArena2026-10-08
188Qwen2.5 Plus 1127 Alibaba (Qwen)1314LMArena2026-10-08
189Yi-Lightning 01.AI1312LMArena2026-10-08
190Granite 4.1 8b IBM1312LMArena2026-10-08
191Llama 3.1 Nemotron Ultra 253b v1 NVIDIA1312LMArena2026-10-08
192DeepSeek-V2.5 (Sep 2024) DeepSeek1309LMArena2026-10-08
193Mistral Small 3.1 Mistral AI1309LMArena2026-10-08
194Hunyuan Large Vision Tencent1308LMArena2026-10-08
195Hunyuan Large 2025 02 10 Tencent1307LMArena2026-10-08
196gpt-oss-20b OpenAI1306LMArena2026-10-08
197GPT-4.1 nano OpenAI1306LMArena2026-10-08
198Llama 4 Maverick Meta1302LMArena2026-10-08
199GPT-4o OpenAI1297LMArena2026-10-08
200Llama 3.3 Nemotron 49b Super v1 NVIDIA1296LMArena2026-10-08
201Gemini 1.5 Pro (May 2024) Google1294LMArena2026-10-08
202Qwen2.5 72B Instruct Alibaba (Qwen)1292LMArena2026-10-08
203Olmo 3.1 32b Think Allen Institute for AI (Ai2)1291LMArena2026-10-08
204Llama 3.1-405B Meta1291LMArena2026-10-08
205GPT-4o mini OpenAI1290LMArena2026-10-08
206Qwen Max Alibaba (Qwen)1288LMArena2026-10-08
207Grok-2 (Dec 2024) xAI1287LMArena2026-10-08
208Claude 3.5 Haiku Anthropic1286LMArena2026-10-08
209Llama 4 Scout Meta1286LMArena2026-10-08
210Gemma 3 12B Google1281LMArena2026-10-08
211Mistral Large Mistral AI1277LMArena2026-10-08
212Qwen2.5-Coder-32B Alibaba (Qwen)1276LMArena2026-10-08
213Llama 3.1 Nemotron 70b Instruct NVIDIA1272LMArena2026-10-08
214Amazon Nova Pro Amazon1270LMArena2026-10-08
215Hunyuan Standard 2025 02 10 Tencent1270LMArena2026-10-08
216Grok 2 Mini 2024 08 13 xAI1269LMArena2026-10-08
217Gemma 3n E4b IT Google1268LMArena2026-10-08
218GPT-4 Turbo OpenAI1268LMArena2026-10-08
219Llama-3.3-70B-Instruct Meta1268LMArena2026-10-08
220Claude 3 Opus Anthropic1264LMArena2026-10-08
221Gemini 1.5 Flash (May 2024) Google1261LMArena2026-10-08
222Llama 3.1-70B Meta1260LMArena2026-10-08
223Gemini Advanced 0514 Google1255LMArena2026-10-08
224GPT-4 OpenAI1254LMArena2026-10-08
225Deepseek Coder v2 DeepSeek1251LMArena2026-10-08
226Granite 4.0 H Small IBM1249LMArena2026-10-08
227Mistral Small 3 Mistral AI1246LMArena2026-10-08
228Amazon Nova Lite Amazon1239LMArena2026-10-08
229Tulu 3 (Tülu 3) 70B Allen Institute for AI (Ai2)1235LMArena2026-10-08
230Phi-4 Microsoft1231LMArena2026-10-08
231Gemma 3 4B Google1230LMArena2026-10-08
232Llama 3.1 Nemotron 51b Instruct NVIDIA1223LMArena2026-10-08
233Claude 3 Sonnet Anthropic1223LMArena2026-10-08
234Amazon Nova Micro Amazon1218LMArena2026-10-08
235Gemini 1.5 Flash 8B Google1218LMArena2026-10-08
236Gemma 2 27B Google1211LMArena2026-10-08
237Olmo 2 0325 32b Instruct Allen Institute for AI (Ai2)1210LMArena2026-10-08
238Nemotron 4 340b Instruct NVIDIA1209LMArena2026-10-08
239Llama 3-70B Meta1206LMArena2026-10-08
240Ministral 8B Mistral AI1202LMArena2026-10-08
241Claude 3 Haiku Anthropic1199LMArena2026-10-08
242C4ai Aya Expanse 32b Cohere1197LMArena2026-10-08
243Qwen2-72B Alibaba (Qwen)1196LMArena2026-10-08
244Llama 3.1-8B Meta1195LMArena2026-10-08
245Command R+ Cohere1187LMArena2026-10-08
246Granite 3.1 8b Instruct IBM1186LMArena2026-10-08
247Qwen1.5-110B Alibaba (Qwen)1184LMArena2026-10-08
248Llama 3.1 Tulu 3 8b Allen Institute for AI (Ai2)1183LMArena2026-10-08
249Gemma 2 9B Google1173LMArena2026-10-08
250Command R Cohere1169LMArena2026-10-08
251Yi-1.5-34B 01.AI1169LMArena2026-10-08
252Mixtral 8x22B Mistral AI1166LMArena2026-10-08
253Qwen1.5-72B Alibaba (Qwen)1165LMArena2026-10-08
254Mistral Mistral AI1162mediumLMArena2026-10-08
255C4ai Aya Expanse 8b Cohere1160LMArena2026-10-08
256Qwen1.5-32B Alibaba (Qwen)1155LMArena2026-10-08
257Llama 3-8B Meta1152LMArena2026-10-08
258Granite 3.1 2b Instruct IBM1149LMArena2026-10-08
259Qwen1.5-14B Alibaba (Qwen)1138LMArena2026-10-08
260GPT-3.5-turbo OpenAI1136LMArena2026-10-08
261DBRX Databricks1132LMArena2026-10-08
262Phi 3 Medium 4k Instruct Microsoft1130LMArena2026-10-08
263Mixtral 8x7B Mistral AI1126LMArena2026-10-08
264Granite 3.0 8b Instruct IBM1112LMArena2026-10-08
265Gemma 2 2b IT Google1112LMArena2026-10-08
266Yi-34B 01.AI1112LMArena2026-10-08
267Gemini 1.0 Pro Google1108LMArena2026-10-08
268Qwen1.5-7B Alibaba (Qwen)1107LMArena2026-10-08
269Phi 3 Small 8k Instruct Microsoft1101LMArena2026-10-08
270Llama 3.2 3B Meta1098LMArena2026-10-08
271DeepSeek LLM 67B DeepSeek1096LMArena2026-10-08
272Phi 3 Mini 4k Instruct June 2024 Microsoft1093LMArena2026-10-08
273Phi 3 Mini 4k Instruct Microsoft1093LMArena2026-10-08
274Granite 3.0 2b Instruct IBM1090LMArena2026-10-08
275Gemma 1.1 7b IT Google1084LMArena2026-10-08
276Mistral 7B Mistral AI1082LMArena2026-10-08
277Wizardlm 70b Microsoft1081LMArena2026-10-08
278Llama 2-70B Meta1079LMArena2026-10-08
279Qwen-14B Alibaba (Qwen)1071LMArena2026-10-08
280Llama 3.2 1B Meta1070LMArena2026-10-08
281Llama 2-13B Meta1062LMArena2026-10-08
282Gemma 7B Google1048LMArena2026-10-08
283Codellama 34b Instruct Meta1046LMArena2026-10-08
284Phi 3 Mini 128k Instruct Microsoft1039LMArena2026-10-08
285Wizardlm 13b Microsoft1035LMArena2026-10-08
286Gemma 1.1 2b IT Google1034LMArena2026-10-08
287Llama2 70b Steerlm Chat NVIDIA1025LMArena2026-10-08
288Olmo 7b Instruct Allen Institute for AI (Ai2)1016LMArena2026-10-08
289Gemma 2B Google1010LMArena2026-10-08
290Llama 2-7B Meta1002LMArena2026-10-08
291Qwen1.5 4b Chat Alibaba (Qwen)999LMArena2026-10-08
292Palm 2 Google994LMArena2026-10-08
293Dolly 2.0-12b Databricks776LMArena2026-10-08
294Llama 13b Meta683LMArena2026-10-08

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Other coding benchmarks

Frequently asked questions

What does LMArena Coding measure?

LMArena ratings restricted to coding prompts.

Which model has the highest LMArena Coding score?

As of October 2026, Gemini 4 Argon has the highest published LMArena Coding score on Noometry at 1550, out of 294 models with results.

What is the best open-weight model on LMArena Coding?

MiMo-V2.6-Pro has the highest LMArena Coding rating among open-weight models at 1534, ranking 4 of 294 overall.