Benchmarks / Composite

Arena Text — Multi-Turn

Crowdsourced pairwise human preference restricted to multi-turn conversations (style control on); Bradley-Terry rating.

211models
–Open Index weight
–last updated
LMArenapublisher

Arena Text — Multi-Turn

Higher is better · best effort per model

Chart settings
211 of 211 selected

full table below

#ModelEffortScoreCost / taskHarness
1Gemini 4high1553––
2Opus 4.6high1518––
3Fable 5high1516––
4Opus 4.7high1516––
5Muse Spark 1.2xhigh1506––
6Gemini 3.8 Flashhigh1503––
7Kimi K3max1500––
8Opus 5.5high1498––
9Gemini 3.1 Prohigh1497––
10Muse Spark 1.1xhigh1497––
11Opus 4.8high1497––
12Gemini 3 Prohigh1496––
13GPT-5.2xhigh1495––
14GPT-5.4high1493––
15Qwen 3.8 Maxmax1492––
16Gemini 3.7 Flashhigh1492––
17GPT-5.6 Solxhigh1488––
18GPT-5.5high1487––
19Gemini 3.6 Flashhigh1487––
20Muse Spark 1.3max1487––
21GPT-6.1 Solmax1487––
22Opus 5max1486––
23Opus 4.5high1486––
24Fable 5.1max1485––
25GPT-6 Astramax1484––
26Sonnet 5.5xhigh1484––
27Grok 4.20xhigh1483––
28Qwen 3.7 Maxmax1483––
29GPT-5.5 Instant–1482––
30Gemini 3 Flashhigh1482––
31MiMo V2.5 Proxhigh1481––
32Sonnet 4.6max1481––
33GLM 5.3max1481––
34Gemini 3.5 Flashhigh1480––
35GLM 5.1max1478––
36Sonnet 4.5high1478––
37Qwen 3.5 Max–1477––
38GLM 5.2max1475––
39DeepSeek V4 Promax1475––
40Sonnet 5high1473––
41Grok 4.5high1472––
42GLM 5.3 Flashmax1472––
43Opus 4.1high1471––
44GLM 5high1471––
45GPT-5.6 Terraxhigh1469––
46Qwen 3.6 Maxmax1469––
47GPT-6 Solmax1467––
48GPT-5.3xhigh1467––
49Gemini 3.5 Flash-Litexhigh1467––
50GPT-4.5none1466––
51GPT-5.4 Minihigh1466––
52DeepSeek V4.1 Flashmax1466––
53Gemma 4 31Bmax1466––
54MiMo V2 Pro–1465––
55GPT-5.1high1464––
56Qwen 3.7 Plushigh1464––
57Kimi K2.6xhigh1461––
58Grok 4.1–1461––
59GPT-5.6 Lunaxhigh1457––
60GLM 4.7none1457––
61MiMo V2.6 Prohigh1456––
62DeepSeek V4 Flashmax1453––
63Qwen 3.5 397B-A17Bmax1453––
64Kimi K2.5high1452––
65MiMo V2–1452––
66MiMo V2.6 Flashhigh1452––
67MiniMax M3max1452––
68Hy3xhigh1451––
69MiMo V2.5xhigh1451––
70GPT-5high1449––
71Gemma 4 26Bxhigh1448––
72Gemini 2.5 Prohigh1448––
73Grok 4.6high1447––
74Qwen 3 Maxmax1447––
75Grok 4.3xhigh1446––
76Qwen 3.6 Plusmax1445––
77GPT-6 Lunamax1444––
78Qwen 3.8 27Bmax1441––
79Inklingmax1441––
80Opus 4medium1439––
81Qwen 3 235B-A22Bxhigh1436––
82Gemini 3.1 Flash-Litehigh1436––
83GLM 5 Vhigh1433––
84Kimi K2medium1433––
85Mistral Medium 3.5high1432––
86GPT-4.1high1430––
87Grok 4.7xhigh1430––
88DeepSeek V3.2high1428––
89MiniMax M2.7high1426––
90Mistral Large 4high1425––
91Haiku 4.5high1425––
92Qwen 3high1425––
93Grok 4 Fastnone1422––
94GLM 4.6none1422––
95Sonnet 4high1421––
96o3high1420––
97Mistral Large 3none1420––
98Kimi K2.0711–1419––
99Qwen 3.5 122B-A10Bnone1419––
100Inkling Smallxhigh1416––
101DeepSeek V3.1none1415––
102Qwen 3.5 27Bhigh1414––
103Grok 4.1 Fasthigh1413––
104GPT-5.4 Nanohigh1413––
105Grok 4.0709–1413––
106DeepSeek V3.0324–1411––
107Grok 3none1410––
108DeepSeek R1xhigh1410––
109Mistral Medium 2508–1407––
110Kimi K2.0905–1404––
111DeepSeek R1.0528–1404––
112GLM 4.5xhigh1404––
113Gemini 2.5 Flashmedium1403––
114Mistral Medium 2505–1403––
115Sonnet 3.7medium1400––
116Nemotron 3 Ultramax1397––
117Qwen 3 Codermedium1397––
118MiniMax M2.5high1396––
119Qwen 3.5 Flashmax1396––
120Qwen 3.5 35B-A3Blow1394––
121GPT-4.1 Minihigh1393––
122MiniMax M2.1–1393––
123o1high1390––
124Sonnet 3.5medium1390––
125MiMo V2 Flashhigh1388––
126o4 minihigh1383––
127Qwen 3 30B-A3Bnone1379––
128DeepSeek V3none1373––
129Gemini 2.5 Flash Litenone1373––
130Qwen 2.5 Maxnone1372––
131GPT-5 Minihigh1372––
132GLM 4.6 Vlow1368––
133GLM 4.5 Air–1368––
134Mistral Small 2506–1365––
135GLM 4.7 Flashnone1359––
136MiniMax M2–1358––
137Gemma 3 27B ITmedium1358––
138MiniMax M1–1357––
139Gemini 2.0 Flashmedium1357––
140GLM 4.5 Vnone1356––
141Grok 3 Minihigh1350––
142Nemotron 3.5 Lightning–1348––
143o3 minihigh1345––
144Gemma 3 12B IT–1344––
145Mercury 2high1343––
146Llama 3.1max1342––
147Llama 3.3none1341––
148GPT-4ohigh1341––
149Llama 3.1 405bnone1340––
150Qwen 3 32Bnone1337––
151GLM 4–1333––
152Gemini 1.5 Pronone1329––
153Haiku 3.5medium1328––
154Gemini 2.0 Flash-Litenone1327––
155gpt-oss-120bhigh1326––
156Llama 4 Maverickmedium1326––
157Grok 2.2024–1324––
158GPT-5 Nanohigh1324––
159o1 minihigh1323––
160DeepSeek V2.5none1323––
161Opus 3none1322––
162Llama 4 Scoutmedium1319––
163Llama 3.3 70bnone1317––
164GPT-4.1 Nanohigh1314––
165Magistral Medium 2506–1313––
166GPT-4high1313––
167GPT-4o minihigh1311––
168Qwen 2.5 Plus–1307––
169GPT-4.1106–1299––
170Qwen 2.5 72Bnone1299––
171Mistral Large 2407–1297––
172Grok 2 Mini–1296––
173Mistral Large 2411–1294––
174GPT-4.0125–1292––
175Mistral Small 3.1none1291––
176gpt-oss-20bhigh1289––
177Llama 3.1 70bnone1289––
178Gemma 2 27B IT–1280––
179Sonnet 3none1278––
180Gemini 1.5 Flashnone1277––
181GPT-4.0314–1274––
182Llama 3 70bnone1273––
183Gemma 3 4B IT–1272––
184Gemma 2 9B IT–1272––
185GPT-4.0613–1262––
186GLM 4.0520–1259––
187Qwen 2.5 Codernone1251––
188Mistral Smallnone1250––
189Haiku 3medium1245––
190Qwen 2 72Bnone1244––
191Mistral Large 2402–1227––
192Qwen 1.5 72B–1218––
193Qwen 1.5 110Bnone1213––
194Llama 3 8bnone1206––
195GPT-3.5high1201––
196Llama 3.1 8bmedium1198––
197Mistral Mediumnone1196––
198Qwen 1.5 32B–1193––
199Qwen 1.5 14B–1166––
200Gemma 2 2B IT–1164––
201Llama 3.2 3bnone1149––
202Mistralnone1136––
203Llama 2 70bnone1135––
204Gemma 1.1 7B IT–1124––
205Qwen 1.5 7B–1114––
206Llama 2 13bnone1101––
207Llama 2 7bnone1078––
208Llama 3.2 1bnone1076––
209Qwen 1.5 4B–1056––
210Gemma 1.1 2B IT–1050––
211Llama 1 3b–892––