Text Arena | Coding

View overall rankings across various AI models in text-to-text tasks across math, coding, creative writing, and other open-ended domains.

Mar 11, 2026
970,716 votes
186 open source models
Rank Spread
19
MoonshotAI
Moonshot · Modified MIT
1483±12
519
2,290$0.45 / $2.20262.1K
211
MoonshotAI
Moonshot · Modified MIT
1482±11
519
3,148$0.60 / $3N/A
316
Meituan · MIT
1468±13
833
2,236$0.20 / $0.80131.1K
417
Qwen Icon
Alibaba · Apache 2.0
1467±13
839
1,913$0.39 / $2.34262.1K
524
Z.ai · MIT
1454±12
1457
2,423$0.38 / $1.98202.8K
627
MoonshotAI
Moonshot · Modified MIT
1452±7
1552
8,342$1.15 / $8262.1K
729
Z.ai · MIT
1450±7
1654
7,466$0.39 / $1.90204.8K
830
Z.ai · MIT
1448±13
1564
2,107$0.72 / $2.30202.8K
935
DeepSeek · MIT
1447±8
1760
7,050$0.26 / $0.38163.8K
1036
DeepSeek · MIT
1446±8
1761
5,520$0.26 / $0.38163.8K
1138
Mistral · Apache 2.0
1444±8
1964
6,519$0.50 / $1.50N/A
1239
Qwen Icon
Alibaba · Apache 2.0
1443±5
2164
15,030$0.26 / $1.06N/A
1343
Qwen Icon
Alibaba · Apache 2.0
1440±9
2167
4,759$0.09 / $1.10131.1K
1444
Qwen Icon
Alibaba · Apache 2.0
1439±13
1975
2,339$0.20 / $0.88262.1K
1545
1437±13
1977
1,892$0.27 / $0.41163.8K
1646
1437±9
2372
4,996$0.09 / $0.29262.1K
1748
Qwen Icon
Alibaba · Apache 2.0
1435±17
1982
1,074$0.26 / $2.08262.1K
1850
DeepSeek · MIT
1434±12
2378
2,492$0.27 / $0.41163.8K
1952
Z.ai · MIT
1433±9
2877
4,779$0.60 / $2.20131.1K
2054
Minimax
MiniMax · Modified MIT
1432±13
2380
2,144$0.27 / $0.95196.6K
2157
Stepfun
StepFun · Apache 2.0
1431±12
2779
2,560$0.10 / $0.30256K
2258
Qwen Icon
Alibaba · Apache 2.0
1429±14
2584
1,617$0.26 / $2.60131.1K
2360
DeepSeek · MIT
1426±11
3684
2,778$0.45 / $2.15163.8K
2462
1425±24
2198
641$0.21 / $0.79163.8K
2564
Qwen Icon
Alibaba · Apache 2.0
1423±15
3690
1,626$0.11 / $0.60262.1K
2665
Minimax
MiniMax · MIT
1421±10
4288
3,457$0.27 / $0.95196.6K
2766
DeepSeek · MIT
1419±13
4195
1,907$1.23 / $4.94N/A
2869
Qwen Icon
Alibaba · Apache 2.0
1418±9
4789
4,667$0.09 / $0.30262.1K
2970
Qwen Icon
Alibaba · Apache 2.0
1418±17
4098
1,148$0.16 / $1.30262.1K
3071
1415±12
4596
2,465$0.09 / $0.29262.1K
3173
DeepSeek · MIT
1414±12
4897
2,640$1.23 / $4.94N/A
3276
Qwen Icon
Alibaba · Apache 2.0
1412±17
42100
1,100$0.20 / $1.56262.1K
3379
Qwen Icon
Alibaba · Apache 2.0
1411±9
5597
4,942$0.40 / $1.60262.1K
3483
DeepSeek · MIT
1406±21
45110
788$0.21 / $0.79163.8K
3585
Nvidia
Nvidia · NVIDIA Open Model
1404±20
52112
877N/AN/A
3688
MoonshotAI
Moonshot · Modified MIT
1400±12
60107
2,254$0.60 / $2.50262.1K
3791
Qwen Icon
Alibaba · Apache 2.0
1398±8
69103
7,082$0.46 / $1.82131.1K
3894
Z.ai · MIT
1395±8
71109
6,083$0.13 / $0.85131.1K
3995
AntGroup
Ant Group · MIT
1392±15
68118
1,509N/AN/A
4096
Qwen Icon
Alibaba · Apache 2.0
1390±12
74117
2,684$0.10 / $0.78131.1K
4198
Z.ai · MIT
1389±25
60136
535$0.30 / $0.90131.1K
42101
Qwen Icon
Alibaba · Apache 2.0
1385±9
83120
4,407$0.46 / $1.82131.1K
43103
Z.ai · MIT
1383±11
83129
2,744$0.06 / $0.40202.8K
44105
OpenAI · Apache 2.0
1380±8
89129
6,461$0.04 / $0.19131.1K
45106
Nvidia
Nvidia · NVIDIA Open Model
1379±11
88132
3,290$0.06 / $0.24262.1K
46108
MoonshotAI
Moonshot · Modified MIT
1377±8
91131
5,332$0.60 / $2.50131.1K
47110
Minimax
MiniMax · Apache 2.0
1374±15
88137
1,524$0.26 / $1196.6K
48112
DeepSeek · MIT
1371±12
94137
2,317$0.70 / $2.5064K
49115
PrimeIntellect
Prime Intellect · MIT
1368±19
90141
977$0.20 / $1.10131.1K
50116
DeepSeek · MIT
1367±7
101136
8,451$3 / $4.5032.8K
51120
AntGroup
Ant Group · MIT
1366±15
96140
1,522N/AN/A
52123
Stepfun
StepFun · Apache 2.0
1364±17
96141
1,240$0.57 / $1.4265.5K
53124
Mistral · Apache 2.0
1362±10
102140
3,417$0.10 / $0.3032K
54129
Minimax
MiniMax · Apache 2.0
1360±8
106140
6,575$0.40 / $2.201M
55131
Qwen Icon
Alibaba · Apache 2.0
1358±25
95151
513$0.08 / $0.2441K
56132
Arcee AI
Arcee AI · Apache 2.0
1356±17
101148
1,188N/AN/A
57133
Nvidia
1355±22
97151
666$0.10 / $0.40131.1K
58136
Z.ai · MIT
1350±19
105153
992$0.60 / $1.8065.5K
59137
AllenAI
Ai2 · Apache 2.0
1349±12
113148
2,548$0.20 / $0.6065.5K
60142
Qwen Icon
Alibaba · Apache 2.0
1338±9
130154
4,599$0.08 / $0.2841K
61143
Qwen Icon
Alibaba · Apache 2.0
1334±9
130159
4,103$0.15 / $0.4032.8K
62144
Cohere
Cohere · CC-BY-NC-4.0
1330±6
135160
10,276$2.50 / $10256K
63147
DeepSeek · DeepSeek
1325±10
136164
3,280$1.14 / $4.56N/A
64148
Google · Gemma
1322±7
141164
8,166$0.03 / $0.11128K
65150
AllenAI
Ai2 · Apache 2.0
1321±18
132171
1,055$0.15 / $0.5065.5K
66156
NexusFlow · NexusFlow
1312±9
144171
4,019N/AN/A
67157
Nvidia
Nvidia · Nvidia Open Model
1312±30
131187
367$0.60 / $1.80131.1K
68158
1309±8
144171
6,197$0.10 / $0.3032K
69159
DeepSeek · DeepSeek
1309±17
141181
1,079N/AN/A
70161
OpenAI · Apache 2.0
1307±13
144178
2,172$0.03 / $0.14131.1K
71165
1302±7
148177
7,104$0.63 / $1.80131.1K
72166
DeepSeek · DeepSeek
1301±9
148182
4,252N/AN/A
73168
Nvidia
1295±32
141198
286N/AN/A
74170
Qwen Icon
Alibaba · Qwen
1292±8
155185
6,688$1.20 / $1.20N/A
75171
Meta
Meta · Llama 3.1 Community
1291±7
156187
6,249$4 / $432.8K
76174
AllenAI
Ai2 · Apache 2.0
1288±15
150194
1,598$0.15 / $0.5065.5K
77175
Qwen Icon
Alibaba · Qwen
1288±11
156190
2,756$1.60 / $6.4032.8K
78178
1286±9
159190
5,325$0.40 / $0.708.2K
79180
Meta
Meta · Llama 3.1 Community
1283±7
162190
9,714$4 / $432.8K
80182
Google · Gemma
1281±23
150203
543$0.04 / $0.13131.1K
81183
Mistral · Mistral Research
1276±8
168196
7,589$2 / $6131.1K
82184
Qwen Icon
Alibaba · Apache 2.0
1275±18
160203
873$0.87 / $0.8732K
83185
Mistral · MRL
1275±9
168197
4,212$2 / $6131.1K
84186
Nvidia
1271±15
166204
1,312$1.20 / $1.20131.1K
85187
Google · Gemma
1270±10
173201
3,584$0.02 / $0.0432.8K
86190
Meta
Meta · Llama-3.3
1269±6
179200
8,814$0.10 / $0.32131.1K
87193
NexusFlow · CC-BY-NC-4.0
1267±11
175204
3,122N/AN/A
88197
Meta
Meta · Llama 3.1 Community
1259±7
182206
9,389$0.40 / $0.40131.1K
89200
DeepSeek · DeepSeek License
1251±12
184213
2,671$0.14 / $0.28128K
90202
IBM · Apache 2.0
1247±18
183215
1,241N/AN/A
91203
Mistral · Apache 2.0
1245±12
190214
2,083$0.05 / $0.0832.8K
92206
AllenAI
Ai2 · Llama 3.1
1235±24
189223
450N/AN/A
93207
Azure
Microsoft · MIT
1231±10
201217
3,305$0.06 / $0.1416.4K
94209
Google · Gemma
1230±24
195224
605$0.04 / $0.08131.1K
95212
AI21 Labs · Jamba Open
1227±15
200222
1,440$2 / $8256K
96213
Nvidia
1223±22
200230
665N/AN/A
97217
Google · Gemma license
1211±6
207229
12,088$0.65 / $0.658.2K
98218
AllenAI
Ai2 · Apache-2.0
1210±28
202236
427$0.05 / $0.20128K
99219
Nvidia
Nvidia · NVIDIA Open Model
1209±11
207231
3,254N/AN/A
100221
Meta
Meta · Llama 3 Community
1206±7
210231
28,126$0.51 / $0.748.2K
101222
Mistral · MRL
1201±19
207235
838$0.10 / $0.10131.1K
102224
Cohere
Cohere · CC-BY-NC-4.0
1196±9
216235
4,685N/AN/A
103225
Qwen Icon
Alibaba · Qianwen LICENSE
1195±9
216235
6,249$0.90 / $0.9032.8K
104226
Meta
Meta · Llama 3.1 Community
1194±7
217235
8,582$0.02 / $0.0516.4K
105227
Princeton · MIT
1191±15
216241
1,471$0.03 / $0.098.2K
106230
Cohere
Cohere · CC-BY-NC-4.0
1187±14
218245
1,675$2.50 / $10128K
107231
IBM · Apache 2.0
1186±26
211249
478N/AN/A
108232
Qwen Icon
Alibaba · Qianwen LICENSE
1184±10
221245
4,763N/AN/A
109233
AllenAI
Ai2 · Llama 3.1
1183±25
213250
476N/AN/A
110235
AI21 Labs · Jamba Open
1178±15
221249
1,352$0.20 / $0.40256K
111236
Google · Gemma license
1173±7
227247
8,921$0.03 / $0.098.2K
112237
Cohere
Cohere · CC-BY-NC-4.0
1171±8
227249
13,937$2.50 / $10128K
113238
Cohere
Cohere · CC-BY-NC-4.0
1169±13
226250
1,783$0.15 / $0.60128K
114239
01.AI
01 AI · Apache-2.0
1169±11
227250
3,841N/AN/A
115240
Mistral · Apache 2.0
1165±9
230250
8,780$0.90 / $0.9065.5K
116241
Qwen Icon
Alibaba · Qianwen LICENSE
1165±10
229250
6,370N/AN/A
117244
Cohere
Cohere · CC-BY-NC-4.0
1160±15
229253
1,567N/AN/A
118245
InternLM
InternLM · Other
1159±14
233253
1,684$0 / $032.8K
119246
Qwen Icon
Alibaba · Apache 2.0
1155±24
227261
566$0.15 / $0.4032.8K
120247
Qwen Icon
Alibaba · Qianwen LICENSE
1154±11
234254
3,930N/AN/A
121249
Meta
Meta · Llama 3 Community
1151±8
237254
18,374$0.03 / $0.048.2K
122250
IBM · Apache 2.0
1149±25
231265
508N/AN/A
123251
Nexusflow · Apache-2.0
1142±13
242262
2,948N/AN/A
124252
Qwen Icon
Alibaba · Qianwen LICENSE
1137±13
244265
3,208$0.30 / $0.30N/A
125254
Databricks · DBRX LICENSE
1131±11
249265
5,502$0.60 / $0.6032.8K
126255
Azure
Microsoft · MIT
1130±10
249266
3,973$0.17 / $0.68N/A
127256
HuggingFace
HuggingFace · Apache 2.0
1129±21
244271
831N/AN/A
128257
Cohere
Cohere · CC-BY-NC-4.0
1127±9
249267
9,645$0.15 / $0.60128K
129258
Mistral · Apache 2.0
1126±8
249267
11,784$0.63 / $0.6332K
130259
AllenAI/UW · AI2 ImpACT Low-risk
1116±21
249278
805N/AN/A
131261
OpenChat
OpenChat · Apache-2.0
1113±14
252277
2,005N/AN/A
132262
IBM · Apache 2.0
1112±18
250278
1,108N/AN/A
133263
Google · Gemma license
1112±8
255274
7,298N/AN/A
134264
01.AI
01 AI · Yi License
1111±13
252277
2,345$0.90 / $0.904.1K
135266
Qwen Icon
Alibaba · Qianwen LICENSE
1107±21
252286
772$0.20 / $0.20N/A
136268
Azure
Microsoft · MIT
1101±12
258284
3,219$0.15 / $0.60N/A
137269
Meta
Meta · Llama 3.2
1097±16
258287
1,351$0.05 / $0.3480K
138270
UC Berkeley · CC-BY-NC-4.0
1097±17
258288
1,397N/AN/A
139271
DeepSeek · DeepSeek License
1095±24
256290
649N/AN/A
140272
1093±14
259288
1,841$0.13 / $0.524.1K
141273
Azure
Microsoft · MIT
1092±12
259288
3,449$0.13 / $0.52N/A
142274
IBM · Apache 2.0
1090±17
259290
1,134N/AN/A
143275
Snowflake
Snowflake · Apache 2.0
1089±11
260288
5,734N/AN/A
144276
Google · Gemma license
1083±11
265290
4,332$0.03 / $0.098.2K
145277
Mistral · Apache-2.0
1081±12
265290
3,114$0.20 / $0.2032.8K
146278
Azure
Microsoft · Llama 2 Community
1081±20
260293
988N/AN/A
147279
NousResearch · Apache-2.0
1079±24
260294
575$0.90 / $0.90N/A
148280
Meta
Meta · Llama 2 Community
1078±10
267290
5,717$0.70 / $2.804.1K
149281
LMSYS · Non-commercial
1078±13
265291
2,866$0 / $02K
150282
OpenChat
OpenChat · Apache-2.0
1074±20
265295
971$0.20 / $0.20N/A
151283
Qwen Icon
Alibaba · Qianwen LICENSE
1071±24
263298
599N/AN/A
152284
Meta
Meta · Llama 3.2
1070±16
268295
1,346$0.03 / $0.2060K
153285
Upstage AI · CC-BY-NC-4.0
1066±27
265298
482$0.30 / $0.30N/A
154286
NousResearch · Apache-2.0
1064±24
267298
589$0.17 / $0.17N/A
155287
Meta
Meta · Llama 2 Community
1062±13
274297
2,626$0.25 / $0.254.1K
156288
HuggingFace
HuggingFace · MIT
1052±41
265307
201N/AN/A
157289
Google · Gemma license
1048±17
280303
1,381$0.05 / $0.088.2K
158290
HuggingFace
HuggingFace · Apache 2.0
1047±33
270307
352N/AN/A
159291
Meta
Meta · Llama 2 Community
1045±21
279303
853$0.35 / $1.4016.4K
160292
HuggingFace
HuggingFace · MIT
1044±18
280303
1,250$0.15 / $0.1516.4K
161293
LMSYS · Llama 2 Community
1040±14
282303
2,389$0.30 / $0.30N/A
162294
Azure
Microsoft · MIT
1039±13
284303
3,886$0.13 / $0.52N/A
163295
MosaicML · CC-BY-NC-SA-4.0
1039±36
274307
258N/AN/A
164296
Azure
Microsoft · Llama 2 Community
1034±22
281307
735$0.30 / $0.30N/A
165297
Google · Gemma license
1034±14
285304
1,963N/AN/A
166298
Nvidia
Nvidia · Llama 2 Community
1024±29
284307
467N/AN/A
167299
Mistral · Apache 2.0
1018±20
288307
1,032$0.07 / $0.284.1K
168300
AllenAI
Ai2 · Apache-2.0
1015±22
288307
772$0.20 / $0.20N/A
169301
LMSYS · Llama 2 Community
1010±23
288308
726$0.20 / $0.20N/A
170302
Google · Gemma license
1009±22
288308
742$0.10 / $0.10N/A
171303
Meta
Meta · Llama 2 Community
1002±14
294308
1,956$0.15 / $0.154.1K
172304
Together AI · Apache 2.0
1001±23
293308
704$0.20 / $0.20N/A
173305
Qwen Icon
Alibaba · Qianwen LICENSE
998±17
294308
1,283$0.10 / $0.10N/A
174306
UW · Non-commercial
995±36
288309
263N/AN/A
175308
Tsinghua · Apache-2.0
964±27
301313
535N/AN/A
176309
UC Berkeley · Non-commercial
945±25
307314
747N/AN/A
177310
RWKV
RWKV · Apache 2.0
927±28
308315
505N/AN/A
178311
Tsinghua · Non-commercial
919±27
308315
551N/AN/A
179312
MosaicML · CC-BY-NC-SA-4.0
913±32
308315
397N/AN/A
180313
Tsinghua · Apache-2.0
902±36
308315
293N/AN/A
181314
OpenAssistant · Apache 2.0
900±26
309315
714N/AN/A
182315
Stability
Stability AI · CC-BY-NC-SA-4.0
886±34
310315
363N/AN/A
183316
Stanford · Non-commercial
798±28
316318
626N/AN/A
184317
Databricks · MIT
776±34
316318
396N/AN/A
185318
LMSYS · Apache 2.0
763±31
316318
428N/AN/A
186319
Meta
Meta · Non-commercial
683±41
319319
304$0.23 / $0.23N/A

Remove Style Control Leaderboard Plots

Battle Count for Each Combination of Models (without Ties)

Fraction of Model A Wins for All Non-tied A vs. B Battles

Average Win Rate Against All Other Models (Uniform Sampling and No Ties)

Confidence Intervals on Model Strength (via Bootstrapping)