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 31, 2026

1,015,744 votes

188 open source models

				Rank Spread
1	18	kimi-k2.5-thinking Moonshot · Modified MIT	1511±9	535	4,014	$0.60 / $3	N/A
2	23	kimi-k2.5-instant Moonshot · Modified MIT	1506±14	542	1,817	$0.38 / $1.72	262.1K
3	32	gemma-4-31b Google · Apache 2.0	1494±18	859	1,055	$0.14 / $0.40	262.1K
4	36	glm-5 Z.ai · MIT	1491±11	1654	2,729	$1 / $3.20	202.8K
5	37	qwen3.5-397b-a17b Alibaba · Apache 2.0	1488±10	2056	3,055	$0.39 / $2.34	262.1K
6	38	gemma-4-26b-a4b Google · Apache 2.0	1488±18	1571	1,044	N/A	N/A
7	40	glm-4.7 Z.ai · MIT	1487±12	2064	2,420	$0.39 / $1.75	202.8K
8	41	kimi-k2-thinking-turbo Moonshot · Modified MIT	1487±7	2554	9,402	$1.15 / $8	262.1K
9	45	longcat-flash-chat Meituan · MIT	1476±13	3179	2,241	$0.20 / $0.80	131.1K
10	47	deepseek-v3.2-exp-thinking DeepSeek · MIT	1475±13	3181	1,938	$0.27 / $0.41	163.8K
11	49	deepseek-v3.2-thinking DeepSeek · MIT	1474±8	3576	6,481	$0.26 / $0.38	163.8K
12	52	qwen3-235b-a22b-instruct-2507 Alibaba · Apache 2.0	1472±5	3876	16,127	$0.26 / $1.06	N/A
13	55	mistral-large-3 Mistral · Apache 2.0	1468±7	3981	7,691	$0.50 / $1.50	N/A
14	56	deepseek-v3.2 DeepSeek · MIT	1468±7	3982	8,155	$0.26 / $0.38	163.8K
15	58	kimi-k2-0905-preview Moonshot · Modified MIT	1467±13	3591	2,257	$0.60 / $2.50	262.1K
16	60	minimax-m2.5 MiniMax · Modified MIT	1466±10	3888	3,290	$0.12 / $0.99	196.6K
17	61	qwen3-vl-235b-a22b-instruct Alibaba · Apache 2.0	1466±13	3796	2,347	$0.20 / $0.88	262.1K
18	62	deepseek-v3.2-exp DeepSeek · MIT	1466±12	3795	2,514	$0.27 / $0.41	163.8K
19	64	deepseek-r1-0528 DeepSeek · MIT	1464±11	3996	2,738	$0.45 / $2.15	163.8K
20	68	deepseek-v3.1-terminus-thinking DeepSeek · MIT	1462±24	33112	639	$0.21 / $0.79	163.8K
21	70	glm-4.6 Z.ai · MIT	1460±7	4396	7,539	$0.39 / $1.90	204.8K
22	72	kimi-k2-0711-preview Moonshot · Modified MIT	1459±8	4599	5,279	$0.60 / $2.50	131.1K
23	75	qwen3-vl-235b-a22b-thinking Alibaba · Apache 2.0	1457±14	41107	1,640	$0.26 / $2.60	131.1K
24	76	qwen3-coder-480b-a35b-instruct Alibaba · Apache 2.0	1457±9	47102	4,888	$0.40 / $1.60	262.1K
25	77	deepseek-v3.1-thinking DeepSeek · MIT	1456±13	43106	1,912	$1.23 / $4.94	N/A
26	79	glm-4.5 Z.ai · MIT	1455±9	48102	4,800	$0.60 / $2.20	131.1K
27	82	qwen3.5-122b-a10b Alibaba · Apache 2.0	1449±12	52114	2,256	$0.26 / $2.08	262.1K
28	83	step-3.5-flash StepFun · Apache 2.0	1449±10	57111	3,544	$0.10 / $0.30	262.1K
29	85	deepseek-v3.1 DeepSeek · MIT	1447±12	57117	2,637	$1.23 / $4.94	N/A
30	86	mimo-v2-flash (non-thinking) Xiaomi · MIT	1447±8	62111	6,206	$0.09 / $0.29	262.1K
31	87	qwen3-235b-a22b-no-thinking Alibaba · Apache 2.0	1446±8	65111	7,003	$0.46 / $1.82	131.1K
32	88	qwen3-next-80b-a3b-instruct Alibaba · Apache 2.0	1446±9	63114	4,841	$0.09 / $1.10	262.1K
33	89	deepseek-r1 DeepSeek · MIT	1444±12	60121	2,317	$0.70 / $2.50	64K
34	91	trinity-large Arcee AI · Apache 2.0	1443±12	61122	2,378	N/A	N/A
35	92	qwen3.5-35b-a3b Alibaba · Apache 2.0	1443±12	61122	2,338	$0.16 / $1.30	262.1K
36	94	qwen3-235b-a22b-thinking-2507 Alibaba · Apache 2.0	1442±15	57127	1,618	$0.15 / $1.50	131.1K
37	95	minimax-m2.1-preview MiniMax · MIT	1440±10	69125	3,436	$0.27 / $0.95	196.6K
38	97	qwen3-30b-a3b-instruct-2507 Alibaba · Apache 2.0	1440±9	73122	4,699	$0.09 / $0.30	262.1K
39	99	deepseek-v3.1-terminus DeepSeek · MIT	1439±21	56138	782	$0.21 / $0.79	163.8K
40	101	qwen3.5-27b Alibaba · Apache 2.0	1437±12	72129	2,246	$0.20 / $1.56	262.1K
41	104	qwen3-235b-a22b Alibaba · Apache 2.0	1434±9	78129	4,364	$0.46 / $1.82	131.1K
42	109	mimo-v2-flash (thinking) Xiaomi · MIT	1433±12	76136	2,448	$0.09 / $0.29	262.1K
43	116	deepseek-v3-0324 DeepSeek · MIT	1428±7	90136	8,424	$3 / $4.50	32.8K
44	117	glm-4.5-air Z.ai · MIT	1427±8	90137	6,164	$0.13 / $0.85	131.1K
45	119	glm-4.7-flash Z.ai · MIT	1425±11	88138	2,710	$0.06 / $0.40	202.8K
46	121	qwen3-next-80b-a3b-thinking Alibaba · Apache 2.0	1421±11	90140	2,710	$0.10 / $0.78	131.1K
47	122	glm-4.6v Z.ai · MIT	1421±25	75158	537	$0.30 / $0.90	131.1K
48	124	minimax-m1 MiniMax · Apache 2.0	1416±8	105142	6,537	$0.40 / $2.20	1M
49	126	mistral-small-2506 Mistral · Apache 2.0	1413±10	107145	3,380	$0.10 / $0.30	32K
50	127	ling-flash-2.0 Ant Group · MIT	1412±15	100150	1,544	N/A	N/A
51	129	nvidia-nemotron-3-super-120b-a12b Nvidia · NVIDIA Open Model	1412±20	91162	865	N/A	N/A
52	130	intellect-3 Prime Intellect · MIT	1410±19	98166	976	$0.20 / $1.10	131.1K
53	131	qwen3-32b Alibaba · Apache 2.0	1408±24	90168	513	$0.08 / $0.24	41K
54	132	step-3 StepFun · Apache 2.0	1408±17	105166	1,239	$0.57 / $1.42	65.5K
55	133	nvidia-llama-3.3-nemotron-super-49b-v1.5 Nvidia · Nvidia Open	1406±22	98167	662	$0.10 / $0.40	131.1K
56	134	glm-4.5v Z.ai · MIT	1404±18	107167	993	$0.60 / $1.80	65.5K
57	143	ring-flash-2.0 Ant Group · MIT	1392±15	125174	1,554	N/A	N/A
58	144	llama-3.1-nemotron-ultra-253b-v1 Nvidia · Nvidia Open Model	1391±30	108190	367	$0.60 / $1.80	131.1K
59	145	gpt-oss-120b OpenAI · Apache 2.0	1391±8	127168	6,543	$0.04 / $0.19	131.1K
60	147	command-a-03-2025 Cohere · CC-BY-NC-4.0	1390±6	128168	10,294	$2.50 / $10	256K
61	150	deepseek-v3 DeepSeek · DeepSeek	1387±10	128174	3,280	$1.14 / $4.56	N/A
62	152	qwen3-30b-a3b Alibaba · Apache 2.0	1387±9	128172	4,551	$0.08 / $0.28	41K
63	154	qwq-32b Alibaba · Apache 2.0	1385±9	130174	4,059	$0.15 / $0.58	131.1K
64	155	minimax-m2 MiniMax · Apache 2.0	1385±15	126181	1,561	$0.26 / $1	196.6K
65	156	olmo-3.1-32b-instruct Ai2 · Apache 2.0	1385±12	128178	2,530	$0.20 / $0.60	65.5K
66	161	deepseek-v2.5-1210 DeepSeek · DeepSeek	1374±17	132194	1,079	N/A	N/A
67	162	llama-3.1-405b-instruct-bf16 Meta · Llama 3.1 Community	1374±7	141184	6,249	$4 / $4	32.8K
68	164	llama-4-maverick-17b-128e-instruct Meta · Llama 4	1373±7	145186	7,024	$0.63 / $1.80	131.1K
69	167	gpt-oss-20b OpenAI · Apache 2.0	1369±13	141194	2,173	$0.03 / $0.11	131.1K
70	168	athene-v2-chat NexusFlow · NexusFlow	1369±9	147193	4,019	N/A	N/A
71	171	deepseek-v2.5 DeepSeek · DeepSeek	1368±9	148193	4,252	N/A	N/A
72	173	llama-3.1-405b-instruct-fp8 Meta · Llama 3.1 Community	1367±7	153193	9,714	$4 / $4	32.8K
73	175	olmo-3-32b-think Ai2 · Apache 2.0	1366±18	138205	1,061	$0.15 / $0.50	65.5K
74	177	nvidia-nemotron-3-nano-30b-a3b-bf16 Nvidia · NVIDIA Open Model	1365±11	153197	3,297	$0.06 / $0.24	262.1K
75	178	llama-3.3-nemotron-49b-super-v1 Nvidia · Nvidia	1363±31	130215	286	N/A	N/A
76	179	llama-4-scout-17b-16e-instruct Meta · Llama	1362±9	155200	5,284	$0.40 / $0.70	8.2K
77	180	mistral-small-3.1-24b-instruct-2503 Mistral · Apache 2.0	1361±8	156199	6,176	$0.10 / $0.30	32K
78	183	gemma-3-27b-it Google · Gemma	1358±7	159202	8,126	$0.08 / $0.16	131.1K
79	187	qwen2.5-72b-instruct Alibaba · Qwen	1355±8	161205	6,688	$1.20 / $1.20	N/A
80	189	mistral-large-2407 Mistral · Mistral Research	1353±8	164207	7,589	$2 / $6	131.1K
81	191	qwen-max-0919 Alibaba · Qwen	1352±11	161210	2,756	$1.60 / $6.40	32.8K
82	193	athene-70b-0725 NexusFlow · CC-BY-NC-4.0	1350±11	164212	3,122	N/A	N/A
83	197	mistral-large-2411 Mistral · MRL	1345±9	173213	4,212	$2 / $6	131.1K
84	198	llama-3.3-70b-instruct Meta · Llama-3.3	1344±6	179212	8,765	$0.10 / $0.32	131.1K
85	201	qwen2.5-coder-32b-instruct Alibaba · Apache 2.0	1342±19	164222	873	$0.87 / $0.87	32K
86	202	deepseek-coder-v2 DeepSeek · DeepSeek License	1341±12	175217	2,671	$0.14 / $0.28	128K
87	203	olmo-3.1-32b-think Ai2 · Apache 2.0	1340±15	171219	1,575	$0.15 / $0.50	65.5K
88	207	llama-3.1-70b-instruct Meta · Llama 3.1 Community	1332±7	190218	9,389	$0.40 / $0.40	131.1K
89	211	llama-3.1-nemotron-70b-instruct Nvidia · Llama 3.1	1329±15	184229	1,312	$1.20 / $1.20	131.1K
90	212	ibm-granite-h-small IBM · Apache 2.0	1327±17	184232	1,278	N/A	N/A
91	214	gemma-3-12b-it Google · Gemma	1317±23	190240	543	$0.04 / $0.13	131.1K
92	218	mistral-small-24b-instruct-2501 Mistral · Apache 2.0	1312±12	207238	2,083	$0.05 / $0.08	32.8K
93	220	jamba-1.5-large AI21 Labs · Jamba Open	1311±15	205240	1,440	$2 / $8	256K
94	221	llama-3.1-nemotron-51b-instruct Nvidia · Llama 3.1	1310±22	200243	665	N/A	N/A
95	223	gemma-3n-e4b-it Google · Gemma	1309±10	209238	3,542	$0.02 / $0.04	32.8K
96	225	llama-3.1-tulu-3-70b Ai2 · Llama 3.1	1307±24	201247	450	N/A	N/A
97	226	nemotron-4-340b-instruct Nvidia · NVIDIA Open Model	1306±11	209240	3,254	N/A	N/A
98	227	phi-4 Microsoft · MIT	1306±10	210240	3,305	$0.07 / $0.14	16.4K
99	229	gemma-2-27b-it Google · Gemma license	1305±6	212239	12,088	$0.65 / $0.65	8.2K
100	230	llama-3-70b-instruct Meta · Llama 3 Community	1304±7	212240	28,126	$0.51 / $0.74	8.2K
101	233	qwen2-72b-instruct Alibaba · Qianwen LICENSE	1295±9	216246	6,249	$0.90 / $0.90	32.8K
102	235	c4ai-aya-expanse-32b Cohere · CC-BY-NC-4.0	1291±9	218247	4,685	N/A	N/A
103	238	granite-3.1-8b-instruct IBM · Apache 2.0	1286±26	212264	478	N/A	N/A
104	239	command-r-08-2024 Cohere · CC-BY-NC-4.0	1279±13	229262	1,783	$0.15 / $0.60	128K
105	240	olmo-2-0325-32b-instruct Ai2 · Apache-2.0	1279±27	216268	427	$0.05 / $0.20	128K
106	241	command-r-plus-08-2024 Cohere · CC-BY-NC-4.0	1278±14	229262	1,675	$2.50 / $10	128K
107	242	qwen1.5-110b-chat Alibaba · Qianwen LICENSE	1278±10	231261	4,763	N/A	N/A
108	244	gemma-3-4b-it Google · Gemma	1275±24	221269	605	$0.04 / $0.08	131.1K
109	245	mixtral-8x22b-instruct-v0.1 Mistral · Apache 2.0	1275±9	233262	8,780	$0.90 / $0.90	65.5K
110	246	ministral-8b-2410 Mistral · MRL	1274±19	229268	838	$0.10 / $0.10	131.1K
111	247	qwen1.5-72b-chat Alibaba · Qianwen LICENSE	1273±10	235263	6,370	N/A	N/A
112	250	gemma-2-9b-it-simpo Princeton · MIT	1272±15	231267	1,471	$0.03 / $0.09	8.2K
113	251	gemma-2-9b-it Google · Gemma license	1270±7	235262	8,921	$0.03 / $0.09	8.2K
114	252	command-r-plus Cohere · CC-BY-NC-4.0	1270±8	235263	13,937	$2.50 / $10	128K
115	253	jamba-1.5-mini AI21 Labs · Jamba Open	1264±15	235271	1,352	$0.20 / $0.40	256K
116	256	qwen1.5-32b-chat Alibaba · Qianwen LICENSE	1259±11	238271	3,930	N/A	N/A
117	258	llama-3.1-8b-instruct Meta · Llama 3.1 Community	1259±7	239268	8,582	$0.02 / $0.05	16.4K
118	259	c4ai-aya-expanse-8b Cohere · CC-BY-NC-4.0	1255±15	238274	1,567	N/A	N/A
119	260	llama-3.1-tulu-3-8b Ai2 · Llama 3.1	1253±25	235279	476	N/A	N/A
120	261	llama-3-8b-instruct Meta · Llama 3 Community	1251±8	249273	18,374	$0.03 / $0.04	8.2K
121	262	dbrx-instruct-preview Databricks · DBRX LICENSE	1248±11	249276	5,502	$0.60 / $0.60	32.8K
122	263	granite-3.1-2b-instruct IBM · Apache 2.0	1247±25	238281	508	N/A	N/A
123	264	internlm2_5-20b-chat InternLM · Other	1246±14	248278	1,684	$0 / $0	32.8K
124	265	yi-1.5-34b-chat 01 AI · Apache-2.0	1246±10	249276	3,841	N/A	N/A
125	267	zephyr-orpo-141b-A35b-v0.1 HuggingFace · Apache 2.0	1242±21	245281	831	N/A	N/A
126	268	command-r Cohere · CC-BY-NC-4.0	1241±9	255278	9,645	$0.15 / $0.60	128K
127	269	granite-3.0-8b-instruct IBM · Apache 2.0	1238±18	250282	1,108	N/A	N/A
128	271	qwen1.5-14b-chat Alibaba · Qianwen LICENSE	1237±13	255281	3,208	$0.30 / $0.30	N/A
129	272	mixtral-8x7b-instruct-v0.1 Mistral · Apache 2.0	1237±8	258278	11,784	$0.63 / $0.63	32K
130	273	starling-lm-7b-beta Nexusflow · Apache-2.0	1233±13	258282	2,948	N/A	N/A
131	274	phi-3-medium-4k-instruct Microsoft · MIT	1229±10	261283	3,973	$0.17 / $0.68	N/A
132	275	openchat-3.5-0106 OpenChat · Apache-2.0	1227±14	260286	2,005	N/A	N/A
133	276	snowflake-arctic-instruct Snowflake · Apache 2.0	1222±11	263286	5,734	N/A	N/A
134	277	gemma-1.1-7b-it Google · Gemma license	1216±10	267290	4,332	$0.03 / $0.09	8.2K
135	278	deepseek-llm-67b-chat DeepSeek · DeepSeek License	1215±24	261298	649	N/A	N/A
136	279	tulu-2-dpo-70b AllenAI/UW · AI2 ImpACT Low-risk	1212±21	263299	805	N/A	N/A
137	280	qwen1.5-7b-chat Alibaba · Qianwen LICENSE	1207±21	266300	772	$0.20 / $0.20	N/A
138	281	granite-3.0-2b-instruct IBM · Apache 2.0	1207±18	267300	1,134	N/A	N/A
139	282	starling-lm-7b-alpha UC Berkeley · CC-BY-NC-4.0	1205±16	272300	1,397	N/A	N/A
140	283	yi-34b-chat 01 AI · Yi License	1203±13	275300	2,345	$0.90 / $0.90	4.1K
141	284	phi-3-small-8k-instruct Microsoft · MIT	1202±12	275299	3,219	$0.15 / $0.60	N/A
142	285	openchat-3.5 OpenChat · Apache-2.0	1199±20	274303	971	$0.20 / $0.20	N/A
143	286	qwen-14b-chat Alibaba · Qianwen LICENSE	1194±24	275308	599	N/A	N/A
144	287	phi-3-mini-4k-instruct-june-2024 Microsoft · MIT	1194±14	277303	1,841	$0.13 / $0.52	4.1K
145	288	gemma-2-2b-it Google · Gemma license	1193±8	278301	7,298	N/A	N/A
146	289	vicuna-33b LMSYS · Non-commercial	1191±13	278303	2,866	$0 / $0	2K
147	290	wizardlm-70b Microsoft · Llama 2 Community	1190±20	277308	988	N/A	N/A
148	291	phi-3-mini-4k-instruct Microsoft · MIT	1185±12	278305	3,449	$0.13 / $0.52	N/A
149	292	openhermes-2.5-mistral-7b NousResearch · Apache-2.0	1184±23	277313	589	$0.17 / $0.17	N/A
150	293	mistral-7b-instruct-v0.2 Mistral · Apache-2.0	1183±12	278306	3,114	$0.20 / $0.20	32.8K
151	294	solar-10.7b-instruct-v1.0 Upstage AI · CC-BY-NC-4.0	1181±27	277314	482	$0.30 / $0.30	N/A
152	295	llama-2-70b-chat Meta · Llama 2 Community	1176±10	285310	5,717	$0.70 / $2.80	4.1K
153	296	llama-3.2-3b-instruct Meta · Llama 3.2	1174±16	279313	1,351	$0.05 / $0.34	80K
154	297	nous-hermes-2-mixtral-8x7b-dpo NousResearch · Apache-2.0	1173±24	278315	575	$0.90 / $0.90	N/A
155	298	qwq-32b-preview Alibaba · Apache 2.0	1173±24	278315	566	$0.15 / $0.58	131.1K
156	299	gemma-1.1-2b-it Google · Gemma license	1170±14	286314	1,963	N/A	N/A
157	300	gemma-7b-it Google · Gemma license	1166±17	286315	1,381	$0.05 / $0.08	8.2K
158	301	mpt-30b-chat MosaicML · CC-BY-NC-SA-4.0	1165±35	278318	258	N/A	N/A
159	302	zephyr-7b-alpha HuggingFace · MIT	1164±40	278319	201	N/A	N/A
160	303	vicuna-13b LMSYS · Llama 2 Community	1160±14	289317	2,389	$0.30 / $0.30	N/A
161	304	llama-2-13b-chat Meta · Llama 2 Community	1160±13	290316	2,626	$0.25 / $0.25	4.1K
162	305	smollm2-1.7b-instruct HuggingFace · Apache 2.0	1157±33	281319	352	N/A	N/A
163	306	codellama-34b-instruct Meta · Llama 2 Community	1156±20	289318	853	$0.35 / $1.40	16.4K
164	307	phi-3-mini-128k-instruct Microsoft · MIT	1152±13	294318	3,886	$0.13 / $0.52	N/A
165	309	zephyr-7b-beta HuggingFace · MIT	1150±18	293318	1,250	$0.15 / $0.15	16.4K
166	310	wizardlm-13b Microsoft · Llama 2 Community	1149±22	291318	735	$0.30 / $0.30	N/A
167	311	llama-3.2-1b-instruct Meta · Llama 3.2	1147±16	294318	1,346	$0.03 / $0.20	60K
168	312	llama2-70b-steerlm-chat Nvidia · Llama 2 Community	1143±28	293319	467	N/A	N/A
169	313	mistral-7b-instruct Mistral · Apache 2.0	1141±20	294319	1,032	$0.07 / $0.28	4.1K
170	314	gemma-2b-it Google · Gemma license	1135±22	296321	742	$0.10 / $0.10	N/A
171	315	vicuna-7b LMSYS · Llama 2 Community	1129±23	298321	726	$0.20 / $0.20	N/A
172	316	qwen1.5-4b-chat Alibaba · Qianwen LICENSE	1128±17	303321	1,283	$0.10 / $0.10	N/A
173	317	stripedhyena-nous-7b Together AI · Apache 2.0	1124±22	302321	704	$0.20 / $0.20	N/A
174	318	guanaco-33b UW · Non-commercial	1111±36	301324	263	N/A	N/A
175	319	olmo-7b-instruct Ai2 · Apache-2.0	1104±22	310324	772	$0.20 / $0.20	N/A
176	320	llama-2-7b-chat Meta · Llama 2 Community	1100±14	314323	1,956	$0.15 / $0.15	4.1K
177	321	chatglm3-6b Tsinghua · Apache-2.0	1087±26	314326	535	N/A	N/A
178	322	koala-13b UC Berkeley · Non-commercial	1063±24	318327	747	N/A	N/A
179	323	mpt-7b-chat MosaicML · CC-BY-NC-SA-4.0	1063±32	318328	397	N/A	N/A
180	324	RWKV-4-Raven-14B RWKV · Apache 2.0	1056±27	319328	505	N/A	N/A
181	325	oasst-pythia-12b OpenAssistant · Apache 2.0	1047±25	321329	714	N/A	N/A
182	326	chatglm-6b Tsinghua · Non-commercial	1033±27	322329	551	N/A	N/A
183	327	chatglm2-6b Tsinghua · Apache-2.0	1028±35	321330	293	N/A	N/A
184	328	stablelm-tuned-alpha-7b Stability AI · CC-BY-NC-SA-4.0	1002±33	323330	363	N/A	N/A
185	329	alpaca-13b Stanford · Non-commercial	996±27	325330	626	N/A	N/A
186	330	dolly-v2-12b Databricks · MIT	959±34	327331	396	N/A	N/A
187	331	fastchat-t5-3b LMSYS · Apache 2.0	905±31	330332	428	N/A	N/A
188	332	llama-13b Meta · Non-commercial	880±40	331332	304	$0.23 / $0.23	N/A

Text Arena💻Coding

Default Leaderboard Plots

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

Confidence Intervals on Model Strength (via Bootstrapping)

Battle Count for Each Combination of Models (without Ties)

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