Vision High🏆Overall

View overall rankings across multimodal AI models capable of reasoning over visual inputs.

Jul 21, 2026

1,148,085 votes

135 models

Rank by

	Rank Spread
1	12	claude-fable-5 Anthropic · Proprietary	1318±9	7,411	$10 / $50	1M
2	16	claude-opus-4-7-thinking Anthropic · Proprietary	1306±7	19,381	$5 / $25	1M
3	211	claude-opus-4-6-thinking Anthropic · Proprietary	1299±7	19,223	$5 / $25	1M
4	211	claude-opus-4-7 Anthropic · Proprietary	1298±7	19,867	$5 / $25	1M
5	213	claude-opus-4-6 Anthropic · Proprietary	1295±7	23,584	$5 / $25	1M
6	217	muse-spark Meta · Proprietary	1294±9	5,625	N/A	N/A
7	319	gemini-3-pro Google · Proprietary	1289±8	13,183	$2 / $12	1M
8	320	gemini-3.5-flash-medium Google · Proprietary	1287±11	4,232	$1.50 / $9	1M
9	320	gpt-5.5 OpenAI · Proprietary	1286±7	17,412	$5 / $30	1.1M
10	320	claude-opus-4-8-thinking Anthropic · Proprietary	1286±8	9,956	$5 / $25	1M
11	320	gpt-5.5-high OpenAI · Proprietary	1286±7	16,345	$5 / $30	1.1M
12	521	gpt-5.4-high OpenAI · Proprietary	1282±7	19,375	$2.50 / $15	1.1M
13	622	claude-opus-4-8 Anthropic · Proprietary	1279±8	10,342	$5 / $25	1M
14	622	gpt-5.2-chat-latest-20260210 OpenAI · Proprietary	1278±7	15,569	$1.75 / $14	128K
15	622	gpt-5.4 OpenAI · Proprietary	1278±7	19,313	$2.50 / $15	1.1M
16	722	gemini-3.1-pro-preview Google · Proprietary	1277±6	35,829	$2 / $12	1M
17	623	gpt-5.5-instant OpenAI · Proprietary	1277±9	7,313	$5 / $30	1.1M
18	524	gemini-3.5-flash-high Google · Proprietary	1277±12	2,998	$1.50 / $9	1M
19	823	claude-sonnet-4-6 Anthropic · Proprietary	1275±7	24,004	$3 / $15	1M
20	726	claude-sonnet-5-high Anthropic · Proprietary	1272±10	4,941	$2 / $10	1M
21	1224	gemini-3-flash Google · Proprietary	1269±6	34,648	$0.50 / $3	1M
22	1329	kimi-k2.6 Moonshot · Modified MIT	1265±7	15,570	$0.95 / $4	262.1K
23	1733	qwen3.7-plus Alibaba · Proprietary	1261±9	6,162	$0.32 / $1.28	1M
24	1934	dola-seed-2.0-pro Bytedance · Proprietary	1258±8	10,397	N/A	N/A
25	2133	gemini-3-flash (thinking-minimal) Google · Proprietary	1258±6	33,059	$0.50 / $3	1M
26	2135	gemma-4-31b Google · Apache 2.0	1256±7	31,802	$0.14 / $0.40	262.1K
27	2237	grok-4.20-beta-0309-reasoning SpaceXAI · Proprietary	1254±7	23,328	$2 / $6	2M
28	2238	gpt-5.4-mini-high OpenAI · Proprietary	1254±7	22,314	$0.75 / $4.50	400K
29	2341	grok-4.20-multi-agent-beta-0309 SpaceXAI · Proprietary	1251±7	21,302	$2 / $6	2M
30	2241	gpt-5.1-high OpenAI · Proprietary	1250±8	9,214	$1.25 / $10	400K
31	2341	qwen3.5-397b-a17b Alibaba · Apache 2.0	1250±6	22,885	$0.39 / $2.34	262.1K
32	2341	kimi-k2.5-thinking Moonshot · Modified MIT	1248±6	25,158	$0.60 / $3	N/A
33	2343	grok-4.3 SpaceXAI · Proprietary	1246±7	16,842	$1.25 / $2.50	1M
34	2642	gemini-2.5-pro Google · Proprietary	1245±5	89,436	$1.25 / $10	1M
35	2543	gpt-5.2-high OpenAI · Proprietary	1244±6	18,062	$1.75 / $14	400K
36	2847	gemma-4-26b-a4b Google · Apache 2.0	1241±7	21,519	N/A	N/A
37	2946	chatgpt-4o-latest-20250326 OpenAI · Proprietary	1241±6	23,366	$5 / $15	128K
38	2748	minimax-m3 MiniMax · MiniMax Community License	1240±8	9,765	$0.60 / $2.40	N/A
39	2948	mimo-v2.5 Xiaomi · MIT	1238±7	19,780	$0.14 / $0.28	1.1M
40	2749	kimi-k2.5-instant Moonshot · Modified MIT	1238±11	3,878	$0.57 / $2.85	262.1K
41	2948	gpt-5.1 OpenAI · Proprietary	1238±8	10,081	$1.25 / $10	400K
42	3349	gemini-3.1-flash-lite-preview Google · Proprietary	1235±6	26,263	$0.25 / $1.50	1M
43	3449	glm-5v-turbo Z.ai · Proprietary	1232±7	26,841	$1.20 / $4	202.8K
44	3654	gpt-5.2 OpenAI · Proprietary	1229±6	19,105	$1.75 / $14	400K
45	3757	qwen3.5-122b-a10b Alibaba · Apache 2.0	1228±7	12,561	$0.26 / $2.08	262.1K
46	3659	gemini-2.5-flash-preview-09-2025 Google · Proprietary	1225±10	4,725	$0.30 / $2.50	1M
47	3659	gpt-4.5-preview-2025-02-27 OpenAI · Proprietary	1225±12	2,925	$75 / $150	128K
48	3859	gpt-5-chat OpenAI · Proprietary	1225±7	40,739	$1.25 / $10	128K
49	4460	qwen3.5-27b Alibaba · Apache 2.0	1219±7	20,565	$0.26 / $2.60	262.1K
50	4164	ernie-5.0-preview-1220 Baidu · Proprietary	1218±11	3,177	N/A	N/A
51	4461	mimo-v2-omni Xiaomi · Proprietary	1218±8	10,202	$0.40 / $2	262.1K
52	4462	o3-2025-04-16 OpenAI · Proprietary	1216±7	46,583	$2 / $8	200K
53	4564	qwen3-vl-235b-a22b-instruct Alibaba · Apache 2.0	1214±7	12,172	$0.21 / $1.90	262.1K
54	4662	gemini-2.5-flash Google · Proprietary	1214±5	59,796	$0.30 / $2.50	1M
55	4564	gpt-4.1-2025-04-14 OpenAI · Proprietary	1214±7	42,032	$2 / $8	1M
56	4664	gpt-5-high OpenAI · Proprietary	1212±7	35,042	$1.25 / $10	400K
57	4471	mistral-large-3 Mistral · Apache 2.0	1210±15	1,851	$0.50 / $1.50	N/A
58	4472	claude-sonnet-4-20250514-thinking-32k Anthropic · Proprietary	1207±17	1,168	$3 / $15	1M
59	4572	claude-opus-4-20250514-thinking-16k Anthropic · Proprietary	1206±16	1,311	$15 / $75	200K
60	4969	gpt-5.4-nano-high OpenAI · Proprietary	1206±7	22,297	$0.20 / $1.25	400K
61	5171	gpt-4.1-mini-2025-04-14 OpenAI · Proprietary	1202±8	41,288	$0.40 / $1.60	1M
62	5371	o4-mini-2025-04-16 OpenAI · Proprietary	1201±7	42,301	$1.10 / $4.40	200K
63	5373	mistral-medium-3.5 Mistral · Modified MIT	1199±10	5,194	$1.50 / $7.50	262.1K
64	5773	grok-4-1-fast-reasoning SpaceXAI · Proprietary	1196±7	12,640	$0.20 / $0.50	2M
65	5076	claude-3-7-sonnet-20250219-thinking-32k Anthropic · Proprietary	1195±15	1,465	$3 / $15	200K
66	5776	o1-2024-12-17 OpenAI · Proprietary	1193±11	3,694	$15 / $60	200K
67	5778	qwen3-vl-235b-a22b-thinking Alibaba · Apache 2.0	1189±12	2,360	$0.26 / $2.60	131.1K
68	5778	claude-sonnet-4-20250514 Anthropic · Proprietary	1188±14	1,844	$3 / $15	1M
69	5876	gemini-2.5-flash-lite-preview-06-17-thinking Google · Proprietary	1188±8	36,755	$0.10 / $0.40	1M
70	5778	claude-opus-4-20250514 Anthropic · Proprietary	1188±13	2,223	$15 / $75	200K
71	5878	qwen-vl-max-2025-08-13 Alibaba · Proprietary	1187±12	3,227	$0.52 / $2.08	131.1K
72	6178	gpt-5-mini-high OpenAI · Proprietary	1182±8	29,569	$0.25 / $2	400K
73	6378	grok-4-0709 SpaceXAI · Proprietary	1182±7	32,675	$3 / $15	256K
74	6581	gemini-1.5-pro-002 Google · Proprietary	1179±9	8,902	$3.50 / $10.50	2.1M
75	6585	claude-3-7-sonnet-20250219 Anthropic · Proprietary	1175±9	4,550	$3 / $15	200K
76	6586	gemini-2.5-flash-lite-preview-09-2025-no-thinking Google · Proprietary	1174±10	4,762	$0.10 / $0.40	1M
77	6886	gemini-2.0-flash-001 Google · Proprietary	1172±7	10,218	$0.10 / $0.40	1M
78	6893	glm-4.6v Z.ai · MIT	1163±14	2,324	$0.30 / $0.90	131.1K
79	7491	gpt-4o-2024-05-13 OpenAI · Proprietary	1162±9	23,273	$5 / $15	128K
80	7591	claude-3-5-sonnet-20241022 Anthropic · Proprietary	1160±8	10,400	$3 / $15	200K
81	7493	hunyuan-vision-1.5-thinking Tencent · Proprietary	1160±12	2,411	N/A	N/A
82	7591	gemma-3-27b-it Google · Gemma	1159±8	17,367	$0.10 / $0.30	262.1K
83	7691	mistral-medium-2508 Mistral · Proprietary	1159±6	42,116	$0.40 / $2	131.1K
84	7494	step-1o-turbo-202506 StepFun · Proprietary	1158±14	1,933	N/A	N/A
85	7893	mistral-medium-2505 Mistral · Proprietary	1156±8	10,973	$0.40 / $2	131.1K
86	7594	glm-4.5v Z.ai · MIT	1156±12	3,313	$0.60 / $1.80	65.5K
87	7599	hunyuan-large-vision Tencent · Proprietary	1150±16	1,299	N/A	N/A
88	7898	gpt-5-nano-high OpenAI · Proprietary	1147±11	4,012	$0.05 / $0.40	400K
89	7897	llama-4-maverick-17b-128e-instruct Meta · Llama 4	1146±9	7,049	$0.63 / $1.80	131.1K
90	7899	step-3 StepFun · Apache 2.0	1145±12	3,291	$0.57 / $1.42	65.5K
91	7899	claude-3-5-sonnet-20240620 Anthropic · Proprietary	1145±10	21,624	$3 / $15	200K
92	82100	mistral-small-2506 Mistral · Apache 2.0	1141±9	11,106	$0.10 / $0.30	32K
93	82102	gemini-1.5-flash-002 Google · Proprietary	1141±10	7,241	$0.07 / $0.30	1M
94	85103	gemini-2.0-flash-lite-preview-02-05 Google · Proprietary	1136±10	3,991	$0.07 / $0.30	1M
95	88104	mistral-small-3.1-24b-instruct-2503 Mistral · Apache 2.0	1128±9	29,272	$0.10 / $0.30	32K
96	87104	llama-4-scout-17b-16e-instruct Meta · Llama	1128±9	6,539	$0.40 / $0.70	8.2K
97	87104	claude-3-5-haiku-20241022 Anthropic · Proprietary	1127±16	1,427	$1 / $5	200K
98	87104	step-1o-vision-32k-highres StepFun · Proprietary	1125±13	2,833	N/A	N/A
99	92104	qwen2.5-vl-72b-instruct Alibaba · Qwen	1121±11	3,768	$0.80 / $1	128K
100	89106	qwen2.5-vl-32b-instruct Alibaba · Apache 2.0	1120±15	1,490	$0.20 / $0.60	128K
101	93104	gemini-1.5-pro-001 Google · Proprietary	1119±12	16,734	$3.50 / $10.50	2.1M
102	93105	gpt-4o-2024-08-06 OpenAI · Proprietary	1119±12	3,376	$2.50 / $10	128K
103	95108	gpt-4-turbo-2024-04-09 OpenAI · Proprietary	1112±12	13,391	$10 / $30	128K
104	94109	molmo-2-8b Ai2 · Apache 2.0	1108±20	1,166	$0.20 / $0.20	36.9K
105	102109	gpt-4o-mini-2024-07-18 OpenAI · Proprietary	1098±8	17,342	$0.15 / $0.60	128K
106	103109	pixtral-large-2411 Mistral · MRL	1095±9	5,423	$2 / $6	128K
107	101113	gpt-4.1-nano-2025-04-14 OpenAI · Proprietary	1089±18	1,211	$0.10 / $0.40	1M
108	103113	qwen-vl-max-1119 Alibaba · Proprietary	1085±16	1,422	$0.80 / $3.20	131.1K
109	104111	qwen2-vl-72b Alibaba · Qwen	1085±10	5,937	$0.90 / $0.90	32.8K
110	107114	gemini-1.5-flash-8b-001 Google · Proprietary	1071±10	6,243	$0.07 / $0.30	1M
111	107115	step-1v-32k StepFun · Proprietary	1064±17	1,534	N/A	N/A
112	108115	claude-3-opus-20240229 Anthropic · Proprietary	1062±10	15,565	$15 / $75	200K
113	108115	gemini-1.5-flash-001 Google · Proprietary	1060±12	13,260	$0.07 / $0.30	1M
114	111121	molmo-72b-0924 Ai2 · Apache 2.0	1045±13	3,048	N/A	N/A
115	110123	hunyuan-standard-vision-2024-12-31 Tencent · Proprietary	1042±21	809	N/A	N/A
116	114122	llama-3.2-vision-90b-instruct Meta · Llama 3.2	1032±9	8,682	N/A	N/A
117	114123	qwen2-vl-7b-instruct Alibaba · Apache 2.0	1031±10	5,766	$0.20 / $0.20	32.8K
118	114124	pixtral-12b-2409 Mistral · Apache 2.0	1025±9	7,511	$0.15 / $0.15	128K
119	114125	internvl2-26b MIT	1025±13	5,148	N/A	N/A
120	114127	amazon-nova-pro-v1.0 Amazon · Proprietary	1019±14	2,335	$0.80 / $3.20	300K
121	114127	amazon-nova-lite-v1.0 Amazon · Proprietary	1019±15	1,854	$0.06 / $0.24	300K
122	115127	claude-3-sonnet-20240229 Anthropic · Proprietary	1016±11	12,314	$3 / $15	200K
123	118129	yi-vision Proprietary	1002±18	1,219	N/A	N/A
124	119129	claude-3-haiku-20240307 Anthropic · Proprietary	1000±12	13,380	$0.25 / $1.25	200K
125	116131	c4ai-aya-vision-32b Cohere · CC-BY-NC-4.0	1000±22	847	N/A	N/A
126	120129	molmo-7b-d-0924 Ai2 · Apache 2.0	994±14	2,815	N/A	N/A
127	123129	llama-3.2-vision-11b-instruct Meta · Llama 3.2	992±11	4,817	N/A	N/A
128	120133	nvila-internal-15b-v1 Nvidia · -	986±20	1,077	N/A	N/A
129	123133	llava-onevision-qwen2-72b-ov Apache 2.0	979±18	1,321	N/A	N/A
130	128133	llava-v1.6-34b Apache 2.0	964±12	4,531	N/A	N/A
131	127133	cogvlm2-llama3-chat-19b Z.ai · CogVLM2	964±15	1,991	N/A	N/A
132	127133	minicpm-v-2_6 Apache 2.0	963±16	1,987	N/A	N/A
133	128133	internvl2-4b MIT	958±13	3,703	N/A	N/A
134	134134	phi-3.5-vision-instruct Microsoft · MIT	920±16	2,592	$0.13 / $0.52	128K
135	135135	phi-3-vision-128k-instruct Microsoft · MIT	882±19	1,401	$0.20 / $0.20	32.1K

Vision High🏆Overall

Default Leaderboard Plots

Confidence Intervals on Model Strength (via Bootstrapping)

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

Battle Count for Each Combination of Models (without Ties)

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