Best AI for Homework Help: Vision Arena

Vision Arena📚Homework

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

Oct 2, 2026

127,782 votes

110 models

	Rank Spread
1	127	gpt-6.1-sol-max OpenAI · Proprietary	1361±41	214	$2 / $10	1.1M
2	119	claude-fable-5-high Anthropic · Proprietary	1349±15	1,605	$10 / $50	1M
3	136	gpt-6-astra-max OpenAI · Proprietary	1342±29	411	N/A	N/A
4	124	qwen3.8-max Alibaba · Proprietary	1342±19	953	$2 / $6	1M
5	123	gpt-5.5-high OpenAI · Proprietary	1336±11	3,312	$5 / $30	1.1M
6	138	claude-fable-5.1-max Anthropic · Proprietary	1336±23	638	$10 / $50	1M
7	141	gemini-3.8-flash-high Google · Proprietary	1334±28	418	$0.75 / $3.75	1M
8	125	gpt-5.5 OpenAI · Proprietary	1334±11	3,431	$5 / $30	1.1M
9	128	claude-opus-4-8-high Anthropic · Proprietary	1332±14	2,081	$5 / $25	1M
10	127	gpt-5.4-high OpenAI · Proprietary	1331±11	3,768	$2.50 / $15	1.1M
11	128	claude-opus-4-7-high Anthropic · Proprietary	1331±12	3,091	$5 / $25	1M
12	140	glm-5.3-flash Z.ai · MIT	1331±24	616	$0.06 / $0.20	1M
13	135	claude-opus-5-high Anthropic · Proprietary	1330±15	1,652	$5 / $25	1M
14	140	gpt-5.6-terra-xhigh OpenAI · Proprietary	1325±18	1,078	$2 / $12	N/A
15	137	claude-opus-4-7 Anthropic · Proprietary	1325±12	3,174	$5 / $25	1M
16	138	claude-opus-4-6-high Anthropic · Proprietary	1325±12	2,854	$5 / $25	1M
17	240	claude-opus-4-8 Anthropic · Proprietary	1321±13	2,251	$5 / $25	1M
18	153	gemini-3.7-flash-high Google · Proprietary	1320±27	442	$0.75 / $3.75	1M
19	147	gpt-5.6-sol-xhigh OpenAI · Proprietary	1318±18	1,057	$4 / $20	N/A
20	245	gemini-3.5-flash-medium Google · Proprietary	1317±17	1,296	$0.75 / $4.50	1M
21	158	claude-sonnet-5.5-xhigh Anthropic · Proprietary	1317±37	233	$2 / $10	1M
22	445	claude-opus-4-6 Anthropic · Proprietary	1312±11	3,715	$5 / $25	1M
23	250	claude-sonnet-5-high Anthropic · Proprietary	1311±17	1,367	$2 / $10	1M
24	744	gemini-3.1-pro-preview Google · Proprietary	1311±9	6,074	$1 / $6	1M
25	350	gemini-3-pro Google · Proprietary	1309±14	1,780	$2 / $12	1M
26	947	gemini-3-flash Google · Proprietary	1308±9	5,256	$0.50 / $3	1M
27	255	grok-4.5 SpaceXAI · Proprietary	1307±19	1,050	$2 / $6	500K
28	555	gemini-3.5-flash-high Google · Proprietary	1306±16	1,414	$0.75 / $4.50	1M
29	1150	gemma-4-31b Google · Apache 2.0	1304±9	6,271	$0.99 / $1.49	131.1K
30	953	gpt-5.4 OpenAI · Proprietary	1303±12	3,098	$1.25 / $7.50	1.1M
31	955	kimi-k2.6 Moonshot · Modified MIT	1303±13	2,273	$0.95 / $4	262.1K
32	1455	claude-sonnet-4-6 Anthropic · Proprietary	1301±11	3,715	$1.50 / $7.50	1M
33	558	gemini-3.6-flash-high Google · Proprietary	1301±21	779	$0.75 / $3.75	1M
34	958	muse-spark Meta · Proprietary	1299±19	950	N/A	N/A
35	1755	gemini-3-flash (thinking-minimal) Google · Proprietary	1297±9	5,064	$0.50 / $3	1M
36	958	gpt-5.6-luna-xhigh OpenAI · Proprietary	1296±19	1,056	$0.20 / $1.20	N/A
37	962	gemini-3.5-flash-lite Google · Proprietary	1295±22	774	$0.15 / $1.25	1M
38	1858	gpt-5.2-chat-latest-20260210 OpenAI · Proprietary	1292±12	2,490	$1.75 / $14	128K
39	1067	qwen3.8-27b Alibaba · Apache 2.0	1292±22	730	$0.40 / $3	262.1K
40	1958	gpt-5.4-mini-high OpenAI · Proprietary	1291±11	3,508	$0.75 / $4.50	400K
41	1463	muse-spark-1.1 Meta · Proprietary	1290±18	1,137	$1.25 / $4.25	1M
42	973	muse-spark-1.3-max Meta · Proprietary	1290±26	504	N/A	N/A
43	2158	kimi-k2.5-thinking Moonshot · Modified MIT	1289±10	3,677	$0.60 / $3	N/A
44	1271	grok-4.6-high SpaceXAI · Proprietary	1289±23	643	$2 / $6	500K
45	1861	qwen3.7-plus Alibaba · Proprietary	1289±16	1,485	$0.32 / $1.28	1M
46	2358	qwen3.5-397b-a17b Alibaba · Apache 2.0	1287±10	3,833	$0.55 / $3.50	262.1K
47	2359	gemma-4-26b-a4b Google · Apache 2.0	1286±10	3,840	N/A	N/A
48	2171	gpt-5.1-high OpenAI · Proprietary	1283±17	1,217	$0.63 / $5	400K
49	2667	gpt-5.2-high OpenAI · Proprietary	1281±12	2,898	$0.88 / $7	400K
50	2873	dola-seed-2.0-pro Bytedance · Proprietary	1277±14	1,849	N/A	N/A
51	2681	gpt-5.5-instant OpenAI · Proprietary	1276±19	1,177	$5 / $30	1.1M
52	2881	gpt-5-chat OpenAI · Proprietary	1274±17	1,323	$5 / $30	N/A
53	3373	grok-4.20-multi-agent-beta-0309 SpaceXAI · Proprietary	1274±11	3,368	$1.25 / $2.50	1M
54	3373	gemini-2.5-pro Google · Proprietary	1272±9	5,429	$1.25 / $10	1M
55	3378	gemini-3.1-flash-lite-preview Google · Proprietary	1271±10	3,972	$0.25 / $1.50	1M
56	2686	gemini-2.5-flash-preview-09-2025 Google · Proprietary	1271±23	606	$0.30 / $2.50	1M
57	1889	mimo-v2.6-flash Xiaomi · MIT	1271±34	310	$0.14 / $0.28	1.1M
58	4182	grok-4.20-beta-0309-reasoning SpaceXAI · Proprietary	1265±11	3,641	$1.25 / $2.50	1M
59	4285	gpt-5.2 OpenAI · Proprietary	1263±11	3,030	$0.88 / $7	400K
60	4386	minimax-m3 MiniMax · MiniMax Community License	1260±13	2,180	$0.30 / $1.20	524.3K
61	2390	mimo-v2.6-pro Xiaomi · MIT	1259±38	235	$0.43 / $0.87	1.1M
62	4587	qwen3-vl-235b-a22b-instruct Alibaba · Apache 2.0	1257±15	1,614	$0.29 / $1.15	262.1K
63	4786	mimo-v2.5 Xiaomi · MIT	1257±10	3,888	$0.14 / $0.28	1.1M
64	4487	gpt-5-high OpenAI · Proprietary	1256±16	1,411	$0.63 / $5	400K
65	4587	gpt-5.1 OpenAI · Proprietary	1255±15	1,417	$0.63 / $5	400K
66	4787	qwen3.5-122b-a10b Alibaba · Apache 2.0	1254±14	1,934	$0.26 / $2.08	262.1K
67	4987	grok-4.3 SpaceXAI · Proprietary	1253±11	3,329	$1.25 / $2.50	1M
68	4789	o4-mini-2025-04-16 OpenAI · Proprietary	1252±16	1,590	$1.10 / $4.40	200K
69	5487	glm-5v-turbo Z.ai · Proprietary	1251±10	5,069	$1.20 / $4	202.8K
70	4789	gpt-4.1-2025-04-14 OpenAI · Proprietary	1250±16	1,480	$2 / $8	1M
71	4590	kimi-k2.5-instant Moonshot · Modified MIT	1249±23	572	$0.45 / $2.25	262.1K
72	5389	o3-2025-04-16 OpenAI · Proprietary	1247±15	1,935	$2 / $8	200K
73	5389	mimo-v2-omni Xiaomi · Proprietary	1246±15	1,632	$0.44 / $2.20	256K
74	5489	chatgpt-4o-latest-20250326 OpenAI · Proprietary	1245±13	2,123	$5 / $15	128K
75	4295	claude-opus-4-20250514 Anthropic · Proprietary	1242±33	306	$5 / $25	200K
76	4594	ernie-5.0-preview-1220 Baidu · Proprietary	1242±29	365	N/A	N/A
77	5789	qwen3.5-27b Alibaba · Apache 2.0	1241±10	3,651	$0.26 / $2.60	262.1K
78	5392	Inkling Small Thinky · Apache 2.0	1239±23	668	$0.45 / $1.20	524.3K
79	5890	gemini-2.5-flash Google · Proprietary	1239±9	4,870	$0.30 / $2.50	1M
80	5794	gpt-5-mini-high OpenAI · Proprietary	1234±20	978	$0.13 / $1	400K
81	6190	gpt-5.4-nano-high OpenAI · Proprietary	1233±11	3,447	$0.20 / $1.25	400K
82	5398	hunyuan-vision-1.5-thinking Tencent · Proprietary	1229±33	297	N/A	N/A
83	4998	claude-3-7-sonnet-20250219 Anthropic · Proprietary	1227±37	217	$3 / $15	200K
84	5498	qwen3-vl-235b-a22b-thinking Alibaba · Apache 2.0	1226±32	298	$0.40 / $4	131.1K
85	53100	claude-sonnet-4-20250514 Anthropic · Proprietary	1225±36	230	$3 / $15	200K
86	6797	gpt-4.1-mini-2025-04-14 OpenAI · Proprietary	1220±17	1,313	$0.40 / $1.60	1M
87	6798	mistral-medium-3.5 Mistral · Modified MIT	1216±22	804	$0.75 / $3.75	262.1K
88	57108	claude-3-7-sonnet-20250219-thinking-32k Anthropic · Proprietary	1212±41	172	$3 / $15	200K
89	56109	claude-opus-4-20250514-thinking-16k Anthropic · Proprietary	1212±45	161	$15 / $75	200K
90	74103	mistral-large-3 Mistral · Apache 2.0	1209±22	828	$0.50 / $1.50	N/A
91	78108	gemini-2.5-flash-lite-preview-09-2025-no-thinking Google · Proprietary	1196±23	608	$0.10 / $0.40	1M
92	81107	gemini-2.5-flash-lite-preview-06-17-thinking Google · Proprietary	1193±17	1,330	$0.10 / $0.40	1M
93	79108	gemini-2.0-flash-001 Google · Proprietary	1192±21	762	$0.10 / $0.40	1M
94	78109	gpt-5-nano-high OpenAI · Proprietary	1183±35	260	$0.03 / $0.20	400K
95	83109	mistral-small-2506 Mistral · Apache 2.0	1178±23	616	$0.10 / $0.30	32K
96	79110	step-3 StepFun · Apache 2.0	1177±39	216	$0.57 / $1.42	65.5K
97	89109	mistral-medium-2508 Mistral · Proprietary	1172±13	2,152	$0.40 / $2	131.1K
98	89109	grok-4-1-fast-reasoning SpaceXAI · Proprietary	1172±14	2,076	$0.20 / $0.50	128K
99	88109	grok-4-0709 SpaceXAI · Proprietary	1170±19	1,076	$1.25 / $2.50	256K
100	82110	claude-3-5-sonnet-20241022 Anthropic · Proprietary	1169±39	210	$3 / $15	200K
101	88109	gemma-3-27b-it Google · Gemma	1168±19	1,035	$0.08 / $0.45	131.1K
102	88109	mistral-medium-2505 Mistral · Proprietary	1167±21	814	$0.40 / $2	131.1K
103	87109	llama-4-maverick-17b-128e-instruct Meta · Llama 4	1165±25	526	$0.63 / $1.80	131.1K
104	82110	glm-4.5v Z.ai · MIT	1164±39	215	$0.60 / $1.80	65.5K
105	89109	mistral-small-3.1-24b-instruct-2503 Mistral · Apache 2.0	1161±21	811	$0.10 / $0.30	32K
106	87110	glm-4.6v Z.ai · MIT	1153±36	271	$0.30 / $0.90	131.1K
107	90110	llama-4-scout-17b-16e-instruct Meta · Llama	1148±26	480	$0.05 / $0.10	16.4K
108	89110	claude-3-5-haiku-20241022 Anthropic · Proprietary	1146±39	213	$1 / $5	200K
109	93110	step-1o-turbo-202506 StepFun · Proprietary	1133±36	238	N/A	N/A
110	103110	molmo-2-8b Ai2 · Apache 2.0	1089±50	189	$0.20 / $0.20	36.9K

Vision Arena📚Homework

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

Default Leaderboard Plots

Fraction of Model A Wins in A vs. B Battles (Ties Excluded)

Average Win Rate Against Each Opponent (Ties Excluded)

Battle Count for Each Pair of Models (Ties Excluded)

Confidence Intervals on Model Strength (via Bootstrapping)