Best Video AI Models 2026

A definitive ranking of the top video LLMs and AI models optimized for your specific use cases.

Model	Intelligence	MMLU Pro	Context	GPQA	TTFT (s)	Speed (T/s)	Input Price (1M)	Output Price (1M)
Qwen: Qwen2.5 VL 32B Instruct qwen	-	-	128K	-	-	-	$0.20	$0.60
Amazon: Nova Lite 1.0 amazon	-	-	300K	-	-	-	$0.06	$0.24
Amazon: Nova Pro 1.0 amazon	-	-	300K	-	-	-	$0.80	$3.20
Qwen: Qwen2.5-VL 7B Instruct qwen	-	-	33K	-	-	-	$0.20	$0.20
AllenAI: Molmo2 8B allenai	-	-	37K	-	-	-	$0.20	$0.20
Google: Gemini 3.1 Pro Preview google	-	-	1049K	-	35.19	92	$2.00	$12.00
NVIDIA: Nemotron Nano 12B 2 VL nvidia	10.1	64.9%	131K	43.9%	0.54	134	$0.20	$0.60
Qwen: Qwen3.5 397B A17B qwen	-	-	262K	-	1.44	74	$0.55	$3.50
Google: Gemini 3 Flash Preview google	-	-	1049K	-	1.02	192	$0.50	$3.00
Google: Gemini 3.1 Pro Preview Custom Tools google	-	-	1049K	-	-	-	$2.00	$12.00
Google: Gemini 3 Pro Preview google	-	-	1049K	-	-	-	$2.00	$12.00
Qwen: Qwen3 VL 32B Instruct qwen	17.2	79.1%	131K	67.1%	1.00	66	$0.70	$2.80
Qwen: Qwen3 VL 8B Thinking qwen	-	-	131K	-	-	-	$0.12	$1.36
Qwen: Qwen3 VL 8B Instruct qwen	14.3	68.6%	131K	42.7%	0.93	116	$0.18	$0.70
Qwen: Qwen3 VL 30B A3B Thinking qwen	-	-	131K	-	-	-	$0.00	$0.00
Amazon: Nova 2 Lite amazon	-	-	1000K	-	-	-	$0.30	$2.50
Qwen: Qwen3 VL 30B A3B Instruct qwen	16.0	76.4%	131K	69.5%	1.06	101	$0.20	$0.80
Qwen: Qwen3 VL 235B A22B Thinking qwen	-	-	131K	-	-	-	$0.00	$0.00
Qwen: Qwen3 VL 235B A22B Instruct qwen	20.6	82.3%	262K	71.2%	1.14	43	$0.70	$2.80
Z.ai: GLM 4.5V z-ai	-	-	66K	-	-	-	$0.60	$1.80