LLM Leaderboard 2026 - Comparison of AI Models

Comparison and ranking the performance of over 180 AI models (LLMs) across key metrics including quality, price, performance and speed (output speed - tokens per second & latency - TTFT), context window & others. Data sourced from Artificial Analysis. For more details including relating to our methodology, see our FAQs.

Model	Provider	License	AI Index	GPQA	LiveCode	AIME	Context	Price/1M	Tokens/s	TTFT (s)
Gemini 3 Pro Preview (high)	Google	Proprietary	48	91%	92%	96%	1m	$4.50	126	32.20
GPT-5.1 (high)	OpenAI	Proprietary	47	87%	87%	94%	400k	$3.44	112	32.90
Gemini 3 Flash	Google	Proprietary	46	90%	91%	97%	1m	$1.13	224	11.79
GPT-5.2 (medium)	OpenAI	Proprietary	45	86%	89%	97%	400k	$4.81	0	0
Claude Opus 4.5	Anthropic	Proprietary	43	81%	74%	63%	200k	$10	74	2.07
Claude 4.5 Sonnet	Anthropic	Proprietary	42	83%	71%	88%	1m	$6	66	32.27
GLM-4.7	Z AI	Open	42	86%	89%	95%	200k	$0.94	117	17.63
GPT-5.1 Codex (high)	OpenAI	Proprietary	42	86%	85%	96%	400k	$3.44	144	18.17
Grok 4	xAI	Proprietary	41	88%	82%	93%	256k	$6	43	7.47
DeepSeek V3.2	DeepSeek	Open	41	84%	86%	92%	128k	$0.32	28	72.36
o3	OpenAI	Proprietary	41	83%	81%	88%	200k	$3.50	290	11.77
GPT-5 mini (high)	OpenAI	Proprietary	41	83%	84%	91%	400k	$0.69	70	114.48
Gemini 3 Pro Preview (low)	Google	Proprietary	41	89%	86%	87%	1m	$4.50	133	4.21
Kimi K2 Thinking	Kimi	Open	40	84%	85%	95%	256k	$1.07	89	23.18
MiniMax-M2.1	MiniMax	Open	39	83%	81%	83%	205k	$0.53	69	30.52
MiMo-V2-Flash	Xiaomi	Open	39	85%	87%	96%	256k	$0.15	130	16.86
Grok 4.1 Fast	xAI	Proprietary	38	85%	82%	89%	2m	$0.28	171	5.50
GPT-5.1 Codex mini (high)	OpenAI	Proprietary	38	81%	84%	92%	400k	$0.69	127	10.77
Claude 4.5 Sonnet	Anthropic	Proprietary	37	73%	59%	37%	1m	$6	69	2.14
Claude 4.5 Haiku	Anthropic	Proprietary	37	67%	62%	84%	200k	$2	87	23.37
KAT-Coder-Pro V1	KwaiKAT	Proprietary	36	76%	75%	95%	256k	$0	64	1.01
MiniMax-M2	MiniMax	Open	36	78%	83%	78%	205k	$0.53	89	23.82
Nova 2.0 Pro Preview (medium)	Amazon	Proprietary	35	79%	73%	89%	256k	$3.44	132	34.06
Doubao-Seed-1.8	ByteDance Seed	Proprietary	35	80%	75%	85%	256k	$0.15	0	0
Gemini 3 Flash	Google	Proprietary	35	81%	80%	56%	1m	$1.13	192	0.68
Grok 4 Fast	xAI	Proprietary	35	85%	83%	90%	2m	$0.28	136	5.08
Gemini 2.5 Pro	Google	Proprietary	34	84%	80%	88%	1m	$3.44	154	35.33
DeepSeek V3.2 Speciale	DeepSeek	Open	34	87%	90%	97%	128k	$0.32	0	0
GLM-4.7	Z AI	Open	34	66%	56%	48%	200k	$0.94	75	0.70
DeepSeek V3.1 Terminus	DeepSeek	Open	33	79%	80%	90%	128k	$0.80	0	0
Doubao Seed Code	ByteDance Seed	Proprietary	33	76%	77%	79%	256k	$0.41	0	0
GPT-5.2	OpenAI	Proprietary	33	71%	67%	51%	400k	$4.81	74	0.48
gpt-oss-120B (high)	OpenAI	Open	33	78%	88%	93%	131k	$0.26	352	6.11
Qwen3 Max Thinking	Alibaba	Proprietary	32	78%	54%	82%	262k	$2.40	35	59
Grok 3 mini Reasoning (high)	xAI	Proprietary	32	79%	70%	85%	1m	$0.35	176	12.06
Nova 2.0 Pro Preview (low)	Amazon	Proprietary	32	75%	64%	63%	256k	$3.44	135	26.93
DeepSeek V3.2	DeepSeek	Open	32	75%	59%	59%	128k	$0.32	28	1.25
Qwen3 Max	Alibaba	Proprietary	31	76%	77%	81%	262k	$2.40	28	1.62
Claude 4.5 Haiku	Anthropic	Proprietary	30	65%	51%	39%	200k	$2	108	0.58
Nova 2.0 Lite (medium)	Amazon	Proprietary	30	77%	66%	89%	1m	$0.85	250	21.82
Qwen3 235B A22B 2507	Alibaba	Open	29	79%	79%	91%	256k	$2.63	71	29.28
ERNIE 5.0 Thinking Preview	Baidu	Proprietary	29	78%	81%	85%	128k	$1.47	0	0
Qwen3 VL 32B	Alibaba	Open	29	73%	74%	85%	256k	$2.63	51	40.28
DeepSeek V3.1 Terminus	DeepSeek	Open	28	75%	53%	54%	128k	$0.80	0	0
Nova 2.0 Omni (medium)	Amazon	Proprietary	28	76%	66%	90%	1m	$0.85	0	0
Kimi K2 0905	Kimi	Open	28	77%	61%	57%	256k	$1.20	60	0.55
Apriel-v1.6-15B-Thinker	ServiceNow	Open	28	73%	81%	88%	128k	$0	146	13.94
Qwen3 VL 235B A22B	Alibaba	Open	27	77%	65%	88%	262k	$2.63	44	46.39
Magistral Medium 1.2	Mistral	Proprietary	27	74%	75%	82%	128k	$2.75	38	53.63
DeepSeek R1 0528	DeepSeek	Open	27	81%	77%	76%	128k	$2.36	0	0
GPT-5 nano (high)	OpenAI	Proprietary	27	68%	79%	84%	400k	$0.14	127	148.30
Qwen3 Next 80B A3B	Alibaba	Open	27	76%	78%	84%	262k	$1.88	185	11.79
Grok Code Fast 1	xAI	Proprietary	26	73%	66%	43%	256k	$0.53	234	6.73
Nova 2.0 Lite (low)	Amazon	Proprietary	25	70%	47%	47%	1m	$0.85	225	15.47
Qwen3 Coder 480B	Alibaba	Open	25	62%	59%	39%	262k	$3	44	1.60
gpt-oss-20B (high)	OpenAI	Open	25	69%	78%	89%	131k	$0.10	309	6.99
MiMo-V2-Flash	Xiaomi	Open	25	66%	40%	68%	256k	$0.15	106	1.41
NVIDIA Nemotron 3 Nano	NVIDIA	Open	25	76%	74%	91%	1m	$0.10	233	9.13
Qwen3 235B 2507	Alibaba	Open	24	75%	52%	72%	256k	$1.23	52	1.04
HyperCLOVA X SEED Think (32B)	Naver	Open	24	62%	63%	59%	128k	$0	0	0
Motif-2-12.7B	Motif Technologies	Proprietary	24	70%	65%	80%	128k	$0	0	0
Nova 2.0 Omni (low)	Amazon	Proprietary	24	70%	59%	56%	1m	$0.85	0	0
gpt-oss-120B (low)	OpenAI	Open	24	67%	71%	67%	131k	$0.26	313	6.87
Qwen3 Next 80B A3B	Alibaba	Open	24	74%	68%	66%	262k	$0.88	173	1.03
GLM-4.6V	Z AI	Open	24	72%	16%	85%	128k	$0.45	74	27.63
Grok 4.1 Fast	xAI	Proprietary	23	64%	40%	34%	2m	$0.28	138	0.74
GLM-4.5-Air	Z AI	Open	23	73%	68%	81%	128k	$0.42	99	20.78
Nova 2.0 Pro Preview	Amazon	Proprietary	23	64%	47%	31%	256k	$3.44	161	0.45
Qwen3 4B 2507	Alibaba	Open	23	67%	64%	83%	262k	$0	0	0
Grok 4 Fast	xAI	Proprietary	23	61%	40%	41%	2m	$0.28	135	0.58
Qwen3 30B A3B 2507	Alibaba	Open	23	71%	71%	56%	262k	$0.75	181	12.10
Magistral Small 1.2	Mistral	Open	23	66%	72%	80%	128k	$0.75	204	10.14
Mistral Large 3	Mistral	Open	22	68%	47%	38%	256k	$0.75	49	0.61
EXAONE 4.0 32B	LG AI Research	Open	22	74%	75%	80%	131k	$0.70	94	21.52
Gemini 2.5 Flash-Lite (Sep)	Google	Proprietary	22	71%	69%	69%	1m	$0.17	599	6.27
Ring-1T	InclusionAI	Open	22	60%	64%	89%	128k	$0.98	0	0
Devstral 2	Mistral	Open	22	59%	45%	37%	256k	$0	51	0.44
Hermes 4 405B	Nous Research	Open	22	73%	69%	70%	128k	$1.50	35	57.61
Qwen3 VL 32B	Alibaba	Open	21	67%	51%	68%	256k	$1.23	43	0.93
Mistral Medium 3.1	Mistral	Proprietary	21	59%	41%	38%	128k	$0.80	78	0.51
gpt-oss-20B (low)	OpenAI	Open	21	61%	65%	62%	131k	$0.10	267	8.06
K2-V2 (high)	MBZUAI Institute of Foundation Models	Open	21	68%	69%	78%	512k	$0	0	0
Qwen3 Omni 30B A3B	Alibaba	Open	21	73%	68%	74%	66k	$0.43	98	21.37
Qwen3 VL 235B A22B	Alibaba	Open	21	71%	59%	71%	262k	$1.23	38	1.15
Ring-flash-2.0	InclusionAI	Open	21	73%	63%	84%	128k	$0.25	85	24.87
Hermes 4 70B	Nous Research	Open	20	70%	65%	69%	128k	$0.20	80	25.66
Llama Nemotron Ultra	NVIDIA	Open	20	73%	64%	64%	128k	$0.90	36	55.71
Qwen3 Coder 30B A3B	Alibaba	Open	20	52%	40%	29%	262k	$0.90	95	1.41
Qwen3 VL 30B A3B	Alibaba	Open	20	70%	48%	72%	256k	$0.35	96	0.81
Ling-flash-2.0	InclusionAI	Open	20	66%	59%	65%	128k	$0.25	55	1.47
Gemini 2.5 Flash-Lite (Sep)	Google	Proprietary	20	65%	64%	47%	1m	$0.17	387	0.40
Qwen3 VL 30B A3B	Alibaba	Open	20	72%	70%	82%	256k	$0.75	106	19.73
Ling-1T	InclusionAI	Open	19	72%	68%	71%	128k	$0	0	0
Devstral Small 2	Mistral	Open	19	53%	35%	34%	256k	$0	197	0.37
Llama Nemotron Super 49B v1.5	NVIDIA	Open	19	75%	74%	77%	128k	$0.17	77	26.26
Nova Premier	Amazon	Proprietary	19	57%	32%	17%	1m	$5	79	0.82
K2-V2 (medium)	MBZUAI Institute of Foundation Models	Open	19	60%	54%	65%	512k	$0	0	0
Devstral Medium	Mistral	Proprietary	19	49%	34%	5%	256k	$0.80	108	0.44
Llama 4 Maverick	Meta	Open	19	67%	40%	19%	1m	$0.42	132	0.41
Llama 3.3 Nemotron Super 49B	NVIDIA	Open	18	64%	28%	55%	128k	$0	0	0
Nova 2.0 Lite	Amazon	Proprietary	18	60%	35%	34%	1m	$0.85	224	0.52
Llama 3.1 405B	Meta	Open	17	52%	31%	3%	128k	$4.19	25	0.85
GLM-4.6V	Z AI	Open	17	57%	41%	26%	128k	$0.45	48	0.90
ERNIE 4.5 300B A47B	Baidu	Open	17	81%	47%	41%	131k	$0.48	24	1.95
Hermes 4 405B	Nous Research	Open	17	54%	55%	15%	128k	$1.50	32	0.74
Nova 2.0 Omni	Amazon	Proprietary	17	56%	31%	37%	1m	$0.85	219	0.69
Qwen3 VL 8B	Alibaba	Open	17	58%	35%	31%	256k	$0.66	63	32.78
OLMo 3 7B Think	Allen Institute for AI	Open	17	52%	62%	71%	66k	$0.14	110	18.70
DeepSeek R1 0528 Qwen3 8B	DeepSeek	Open	16	61%	51%	64%	33k	$0.07	60	34.35
Ministral 14B (Dec '25)	Mistral	Open	16	57%	35%	30%	256k	$0.20	116	0.31
Qwen3 4B 2507	Alibaba	Open	16	52%	38%	52%	262k	$0	0	0
Qwen3 Omni 30B A3B	Alibaba	Open	16	62%	42%	52%	66k	$0.43	92	0.79
DeepSeek R1 Distill Llama 70B	DeepSeek	Open	16	40%	27%	54%	128k	$0.88	42	49.03
Devstral Small	Mistral	Open	15	41%	25%	29%	256k	$0.15	237	0.36
Solar Pro 2	Upstage	Proprietary	15	69%	62%	61%	66k	$0.50	112	18.79
Qwen3 30B A3B 2507	Alibaba	Open	15	66%	52%	66%	262k	$0.35	63	0.95
NVIDIA Nemotron Nano 9B V2	NVIDIA	Open	15	57%	72%	70%	131k	$0.07	112	18.05
Llama Nemotron Super 49B v1.5	NVIDIA	Open	15	48%	29%	8%	128k	$0.17	70	0.23
Ling-mini-2.0	InclusionAI	Open	15	56%	43%	49%	131k	$0.12	176	1.44
K2-V2 (low)	MBZUAI Institute of Foundation Models	Open	15	54%	39%	35%	512k	$0	0	0
Mistral Small 3.2	Mistral	Open	15	51%	28%	27%	128k	$0.15	92	0.38
Qwen3 VL 4B	Alibaba	Open	15	49%	32%	26%	256k	$0	0	0
Ministral 8B (Dec '25)	Mistral	Open	15	47%	30%	32%	256k	$0.15	190	0.28
Llama 3.3 70B	Meta	Open	15	50%	29%	8%	128k	$0.64	102	0.49
NVIDIA Nemotron Nano 12B v2 VL	NVIDIA	Open	15	57%	69%	75%	128k	$0.30	128	15.85
Qwen3 VL 8B	Alibaba	Open	15	43%	33%	27%	256k	$0.31	112	0.88
Llama 3.1 Nemotron Nano 4B v1.1	NVIDIA	Open	14	41%	49%	50%	128k	$0	0	0
Kimi Linear 48B A3B Instruct	Kimi	Open	14	41%	38%	36%	1m	$0	0	0
Reka Flash 3	Reka AI	Open	14	53%	44%	34%	128k	$0.35	49	42.49
Llama 3.3 Nemotron Super 49B	NVIDIA	Open	14	52%	28%	8%	128k	$0	0	0
Qwen3 VL 4B	Alibaba	Open	14	37%	29%	37%	256k	$0	0	0
Solar Pro 2	Upstage	Proprietary	14	56%	42%	30%	66k	$0.50	113	0.96
Llama 4 Scout	Meta	Open	14	59%	30%	14%	10m	$0.28	119	0.44
Llama 3.1 Nemotron 70B	NVIDIA	Open	14	47%	17%	11%	128k	$1.20	40	0.32
Hermes 4 70B	Nous Research	Open	14	49%	27%	11%	128k	$0.20	71	0.59
NVIDIA Nemotron 3 Nano	NVIDIA	Open	14	40%	36%	13%	1m	$0.10	228	0.54
Command A	Cohere	Open	13	53%	29%	13%	256k	$4.38	97	0.21
NVIDIA Nemotron Nano 9B V2	NVIDIA	Open	13	56%	70%	62%	131k	$0.10	112	0.56
Phi-4	Microsoft Azure	Open	13	57%	23%	18%	16k	$0.22	9	0.72
Qwen3 1.7B	Alibaba	Open	13	36%	31%	39%	32k	$0.40	125	16.87
Jamba Reasoning 3B	AI21 Labs	Open	13	33%	21%	11%	262k	$0	0	0
R1 1776	Perplexity	Open	12	--	--	--	128k	$0	0	0
Llama 3.2 90B (Vision)	Meta	Open	12	43%	21%	--	128k	$0.72	41	0.33
Ministral 3B (Dec '25)	Mistral	Open	12	36%	25%	22%	256k	$0.10	269	0.27
EXAONE 4.0 32B	LG AI Research	Open	12	63%	47%	39%	131k	$0.70	90	0.31
Nova Micro	Amazon	Proprietary	12	36%	14%	6%	130k	$0.06	438	0.35
LFM2 8B A1B	Liquid AI	Open	11	34%	15%	25%	33k	$0	0	0
Granite 4.0 H Small	IBM	Open	11	42%	25%	14%	128k	$0.11	171	8.81
Granite 4.0 Micro	IBM	Open	11	34%	18%	6%	128k	$0	0	0
Phi-4 Mini	Microsoft Azure	Open	11	33%	13%	7%	128k	$0	47	0.30
DeepHermes 3 - Mistral 24B	Nous Research	Open	11	38%	20%	--	32k	$0	0	0
Llama 3.2 11B (Vision)	Meta	Open	11	22%	11%	2%	128k	$0.16	66	0.39
Gemma 3n E4B	Google	Open	11	30%	15%	14%	32k	$0.03	46	0.35
Qwen3 1.7B	Alibaba	Open	11	28%	13%	7%	32k	$0.19	120	0.80
Qwen3 0.6B	Alibaba	Open	11	24%	12%	18%	32k	$0.40	202	10.71
Gemma 3 27B	Google	Open	10	43%	14%	21%	128k	$0	47	4.69
NVIDIA Nemotron Nano 12B v2 VL	NVIDIA	Open	10	44%	35%	27%	128k	$0.30	126	0.58
Phi-4 Multimodal	Microsoft Azure	Open	10	32%	13%	--	128k	$0	18	0.32
Gemma 3n E2B	Google	Open	10	23%	10%	10%	32k	$0	48	0.30
Jamba 1.7 Large	AI21 Labs	Open	9	39%	18%	2%	256k	$3.50	45	0.83
Molmo 7B-D	Allen Institute for AI	Open	9	24%	4%	0%	4k	$0	0	0
Gemma 3 12B	Google	Open	9	35%	14%	18%	128k	$0	48	8.55
Gemma 3 1B	Google	Open	9	24%	2%	3%	32k	$0	44	0.53
Exaone 4.0 1.2B	LG AI Research	Open	8	52%	52%	50%	64k	$0	0	0
Gemma 3 270M	Google	Open	8	22%	0%	2%	32k	$0	0	0
Exaone 4.0 1.2B	LG AI Research	Open	8	42%	29%	24%	64k	$0	0	0
Granite 4.0 H 1B	IBM	Open	8	26%	12%	6%	128k	$0	0	0
OLMo 3 7B	Allen Institute for AI	Open	8	40%	27%	41%	66k	$0.13	37	0.59
LFM2 2.6B	Liquid AI	Open	8	31%	8%	8%	33k	$0	0	0
DeepHermes 3 - Llama-3.1 8B	Nous Research	Open	8	27%	9%	--	128k	$0	0	0
Jamba 1.7 Mini	AI21 Labs	Open	7	32%	6%	0%	258k	$0.25	124	0.69
Granite 4.0 1B	IBM	Open	7	28%	5%	6%	128k	$0	0	0
Granite 4.0 350M	IBM	Open	7	26%	2%	0%	33k	$0	0	0
LFM2 1.2B	Liquid AI	Open	6	23%	2%	3%	33k	$0	0	0
Gemma 3 4B	Google	Open	6	29%	11%	13%	128k	$0	45	0.96
Qwen3 0.6B	Alibaba	Open	6	23%	7%	10%	32k	$0.19	190	0.88
Granite 4.0 H 350M	IBM	Open	6	26%	2%	1%	33k	$0	0	0
DeepSeek-OCR	DeepSeek	Open	--	--	--	--	8k	$0.05	325	0.20
Grok Voice Agent	xAI	Proprietary	--	--	--	--	32k	$0	0	0
Olmo 3.1 32B Think	Allen Institute for AI	Open	--	59%	70%	77%	66k	$0	67	30.47
Cogito v2.1	Deep Cogito	Open	--	77%	69%	73%	128k	$1.25	74	27.29
Mi:dm K 2.5 Pro	Korea Telecom	Proprietary	--	70%	66%	77%	128k	$0	0	0
Mi:dm K 2.5 Pro Preview	Korea Telecom	Proprietary	--	72%	58%	79%	128k	$0	0	0