Comparison of Open Source Models

Comparison and analysis of open source AI models across key performance metrics including quality, performance, inference speed, context window, parameter count & licensing details. Models are considered Open Source (also commonly referred to as open weights) where their weights are accessible to download. This allows self-hosting on your own infrastructure and enables customizing the model such as through fine-tuning. Click on any model to see detailed metrics. For more details relating to our methodology, see our FAQs.

OpenAI logo gpt-oss-120B (high) and Alibaba logo Qwen3 235B 2507 are the highest intelligence open source models, followed by Qwen3 Next 80B A3B & DeepSeek logo DeepSeek V3.1.

Highlights

Intelligence

Artificial Analysis Intelligence Index; Higher is better

Estimate (independent evaluation forthcoming)

Total Parameters

Trainable parameters in billions

Navigation

Open Source Progress Size Context Window

Further details

						Weights		Provider Benchmarks
gpt-oss-120B OpenAI	58	117B (5.1B active at inference time)	131k	$0.3	245	🤗	+15 more	View
Qwen3 235B A22B 2507 (Reasoning) Alibaba	57	235B (22B active at inference time)	256k	$2.6	49	Not available	+4 more	View
Qwen3 Next 80B A3B (Reasoning) Alibaba	54	80B (3B active at inference time)	262k	$1.9	70	🤗	+2 more	View
DeepSeek V3.1 (Reasoning) DeepSeek	54	685B (37.0B active at inference time)	128k	$1.0	21	🤗	+1 more	View
DeepSeek R1 0528 (May '25) DeepSeek	52	685B (37B active at inference time)	128k	$1.0	20	🤗	+13 more	View
Kimi K2 0905 Moonshot AI	50	1.0KB (32.0B active at inference time)	256k	$1.4	51	🤗	+1 more	View
GLM-4.5 Z AI	49	355B (32B active at inference time)	128k	$1.0	51	🤗	+4 more	View
GLM-4.5-Air Z AI	49	-	128k	$0.4	98	🤗	+2 more	View
Kimi K2 Moonshot AI	48	1.0KB (32B active at inference time)	128k	$1.1	53	🤗	+7 more	View
Qwen3 30B A3B 2507 (Reasoning) Alibaba	46	30.5B (3.3B active at inference time)	262k	$0.8	100	🤗		View
MiniMax M1 80k MiniMax	46	456B (45.9B active at inference time)	1.00M	$0.8	-	🤗		View
Qwen3 235B A22B 2507 (Non-reasoning) Alibaba	45	235B (22.0B active at inference time)	256k	$1.2	39	🤗	+8 more	View
Llama Nemotron Super 49B v1.5 (Reasoning) NVIDIA	45	49B	128k	-	-	🤗	?	View
Qwen3 Next 80B A3B Alibaba	45	80B (3B active at inference time)	262k	$0.9	61	🤗	+2 more	View
gpt-oss-20B OpenAI	45	21B (3.6B active at inference time)	131k	$0.1	254	🤗	+7 more	View
DeepSeek V3.1 (Non-reasoning) DeepSeek	45	685B (37B active at inference time)	128k	$0.5	20	🤗	+6 more	View
DeepSeek R1 (Jan '25) DeepSeek	44	685B (37B active at inference time)	128k	$2.0	-	🤗	+8 more	View
Qwen3 4B 2507 (Reasoning) Alibaba	43	4.02B	262k	-	-	🤗	-	View
EXAONE 4.0 32B (Reasoning) LG AI Research	43	32B	131k	$0.7	56	🤗		View
Qwen3 Coder 480B A35B Alibaba	42	480B (35.0B active at inference time)	262k	$3.0	39	🤗	+9 more	View
Qwen3 235B A22B (Reasoning) Alibaba	42	235B (22B active at inference time)	32.8k	$2.6	47	🤗	+2 more	View
MiniMax M1 40k MiniMax	42	456B (45.9B active at inference time)	1.00M	$0.8	-	🤗		View
Hermes 4 - Llama-3.1 405B (Reasoning) Nous Research	42	406B	128k	$1.5	37	🤗		View
DeepSeek V3 0324 DeepSeek	41	671B (37B active at inference time)	128k	$0.5	21	🤗	+11 more	View
Hermes 4 - Llama-3.1 70B (Reasoning) Nous Research	39	70.6B	128k	$0.2	87	🤗		View
Qwen3 32B (Reasoning) Alibaba	39	32.8B	32.8k	$2.6	57	🤗	+5 more	View
Llama 3.1 Nemotron Ultra 253B v1 (Reasoning) NVIDIA	38	253B	128k	$0.9	37	🤗		View
NVIDIA Nemotron Nano 9B V2 NVIDIA	38	9B	131k	-	-	Not available	-	View
QwQ 32B Alibaba	38	32.8B	131k	$0.5	37	🤗	+3 more	View
GLM-4.5V (Reasoning) Z AI	37	108B (12.0B active at inference time)	64.0k	$0.9	45	🤗		View
Qwen3 30B A3B 2507 (Non-reasoning) Alibaba	37	30.5B (3.3B active at inference time)	262k	$0.3	86	🤗		View
NVIDIA Nemotron Nano 9B V2 (Reasoning) NVIDIA	37	9B	131k	-	-	Not available	-	View
Qwen3 30B A3B (Reasoning) Alibaba	37	30.5B (3.3B active at inference time)	32.8k	$0.8	69	🤗	+3 more	View
Qwen3 14B (Reasoning) Alibaba	36	14.8B	32.8k	$1.3	48	🤗		View
Llama 4 Maverick Meta	36	402B (17B active at inference time)	1.00M	$0.4	138	🤗	+12 more	View
Llama 3.3 Nemotron Super 49B v1 (Reasoning) NVIDIA	35	49B	128k	-	-	🤗	-	View
DeepSeek R1 0528 Qwen3 8B DeepSeek	35	8.19B	32.8k	$0.1	42	🤗		View
EXAONE 4.0 32B LG AI Research	33	32B	131k	$0.7	54	Not available		View
Qwen3 Coder 30B A3B Alibaba	33	30.5B (3.3B active at inference time)	262k	$0.9	92	🤗		View
DeepSeek R1 Distill Qwen 32B DeepSeek	33	32B	128k	$0.3	20	🤗		View
Hermes 4 - Llama-3.1 405B Nous Research	33	406B	128k	$1.5	34	🤗		View
Reka Flash 3 Reka AI	33	21B	128k	$0.3	50	🤗		View
DeepSeek V3 (Dec '24) DeepSeek	32	671B (37B active at inference time)	128k	$0.5	-	🤗	+6 more	View
Magistral Small Mistral	32	23.6B	40.0k	$0.8	184	🤗		View
DeepSeek R1 Distill Llama 70B DeepSeek	31	70B	128k	$0.8	117	🤗	+3 more	View
Qwen3 235B A22B Alibaba	30	235B (22B active at inference time)	32.8k	$1.2	41	🤗	+2 more	View
DeepSeek R1 Distill Qwen 14B DeepSeek	30	14B	128k	$0.9	148	🤗		View
Qwen3 14B Alibaba	29	14.8B	32.8k	$0.6	46	🤗		View
Mistral Small 3.2 Mistral	29	24B	128k	$0.1	118	🤗		View
Qwen2.5 Instruct 72B Alibaba	29	72B	131k	-	49	🤗	+2 more	View
Qwen3 8B (Reasoning) Alibaba	28	8.19B	131k	$0.7	90	🤗		View
Llama 4 Scout Meta	28	109B (17B active at inference time)	10.0M	$0.3	111	🤗	+10 more	View
Command A Cohere	28	111B	256k	$4.4	88	🤗		View
QwQ 32B-Preview Alibaba	28	32.8B	32.8k	$0.7	69	🤗		View
Llama 3.3 Instruct 70B Meta	28	70B	128k	$0.6	72	🤗	+19 more	View
Exaone 4.0 1.2B (Reasoning) LG AI Research	27	1.28B	64.0k	-	-	🤗	-	View
Llama Nemotron Super 49B v1.5 NVIDIA	27	49B	128k	-	-	🤗	?	View
Qwen3 30B A3B Alibaba	26	30.5B (3.3B active at inference time)	32.8k	$0.3	66	🤗		View
Qwen3 32B Alibaba	26	32.8B	32.8k	$1.2	54	🤗	+6 more	View
Llama 3.1 Nemotron Nano 4B v1.1 (Reasoning) NVIDIA	26	4.51B	128k	-	-	🤗	-	View
GLM-4.5V Z AI	26	108B (12.0B active at inference time)	64.0k	$0.9	57	🤗		View
Llama 3.3 Nemotron Super 49B v1 NVIDIA	26	49B	128k	-	-	🤗	-	View
MiniMax-Text-01 MiniMax	26	456B (45.9B active at inference time)	4.00M	$0.4	-	🤗		View
Llama 3.1 Instruct 405B Meta	26	405B	128k	$3.5	31	🤗	+8 more	View
Qwen3 4B (Reasoning) Alibaba	26	4.02B	32.0k	$0.4	93	🤗		View
Mistral Large 2 (Nov '24) Mistral	26	123B	128k	$3.0	45	🤗		View
Llama 3.1 Tulu3 405B Allen Institute for AI	25	405B	128k	-	-	🤗	-	View
Pixtral Large Mistral	25	124B	128k	$3.0	44	🤗		View
Grok 2 (Dec '24) xAI	25	270B	131k	-	-	🤗	-	View
Phi-4 Microsoft Azure	25	14B	16.0k	$0.2	24	🤗		View
Hermes 4 - Llama-3.1 70B Nous Research	24	70.6B	128k	$0.2	80	🤗		View
Llama 3.1 Nemotron Instruct 70B NVIDIA	24	70B	128k	$0.6	30	🤗		View
Mistral Small 3.1 Mistral	23	24B	128k	$0.1	171	🤗	+2 more	View
Qwen3 8B Alibaba	23	8.19B	32.8k	$0.3	81	🤗		View
Qwen2.5 Instruct 32B Alibaba	23	32B	128k	-	-	🤗	-	View
Llama 3.1 Instruct 70B Meta	23	70B	128k	$0.8	61	🤗	+9 more	View
Qwen3 1.7B (Reasoning) Alibaba	22	2.03B	32.0k	$0.4	124	🤗		View
Mistral Large 2 (Jul '24) Mistral	22	123B	128k	$3.0	37	🤗		View
Gemma 3 27B Instruct Google	22	27.4B	128k	-	48	🤗		View
Qwen2.5 Coder Instruct 32B Alibaba	22	32B	131k	$0.2	76	🤗		View
Mistral Small 3 Mistral	21	24B	32.0k	$0.1	157	🤗		View
Jamba 1.7 Large AI21 Labs	21	398B (94.0B active at inference time)	256k	$3.5	44	🤗		View
Gemma 3 12B Instruct Google	21	12.2B	128k	$0.2	-	🤗		View
DeepSeek-V2.5 (Dec '24) DeepSeek	21	236B (21B active at inference time)	128k	$0.2	-	🤗		View
Qwen3 4B Alibaba	21	4.02B	32.0k	$0.2	88	🤗		View
Exaone 4.0 1.2B LG AI Research	20	1.28B	64.0k	-	-	🤗	-	View
DeepSeek-V2.5 DeepSeek	20	236B (21B active at inference time)	128k	$0.2	-	🤗		View
Devstral Small (May '25) Mistral	20	23.6B	256k	$0.1	115	🤗		View
DeepSeek R1 Distill Llama 8B DeepSeek	19	8B	128k	$0.0	49	🤗		View
R1 1776 Perplexity	19	671B (37B active at inference time)	128k	$3.5	-	🤗		View
Llama 3.2 Instruct 90B (Vision) Meta	19	90B	128k	$0.7	38	🤗	+1 more	View
Solar Mini Upstage	19	10.7B	4.10k	$0.1	81	🤗		View
Grok-1 xAI	18	314B (78B active at inference time)	8.19k	-	-	🤗	-	View
Qwen2 Instruct 72B Alibaba	18	72B	131k	-	-	🤗	-	View
Devstral Small (Jul '25) Mistral	18	24B	256k	$0.1	148	🤗		View
Gemma 2 27B Google	17	27.2B	8.19k	-	-	🤗	-	View
Llama 3.1 Instruct 8B Meta	17	8B	128k	$0.1	168	🤗	+18 more	View
Phi-4 Mini Instruct Microsoft Azure	16	3.84B	128k	-	47	🤗		View
Gemma 3n E4B Instruct Google	16	8.39B (4.0B active at inference time)	32.0k	$0.0	68	🤗		View
DeepHermes 3 - Mistral 24B Preview Nous Research	16	24B	32.0k	-	-	🤗	-	View
Granite 3.3 Instruct 8B IBM	15	8.17B	128k	$0.1	436	🤗		View
Jamba 1.5 Large AI21 Labs	15	398B (94B active at inference time)	256k	$3.5	-	🤗		View
Gemma 3 4B Instruct Google	15	4.3B	128k	$0.1	-	🤗		View
Hermes 3 - Llama-3.1 70B Nous Research	15	70.6B	128k	$0.3	33	🤗		View
Llama 3.2 Instruct 11B (Vision) Meta	15	11B	128k	$0.2	59	🤗		View
DeepSeek-Coder-V2 DeepSeek	15	236B (21B active at inference time)	128k	$0.2	-	🤗		View
Qwen3 1.7B Alibaba	14	2.03B	32.0k	$0.2	117	🤗		View
Jamba 1.6 Large AI21 Labs	14	398B (94B active at inference time)	256k	$3.5	43	🤗		View
Qwen3 0.6B (Reasoning) Alibaba	14	0.752B	32.0k	$0.4	207	🤗		View
Phi-3 Mini Instruct 3.8B Microsoft Azure	13	3.8B	4.10k	$0.2	68	🤗		View
Llama 3 Instruct 70B Meta	13	70B	8.19k	$0.9	42	🤗	+6 more	View
Mistral Small (Sep '24) Mistral	13	22B	32.8k	$0.3	92	🤗		View
Gemma 3n E4B Instruct Preview (May '25) Google	13	8.39B (4B active at inference time)	32.0k	-	-	🤗	-	View
Phi-4 Multimodal Instruct Microsoft Azure	12	5.6B	128k	-	18	🤗		View
Qwen2.5 Coder Instruct 7B Alibaba	12	7.62B	131k	-	-	🤗	-	View
Mixtral 8x22B Instruct Mistral	12	141B (39B active at inference time)	65.4k	$3.0	51	🤗		View
Llama 2 Chat 7B Meta	11	7B	4.10k	$0.1	113	🤗		View
Llama 3.2 Instruct 3B Meta	11	3B	128k	$0.0	101	🤗	+3 more	View
Qwen3 0.6B Alibaba	11	0.752B	32.0k	$0.2	193	🤗		View
Qwen1.5 Chat 110B Alibaba	11	110B	32.0k	-	-	🤗	-	View
Phi-3 Medium Instruct 14B Microsoft Azure	10	14B	128k	$0.3	43	🤗		View
Pixtral 12B (2409) Mistral	9	12B	128k	$0.1	107	🤗		View
DeepSeek R1 Distill Qwen 1.5B DeepSeek	9	1.5B	128k	-	-	🤗	-	View
DeepSeek-V2-Chat DeepSeek	9	236B (21B active at inference time)	128k	$0.2	-	🤗		View
LFM2 1.2B Liquid AI	8	1.17B	32.8k	-	-	🤗	?	View
Gemma 3n E2B Instruct Google	8	5.98B (2.0B active at inference time)	32.0k	-	47	🤗		View
Ministral 8B Mistral	8	8B	128k	$0.1	177	🤗		View
Gemma 2 9B Google	8	9B	8.19k	$0.2	-	🤗		View
Arctic Instruct Snowflake	8	480B (17B active at inference time)	4.00k	-	-	🤗	-	View
Qwen Chat 72B Alibaba	8	72B	33.8k	$1.0	-	🤗		View
Llama 3.2 Instruct 1B Meta	7	1B	128k	$0.1	104	🤗		View
Command-R+ (Aug '24) Cohere	7	104B	128k	$4.4	38	🤗		View
Llama 3 Instruct 8B Meta	7	8B	8.19k	$0.1	66	🤗	? +3 more	View
Gemma 3 1B Instruct Google	6	1B	32.0k	-	-	🤗	?	View
DeepSeek Coder V2 Lite Instruct DeepSeek	6	16B (2.4B active at inference time)	128k	-	-	🤗	-	View
Codestral (May '24) Mistral	6	22B	32.8k	-	-	🤗	-	View
Aya Expanse 32B Cohere	6	32B	128k	$0.8	73	🤗		View
Llama 2 Chat 70B Meta	6	70B	4.10k	-	-	🤗	-	View
DeepSeek LLM 67B Chat (V1) DeepSeek	6	7B	4.10k	-	-	🤗	-	View
Llama 2 Chat 13B Meta	6	13B	4.10k	-	-	🤗	-	View
Command-R+ (Apr '24) Cohere	5	104B	128k	$6.0	19	🤗		View
OpenChat 3.5 (1210) OpenChat	5	7B	8.19k	-	-	🤗	-	View
DBRX Instruct Databricks	5	132B (36B active at inference time)	32.8k	-	-	🤗	-	View
Mistral NeMo Mistral	5	12B	128k	$0.1	124	🤗	+1 more	View
Jamba 1.5 Mini AI21 Labs	4	52B (12B active at inference time)	256k	$0.3	-	🤗		View
Jamba 1.7 Mini AI21 Labs	4	52B (12.0B active at inference time)	258k	$0.3	140	🤗		View
Jamba 1.6 Mini AI21 Labs	3	52B (12B active at inference time)	256k	$0.3	140	🤗		View
Mixtral 8x7B Instruct Mistral	3	46.7B (12.9B active at inference time)	32.8k	$0.7	58	🤗	? +2 more	View
DeepHermes 3 - Llama-3.1 8B Preview Nous Research	2	8B	128k	-	-	🤗	-	View
Aya Expanse 8B Cohere	2	8B	8.00k	$0.8	83	🤗		View
Codestral-Mamba Mistral	1	7B	256k	-	-	🤗	-	View
Mistral 7B Instruct Mistral	1	7B	8.19k	$0.3	109	🤗	+3 more	View
Command-R (Aug '24) Cohere	1	32B	128k	$0.3	88	🤗		View
Command-R (Mar '24) Cohere	1	35B	128k	$0.8	83	🤗		View