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.
Qwen3 235B 2507 (Reasoning) and 
DeepSeek R1 0528 are the highest intelligence open source models, followed by 
gpt-oss-120B (high) & 
GLM-4.5.
Highlights
Intelligence
Artificial Analysis Intelligence Index; Higher is better
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Total Parameters
Trainable parameters in billions
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Further details
| Weights | Provider Benchmarks | |||||||
|---|---|---|---|---|---|---|---|---|
Qwen3 235B A22B 2507 (Reasoning) Alibaba | 64 | 235B (22B active at inference time) | 256k | $2.6 | 65 | Not available |   +3 more | View |
DeepSeek R1 0528 (May '25) DeepSeek | 59 | 685B (37B active at inference time) | 128k | $1.0 | 24 | 🤗 |    +11 more | View |
gpt-oss-120B OpenAI | 58 | 117B (5.1B active at inference time) | 131k | $0.3 | 262 | 🤗 |   +3 more | View |
GLM-4.5 Z AI | 56 | 355B (32B active at inference time) | 128k | $1.0 | 65 | 🤗 |  +3 more | View |
Qwen3 30B A3B 2507 (Reasoning) Alibaba | 53 | 30.5B (3.3B active at inference time) | 32.8k | $0.8 | 110 | 🤗 | | View |
 MiniMax M1 80k MiniMax | 53 | 456B (45.9B active at inference time) | 1.00M | $0.8 | - | 🤗 | | View |
 Llama Nemotron Super 49B v1.5 (Reasoning) NVIDIA | 52 | 49B | 128k | - | - | 🤗 | ? | View |
gpt-oss-20B OpenAI | 51 | 21B (3.6B active at inference time) | 131k | $0.1 | 396 | 🤗 |  | View |
MiniMax M1 40k MiniMax | 51 | 456B (45.9B active at inference time) | 1.00M | $0.8 | - | 🤗 | | View |
Qwen3 235B A22B 2507 (Non-reasoning) Alibaba | 51 | 235B (22.0B active at inference time) | 256k | $1.2 | 40 | 🤗 | +5 more | View |
 EXAONE 4.0 32B (Reasoning) LG AI Research | 51 | 32B | 131k | $0.7 | 96 | 🤗 |  | View |
DeepSeek R1 (Jan '25) DeepSeek | 50 | 685B (37B active at inference time) | 128k | $2.0 | - | 🤗 | +10 more | View |
GLM-4.5-Air Z AI | 49 | - | 128k | $0.4 | 176 | 🤗 | +1 more | View |
 Kimi K2 Moonshot AI | 49 | 1.0KB (32B active at inference time) | 128k | $1.1 | 42 | 🤗 |   +6 more | View |
Qwen3 235B A22B (Reasoning) Alibaba | 48 | 235B (22B active at inference time) | 32.8k | $2.6 | 37 | 🤗 | +5 more | View |
QwQ 32B Alibaba | 48 | 32.8B | 131k | $0.5 | 54 | 🤗 | +3 more | View |
Llama 3.1 Nemotron Ultra 253B v1 (Reasoning) NVIDIA | 46 | 253B | 128k | $0.9 | 43 | 🤗 | | View |
Qwen3 30B A3B 2507 (Non-reasoning) Alibaba | 46 | 30.5B (3.3B active at inference time) | 32.8k | $0.3 | 106 | 🤗 | | View |
Qwen3 14B (Reasoning) Alibaba | 45 | 14.8B | 32.8k | $1.3 | 54 | 🤗 | | View |
Qwen3 Coder 480B A35B Alibaba | 45 | 480B (35.0B active at inference time) | 262k | $3.0 | 49 | 🤗 | +7 more | View |
Qwen3 32B (Reasoning) Alibaba | 44 | 32.8B | 32.8k | $2.6 | 64 | 🤗 | +6 more | View |
DeepSeek V3 0324 (Mar '25) DeepSeek | 44 | 671B (37B active at inference time) | 128k | $0.5 | 22 | 🤗 |  +10 more | View |
Qwen3 30B A3B (Reasoning) Alibaba | 42 | 30.5B (3.3B active at inference time) | 32.8k | $0.8 | 77 | 🤗 | +4 more | View |
 Llama 4 Maverick Meta | 42 | 402B (17B active at inference time) | 1.00M | $0.4 | 166 | 🤗 | +11 more | View |
DeepSeek R1 0528 Qwen3 8B DeepSeek | 42 | 8.19B | 32.8k | $0.1 | 93 | 🤗 | | View |
DeepSeek R1 Distill Qwen 32B DeepSeek | 41 | 32B | 128k | $0.3 | 27 | 🤗 | | View |
Qwen3 8B (Reasoning) Alibaba | 41 | 8.19B | 32.8k | $0.7 | 99 | 🤗 | | View |
Llama 3.3 Nemotron Super 49B v1 (Reasoning) NVIDIA | 40 | 49B | 128k | - | - | 🤗 | - | View |
EXAONE 4.0 32B LG AI Research | 40 | 32B | 131k | $0.7 | 90 | Not available | | View |
DeepSeek R1 Distill Qwen 14B DeepSeek | 38 | 14B | 128k | $0.2 | 85 | 🤗 | | View |
DeepSeek R1 Distill Llama 70B DeepSeek | 37 | 70B | 128k | $0.8 | 76 | 🤗 | +6 more | View |
Qwen3 4B (Reasoning) Alibaba | 36 | 4.02B | 32.0k | $0.4 | 105 | 🤗 | | View |
 Reka Flash 3 Reka AI | 36 | 21B | 128k | $0.3 | 56 | 🤗 | | View |
 Magistral Small Mistral | 36 | 23.6B | 40.0k | $0.8 | 210 | 🤗 | | View |
DeepSeek V3 (Dec '24) DeepSeek | 35 | 671B (37B active at inference time) | 128k | $0.5 | - | 🤗 | +6 more | View |
Llama 3.1 Nemotron Nano 4B v1.1 (Reasoning) NVIDIA | 34 | 4.51B | 128k | - | - | 🤗 | - | View |
Qwen3 235B A22B Alibaba | 33 | 235B (22B active at inference time) | 32.8k | $1.2 | 36 | 🤗 | +4 more | View |
Llama 4 Scout Meta | 33 | 109B (17B active at inference time) | 10.0M | $0.2 | 126 | 🤗 |  +9 more | View |
Mistral Small 3.2 Mistral | 32 | 24B | 128k | $0.1 | 172 | 🤗 | | View |
 Command A Cohere | 32 | 111B | 256k | $4.4 | 162 | 🤗 | | View |
QwQ 32B-Preview Alibaba | 32 | 32.8B | 32.8k | $0.7 | 50 | 🤗 | | View |
Llama 3.3 Instruct 70B Meta | 31 | 70B | 128k | $0.6 | 111 | 🤗 | +15 more | View |
Qwen3 30B A3B Alibaba | 30 | 30.5B (3.3B active at inference time) | 32.8k | $0.3 | 84 | 🤗 | | View |
Qwen3 14B Alibaba | 30 | 14.8B | 32.8k | $0.6 | 55 | 🤗 | | View |
Qwen3 32B Alibaba | 30 | 32.8B | 32.8k | $1.2 | 65 | 🤗 |  +6 more | View |
Llama 3.1 Instruct 405B Meta | 29 | 405B | 128k | $3.3 | 35 | 🤗 | +11 more | View |
Qwen2.5 Instruct 72B Alibaba | 29 | 72B | 131k | - | 58 | 🤗 | +3 more | View |
MiniMax-Text-01 MiniMax | 29 | 456B (45.9B active at inference time) | 4.00M | $0.4 | 32 | 🤗 | | View |
 Llama 3.1 Tulu3 405B Allen Institute for AI | 29 | 405B | 128k | - | - | 🤗 | - | View |
Llama 3.3 Nemotron Super 49B v1 NVIDIA | 28 | 49B | 128k | - | - | 🤗 | - | View |
Phi-4 Microsoft Azure | 28 | 14B | 16.0k | $0.2 | 41 | 🤗 | | View |
Mistral Large 2 (Nov '24) Mistral | 27 | 123B | 128k | $3.0 | 51 | 🤗 | | View |
Llama Nemotron Super 49B v1.5 NVIDIA | 27 | 49B | 128k | - | - | 🤗 | ? | View |
Qwen3 1.7B (Reasoning) Alibaba | 27 | 2.03B | 32.0k | $0.4 | 138 | 🤗 | | View |
Pixtral Large Mistral | 26 | 124B | 128k | $3.0 | 66 | 🤗 | | View |
Qwen2.5 Instruct 32B Alibaba | 26 | 32B | 128k | $0.1 | - | 🤗 | | View |
Llama 3.1 Nemotron Instruct 70B NVIDIA | 26 | 70B | 128k | $0.2 | 43 | 🤗 | | View |
Qwen3 8B Alibaba | 25 | 8.19B | 32.8k | $0.3 | 100 | 🤗 | | View |
Mistral Large 2 (Jul '24) Mistral | 25 | 123B | 128k | $3.0 | 104 | 🤗 |  | View |
Gemma 3 27B Instruct Google | 25 | 27.4B | 128k | - | 61 | 🤗 | | View |
Qwen2.5 Coder Instruct 32B Alibaba | 25 | 32B | 131k | $0.1 | 53 | 🤗 |  +1 more | View |
Llama 3.1 Instruct 70B Meta | 24 | 70B | 128k | $0.8 | 60 | 🤗 | ?  +10 more | View |
Gemma 3 12B Instruct Google | 24 | 12.2B | 128k | $0.1 | - | 🤗 | | View |
Mistral Small 3.1 Mistral | 24 | 24B | 128k | $0.1 | 150 | 🤗 | | View |
Mistral Small 3 Mistral | 24 | 24B | 32.0k | $0.1 | 57 | 🤗 | | View |
DeepSeek-V2.5 (Dec '24) DeepSeek | 24 | 236B (21B active at inference time) | 128k | $0.2 | - | 🤗 | | View |
Qwen3 4B Alibaba | 24 | 4.02B | 32.0k | $0.2 | 107 | 🤗 | | View |
DeepSeek-V2.5 DeepSeek | 23 | 236B (21B active at inference time) | 128k | $0.2 | - | 🤗 | | View |
Devstral Small (May '25) Mistral | 23 | 23.6B | 256k | $0.1 | 124 | 🤗 | | View |
DeepSeek R1 Distill Llama 8B DeepSeek | 23 | 8B | 128k | $0.0 | 48 | 🤗 | | View |
 R1 1776 Perplexity | 22 | 671B (37B active at inference time) | 128k | $3.5 | - | 🤗 | | View |
Llama 3.2 Instruct 90B (Vision) Meta | 22 | 90B | 128k | $0.5 | 33 | 🤗 | | View |
 Solar Mini Upstage | 22 | 10.7B | 4.10k | $0.1 | 83 | 🤗 | | View |
 Grok-1 xAI | 21 | 314B (78B active at inference time) | 8.19k | - | - | 🤗 | - | View |
Qwen2 Instruct 72B Alibaba | 21 | 72B | 131k | - | 31 | 🤗 | | View |
Devstral Small (Jul '25) Mistral | 21 | 24B | 256k | $0.1 | 155 | 🤗 | | View |
Gemma 2 27B Google | 20 | 27.2B | 8.19k | $0.8 | - | 🤗 | | View |
Gemma 3n E4B Instruct Google | 18 | 8.39B (4.0B active at inference time) | 32.0k | $0.0 | 82 | 🤗 | | View |
 DeepHermes 3 - Mistral 24B Preview Nous Research | 18 | 24B | 32.0k | - | - | 🤗 | - | View |
 Jamba 1.7 Large AI21 Labs | 18 | 398B (94.0B active at inference time) | 256k | $3.5 | 50 | 🤗 | | View |
Jamba 1.5 Large AI21 Labs | 18 | 398B (94B active at inference time) | 256k | $3.5 | - | 🤗 | | View |
Hermes 3 - Llama-3.1 70B Nous Research | 17 | 70.6B | 128k | $0.1 | 33 | 🤗 | | View |
DeepSeek-Coder-V2 DeepSeek | 17 | 236B (21B active at inference time) | 128k | $0.2 | - | 🤗 | | View |
Jamba 1.6 Large AI21 Labs | 17 | 398B (94B active at inference time) | 256k | $3.5 | 49 | 🤗 | | View |
Llama 3 Instruct 70B Meta | 16 | 70B | 8.19k | $0.8 | 51 | 🤗 |  +7 more | View |
Mistral Small (Sep '24) Mistral | 16 | 22B | 32.8k | $0.3 | 96 | 🤗 | | View |
Gemma 3n E4B Instruct Preview (May '25) Google | 15 | 8.39B (4B active at inference time) | 32.0k | - | - | 🤗 | - | View |
Phi-4 Multimodal Instruct Microsoft Azure | 15 | 5.6B | 128k | - | 22 | 🤗 | | View |
Qwen2.5 Coder Instruct 7B Alibaba | 15 | 7.62B | 131k | - | - | 🤗 | - | View |
Mixtral 8x22B Instruct Mistral | 14 | 141B (39B active at inference time) | 65.4k | $3.0 | 56 | 🤗 | | View |
Phi-4 Mini Instruct Microsoft Azure | 14 | 3.84B | 128k | - | 55 | 🤗 | | View |
 Granite 3.3 Instruct 8B IBM | 14 | 8.17B | 128k | - | - | 🤗 | - | View |
Llama 2 Chat 7B Meta | 14 | 7B | 4.10k | $0.1 | 134 | 🤗 | | View |
Gemma 3 4B Instruct Google | 14 | 4.3B | 128k | $0.0 | - | 🤗 | | View |
Llama 3.2 Instruct 11B (Vision) Meta | 13 | 11B | 128k | $0.1 | 59 | 🤗 | | View |
Qwen3 1.7B Alibaba | 13 | 2.03B | 32.0k | $0.2 | 141 | 🤗 | | View |
Qwen1.5 Chat 110B Alibaba | 13 | 110B | 32.0k | - | 24 | 🤗 | | View |
Phi-3 Medium Instruct 14B Microsoft Azure | 13 | 14B | 128k | $0.3 | 53 | 🤗 | | View |
Llama 3.1 Instruct 8B Meta | 12 | 8B | 128k | $0.1 | 226 | 🤗 | +14 more | View |
Pixtral 12B (2409) Mistral | 11 | 12B | 128k | $0.1 | 99 | 🤗 | | View |
Qwen3 0.6B (Reasoning) Alibaba | 11 | 0.752B | 32.0k | $0.4 | 228 | 🤗 | | View |
DeepSeek-V2-Chat DeepSeek | 11 | 236B (21B active at inference time) | 128k | $0.2 | - | 🤗 | | View |
Gemma 3n E2B Instruct Google | 10 | 5.98B (2.0B active at inference time) | 32.0k | - | 61 | 🤗 | | View |
Ministral 8B Mistral | 10 | 8B | 128k | $0.1 | 187 | 🤗 | | View |
Gemma 2 9B Google | 10 | 9B | 8.19k | $0.2 | - | 🤗 | | View |
Phi-3 Mini Instruct 3.8B Microsoft Azure | 10 | 3.8B | 4.10k | - | - | 🤗 | - | View |
 Arctic Instruct Snowflake | 10 | 480B (17B active at inference time) | 4.00k | - | - | 🤗 | - | View |
Qwen Chat 72B Alibaba | 10 | 72B | 33.8k | $1.0 | - | 🤗 | | View |
Command-R+ (Aug '24) Cohere | 9 | 104B | 128k | $4.4 | 48 | 🤗 | | View |
Llama 3 Instruct 8B Meta | 9 | 8B | 8.19k | $0.1 | 104 | 🤗 | ? +4 more | View |
DeepSeek Coder V2 Lite Instruct DeepSeek | 8 | 16B (2.4B active at inference time) | 128k | - | - | 🤗 | - | View |
Codestral (May '24) Mistral | 8 | 22B | 32.8k | $0.3 | - | 🤗 | | View |
Aya Expanse 32B Cohere | 8 | 32B | 128k | $0.8 | 121 | 🤗 | | View |
Llama 2 Chat 70B Meta | 8 | 70B | 4.10k | - | - | 🤗 | - | View |
DeepSeek LLM 67B Chat (V1) DeepSeek | 8 | 7B | 4.10k | - | - | 🤗 | - | View |
Llama 2 Chat 13B Meta | 8 | 13B | 4.10k | - | - | 🤗 | - | View |
Command-R+ (Apr '24) Cohere | 8 | 104B | 128k | $6.0 | 62 | 🤗 | | View |
 OpenChat 3.5 (1210) OpenChat | 8 | 7B | 8.19k | - | - | 🤗 | - | View |
 DBRX Instruct Databricks | 8 | 132B (36B active at inference time) | 32.8k | - | - | 🤗 | - | View |
Mistral NeMo Mistral | 8 | 12B | 128k | $0.1 | 189 | 🤗 | +1 more | View |
Llama 3.2 Instruct 3B Meta | 7 | 3B | 128k | $0.0 | 97 | 🤗 | +4 more | View |
DeepSeek R1 Distill Qwen 1.5B DeepSeek | 7 | 1.5B | 128k | - | - | 🤗 | - | View |
Jamba 1.5 Mini AI21 Labs | 6 | 52B (12B active at inference time) | 256k | $0.3 | - | 🤗 | | View |
Jamba 1.7 Mini AI21 Labs | 6 | 52B (12.0B active at inference time) | 258k | $0.3 | 164 | 🤗 | | View |
Jamba 1.6 Mini AI21 Labs | 5 | 52B (12B active at inference time) | 256k | $0.3 | 167 | 🤗 | | View |
Mixtral 8x7B Instruct Mistral | 5 | 46.7B (12.9B active at inference time) | 32.8k | $0.7 | 69 | 🤗 | ? +2 more | View |
Qwen3 0.6B Alibaba | 4 | 0.752B | 32.0k | $0.2 | 231 | 🤗 | | View |
DeepHermes 3 - Llama-3.1 8B Preview Nous Research | 4 | 8B | 128k | - | - | 🤗 | - | View |
Aya Expanse 8B Cohere | 4 | 8B | 8.00k | $0.8 | 168 | 🤗 | | View |
Command-R (Aug '24) Cohere | 3 | 32B | 128k | $0.3 | 72 | 🤗 | | View |
Command-R (Mar '24) Cohere | 2 | 35B | 128k | $0.8 | 173 | 🤗 | | View |
Codestral-Mamba Mistral | 2 | 7B | 256k | - | - | 🤗 | - | View |
Gemma 3 1B Instruct Google | 1 | 1B | 32.0k | - | - | 🤗 | ? | View |
Llama 3.2 Instruct 1B Meta | 1 | 1B | 128k | $0.1 | 131 | 🤗 | | View |
Mistral 7B Instruct Mistral | 1 | 7B | 8.19k | $0.3 | 127 | 🤗 | +3 more | View |