Local AI Advisor

What LLMs can Desktop PC · 2× GeForce RTX 3090 (48 GB) · 128 GB RAM run?

48 GB VRAM + 128 GB RAM, 936 GB/s memory bandwidth, about $2,884. Every open model in our catalog, rated by the engine for chat and for agentic coding.

Best for chat

Qwen3.6 35B-A3B

Excellent · Q6_K · 140–230 tok/s

Best for agentic coding

Qwen3.6 35B-A3B

Excellent · Q6_K · 120–200 tok/s

Best open-source (OSI) pick

Qwen3.6 35B-A3B

Excellent · Q6_K · 140–230 tok/s

Runs well (35)

Fast enough and with memory to spare for everyday chat.

ModelChatAgentic codingQuantChat speed
Qwen3.6 35B-A3BAlibaba QwenOpen sourceExcellentExcellentQ6_K140–230 tok/s
Gemma 4 26B-A4BGoogleOpen sourceExcellentComfortableQ6_K110–180 tok/s
Qwen3.5 35B-A3BAlibaba QwenOpen sourceExcellentComfortableQ6_K140–230 tok/s
LFM2.5 24B-A2BLiquid AIExcellentComfortableQ4_K_M270–450 tok/s
gpt-oss-20bOpenAIOpen sourceExcellentComfortableMXFP4160–270 tok/s
GLM-4.7-Flash (30B-A3B)Z.aiOpen sourceExcellentComfortableQ6_K130–220 tok/s
Qwen3 30B-A3B Instruct 2507Alibaba QwenOpen sourceExcellentComfortableQ6_K120–190 tok/s
Qwen3-Next 80B-A3B InstructAlibaba QwenOpen sourceExcellentAcceptableQ3_K_M230–380 tok/s
Kolibri-1 (78B-A3.5B)Aleph AlphaOpen sourceExcellentBorderlineQ4_K_M160–270 tok/s
Qwen3.8 27BAlibaba QwenOpen sourceExcellentComfortableQ5_K_M25–40 tok/s
Qwen3-Coder 30B-A3B InstructAlibaba QwenOpen sourceExcellentComfortableQ6_K120–190 tok/s
Qwen3.6 27BAlibaba QwenOpen sourceExcellentComfortableQ5_K_M25–40 tok/s
MiniCPM5 2BOpenBMBOpen sourceExcellentAcceptableQ8_0170–280 tok/s
Qwen3.5 9BAlibaba QwenOpen sourceExcellentAcceptableQ6_K55–95 tok/s
Gemma 4 31BGoogleOpen sourceExcellentComfortableQ4_K_M25–40 tok/s
Qwen3.5 27BAlibaba QwenOpen sourceExcellentComfortableQ5_K_M25–40 tok/s
Qwen3.5 4BAlibaba QwenOpen sourceExcellentAcceptableQ8_0100–170 tok/s
Gemma 4 12BGoogleOpen sourceExcellentAcceptableQ6_K45–75 tok/s
Nemotron 3.5 Bolt 74B-A9BNVIDIAExcellentAcceptable4-bit65–110 tok/s
GLM-4.6V-Flash (10B)Z.aiOpen sourceExcellentAcceptableQ6_K55–90 tok/s
Qwen3 8BAlibaba QwenOpen sourceExcellentAcceptableQ6_K65–110 tok/s
Qwen3 14BAlibaba QwenOpen sourceExcellentAcceptableQ6_K35–60 tok/s
DeepSeek-R1-0528-Qwen3-8BDeepSeekOpen sourceExcellentAcceptableQ6_K65–110 tok/s
Muse Glimmer (30B)MetaOpen sourceExcellentAcceptableQ4_K_M30–45 tok/s
Gemma 4 E4BGoogleOpen sourceExcellentBorderlineQ6_K70–110 tok/s
Mistral Small 3.2 (24B)Mistral AIOpen sourceExcellentAcceptableQ5_K_M25–45 tok/s
Phi-4 (14B)MicrosoftOpen sourceExcellentAcceptableQ6_K35–60 tok/s
Llama 3.2 3B InstructMetaOpen weights (restricted)ExcellentTechnically RunsQ6_K150–260 tok/s
Llama 3.1 8B InstructMetaOpen weights (restricted)ExcellentBorderlineQ6_K65–110 tok/s
Gemma 3 27BGoogleOpen weights (restricted)ExcellentAcceptableQ5_K_M25–40 tok/s
Devstral Small 2 (24B)Mistral AIOpen sourceExcellentComfortableQ5_K_M25–45 tok/s
Qwen3 32BAlibaba QwenOpen sourceExcellentAcceptableQ5_K_M19–30 tok/s
Qwen2.5-Coder 7B InstructAlibaba QwenOpen sourceExcellentAcceptableQ6_K70–120 tok/s
Qwen2.5-Coder 32B InstructAlibaba QwenOpen sourceExcellentAcceptableQ5_K_M19–30 tok/s
Llama 3.3 70B InstructMetaOpen weights (restricted)ComfortableBorderlineQ4_K_M11–18 tok/s

Loads, but not recommended (7)

Technically runs. Expect a frustrating experience.

ModelChatAgentic codingQuantChat speed
gpt-oss-120bOpenAIOpen sourceBorderlineBorderlineMXFP430–50 tok/s
Qwen3.5 122B-A10BAlibaba QwenOpen sourceBorderlineBorderlineQ4_K_M10–17 tok/s
Mistral Small 4 (119B-A6.5B)Mistral AIOpen sourceBorderlineBorderlineQ4_K_M16–25 tok/s
DeepSeek-V4-Flash (284B-A13B)DeepSeekOpen sourceBorderlineTechnically RunsQ4_K_M4.2–7 tok/s
GLM-4.5-Air (106B-A12B)Z.aiOpen sourceBorderlineBorderlineQ5_K_M6–11 tok/s
Llama 4 Scout (109B-A17B)MetaOpen weights (restricted)BorderlineBorderlineQ4_K_M7–12 tok/s
GLM-5.3-Flash (320B-A18B)Z.aiOpen sourceBorderlineTechnically RunsQ3_K_M3.9–7 tok/s

Doesn't fit or isn't supported (6)

Not enough usable memory, or the runtime can't run it here.

ModelChatAgentic codingQuantChat speed
DeepSeek-V4.1-Flash (748B-A16B)DeepSeekOpen sourceDoes Not FitDoes Not Fit——
Muse Spark Open 816B-A42BMetaDoes Not FitDoes Not Fit——
GLM-5.3 (753B-A40B)Z.aiDoes Not FitDoes Not Fit——
Nemotron 3.5 Super VL 120B-A12BNVIDIAUnsupportedUnsupported——
Reflection Beam (501B-A23B)Reflection AIOpen sourceUnsupportedUnsupported——
Step 5 Preview 600B-A27BStepfunUnsupportedUnsupported——

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