GPUs & Macs › NVIDIA RTX 4060 Laptop

NVIDIA RTX 4060 Laptop: local LLM speed

Llama 2 7B (Q4_0) generates 60.0 tokens/s on the NVIDIA RTX 4060 Laptop (Vulkan), and processes prompts at 2,358 tokens/s.

Measured results

ModelGenerate
tok/s
Prompt
tok/s
QuantBackendTestSource
Llama 2 7B60.02,358Q4_0Vulkan FA ontg128llama.cpp #10879 details
Llama 2 7B59.52,136Q4_0Vulkan FA offtg128llama.cpp #10879 details
Llama 3.2 1B Instruct1376,340Q4_K_Mllamafile LocalScore avgLocalScore details
Llama 3.1 8B Instruct36.01,365Q4_K_Mllamafile LocalScore avgLocalScore details

What fits on the NVIDIA RTX 4060 Laptop

Estimates for this chip are scaled from a measured run: Llama 2 7B Q4_0 at 60.0 tok/s (Vulkan, source). Fit assumes the whole model in GPU memory with ~8K context.

ModelBest quant that fitsFileExpected tok/s
gemma-4-12B-itIQ4_XS6.4 GB36.0 estimate
Qwen3.5-9BQ5_K_S6.4 GB36.1 estimate
Qwen3.5-4BQ8_04.5 GB51.2 estimate
MiMo-V2.6-Distill-Qwen-9BQ4_K_M5.8 GB39.3 estimate
gemma-4-E4B-itQ5_K_M5.5 GB41.8 estimate
Qwen3-4BQ8_04.3 GB53.6 estimate
gemma-3-1b-itQ8_01.1 GB191 estimate
gemma-4-E2B-itQ8_05.0 GB46.2 estimate
DeepSeek-R1-0528-Qwen3-8BQ5_K_M5.9 GB39.2 estimate
Llama-3.2-3B-InstructQ8_03.4 GB67.0 estimate
Phi-4-mini-instructQ8_04.1 GB56.2 estimate
gemma-3-4b-itQ8_04.1 GB55.5 estimate
Qwen3-14BUD-IQ3_XXS6.0 GB38.1 estimate
gemma-3-12b-itQ3_K_M6.0 GB38.2 estimate

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