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NVIDIA GeForce RTX 3060 12GB vs NVIDIA Tesla P40

Side-by-side comparison for AI and gaming. Which one should you buy in 2026?

Bottom Line

NVIDIA Tesla P40 has more VRAM (24GB vs 12GB) but costs more ($300 vs $230). For AI, the extra VRAM is usually worth it. For gaming only, NVIDIA GeForce RTX 3060 12GB may be the better value.

NVIDIA GeForce RTX 3060 12GB: 6 winsNVIDIA Tesla P40: 4 wins0 tied
SpecRTX 3060 12GBNVIDIA Tesla P40
Street Price$230$300
VRAM12GB GDDR624GB GDDR5X
Memory Bandwidth360 GB/s346 GB/s
TDP170W250W
AI Rating4/105/10
Gaming Rating5/101/10
CUDA Cores3,5843,840
Boost Clock1777 MHz1531 MHz
$/GB VRAM$19$13
Length242mm267mm

AI Model Compatibility

How each GPU handles popular AI models. VRAM determines whether a model fits — green means it runs, red means it won't.

Model12GB24GB
Llama 3.1 70B 70BNoNo
Llama 3.1 8B 8BQ8FP16
Qwen 2.5 72B 72BNoNo
Qwen 2.5 32B 32BNoQ4
Qwen 2.5 14B 14BQ4Q8
Mistral 7B 7BQ8FP16
DeepSeek R1 70B 70BNoNo
FLUX.1 Dev 12BQ4Q8
Stable Diffusion XL 6.6BQ8FP16
Stable Diffusion 3.5 Large 8BQ8FP16
HunyuanVideo 13BOffloadQ8
CogVideoX-5B 5BQ8FP16
Mochi 1 10BQ4Q8
LTX Video 2BFP16FP16
Stable Video Diffusion 1.5BFP16FP16
Wan Video 14B 14BQ4Q8
Codestral 22B 22BOffloadQ8
Qwen 2.5 Coder 32B 32BNoQ4
LLaVA 1.6 34B 34BNoQ4
AlphaFold 2 93MQ8FP16
ESMFold (ESM-2 15B) 15BQ4Q8
ESM-2 3B 3BFP16FP16
scGPT 50MFP16FP16
RFdiffusion 200MQ8FP16
Fine-tune Llama 8B 8BQ4Q8
Fine-tune Llama 70B 70BNoNo
Train SDXL LoRA 6.6BQ8FP16
Train FLUX LoRA 12BOffloadQ8

Estimated Performance (tok/s)

Bandwidth-based estimates, not hardware benchmarks. Methodology

ModelRTX 3060 12GBNVIDIA Tesla P40
Llama 3.1 8B 8B23-29Usable7-9Slow
Qwen 2.5 32B 32B7-8Slow
Qwen 2.5 14B 14B22-27Usable9-11Slow

NVIDIA GeForce RTX 3060 12GB

The NVIDIA GeForce RTX 3060 12GB has become a legend in the budget AI community. Despite its modest gaming performance, the 12GB of VRAM with full CUDA support makes it the cheapest entry point for running local LLMs. It handles 7B-8B models at Q4-Q8 and runs Stable Diffusion 1.5. Available used for around -230, it is the go-to recommendation for AI beginners on a tight budget.

Full specs →

NVIDIA Tesla P40

The NVIDIA Tesla P40 is the ultimate budget AI card — 24GB of VRAM for around on the used market. Based on the older Pascal architecture (2016), it lacks modern tensor cores and FP16 acceleration, making inference significantly slower than newer cards. But for hobbyists who want to experiment with 32B models at Q4 quantization without spending thousands, nothing else comes close on price. Requires a second GPU for display output and runs with a loud blower cooler.

Full specs →

Who Should Buy Which?

Buy the NVIDIA GeForce RTX 3060 12GB if:

  • + You want to save $70
  • + You want better gaming performance
  • + You want lower power consumption (170W vs 250W)
  • + Cheapest possible entry into local AI with CUDA

Buy the NVIDIA Tesla P40 if:

  • + You need 24GB VRAM for larger AI models
  • + AI workloads are your primary use case
  • + Cheapest 24GB VRAM card available — the budget AI experimenter's pick