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Best GPU for Image Classification

Training and inference for classification models

Minimum VRAM recommended: 8GB

Recommended GPUs

Top Pick

NVIDIA RTX 4090

24GB · Ada

Best price-to-performance for ResNet, EfficientNet and ViT classification training.

Best price: $0.11/hrAvg price: $0.43/hrAvailable from 3 providers
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NVIDIA A100

80GB · Ampere

Large VRAM enables massive batch sizes and ensemble training across multiple architectures.

Best price: $1.39/hrAvg price: $1.96/hrAvailable from 6 providers
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NVIDIA RTX 4080

16GB · Ada

Cost-effective option with strong performance for standard classification tasks.

Best price: $0.08/hrAvg price: $0.36/hrAvailable from 2 providers
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Compare These GPUs

NVIDIA RTX 4090 vs NVIDIA A100NVIDIA RTX 4090 vs NVIDIA RTX 4080NVIDIA A100 vs NVIDIA RTX 4080

Other Use Cases

Stable Diffusion

Image generation with Stable Diffusion XL and SD 3.0

LLM Training

Train large language models like LLaMA, Mistral

LLM Inference

Run inference on large language models

Fine-Tuning

Fine-tune models with LoRA, QLoRA

Video Rendering

3D rendering and video processing

Deep Learning

General deep learning research and training

Object Detection

Real-time object detection with YOLO, DINO

Speech Recognition

Whisper, ASR models and voice AI

NLP Research

Natural language processing experiments

Data Science & Analytics

RAPIDS, cuDF and GPU-accelerated analytics

Generative AI (LLMs + Images)

Full generative AI stack: text, image, multimodal

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