NVIDIA
RTX A4000
Provider Marketplace
All Cloud Providers
Estimates only — rates are collected automatically from public provider pages and may be out of date. Prices vary by region, commitment term, and availability, and typically exclude storage, egress, and tax. Confirm current pricing with the provider before purchasing. Last collected .
Compute Performance
Architecture
Memory & VRAM
Connectivity & Scaling
Power & Efficiency
Physical Design
Software Ecosystem
System Compatibility
Benchmarks & Throughput
Structured Sparsity
Supported (hardware-support for structural sparsity)
Training Benchmarks
Up to 11X faster training performance compared to the previous generation
Multi-GPU Scalability
Scaling Characteristics
Workload Readiness
LLM Training
Boost AI and data science model training with up to 11X faster training performance compared to the previous generation with hardware-support for structural sparsity.
LLM Inference
AI-accelerated compute
Market Authority
Enterprise Cases
Design Showcase: RTX All Stars
Key Strengths
Limitations
Also in the Lineup
Expert Insight
The RTX A4000 represents a strategic leap in AI compute. When comparing cloud providers, consider not just the hourly rate, but also the interconnect bandwidth (InfiniBand/NVLink) and regional availability which can significantly impact total cost of ownership for large-scale training.