GPU — AMD
AMD Radeon RX 9070 XT
AMD RDNA 4 architecture optimized for price-to-VRAM performance. Strong choice for Linux-based ROCm AI workloads.
- VRAM
- 16GB
- TDP
- 250W
- Bandwidth
- 640GB/s
- AI Throughput
- 389TOPS
Est. Price$579.99
AMD Radeon RX 9070 XT vs NVIDIA GeForce RTX 5090
Architect's technical teardown: VRAM capacity, memory bandwidth, TDP, and AI throughput — compared head-to-head for local LLM workloads.
★ Recommended for Local AI
GPU — NVIDIA
NVIDIA GeForce RTX 5090
NVIDIA's Blackwell flagship featuring 32GB of high-speed GDDR7 memory. Designed for massive LLM training and high-precision FP8 inference at scale.
- VRAM
- 32GB
- TDP
- 575W
- Bandwidth
- 1792GB/s
- AI Throughput
- 3352TOPS
Est. Price$2,049.99
Full Specification Matrix
| Metric | AMD Radeon RX 9070 XT | NVIDIA GeForce RTX 5090 |
|---|---|---|
| VRAM | 16GB | 32GB |
| Memory Bandwidth | 640 GB/s | 1792 GB/s |
| AI Throughput (TOPS) | 389 | 3352 |
| TDP (Power Draw) | 250W | 575W |
| Est. Price | $579.99 | $2,049.99 |