🔥 RTX 5070 Ti vs RTX 5090 for Local LLMs: 16GB vs 32GB
The RTX 5090's 32 GB is a memory ceiling, not a speed grade. Which models fit 16 GB, which need 32 GB, and where the KV cache breaks both.
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Hardware Benchmark Data
Gaming FPS, AI inference tok/s, and synthetic scores for GPUs, CPUs, RAM and SSDs — sourced from TechPowerUp, PassMark, Tom's Hardware, and community measurements.
GPUs: AMD Instinct MI355X 288GB · Intel Arc B570 · NVIDIA GeForce RTX 5060 Ti · NVIDIA GeForce RTX 5070 · NVIDIA GeForce RTX 5070 Ti · NVIDIA GeForce RTX 5080 · NVIDIA GeForce RTX 5090 · NVIDIA RTX PRO 6000 Blackwell · Radeon RX 9060 XT 16GB · Radeon RX 9060 XT 8GB · Radeon RX 9070 XT · Arc B580 · NVIDIA B200 · NVIDIA GeForce RTX 4070 Ti SUPER · NVIDIA GeForce RTX 4080 SUPER · NVIDIA H200 SXM 141GB · AMD Instinct MI300X 192GB · AMD Radeon Pro W7800 32GB · AMD Radeon Pro W7900 48GB · Intel Arc A580 — more →
CPUs: Intel Core Ultra 5 250KF · AMD Ryzen 9 9900X3D · Apple M3 Ultra · Ryzen 9 9950X3D · Apple M4 · Apple M4 Max · Apple M4 Pro · Intel Core i5-14500 · Intel Core Ultra 5 245K · Intel Core Ultra 7 265K · Intel Core Ultra 9 285K · Ryzen 5 9600X · Ryzen 7 5800XT · Ryzen 7 9700X · Ryzen 7 9800X3D · Ryzen 9 9950X · Intel Core i5-14600K · Intel Core i7-14700K · Intel Core i9-14900K · Ryzen 5 7600 — more →