(Modified:
2026-10-10)
— Written by
SimeonOnSecurity— 11 min read
A five-model comparison of two RTX 5060 Ti cards and an NVIDIA GB10 across 4K to 256K context, including prompt processing, generation speed, and actual prompt lengths.
(Modified:
2026-10-06)
— Written by
SimeonOnSecurity— 10 min read
Compare local AI with ChatGPT and Claude through benchmark scores, memory estimates, serving speed, and agent verification. Includes RTX 5090, DGX Spark, and Mac Studio scenarios.
(Modified:
2026-10-10)
— Written by
SimeonOnSecurity— 8 min read
NVIDIA’s 64GB DGX Spark tier shows how memory supply pressure is shaping local AI hardware. This guide explains the capacity cut, unified-memory tradeoffs, and why DRAM relief is unlikely before late 2027.