RAM prices up 500% since 2025 — local AI blogger says buy hardware now
julianharris · x · 2026-10-19
Julian Harris (AI Local) analyzed whether to buy local AI hardware now: RAM prices have surged 500% since 2025 because AI datacenters are hoarding memory, with players like Nvidia stacking DRAM into HBM4, squeezing consumer supply — just as local AI needs lots of RAM.
- He cites five analysts' RAM price forecasts through 2029 and concludes: buy now, don't wait.
- Practical advice: without an Nvidia RTX card, you'll need at least 128GB RAM for a viable coding agent setup for the foreseeable future.
- He claims to run an Opus-level coding agent locally at nearly 2x Claude Opus speed, for free.
A quoted post adds that local AI is improving across training, RL, quantization and inference engines, with specialized engines like Strata, Maya and TensorFold enabling bigger models on modest devices.
More from Infra
- Microsoft pulls out of £2B UK AI data center as grid delays push power into 2030s — Polymarket · 2026-10-19
- Local Qwen3 27B generates a full video in ~2 hours, completely free — aziz4ai · 2026-10-19
- Poliscope Made Germany's 4,800 Council Portals Searchable on One Qdrant Server, Cutting Latency from 20s to 0.87s — qdrant_engine · 2026-10-19
- GPUs literally falling off the bus: MCIO riser triggers NVIDIA Xid 79 errors — TheZachMueller · 2026-10-19
- 763B DeepSeek-V4.1-Flash runs locally at 500+ tok/s on 4x RTX Pro 6000 — TheZachMueller · 2026-10-19
- selflift-Fish: 20s 1080p MiniMax H3 video on a 16GB GPU, 2.2x faster — Hot_Store_5699 · 2026-10-19