Mac Studio M4 Max versus M4 Ultra para IA em 2026: Qual comprar para LLMs locais
On a Mac, the AI question is unified memory: how much, and how fast. Here’s how the M4 Max and M4 Ultra Mac Studio configurations compare for running local LLMs.
On a Mac, the AI question is unified memory: how much, and how fast. Here’s how the M4 Max and M4 Ultra Mac Studio configurations compare for running local LLMs.
The H200 is not a faster compute chip than the H100 — it is the same Hopper GPU with far more memory. For large-model inference, that distinction is everything.
The H100 outclasses the A100 on every performance axis — but the A100 still rents for a fraction of the price. Here’s exactly when the older card wins on cost-efficiency.
Both NPUs hit ~40 TOPS. Both promise all-day battery. But Snapdragon X Elite + Copilot+ PC and Apple M4 MacBook Air are very different machines. Here’s which to buy.
Both ship with 16 GB GDDR7 and Blackwell. The 5080 costs 33% more — is it 33% better for AI? We tested both side-by-side.
Google’s Pixel 10 Pro is the most AI-first phone of 2026 — by design. Here’s every feature it can do, and how it actually compares to iPhone 17 Pro and Galaxy S26 Ultra.
Top open-source LLMs in 2026 ranked by capability + the exact hardware you need to run each locally. Llama 3 405B, Qwen 2.5 72B, DeepSeek V3, Mistral Large 2.
$3,000 for a desktop appliance that runs Llama 3 405B locally? Nvidia DIGITS is real, it works, and here’s the honest verdict after four weeks of use.
Galaxy AI has been iterating publicly since 2024 — and it shows. The S26 Ultra ships the broadest AI feature set on any phone in 2026. Here’s every feature, tested.
When local GPUs aren’t enough, which cloud do you actually rent from in 2026? Real prices, real availability, and the right provider for each use case.
$500 isn’t enough for the AI hardware Reddit recommends. Here’s what you can actually do with a budget GPU in 2026 — and which one to buy.
AMD finally shipped a chip with massive unified memory in 2026 — 128 GB vs Apple M4 Pro’s 48 GB. But Apple’s per-chip efficiency still matters. Which wins for AI?