Benchmark Extreme - Real Benchmarks. No Marketing Hype.

A Mac can give its GPU only part of its memory, so the number on the box is not the number a model gets. By the rule macOS uses, a 16GB Mac offers the GPU about 10.7GB, a 32GB Mac about 21.3GB, and a 64GB Mac 48GB. That, plus a safety margin of 1 to 2GB, decides which open models run at full speed. For an 8B model, 16GB is enough. For a 32B model, you want 36GB. For a 70B model at 4-bit, 64GB is the least that works.

Inspect the filters every two weeks for the first month after a build, then set your interval from what you see. Most homes end up between one week and four months, and pets, carpet and smoke push you toward the short end. The calendar only gives you a starting guess. The filter itself tells you when it needs cleaning: if light no longer comes through the mesh, you are already late.

A full pass takes about 15 minutes of work. Drying adds anything from 10 minutes to several hours, depending on the filter material.

The 2L-ILM on Intel's LGA1954 socket is the clamp that presses the CPU onto its pins, now with two levers instead of one. It is a separate piece of hardware from the four holes your cooler bolts through. That separation is the whole compatibility question for Nova Lake-S. The new socket forces a new motherboard and a new CPU. Whether it forces a new cooler depends on the bolt pattern and on the surface the cold plate sits on, and so far the bolt pattern has not moved.

Intel's own confirmation of the socket was accidental. It came through an engineering validation tool listed on the company's website, which ties LGA1954 to Nova Lake-S, as TechPowerUp reported. The same report puts launch around Q1 2027, which is later than the second-half-2026 window earlier coverage pointed to. None of the sources cited here include a core count or a minimum retention-force spec from Intel, so neither figure appears below.

A case has good airflow when cool air reaches the GPU and CPU intakes with little resistance on the way in, and the product page usually tells you less about that than its fan count suggests.

The stakes are measurable. Newegg Insider's mid-tower roundup, updated October 7, puts the mesh-versus-glass gap at 3 to 8°C on the GPU under sustained load. It also says poor airflow costs 10 to 15°C at the CPU and 5 to 10°C at the GPU, and 5 to 10 fps in long sessions once throttling starts. Other outlets report 5 to 10°C and 8 to 15°C for the same mesh-versus-glass comparison. Those numbers disagree because "mesh" and "glass" each cover a wide range of panels, and that range is what the checks below are for.

Multi-GPU gaming was never killed in one announcement. The interconnect was removed one product generation at a time, and by the RTX 40 series there was no longer anywhere to plug a bridge. In 2009 and 2010, reviewers were benchmarking three Radeon HD 5870s in CrossFire, the setup AMD called TriFire. What follows is what happened to that idea, and what now sits in the slot the second and third cards used to occupy.

SLI and CrossFire offered a simple deal: bridge identical GPUs and get more frames. In How-To Geek's retrospective, Monica J. White describes what that deal looked like in practice: "One game might scale beautifully and make the enormous investment feel worthwhile, while another barely used the second card at all."

Average FPS is the least informative number on a GPU benchmark chart. It is total frames divided by elapsed time, so it cannot tell evenly spaced frames apart from smooth stretches broken up by long hitches. BottleneckPC's worked example shows the problem. A 60 FPS average with even pacing gives a 1% low of roughly 58 FPS. Add four 65 ms frames and the average stays at 60 while the 1% low falls to roughly 15.

GamersNexus added 1% and 0.1% lows to its testing in 2014. The method: sort every captured frame time, average the slowest 1% or 0.1%, and convert the result back to a rate (FPS = 1000 / frametime in ms). GN does not publish raw minimum or maximum FPS, because a single frame is an outlier, not a data point.

For the three line items you still control, the picks are a Montech Air 903 Max at $75 for the case, a Corsair RM650e 650W 80 Plus Gold at $85 for power, and a Thermalright Peerless Assassin 120 SE at $35 for cooling. The fourth line item, memory, is where the budget dies: Capital & Compute's tracker had the cheapest 32GB (2x16GB) DDR5 kit at $425 on September 16, up from $390 in late August, and Tech Insider puts mainstream 32GB DDR5-6000 kits at $375 to $400 as of early September against a historical low of $72 for the same class of kit. What follows weighs published thermal, acoustic and price figures from Tom's Hardware, GamersNexus and two retail-price trackers, and it arrives at an unhappy conclusion about the headline number: at these memory prices, a new-platform build with 32GB of DDR5 does not fit under $1,000, and pretending otherwise means gutting the parts that are cheap to get right.

The 2026 Corsair RM1000e is the previous RM1000e with a thermistor in the cable comb. Tom's Hardware put it more elegantly, calling it "less a new power supply than a familiar one with a much better cable attached", but the substance is the same: the HEC-built RMe platform carries over, the 140mm chassis carries over, the 7-year warranty carries over, and the headline feature lives entirely in a 650mm length of wire.

That wire is the ThermalProtect 600W 12V-2x6 cable, which arrived with the refreshed RM850e and RM1000e on 18 August 2026 at $139.99 and $179.99 respectively. It monitors its own temperature 30mm back from the GPU-side connector and, above 65°C, signals the card through the connector's Sense pins to stop drawing power. No software, no USB header, no GPU vendor cooperation. It will do this on any PSU and any card with a native 12V-2x6 connector, including hardware Corsair did not make.