Every buy/wait verdict on The GPU Radar comes from a repeatable process. We combine two independent signals — release cycle position and current deal quality — to give you a clear recommendation for each GPU.
We track two data points for each GPU: its release date and its typical cycle length (the historical gap between major generations). From these we derive:
The cycle progress maps to a rating:
Cycle lengths vary by brand:
Within a generation, flagships launch first, mid-range follows 1–3 months later, and entry-level cards arrive last. A "Wait" on a flagship may not apply to the mid-range SKUs if they launched later.
Similar tiered rollout to NVIDIA. AMD often staggers RDNA generations with a longer tail of mid-range and budget cards. Clearance pricing on previous-gen AMD cards can be exceptional value.
Arc is a second-generation product line. Treat each generation independently. Driver maturity is improving rapidly but remains a factor. Intel's cadence will stabilise as the product line matures.
When a GPU is superseded and clearance pricing drops more than 20% below launch MSRP, it can be the best value at its performance level. This is the most important nuance on The GPU Radar.
A superseded GPU at clearance pricing often delivers more performance per dollar than its successor at launch MSRP. We highlight generation-end value windows prominently on each device page.
New GPUs often sell above MSRP for 4–8 weeks after launch due to supply constraints and retailer markups. We flag this as a negative deal window (verdict: "bad").
Street prices typically fall to MSRP or below within two months of launch. Buying during the launch premium window means paying more for the same card you could get cheaper by waiting.
Upscaling technology affects real-world buying decisions. The quality and availability of upscaling can make a mid-range GPU perform like a high-end card in supported titles.
Multi-frame generation with the best image quality. NVIDIA-exclusive, requires RTX hardware. The widest game support of any upscaler. A significant buying factor for NVIDIA cards.
ML-based upscaling, cross-platform. Works on NVIDIA and Intel GPUs too. Competitive image quality with DLSS in most titles. AMD's open approach means broader adoption over time.
AI-powered upscaling with growing game support. Best results on Intel Arc hardware but works on other GPUs via DP4a fallback. Quality improving rapidly with each SDK update.
VRAM capacity is increasingly important as games and applications demand more texture memory. We note VRAM concerns prominently on each device page.
Adequate for 1080p gaming today, but increasingly tight at 1440p with high textures. Several 2024–2025 titles already exceed 8 GB VRAM at max settings. DLSS/FSR help but do not eliminate the problem.
The sweet spot for 1440p gaming. Handles current and near-future titles without VRAM pressure. Cards like the RTX 4070 and Intel Arc B580 sit here.
Essential for 4K gaming, content creation, and AI/ML workloads. If you plan to keep your GPU for 3+ years, 16 GB provides the most headroom.
We cover GPU models (e.g., RTX 5070), not specific board partner variants (e.g., ASUS TUF, MSI Gaming X, Gigabyte Aorus).
AIB (add-in board) variants share the same GPU die — the differences are cooling design, factory clock speeds, and noise levels. Performance deltas between AIB cards of the same model are typically 2–5%, within margin of error for most buyers.
We list top AIB recommendations on each device page to help you choose once you have decided on a GPU model.
Each GPU has curated deal windows based on its documented pricing history. We also layer in industry-wide seasonal patterns where brand-specific data is limited.
Amazon and competing retailers run GPU sales. Typical savings: 10–20% off retail, with previous-gen cards seeing the deepest cuts.
Biggest discounts of the year. Previous-gen GPUs can see 25–40% off. Current-gen cards typically 10–15% off if stock allows. Newegg and Amazon lead.
Retailers clear stock ahead of new-year inventory. Overlaps with gift-card spend and can yield good deals on outgoing models.
Deepest discounts typically arrive in the weeks before a new generation launches. Watch the Cycle Advice signal — a "Wait" rating often precedes price drops on the outgoing generation.