One of the Best Local LLM GPUs May Be Entering a Supply Squeeze

Signs are pointing to a tightening supply of RTX 5060 Ti 16GB, one of the consumer GPUs that makes sense for local LLM inference. New supply-chain chatter from Asia suggests NVIDIA is quietly shifting volume away from higher-VRAM SKUs as memory costs continue to rise.

According to industry sources circulated through Chinese board partner channels, NVIDIA is reducing allocations of RTX 5060 Ti 16GB in favor of lower-memory variants like the RTX 5060 and RTX 5060 Ti 8GB. While officially unconfirmed, this lines up closely with what we are already seeing on the retail side.

For local LLM users, this matters. The 16GB model is not a niche gaming SKU; it is one of the most cost-effective ways to run mid-size quantized models without stepping into workstation pricing.

Europe: Prices Are Already Moving Up

In Europe, pricing pressure is no longer theoretical. Retail data over the past few months shows a clear upward trend for RTX 5060 Ti 16GB models:

• Gigabyte WINDFORCE OC RTX 5060 Ti 16GB
  Now: €497
  September: €428
  Increase: +€69
• ASUS DUAL OC RTX 5060 Ti 16GB
  Now: €503
  September: €428
  Increase: +€75

Asus DUAL OC GeForce RTX 5060 Ti 16 GB price graph for Germany

These are not small fluctuations. For a card whose main appeal is performance-per-euro, a €70–75 jump materially changes the value equation. And this is especially true for users planning dual-GPU setups to reach 32GB of usable VRAM.

US Market: Stable for Now, But Early Signals Are There

In contrast, US pricing remains relatively stable, though small upticks are already visible:

• Gigabyte WINDFORCE OC RTX 5060 Ti 16GB: $449, up about $20 since September
• ASUS DUAL OC RTX 5060 Ti 16GB: holding at $479

Asus DUAL OC GeForce RTX 5060 Ti 16 GB price graph in US

So far, US availability has masked the supply pressure seen in Europe and parts of Asia. However, if NVIDIA continues prioritizing 8GB SKUs to control BOM costs, the US market is unlikely to stay insulated for long.

The daily average price of a second-hand RTX 5060 Ti 16GB on eBay US over the past 90 days, as of January 2026, has remained stable.

On the second-hand market, RTX 5060 Ti 16GB pricing on eBay has remained surprisingly stable over the past 90 days. Listings typically range from $350 to $425, with the average hovering around $380. This flat trend suggests that while new card prices are drifting upward in Europe, the used market is holding steady, offering a slightly more affordable entry point for local LLM builders who are willing to buy pre-owned hardware without sacrificing VRAM capacity.

Why NVIDIA Is Likely De-Prioritizing 16GB Cards

The underlying driver appears to be rising GDDR7 pricing. A 16GB board consumes twice the VRAM of an 8GB model, and when memory prices climb, margins get squeezed fast.

From NVIDIA’s perspective, pushing higher volumes of 8GB cards keeps unit shipments high while reducing per-board memory cost. From a local LLM perspective, this is exactly the wrong direction.

For inference workloads, VRAM capacity is the hard limit. An 8GB card is effectively excluded from serious LLM use beyond very small models or short contexts. That is why the RTX 5060 Ti 16GB has been such a standout: it delivers just enough VRAM, decent bandwidth, and manageable power draw in a consumer form factor.

Why This Matters Specifically for Local LLM Users

As covered in our earlier analysis, a single RTX 5060 Ti 16GB can comfortably run models like Qwen3 8B and 24B with long context, while a dual-card setup unlocks the 30B class without jumping to RTX 5090 pricing.

That positioning makes the card unusually sensitive to supply changes. If availability continues to tighten and prices drift upward, the RTX 5060 Ti 16GB risks losing its status as the best performance-per-dollar LLM GPU—not because it got worse, but because it got rarer.

Outlook: More Pressure Likely in 2026

The same supply-chain reports suggest further cost increases cannot be ruled out over the next few quarters. If that plays out, pricing pressure on 16GB models is likely to persist into mid-2026, even if gaming-focused demand cools.

For now, the RTX 5060 Ti 16GB remains one of the most rational choices for price-conscious local LLM builders. But the window is clearly narrowing, especially in Europe.

If VRAM density is your priority, waiting may not be rewarded this time.