TokenAssemble

Ranked guide

Best budget GPU for AI

Under $500 MSRP, ranked the same way as the full list: by the largest open model each card loads cleanly. At this price VRAM is the whole decision — a slower card with more memory runs models a faster one simply cannot load.

How we rank

By the largest model each card loads cleanly (quality quantization, no CPU offload, 8K context), then by VRAM, then by price. No benchmark scores and no tokens-per-second claims — we publish speed as a tier, never a number. Full methodology. Pool: GPUs at or under $500 MSRP.

Top pick

Intel Arc A770 16 GB

16GB VRAM at 560 GB/s runs gpt-oss-20b cleanly.

#GPUVRAMBandwidthMSRPRuns up to
1Intel Arc A770 16 GBbeta16 GB560 GB/s$349gpt-oss-20b
2NVIDIA GeForce RTX 5060 Ti 16 GB16 GB448 GB/s$429gpt-oss-20b
3NVIDIA GeForce RTX 4060 Ti 16 GB16 GB288 GB/s$499gpt-oss-20b
4AMD Radeon RX 7800 XTbeta16 GB624 GB/s$499gpt-oss-20b
5Intel Arc B580beta12 GB456 GB/s$249Mistral-Nemo-Instruct-2407
6NVIDIA GeForce RTX 3060 12 GB12 GB360 GB/s$329Mistral-Nemo-Instruct-2407
7NVIDIA GeForce RTX 40608 GB272 GB/s$299Qwen3-8B
8NVIDIA GeForce RTX 4060 Ti 8 GB8 GB288 GB/s$399Qwen3-8B
9NVIDIA GeForce RTX 30708 GB448 GB/s$499Qwen3-8B

Some links on this page are affiliate links. If you buy through them we may earn a commission at no extra cost to you. This never changes a verdict — grades and tiers are computed from the data before any link is attached.

Ranking a card is not the same as checking your machine. Run the exact check for the model you have in mind, or build a full stack from a budget.