Best graphics cards for local AI under $2,800

Ranked by what each one runs fully in memory at 32k context, with prices in Canada today.

In short

The top pick in Canada right now is the NVIDIA GeForce RTX 3090, $2,800 at Amazon: it runs Qwen 3.8 27B fully in memory at 32k context at about 26 tok/s (estimated). Ranked by the most capable open model each one runs fully in memory at 32k context and a usable speed, then by how many models it runs, then by speed on Qwen 3.8 27B, then by price.

Updated . Speeds are estimates; how they are worked out.

The list

Best first. Speeds are estimates est.

#CardMemoryPriceBest model it runs at 32kModels in memoryQwen 3.8 27Btok/s per $1,000
1NVIDIA GeForce RTX 309024 GB$2,800AmazonQwen 3.8 27BUD-Q5_K_M26 tok/s2626 tok/s9.4
2AMD Radeon RX 7900 XT20 GB$2,175AmazonQwen 3.8 27BUD-Q4_K_M24 tok/s1824 tok/s10.8
3AMD Radeon AI PRO R970032 GB$2,800AmazonQwen 3.6 35B-A3BUD-Q6_K66 tok/s2011 tok/s4
4Intel Arc Pro B6024 GB$1,060AmazonQwen 3.6 35B-A3BUD-Q4_K_M49 tok/s1610 tok/s9.7
5Intel Arc A770 16GB16 GB$655Amazongpt-oss 20BMXFP448 tok/s13offload–
6NVIDIA GeForce RTX 5060 Ti 16GB16 GB$1,120Amazongpt-oss 20BMXFP452 tok/s13offload–
7AMD Radeon RX 9070 XT16 GB$1,200Amazongpt-oss 20BMXFP465 tok/s13offload–
8AMD Radeon RX 7800 XT16 GB$1,397Amazongpt-oss 20BMXFP464 tok/s13offload–
9NVIDIA GeForce RTX 5070 Ti16 GB$1,690Amazongpt-oss 20BMXFP4103 tok/s13offload–
10NVIDIA GeForce RTX 4070 Ti Super16 GB$1,790Amazongpt-oss 20BMXFP477 tok/s13offload–
11NVIDIA GeForce RTX 4080 Super16 GB$2,000Amazongpt-oss 20BMXFP485 tok/s13offload–
12NVIDIA GeForce RTX 508016 GB$2,370Amazongpt-oss 20BMXFP4110 tok/s13offload–

Questions

What is the best graphics card for running AI models locally under $2,800?
The top pick in Canada right now is the NVIDIA GeForce RTX 3090, $2,800 at Amazon: it runs Qwen 3.8 27B fully in memory at 32k context at about 26 tok/s (estimated).
Which gives the most speed for the money?
The AMD Radeon RX 7900 XT: about 24 tok/s on Qwen 3.8 27B for $2,175, the most tokens per second per unit of price on this list (estimated).
What is the cheapest option here that runs Qwen 3.8 27B fully in memory?
The Intel Arc Pro B60, $1,060 at Amazon, at about 10 tok/s at 32k context (estimated).

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