NVIDIA RTX 4080

The RTX 4080 starts at $0.17 per GPU-hour, with a median of $0.18 across 5 available configurations. Actual pricing depends on the provider, region, and whether you rent on-demand, spot or reserved.

2 providers currently list the RTX 4080: Vast.ai, Runpod. Compare their hourly pricing, regions and machine specs in the table above.

The RTX 4080 comes with 16 GB of VRAM, which determines the largest models and batch sizes it can hold in memory for training and inference.

With 16 GB of VRAM, a single RTX 4080 can serve models such as Gemma 3 12B, Granite 4.1 8B, Qwen3 8B, Llama 3.1 8B Instruct. The table above lists the estimated VRAM for each model at 16-bit, 8-bit and 4-bit precision, including the multi-GPU configurations needed for larger models.

The largest models we track that fit across several RTX 4080 cards are Qwen3.6 35B-A3B on 2 GPUs at 4-bit, Qwen3 32B on 2 GPUs at 4-bit, Gemma 4 31B on 2 GPUs at 4-bit. A multi-GPU configuration means you rent and pay for every card for the whole run, and splitting a model across cards costs throughput as well: the GPUs exchange activations on every token, so performance depends on how fast they are wired together. We do not track interconnect, so check the provider's node specification. The table above gives the smallest configuration for each model at 16-bit, 8-bit and 4-bit precision.

The lowest on-demand price we currently track for the RTX 4080 is $0.17 per GPU-hour at Vast.ai. Because providers update pricing and availability frequently, check the live table above before you launch.