Fine-tune cost on an RTX Pro 6000

The RTX Pro 6000 is a Blackwell workstation card with 96 GB of memory. Providers also rent it in the cloud, usually one GPU at a time. For fine-tuning, that memory holds a LoRA run on many mid-sized models.

On 12 Nov 2026, on-demand RTX Pro 6000 prices listed here ran from $0.76 to $4.50 per GPU-hour. The median was $2.20. Runcrate can start an RTX Pro 6000 now from $2.87 per GPU-hour.

Time a slice of your run on this card and scale it to the full run. Multiply the hours by the price per GPU-hour. A run of six hours costs six times the hourly figure. Five such runs, counting the tries, cost thirty times it.

Then add storage for the checkpoints. LoRA checkpoints are small, so on this card the GPU line is nearly the whole bill.

Choose it when the job fits in 96 GB. That covers most LoRA work and a full fine-tune of a small model. If the job does not fit, lower the batch size or the sequence length before you move up.

Move to an H200 or a B200 when the model is too large for one card even with a light method, or when a timed slice shows the larger GPU finishes the run for less in total.

Check that the listing is a single card and on demand. Check the billing unit, since fine-tuning on one card is often a series of short runs. And check that it can be started today. The table here marks each listing.

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