AWS fine-tuning GPU prices
Fine-tuning usually starts in 80GB-class inventory once optimizer state, activations, checkpointing, and sequence length are considered. The cheapest tracked AWS row in this slice is A100 SXM4 at $3.09/hr.
Current AWS rows for fine-tuning
AWS has 3 qualifying GPU models across 3 current price rows for this workload. The overall tracked market floor is $1.00/hr on Vast.ai A100 PCIE, making AWS $2.09/hr above that floor.
AWS fine-tuning pricing overview
This page narrows AWS's GPU catalog to the rows most likely to matter for fine-tuning. It is built for buyers who already know the provider they are evaluating and need a workload-specific price shortlist.
Adapter tuning, supervised fine-tuning, and training experiments that need memory headroom more than the cheapest small card. Use the table below to move from the cheapest visible row into adjacent provider/GPU pages, broader guides, and market-floor comparisons.
Cheapest AWS row for fine-tuning
AWS currently starts at $3.09/hr for fine-tuning with A100 SXM4 on on-demand pricing. The overall tracked market floor is $1.00/hr on Vast.ai A100 PCIE, making AWS $2.09/hr above that floor.
How this workload slice is computed
We filter the live compare payload to on-demand rows with at least 80GB of VRAM, then sort qualifying AWS rows by current median hourly price.
AWS fine-tuning pricing FAQ
What is the cheapest AWS option for fine-tuning?
AWS currently starts at $3.09/hr for fine-tuning with A100 SXM4 on on-demand pricing.
Is AWS cheapest for fine-tuning?
The overall tracked market floor is $1.00/hr on Vast.ai A100 PCIE, making AWS $2.09/hr above that floor.
What GPUs count toward this fine-tuning page?
This page filters to 80GB+ GPUs and uses on-demand pricing.
How fresh is this AWS fine-tuning page?
The rows are recalculated from the latest stored provider snapshot. The freshest qualifying row visible here is from Jun 21, 2026.
Next searches after AWS fine-tuning
These links move sideways into the full provider catalog, workload guide, market floor, and adjacent provider workload pages.