Overview

AMD logo AMD MI325X

Highest memory capacity AMD GPU for single-chip model serving.

High Performance Datacenter

Nvidia logo Nvidia L40S

Cost-effective data center GPU for AI inference and media workloads.

High Performance Datacenter

Memory per GPU

5.3x more on MI325X
AMD logo MI325X
256 GB HBM3E
Nvidia logo L40S
48 GB GDDR6

Memory bandwidth

6.9x higher on MI325X
AMD logo MI325X
6,000 GB/s
Nvidia logo L40S
864 GB/s

GPU interconnect

AMD logo MI325X
Infinity Fabric 896 GB/s
Nvidia logo L40S
PCIe only

Peak performance (FP16)

7.2x higher on MI325X
AMD logo MI325X
2,615 TFLOPS
Nvidia logo L40S
362 TFLOPS

Vendor peak figures. Sparsity and tensor-core conventions differ between vendors.

Precision support

AMD logo MI325X
FP8 FP16 BF16 TF32 FP32 FP64 INT8
Nvidia logo L40S
FP8 FP16 BF16 TF32 FP32 INT4 INT8

Highlighted formats are supported by only one of the two.

Architecture

AMD logo MI325X
CDNA3
Nvidia logo L40S
Ada Lovelace

Released

14 months newer on MI325X
AMD logo MI325X
Q4 2024
Nvidia logo L40S
Q3 2023

Price comparison

Cheapest on-demand

4.2x higher on MI325X
AMD logo MI325X
$2.25 / GPU / hr
Nvidia logo L40S
$0.53 / GPU / hr

Typical rate

2x higher on MI325X
AMD logo MI325X
$3.07 / GPU / hr
Nvidia logo L40S
$1.50 / GPU / hr

Median across providers, one vote each, so a large catalog does not outweigh a small one.

Spot floor

AMD logo MI325X
No spot listings
Nvidia logo L40S
$0.20 / GPU / hr

Full price range

AMD logo MI325X
$1.48 - $3.80 / GPU / hr
Nvidia logo L40S
$0.20 - $7.58 / GPU / hr

Lowest to highest listing per GPU-hour, across on-demand, spot, reserved and custom.

Providers listing it

27 more on L40S
AMD logo MI325X
5
Nvidia logo L40S
32

Price, last 90 days

AMD logo MI325X
Not enough history yet
Nvidia logo L40S
−2%

Change in the market-wide median, which moves when providers reprice and when cheaper or more expensive listings enter the market. Withheld where too few providers price the card, its history is too short, or its weekly print swings too hard to read as a trend.

Heads up: We do our best to keep these specs & prices accurate. However, cloud costs may fluctuate based on region, usage, and other factors not listed here. These are estimates based on common setups and are for informational purposes only. Always verify current rates & exact specs with the provider before provisioning.

Offers and availability

How this list works

Order

Each provider appears once per GPU. We pick the one configuration that speaks for that provider, and rank on it in this order:

  1. Availability: in stock, then waitlist, then not reported, then out of stock. A price you can act on outranks a cheaper one you cannot.
  2. Billing type: on-demand first, then reserved, then spot, then quote-only. On-demand leads because it is the only rate you can hold without committing to anything.
  3. Price: the lowest per-GPU hourly rate the provider lists, converted to USD.

The configuration we pick is chosen the same way, availability before billing before price. The rest of that provider's configurations are on the GPU's own page.

Ties sort alphabetically. Reserved rates are not separated by term length, so a three-year commitment can sit above a one-month one: the label beneath each price says which you are looking at. Providers who publish no rate are listed last within their group.

Transparency and funding

  • Ads and sponsors: Paid placements sit at the top of the list and are always labeled as sponsored content. Sponsorship never influences the organic ranking itself.
  • Affiliates: Affiliate links are marked. We may earn a commission if you click them, but commissions never affect the order.
  • Prices: Shown in USD, converted at daily reference rates where a provider publishes in another currency. A month means 720 hours. How we estimate costs.

Similar GPUs

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Our data for AMD MI325X was last updated on Aug. 21, 2026, and for Nvidia L40S on Aug. 21, 2026.