AMD MI300X
vs
Nvidia L4
Two data center GPUs, one CDNA 3 and one Ada Lovelace: 192 GB HBM3 against 24 GB GDDR6, 18x the memory bandwidth on the MI300X, and Infinity Fabric 896 GB/s on the MI300X where the L4 is PCIe only.
At a glance
Updated 6 minutes ago- Memory
- 192 GB
- HBM3
- Memory bandwidth
- 5.30 TB/s
- From
- $2.59 /GPU/hr
- 10 providers
- Memory
- 24 GB
- GDDR6
- Memory bandwidth
- 300 GB/s
- From
- $0.44 /GPU/hr
- 18 providers
Price comparison
Cheapest listed price per GPU per hour by billing type, and the median across providers.
| Billing | MI300X | L4 | Difference |
|---|---|---|---|
| On-demand | $2.59 | $0.44 | 5.9x more expensive on MI300X |
| Spot | $1.60 | $0.34 | 4.7x more expensive on MI300X |
| Reserved | $1.61 | $0.32 | 5.1x more expensive on MI300X |
| Median | $2.99 | $0.91 | 3.3x more expensive on MI300X |
Median: Median across providers, one vote each, so a large catalog does not outweigh a small one.
Price history
MI300X vs L4 price history
Weekly median on-demand price per GPU per hour
Specs comparison
| Spec | MI300X | L4 | Difference |
|---|---|---|---|
| Memory | |||
| Capacity | 192 GB HBM3 | 24 GB GDDR6 | 8x more on MI300X |
| Bandwidth | 5,300 GB/s | 300 GB/s | 18x higher on MI300X |
| Bus width | 8,192-bit | 192-bit | 43x wider on MI300X |
| Compute · dense | |||
| FP8 | 2,614.9 TFLOPS | 242 TFLOPS | 11x higher on MI300X |
| FP16 / BF16 | 1,307.4 TFLOPS | 121 TFLOPS | 11x higher on MI300X |
| INT8 | 2,614.9 TOPS | 242 TOPS | 11x higher on MI300X |
| FP32 | 163.4 TFLOPS | 30.3 TFLOPS | 5.4x higher on MI300X |
| FP64 | 81.7 TFLOPS | Not supported | MI300X only |
| Platform | |||
| Interconnect | Infinity Fabric 896 GB/s | PCIe only | Infinity Fabric on MI300X only |
| Board power | 750 W | 72 W | 10x higher on MI300X |
| Released | Q4 2023 | Q1 2023 | 9 months newer on MI300X |
| Precision | |||
| Supported formats | FP8FP16BF16TF32FP32FP64INT8 | FP8FP16BF16TF32FP32INT4INT8 | |
Compute: Vendor peak figures, dense and per GPU. Not measured throughput.
Source: MI300X datasheet and L4 datasheet.
Where to rent them
Providers listing these GPUs, those with both first, so you can switch without moving clouds.
| Provider | MI300X /GPU/hr | L4 /GPU/hr |
|---|---|---|
DigitalOcean
|
On-Demand $2.59 | -- |
Cyfuture AI
|
On-Demand $2.78 | -- |
Hot Aisle
|
On-Demand $2.99 | -- |
Oracle Cloud
|
On-Demand $6.00 | -- |
Azure
|
On-Demand $7.86 | -- |
Cirrascale
|
Reserved (12mo) $3.12 | -- |
Crusoe
|
Reservation on request | -- |
Runpod
|
Reservation on request | -- |
GPU.ai
|
-- | On-Demand $0.44 |
UpCloud
|
-- | On-Demand $0.69 |
Scaleway
|
-- | On-Demand $0.91 |
Sesterce
|
-- | On-Demand $1.04 |
Runcrate
|
-- | On-Demand $1.05 |
Hexabyte
|
-- | On-Demand $0.42 |
Koyeb
|
-- | On-Demand $0.70 |
Leaseweb
|
-- | On-Demand $0.45 |
10 providers list the MI300X and 18 the L4. Every listing is on the MI300X page and the L4 page.
Similar GPUs
Other comparisons in the same class.
Our data for AMD MI300X was last updated on Sept. 7, 2026, and for Nvidia L4 on Sept. 7, 2026.