AMD MI300X

AMD MI300X

AMD's flagship data center GPU for large-model inference.

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Key Specifications

Architecture
CDNA 3
Memory
192GB HBM3
Memory Bandwidth
5,300 GB/s
Release date
Q4 2023

Compare Cloud Provider Prices

Listings for the MI300X reach $7.86/hr, often reflecting a premium for high availability. However, you might be able to find available instances from as low as $0.95/hr per GPU (spot instance).

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Our algorithm weighs five factors to find the most relevant matches for you:

  1. Price: We blend total hourly price with price-per-GPU to balance affordability and value.
  2. Specs: We favor offers with higher CPU, RAM, and GPU Memory.
  3. Billing: We favor on-demand billing for simplicity and flexibility over spot instances, reservations, and custom quotes.
  4. Location: We blend both datacenter proximity and provider HQ location. Datacenter location matters for latency, while HQ location matters for compliance and support.
  5. Provider diversity: Each time a provider appears in the list, their subsequent offerings are ranked a little lower, so one provider's offerings don't crowd out the top positions.

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Provider GPUs Total VRAM vCPUs RAM Billing $/GPU/h Total/h Availability
DigitalOcean logo DigitalOcean 1x MI300X 1x MI300X 192GB (gpu-mi300x1-192gb) 192GB 20 240GB On-Demand Pay-as-you-go pricing. No term commitments. $1.99 $1.99 Unknown View
Hot Aisle logo Hot Aisle 1x MI300X 1x MI300X 192GB 192GB 13 224GB On-Demand Pay-as-you-go pricing. No term commitments. $1.99 $1.99 Unknown View
Hot Aisle logo Hot Aisle 1x MI300X 1x MI300X 192GB 192GB 8 224GB On-Demand Pay-as-you-go pricing. No term commitments. $1.99 $1.99 Unknown View
Crusoe logo Crusoe 8x MI300X 8x MI300X 192GB (mi300x-192gb-ib.8x) 1.5TB 240 2TB On-Demand Pay-as-you-go pricing. No term commitments. $3.45 $27.60 Unknown View
Hot Aisle logo Hot Aisle 2x MI300X 2x MI300X 192GB 384GB 26 448GB On-Demand Pay-as-you-go pricing. No term commitments. $1.99 $3.98 Unknown View
Hot Aisle logo Hot Aisle 4x MI300X 4x MI300X 192GB 768GB 52 896GB On-Demand Pay-as-you-go pricing. No term commitments. $1.99 $7.96 Unknown View
Vultr logo Vultr 8x MI300X 8x MI300X 192GB 1.5TB 128 2TB Reserved (24mo) Reserved capacity with a 24-month minimum commitment. $1.85 $14.80 Unknown View
Runpod logo Runpod 1x MI300X 1x MI300X 192GB (secure-cloud) 192GB 24 120GB Reserved (12mo) Reserved capacity with a 1-year minimum commitment. $1.66 $1.66 Available View
Microsoft Azure logo Azure 8x MI300X 8x MI300X 192GB (NDMI300Xv5 Srs) 1.5TB 96 1.9TB Spot Variable spot pricing with potential interruptions. $1.45 $11.62 Available View
Crusoe logo Crusoe 8x MI300X 8x MI300X 192GB (mi300x-192gb-ib.8x (Spot)) 1.5TB 240 2TB Spot Variable spot pricing with potential interruptions. $0.95 $7.60 Unknown View
Runpod logo Runpod 1x MI300X 1x MI300X 192GB (secure-cloud) 192GB 24 120GB Reserved (6mo) Reserved capacity with a 6-month minimum commitment. $1.75 $1.75 Available View
Cirrascale logo Cirrascale 8x MI300X 8x MI300X 192GB 1.5TB 96 2.4TB Reserved (12mo) 12-month contract: $17,999/month $3.12 $24.99 Unknown View
Oracle Cloud logo Oracle Cloud 8x MI300X 8x MI300X 192GB (BM.GPU.MI300X.8) 1.5TB -- -- On-Demand Pay-as-you-go pricing. No term commitments. $6.00 $48.00 Unknown View
DigitalOcean logo DigitalOcean 8x MI300X 8x MI300X 192GB 1.5TB -- -- Reserved (12mo) Reserved capacity with a 1-year minimum commitment. $1.88 $15.04 Unknown View
Runpod logo Runpod 1x MI300X 1x MI300X 192GB (secure-cloud) 192GB 24 120GB Reserved (3mo) Reserved capacity with a 3-month minimum commitment. $1.86 $1.86 Available View
Cirrascale logo Cirrascale 8x MI300X 8x MI300X 192GB 1.5TB 96 2.4TB Reserved (6mo) 6-month contract: $20,249/month $3.52 $28.12 Unknown View
Microsoft Azure logo Azure 8x MI300X 8x MI300X 192GB (NDMI300Xv5 Srs) 1.5TB 96 1.9TB On-Demand Pay-as-you-go pricing. No term commitments. $7.86 $62.85 Available View
Runpod logo Runpod 1x MI300X 1x MI300X 192GB (secure-cloud) 192GB 24 120GB Spot Variable spot pricing with potential interruptions. $1.99 $1.99 Available View
Cirrascale logo Cirrascale 8x MI300X 8x MI300X 192GB 1.5TB 96 2.4TB Reserved (3mo) 3-month contract: $21,379/month $3.71 $29.69 Unknown View
No offerings matching your filters.

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.

Frequently Asked Questions

Why choose the MI300X?

Comes with 192GB HBM3 - the largest memory of any single GPU. 5.3 TB/s memory bandwidth. Strong ROCm ecosystem for PyTorch workloads. Competitive pricing against H100 for inference.

When is the MI300X not a good fit?

ROCm software ecosystem, while rapidly improving, is narrower than CUDA. Some frameworks and libraries may have limited AMD support. Multi-node training tooling is less mature than Nvidia's.

Are MI300X prices going up or down?

On-demand pricing has increased by about 33% since June 2025, from $2.35 to $3.12/hr per GPU.

What size AI models can the MI300X run?

With 192GB of VRAM, the MI300X can usually run 70B-class models with headroom, and may handle much larger models in 4-bit quantized form depending on runtime overhead, KV cache, and context length.

How much VRAM does the MI300X have?

The MI300X has 192GB of VRAM. Multi-GPU setups increase total memory, but that memory is not automatically pooled across GPUs.

What is the MI300X's memory bandwidth?

The MI300X has 5,300 GB/s of memory bandwidth. Higher bandwidth helps with faster data transfer between GPU memory and compute cores.

What data types does the MI300X support?

The MI300X supports 6 precision formats. Training: BF16, FP16, FP32. Inference: FP8, INT8. Scientific: FP64.

Does the MI300X support Infinity Fabric?

Yes. The MI300X supports Infinity Fabric with 896 GB/s of bidirectional bandwidth. This helps accelerate multi-GPU communication.

How much does the MI300X cost per hour?

MI300X pricing currently ranges from $0.95/hr to $7.86/hr per GPU, depending on the provider, instance type, and billing model.

How much does the MI300X cost per month?

At 720 hours per month, one MI300X can cost between $684.00 to $5,656.77 per month, depending on the provider. Reserved and spot pricing can lower that further.

Which cloud providers offer the MI300X?

The MI300X is available from 9 cloud providers, including Runpod, Cirrascale, Crusoe. Pricing and availability vary by region and billing model.

Can I rent the MI300X in the cloud?

Yes. We currently track 24 MI300X listings across 9 cloud providers:

Billing type Listings Avg $/GPU/hr
On-demand 9 $3.27/hr
Reserved 11 $2.73/hr
Spot 3 $1.46/hr
Custom contract 1 Custom

Technical Specifications

TF32 (TFLOPs) 653.7
FP16 (TFLOPs) 1307.4
BFLOAT16 (TFLOPs) 1307.4
INT8 (TOPS) 2614.9
FP8 (TFLOPs) 2614.9
FP64 vector 81.7
FP32 vector 163.4
FP64 matrix 163.4
FP32 matrix 163.4
Decoders 4 groups for HEVC/H.265, AVC/H.264, V1, or AV1
JPEG/MJPEG CODEC 32 cores, 8 cores per group
Virtualization support SR-IOV, up to 8 partitions
Form factor OAM module
Lithography 5nm FinFET, 6nm FinFET
GPU compute units 304
Matrix cores 1216
Stream processors 19,456
Peak engine clock 2100 MHz
Memory capacity Up to 192 GB HBM3
Memory bandwidth 5.3 TB/s max. peak theoretical
Memory interface 8192 bits
AMD Infinity Cache™ (last level) 256 MB
Memory clock Up to 5.2 GT/s
Scale-up Infinity Fabric™ Links 7x 128 GB/s
I/O to host CPU 1 PCIe® Gen 5 x16 (128 GB/s)
Scale-out network bandwidth PCIe Gen 5 x16 (128 GB/s)
RAS features Full-chip ECC memory, page retirement, page avoidance
Maximum TBP 750W

Source: official AMD MI300X datasheet.

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