GPU comparison

MI300X vs RTX 4060 Ti

Specifications and current cloud pricing, side by side.

CDNA 3vsAda LovelaceUpdated 33 days ago

This variant comparison is part of the MI300X vs RTX 4060 family comparison.

The MI300X variant with 192 GB HBM3 wins for the most common use case of LLM training. Its memory capacity and FP16 dense performance of 1307.4 TFLOPS exceed the RTX 4060 Ti capabilities by wide margins while the shared 5300 GB/s bandwidth enables larger scale operations.

MI300X listed from $0.95/GPU/hrRTX 4060 Ti listed from $0.15/GPU/hr

Specifications Compared

SpecMI300XRTX 4060 Ti
TDP750W115W
VRAM192 GB8 GB
CUDA CoresNot published3,072
FP8 (dense)2,614.9 TFLOPSNot published
Memory TypeHBM3GDDR6
ArchitectureCDNA 3Ada Lovelace
FP16 (dense)1,307.4 TFLOPSNot published
Form FactorsOAMPCIe
INT8 (dense)2,614.9 TOPSNot published
InterconnectInfinity Fabric, PCIe 5.0Not published
Tensor CoresNot published96
FP32 Performance163.4 TFLOPS15.1 TFLOPS
FP64 Performance81.7 TFLOPSNot published
Memory Bandwidth5,300 GB/s272 GB/s
FP8 (with sparsity)5,229.8 TFLOPSNot published
FP16 (with sparsity)2,614.9 TFLOPSNot published
INT8 (with sparsity)5,229.8 TOPSNot published
FP16 (vendor figure, sparsity not specified)Not published15.1 TFLOPS
INT8 (vendor figure, sparsity not specified)Not published242 TOPS

Performance Analysis

The MI300X delivers FP16 dense performance of 1307.4 TFLOPS compared to the RTX 4060 Ti FP16 figure of 15.1 TFLOPS. This gap indicates the MI300X handles larger matrix operations in training sessions while the RTX 4060 Ti suits lighter inference tasks. FP32 performance stands at 163.4 TFLOPS for the MI300X against 15.1 TFLOPS for the RTX 4060 Ti. Memory bandwidth of 5300 GB/s shared across MI300X variants supports larger batch sizes than the 272 GB/s shared across RTX 4060 variants. The MI300X FP16 with sparsity reaches 2614.9 TFLOPS while the RTX 4060 Ti provides no sparsity specification for its FP16 figure.

Current On-Demand Offers

Cheapest secure on-demand offer per provider that is reported in stock right now, per GPU per hour; multi-GPU instances show the whole-instance price alongside. Deploy opens the DeployGPU console for providers on the platform, otherwise the provider's own site. Stock is rechecked every minute.

MI300X

MI300X is not offered on-demand by any provider we track right now. See the MI300X rental page for last-seen listed prices and a price alert.

RTX 4060 Ti

RTX 4060 Ti is not offered on-demand by any provider we track right now. See the RTX 4060 Ti rental page for last-seen listed prices and a price alert.

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When to Choose the MI300X

The MI300X variant with 192 GB HBM3 suits scenarios that require high memory capacity for models exceeding 8 GB. Its OAM form factor and Infinity Fabric interconnect align with data center deployments that need 5300 GB/s bandwidth shared by the family. FP32 performance of 163.4 TFLOPS supports scientific workloads that benefit from the 750W TDP shared across MI300X variants.

When to Choose the RTX 4060 Ti

The RTX 4060 Ti variant with 8 GB GDDR6 fits compact systems that operate within a 115W TDP shared by the family. Its PCIe form factor matches standard consumer motherboards for tasks that stay under the memory limit of 8 GB. FP16 performance of 15.1 TFLOPS meets requirements for lighter inference without demanding data center interconnects.

Use Cases

LLM Training
MI300X

The MI300X provides 192 GB HBM3 against 8 GB GDDR6 and FP16 dense performance of 1307.4 TFLOPS.

LLM Inference
MI300X

The MI300X supports larger models with 5300 GB/s bandwidth shared across variants while the RTX 4060 Ti limits batch sizes to 272 GB/s.

Fine-tuning
MI300X

The MI300X 192 GB capacity accommodates full parameter updates that exceed the 8 GB limit of the RTX 4060 Ti.

Stable Diffusion
RTX 4060 Ti

The RTX 4060 Ti 8 GB GDDR6 and 115W TDP suit smaller image generation workloads in consumer setups.

Scientific Computing
MI300X

The MI300X FP32 performance of 163.4 TFLOPS and OAM form factor fit high performance computing nodes.

Frequently Asked Questions

What memory configurations distinguish the MI300X from the RTX 4060 Ti?▾

The MI300X variant holds 192 GB HBM3 while the RTX 4060 Ti variant holds 8 GB GDDR6. These capacities represent the specific models under comparison.

How do the FP16 figures compare between the two GPUs?▾

The MI300X provides FP16 dense performance of 1307.4 TFLOPS and FP16 with sparsity of 2614.9 TFLOPS. The RTX 4060 Ti lists an FP16 figure of 15.1 TFLOPS without a sparsity specification.

Which form factors apply to each GPU variant?▾

The MI300X uses an OAM form factor with Infinity Fabric and PCIe 5.0 interconnect. The RTX 4060 Ti uses a PCIe form factor.

What TDP values apply to the MI300X and RTX 4060 Ti families?▾

The MI300X family shares a TDP of 750W. The RTX 4060 family shares a TDP of 115W.

How does memory bandwidth differ across the families?▾

The MI300X family shares 5300 GB/s bandwidth. The RTX 4060 family shares 272 GB/s bandwidth.

What architectures power the MI300X and RTX 4060 Ti?▾

The MI300X runs on CDNA 3 architecture. The RTX 4060 Ti runs on Ada Lovelace architecture.

Which is cheaper to rent, the MI300X or the RTX 4060 Ti?▾

Cloud rental prices for both the MI300X and RTX 4060 Ti vary by provider, configuration, and availability. This page shows live pricing from 25+ providers updated every 60 seconds. Scroll to the Live Cloud Pricing section to compare current rates.

How much VRAM does the MI300X have compared to the RTX 4060 Ti?▾

The MI300X has 192 GB of HBM3 memory. The RTX 4060 Ti has 8 GB of GDDR6 memory.

Can I find MI300X and RTX 4060 Ti GPUs available to rent right now?▾

Yes. This page shows real-time availability across 25+ cloud GPU providers. The Live Cloud Pricing section displays only in-stock offers with current pricing.

What is the main difference between the MI300X and the RTX 4060 Ti?▾

The MI300X uses the CDNA 3 architecture (2023) while the RTX 4060 Ti uses Ada Lovelace (2023). The MI300X has 192 GB of HBM3 at 5,300 GB/s; the RTX 4060 Ti has 8 GB of GDDR6 at 272 GB/s, so the MI300X has 19.5x the memory bandwidth of the RTX 4060 Ti.

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How this page is made

  • Specifications come from the NVIDIA, AMD and Intel datasheets for the MI300X and the RTX 4060 Ti. Dense and sparse throughput are listed separately.
  • Prices and availability are live: every offer shown is an in-stock, on-demand listing from a provider we track, rechecked every minute.
  • The written comparison (overview, performance notes, when to choose each card, verdict, use cases and FAQ) was drafted with an AI model from the specification table above and passed an automated check that rejects any figure not in that table. It was last generated on . It contains no prices; those are always read live.
  • Read how we collect the data, or report an error on this page.

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