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Instinct MI355X vs Instinct MI300X

Complete side-by-side comparison of specs, performance, memory, power efficiency, and pricing.

AMD

Instinct MI355X

96

Spec Wins

AMD

Instinct MI300X

65

Detailed Specifications

SpecInstinct MI355XInstinct MI300X
ArchitectureCDNA 4 CDNA 3
Memory288GB HBM3e 192GB HBM3
Memory Bandwidth8,000 GB/s 5,300 GB/s
FP16 TFLOPS2,400 1,307
FP8 TFLOPS4,625 2,614
BF16 TFLOPS2,400 1,307
INT8 TOPS4,625 2,614
TDP1400W 750W
InterconnectInfinity Fabric 4.0 (896 GB/s) (896 GB/s) Infinity Fabric (896 GB/s) (896 GB/s)
Perf Score96 65
EcosystemROCM ROCM
Est. Price$30,000 $15,000

Instinct MI355X — Best For

LLM TrainingFrontier AIHPC

Instinct MI300X — Best For

Large ModelsCost-Effective Training

Who Should Choose Each GPU?

Choose Instinct MI355X if you…

  • Need more VRAM (288GB vs 192GB) for large model inference
  • Prioritize raw FP8 throughput (4,625 vs 2,614 TFLOPS)
  • Running LLM Training workloads
  • Running Frontier AI workloads
  • Running HPC workloads

Choose Instinct MI300X if you…

  • Have power-constrained data centers (750W vs 1400W TDP)
  • Working with a tighter CapEx budget (lower list price)
  • Running Large Models workloads
  • Running Cost-Effective Training workloads

Verdict

The Instinct MI355X and Instinct MI300X target different priorities. The Instinct MI355X's 288GB of HBM3e gives it a clear edge for large-model inference where fitting the full model in VRAM eliminates quantization overhead. For training throughput, the Instinct MI355X's 4,625 FP8 TFLOPS outpaces the Instinct MI300X's 2,614 TFLOPS. Both GPUs use ROCM, so ecosystem switching cost is not a factor. Use our TCO Calculator to model the full 3-year cost difference for your specific utilization and power costs.

Instinct MI355X vs Instinct MI300X: Common Questions

Which is faster, Instinct MI355X or Instinct MI300X?+

In FP8 throughput, the Instinct MI355X leads with 4,625 TFLOPS vs 2,614 TFLOPS. For LLM inference, memory capacity and bandwidth often matter more than raw TFLOPS — the Instinct MI355X has more VRAM (288GB).

Is Instinct MI355X or Instinct MI300X better for LLM training?+

For LLM training at scale, the Instinct MI355X has higher raw throughput. However, the choice also depends on your software stack: Instinct MI300X offers CUDA compatibility with the widest framework support (PyTorch, JAX, TensorRT).

What is the price difference between Instinct MI355X and Instinct MI300X?+

The Instinct MI355X is estimated at $30,000 per unit and the Instinct MI300X at $15,000. Actual pricing varies by vendor, volume, and configuration. Check our Buy page for current reseller pricing.

Which GPU is more power efficient, Instinct MI355X or Instinct MI300X?+

The Instinct MI300X has a lower TDP (750W vs 1400W). Performance-per-watt depends on your workload — for FP8 inference, divide TFLOPS by TDP: Instinct MI355X = 3.3 TFLOPS/W vs Instinct MI300X = 3.5 TFLOPS/W.

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