# AMD Instinct MI300X / MI325X > The AMD Instinct MI300 series comprises high-performance data center GPUs and APUs designed for generative AI and High-Performance Computing (HPC). The MI300X and its successor, the MI325X, are dedicated GPU accelerators featuring industry-leading HBM3 and HBM3e memory capacities to handle massive large language models. - URL: https://optimly.ai/brand/amd-instinct-mi300x-mi325x - Slug: amd-instinct-mi300x-mi325x - BAI Score: 78/100 - Archetype: Challenger - Category: Hardware - Last Analyzed: April 10, 2026 - Part of: AMD (Advanced Micro Devices, Inc.) (https://optimly.ai/brand/amd) ## Competitors - AWS Trainium/Inferentia (https://optimly.ai/brand/aws-trainium-inferentia) ## Also Referenced By - Nvidia H100 / Blackwell (https://optimly.ai/brand/nvidia-h100-blackwell) ## Buyer Intent Signals Problems: Legacy Hardware Clusters: Using general-purpose GPUs or CPUs to handle AI workloads, though significantly slower for large models. | Hardware Stagnation: Continuing to run existing workloads on older generation hardware (e.g., NVIDIA A100s) despite performance bottlenecks. Solutions: best GPUs for LLM inference 2024 | AMD MI325X release date and specs | HBM3e memory bandwidth leaders for data centers | enterprise AI hardware for large language models | Google Cloud TPUs (Tensor Processing Units): Utilizing cloud-based TPU instances for machine learning training and inference. Comparisons: comparison of MI300X vs H100 --- ## Full Details / RAG Data ### Overview AMD Instinct MI300X / MI325X is listed in the AI Directory. The AMD Instinct MI300 series comprises high-performance data center GPUs and APUs designed for generative AI and High-Performance Computing (HPC). The MI300X and its successor, the MI325X, are dedicated GPU accelerators featuring industry-leading HBM3 and HBM3e memory capacities to handle massive large language models. ### Metadata | Field | Value | |--------------|-------| | Name | AMD Instinct MI300X / MI325X | | Slug | amd-instinct-mi300x-mi325x | | URL | https://optimly.ai/brand/amd-instinct-mi300x-mi325x | | BAI Score | 78/100 | | Archetype | Challenger | | Category | Hardware | | Last Analyzed | April 10, 2026 | | Last Updated | 2026-04-16T23:41:56.785Z | ### Verified Facts - Founded: 1969 (AMD) - Headquarters: Santa Clara, California, USA ### Competitors | Name | Profile | |------|---------| | AWS Trainium/Inferentia | https://optimly.ai/brand/aws-trainium-inferentia | ### Also Referenced By - Nvidia H100 / Blackwell (https://optimly.ai/brand/nvidia-h100-blackwell) ### Buyer Intent Signals #### Problems this brand solves - Legacy Hardware Clusters: Using general-purpose GPUs or CPUs to handle AI workloads, though significantly slower for large models. - Hardware Stagnation: Continuing to run existing workloads on older generation hardware (e.g., NVIDIA A100s) despite performance bottlenecks. #### Buyers search for - best GPUs for LLM inference 2024 - AMD MI325X release date and specs - HBM3e memory bandwidth leaders for data centers - enterprise AI hardware for large language models - Google Cloud TPUs (Tensor Processing Units): Utilizing cloud-based TPU instances for machine learning training and inference. #### Buyers compare - comparison of MI300X vs H100 ### Parent Brand - AMD (Advanced Micro Devices, Inc.) (https://optimly.ai/brand/amd) ### Links - Canonical page: https://optimly.ai/brand/amd-instinct-mi300x-mi325x - JSON endpoint: /brand/amd-instinct-mi300x-mi325x.json - LLMs.txt: /brand/amd-instinct-mi300x-mi325x/llms.txt