GPU Types (Brands, Memory, Speeds, Capacities,
Uses)
1. NVIDIA GPUs
  •   Families:
         o   GeForce (GTX / RTX) → Gaming & creators.
         o   RTX A-Series (ex-Quadro) → Workstations (CAD, 3D, design).
         o   Data Center (Tesla → A100, H100, B200) → AI, HPC.
  •   Memory Types: GDDR5, GDDR6, GDDR6X, GDDR7, HBM2/3.
  •   Clock Speeds: ~1.2 – 2.8 GHz.
  •   VRAM Capacities:
         o   GeForce: 4 – 24 GB (RTX 4090 = 24 GB GDDR6X; RTX 5090 = 32 GB
             GDDR7).
         o   Workstation: 6 – 48 GB.
         o   Datacenter: 40 – 192 GB HBM3 (e.g., H100, B200 Blackwell).
  •   Where used: Gaming PCs, content creation, CAD, AI training, datacenters.
2. AMD GPUs
  •   Families:
         o   Radeon RX → Gaming.
         o   Radeon Pro → Workstations.
         o   Instinct (MI Series) → AI, HPC, supercomputers.
  •   Memory Types: GDDR5, GDDR6, HBM2, HBM3.
  •   Clock Speeds: ~1.5 – 3.0 GHz.
  •   VRAM Capacities:
         o   RX: 4 – 24 GB (RX 7900 XTX = 24 GB GDDR6).
         o   Pro: 8 – 32 GB.
         o   Instinct: 32 – 192 GB (MI300X = 192 GB HBM3).
  •   Where used: Gaming, CAD, servers, Frontier supercomputer.
3. Intel GPUs
   •   Families:
          o   Intel Arc → Gaming/consumer discrete.
          o   Intel Iris Xe → Integrated (ultrabooks, CPUs).
          o   Data Center GPUs (Ponte Vecchio, Rialto Bridge, Falcon Shores)
              → HPC/AI.
   •   Memory Types: GDDR6, HBM2e.
   •   Clock Speeds: ~1.5 – 2.5 GHz.
   •   VRAM Capacities:
          o   Arc: 6 – 16 GB GDDR6.
          o   Iris Xe: shared system RAM.
          o   Data center: up to 128 GB HBM2e.
   •   Where used: Gaming PCs, laptops, AI servers.
4. Apple GPUs
   •   Type: Integrated in Apple Silicon (M1, M2, M3).
   •   Memory: Unified LPDDR5/5X shared with CPU.
   •   Clock Speeds: ~1.5 – 2.5 GHz.
   •   Capacities: 8 – 128 GB unified memory.
   •   Where used: MacBooks, iPads, professional media workloads.
5. Other Mobile/Embedded GPUs
   •   ARM Mali, Qualcomm Adreno, Imagination PowerVR.
   •   Memory: Shared system RAM (LPDDR4/5).
   •   Speeds: 50 – 200 GB/s bandwidth.
   •   Where used: Smartphones, tablets, AR/VR, IoT.
   GDDR7 (RTX 50-Series Update)
   •   Standard: JEDEC JESD239 (2024).
   •   Products: NVIDIA RTX 50-series (Blackwell, e.g., 5090, 5080, 5070 Ti).
   •   Speeds:
          o   Initial: 32 Gb/s per pin (~1.5 TB/s total bandwidth on 384-bit bus).
          o   Roadmap: 36 – 48 Gb/s in future.
   •   VRAM Capacities (RTX 50 examples):
          o   RTX 5090 → 32 GB GDDR7.
          o   RTX 5080 → 16 GB GDDR7.
          o   RTX 5070 → 12 GB GDDR7.
   •   Why important: ~60% higher bandwidth vs GDDR6X at same/lower power.
       Perfect for AI-heavy gaming and ray tracing.
   Summary:
   •   Gaming (2025): NVIDIA RTX 50-series (GDDR7) and AMD RX 7000
       (GDDR6).
   •   Workstations: NVIDIA RTX A-series, AMD Radeon Pro.
   •   AI/HPC: NVIDIA H100/B200 (HBM3e), AMD MI300 (HBM3), Intel Data Center
       GPUs.
   •   Laptops/Ultrabooks: Intel Iris Xe, Apple M-series, AMD mobile GPUs.
Mobile: ARM Mali, Adreno, PowerVR.
   Comparison Table (2025 GPUs)
Brand                     GPU Family         VRAM        Memory Type           Bandwidth (approx)    Use Case
NVIDIA GeForce RTX 40     8–24 GB            GDDR6X      500–1000 GB/s         Gaming, creators
NVIDIA GeForce RTX 50     12–32 GB           GDDR7       672 GB/s – 1.5 TB/s   Next-gen gaming, AI
NVIDIA RTX A / Quadro     6–48 GB            GDDR6       300–1000 GB/s         CAD, workstations
NVIDIA H100 / B200        80–192 GB          HBM3e       2–5 TB/s              AI, datacenters
AMD Radeon RX 7000        8–24 GB            GDDR6       400–1000 GB/s         Gaming PCs
AMD Radeon Pro            8–32 GB            GDDR6       300–800 GB/s          CAD, design
AMD Instinct MI300        128–192 GB         HBM3        2–5 TB/s              AI supercomputers
Intel Arc                 6–16 GB            GDDR6       ~300–600 GB/s         Gaming (entry/mid)
Intel Iris Xe             Shared             LPDDR4/5    ~100 GB/s             Laptops, ultrabooks
Intel Ponte Vecchio       Up to 128 GB       HBM2e       1–2 TB/s              HPC/AI
Apple M3 GPU              8–128 GB unified   LPDDR5/5X   ~200–800 GB/s         Macs, iPads
Mobile (Adreno/Mali)      Shared             LPDDR4/5    50–200 GB/s           Smartphones, VR
Comprehensive NVIDIA GeForce RTX Overview — All Generations
RTX 2000 Series (Turing, ~2018–2019)
Model             VRAM      Memory Type      Approx. Bandwidth     Notes / Use Case
RTX 2060          6 GB      GDDR6            ~336 GB/s             Mid-range gaming
RTX 2070          8 GB      GDDR6            ~448 GB/s             Upper mid-range gaming
RTX 2080          8 GB      GDDR6            ~448 GB/s             High-end 1440p / 4K gaming
RTX 2080 Ti       11 GB     GDDR6            ~616 GB/s             Enthusiast-class gaming
RTX 3000 Series (Ampere, ~2020–2022)
Model            VRAM          Memory Type     Approx. Bandwidth    Notes / Use Case
RTX 3060         12 GB         GDDR6           ~360 GB/s            Mid-range gaming
RTX 3070         8 GB          GDDR6           ~448 GB/s            1440p / 4K gaming
RTX 3080         10–12 GB      GDDR6X          ~760–912 GB/s        High-end 4K gaming
RTX 3090         24 GB         GDDR6X          ~936 GB/s            8K gaming / content creation
RTX 3090 Ti      24 GB         GDDR6X          ~1008 GB/s           Top-tier performance
RTX 4000 Series (Ada Lovelace, ~2022–2024)
Model         VRAM       Memory Type          Approx. Bandwidth              Notes / Use Case
RTX 4070      12 GB      GDDR6X               ~672 GB/s                      1440p / 4K efficient gaming
RTX 4080      16 GB      GDDR6X               ~716 GB/s                      High-end 4K gaming
RTX 4090      24 GB      GDDR6X               ~1008 GB/s                     Flagship: 4K/8K and AI workloads
RTX 5000 Series (Blackwell, 2025)
Model        VRAM      Memory Type        Approx. Bandwidth           Notes / Use Case
RTX 5070     12 GB     GDDR7              ~672 GB/s                   Next-gen gaming & AI features like DLSS 4
RTX 5080     16 GB     GDDR7              ~896 GB/s (est)             High-end gaming & frame gen tasks
RTX 5090     32 GB     GDDR7              ~1.536 TB/s                 Ulti-high bandwidth for AI and 8K gaming
Complete NVIDIA GeForce Comparison
                                          VRAM                         Approx.
Series / Generation Models Included                     Memory Type                         Typical Use Case
                                          Range                        Bandwidth
                      2060, 2070, 2080,                                                     Entry to high-end gaming (2018
RTX 2000 (Turing)                         6–11 GB       GDDR6          ~336 – 616 GB/s
                      2080 Ti                                                               era)
                                              VRAM                     Approx.
Series / Generation Models Included                      Memory Type                       Typical Use Case
                                              Range                    Bandwidth
                                                         GDDR6 /                           1440p → 8K gaming, content
RTX 3000 (Ampere)        3060 → 3090 Ti       8–24 GB                  ~360 – 1008 GB/s
                                                         GDDR6X                            creation
RTX 4000 (Ada                                                                              High-end modern gaming, AI-
                         4070, 4080, 4090     12–24 GB   GDDR6X        ~672 – 1008 GB/s
Lovelace)                                                                                  enhanced tasks
                                                                       ~672 GB/s → ~1.5 Next-gen gaming, AI frame gen,
RTX 5000 (Blackwell) 5070, 5080, 5090         12–32 GB   GDDR7
                                                                       TB/s             8K
Integrated Overview with All GPU Brands
Brand GPU Family / Series         VRAM (GB)             Memory Type        Bandwidth          Use Case Context
         GeForce RTX 2000–                              GDDR6 / GDDR6X /   ~336 GB/s → 1.5    Gaming: entry to next-gen, AI
NVIDIA                            6–32 GB
         5000                                           GDDR7              TB/s               features
         RTX A (Workstation)      6–48 GB               GDDR6              ~300–1000 GB/s     CAD, 3D modeling
         H100 / B200 (Data
                                  80–192 GB             HBM3e              ~2–5 TB/s          AI, HPC, datacenters
         Center)
AMD      Radeon RX 7000           8–24 GB               GDDR6              ~400–1000 GB/s     Modern gaming
         Radeon Pro
                                  8–32 GB               GDDR6              ~300–800 GB/s      Professional visual workloads
         (Workstation)
Brand GPU Family / Series      VRAM (GB)          Memory Type   Bandwidth       Use Case Context
                                                                                AI, supercomputing (e.g.
        Instinct MI (HPC/AI)   128–192 GB         HBM3          ~2–5 TB/s
                                                                                Frontier)
Intel   Arc (Gaming)           6–16 GB            GDDR6         ~300–600 GB/s   Entry/mid-tier gaming PCs
        Iris Xe (Integrated)   Shared RAM         LPDDR4/5      ~100 GB/s       Laptops, office ultrabooks
        Ponte Vecchio (Data                                                     High-performance AI/HPC
                               Up to 128 GB       HBM2e         ~1–2 TB/s
        Center)                                                                 servers
        M-series Integrated    Shared (8–128 GB
Apple                                             LPDDR5/5X     ~200–800 GB/s   Macs/iPads, media production
        GPU                    unified)
Mobile Adreno, Mali, PowerVR Shared system RAM LPDDR4/5         ~50–200 GB/s    Smartphones, tablets, AR/VR