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Fifty-five chips, one question: compute is abundant, so what's scarce? Memory, packaging and power. Read any spec sheet here with that lens — the headline FLOPS matter less than the gigabytes beside them — and the basis labels tell you what's measured versus marketed.

Start with these three

NB NVIDIA B200 The current workhorse of the frontier — two dies pretending to be one. GT Google TPU v7 (Ironwood) The strongest proof that the non-NVIDIA path works at scale. AI AMD Instinct MI355X The challenger that finally made it a real race.

Memory bandwidth by release year

The argument of this whole section in one picture: per-chip memory bandwidth has climbed roughly tenfold in eight years, and every step up this curve is an HBM generation. Click any point to open its record; wafer-scale on-chip memory is excluded as a different animal.

0 2 4 6 8 2016 2018 2020 2022 2024 2026 TB/s NVIDIA V100 — 0.9 TB/s (2017) V100 NVIDIA A100 — 2.0 TB/s (2020) A100 AMD Instinct MI250X — 3.2 TB/s (2021) Google TPU v4 — 1.2 TB/s (2021) NVIDIA H100 — 3.35 TB/s (2022) H100 Intel Gaudi 2 — 2.45 TB/s (2022) NVIDIA A800 — 2.0 TB/s (2022) AMD Instinct MI300X — 5.3 TB/s (2023) MI300X AMD Instinct MI300A — 5.3 TB/s (2023) Google TPU v5e — 0.82 TB/s (2023) Google TPU v5p — 2.77 TB/s (2023) NVIDIA GH200 Grace Hopper — 4.9 TB/s (2023) NVIDIA H800 — 3.35 TB/s (2023) NVIDIA L40S — 0.864 TB/s (2023) NVIDIA B200 — 8.0 TB/s (2024) B200 NVIDIA GB200 Grace Blackwell — 16.0 TB/s (2024) AWS Trainium2 — 2.9 TB/s (2024) Trainium2 NVIDIA H200 — 4.8 TB/s (2024) H200 AMD Instinct MI325X — 6.0 TB/s (2024) Google TPU v6e (Trillium) — 1.6 TB/s (2024) Intel Gaudi 3 — 3.7 TB/s (2024) Microsoft Maia 100 — 1.8 TB/s (2024) NVIDIA B100 — 8.0 TB/s (2024) Google TPU v7 (Ironwood) — 7.37 TB/s (2025) TPU v7 (Ironwood) AMD Instinct MI355X — 8.0 TB/s (2025) MI355X NVIDIA B300 (Blackwell Ultra) — 8.0 TB/s (2025)

Vendor-spec memory bandwidth per chip (TB/s) against first-availability year, from the records below — dense HBM parts only.

Reading tips: memory bandwidth (TB/s) usually predicts real AI performance better than raw compute; TDP is the chip's power budget in watts; the process node tells you which factory generation makes it. Click any chip for the full labeled spec sheet.
Compare chips →

Figures below are the key facts; every value on a record page carries its basis (vendor spec / claim / reported / estimate). Missing values mean the vendor has not published one.

ChipClassYear ProcessMemoryMem BW (TB/s) TDP (W)Status★
AMD Instinct MI400 / MI450AMD GPU 2026 — 432 GB HBM4 — — Ramping
AMD Instinct MI355XAMD GPU 2025 TSMC N3P 288 GB HBM3E 8.00 1,400 Shipping
AMD EPYC 9005 (Turin)AMD CPU 2024 TSMC N4/N3 — — — Shipping
AMD Instinct MI325XAMD GPU 2024 TSMC N5/N6 256 GB HBM3E 6.00 1,000 Shipping
AMD Instinct MI300AAMD APU 2023 TSMC N5/N6 128 GB HBM3 (unified) 5.30 760 Shipping
AMD Instinct MI300XAMD GPU 2023 TSMC N5/N6 192 GB HBM3 5.30 750 Shipping
AMD Instinct MI250XAMD GPU 2021 TSMC N6 128 GB HBM2e 3.20 560 Prior generation
AWS Trainium3AWS Annapurna AI Accelerator 2026 3 nm-class — — — Announced
AWS Graviton4AWS Annapurna CPU 2024 — — — — Shipping
AWS Trainium2AWS Annapurna AI Accelerator 2024 — 96 GB HBM3 2.90 — Shipping
AWS Inferentia2AWS Annapurna AI Accelerator 2023 — 32 GB HBM — — Shipping
AWS TrainiumAWS Annapurna AI Accelerator 2022 — 32 GB HBM — — Prior generation
Biren BR100Biren AI Accelerator 2022 TSMC N7 — — — Historical
Cambricon Siyuan 590Cambricon AI Accelerator 2023 — — — — Shipping
Cerebras WSE-3Cerebras Wafer-Scale 2024 TSMC N5 44 GB on-chip SRAM 21,000 23,000 Shipping
Etched SohuEtched AI Accelerator 2026 — 144 GB HBM3E — — In development
FuriosaAI RNGDFuriosaAI AI Accelerator 2024 TSMC N5 48 GB HBM3 — 150 Ramping
Google TPU v7 (Ironwood)Google AI Accelerator 2025 — 192 GB HBM3E 7.37 — Ramping
Google AxionGoogle CPU 2024 — — — — Shipping
Google TPU v6e (Trillium)Google AI Accelerator 2024 — 32 GB HBM 1.60 — Shipping
Google TPU v5eGoogle AI Accelerator 2023 — 16 GB HBM2 0.82 — Shipping
Google TPU v5pGoogle AI Accelerator 2023 — 95 GB HBM2e 2.77 — Shipping
Google TPU v4Google AI Accelerator 2021 TSMC N7 32 GB HBM2 1.20 192 Prior generation
Google TPU v1–v3Google AI Accelerator 2015 28 nm (v1) — — — Historical
Graphcore Bow IPUGraphcore AI Accelerator 2022 TSMC N7 (WoW) 900 MB SRAM — — Historical
Groq LPUGroq AI Accelerator 2020 GF 14 nm 230 MB SRAM — — Shipping
Huawei Ascend 910CHuawei (HiSilicon) AI Accelerator 2025 SMIC N+2 (7 nm-class) 128 GB HBM2E — — Shipping
Intel Xeon 6Intel CPU 2024 Intel 3 — — — Shipping
Intel Gaudi 3Intel (Habana) AI Accelerator 2024 TSMC N5 128 GB HBM2E 3.70 900 Shipping
Intel Gaudi 2Intel (Habana) AI Accelerator 2022 TSMC N7 96 GB HBM2E 2.45 600 Prior generation
Meta MTIA v2Meta AI Accelerator 2024 TSMC N5 — — 90 Shipping
Microsoft Cobalt 100Microsoft CPU 2024 — — — — Shipping
Microsoft Maia 100Microsoft AI Accelerator 2024 TSMC N5 64 GB HBM2E 1.80 700 Shipping
NVIDIA RubinNVIDIA GPU 2026 TSMC N3 (reported) 288 GB HBM4 — — Ramping
NVIDIA Rubin CPXNVIDIA AI Accelerator 2026 — 128 GB GDDR7 — — Announced
NVIDIA Vera CPUNVIDIA CPU 2026 — — — — Announced
NVIDIA B300 (Blackwell Ultra)NVIDIA GPU 2025 TSMC 4NP 288 GB HBM3E 8.00 1,400 Ramping
NVIDIA B100NVIDIA GPU 2024 TSMC 4NP 192 GB HBM3E 8.00 700 Historical
NVIDIA B200NVIDIA GPU 2024 TSMC 4NP 192 GB HBM3E 8.00 1,000 Shipping
NVIDIA GB200 Grace BlackwellNVIDIA Superchip 2024 TSMC 4NP 384 GB HBM3E + 480 GB LPDDR5X 16.00 2,700 Shipping
NVIDIA H200NVIDIA GPU 2024 TSMC 4N 141 GB HBM3E 4.80 700 Shipping
NVIDIA BlueField-3NVIDIA DPU 2023 — — — — Shipping
NVIDIA GH200 Grace HopperNVIDIA Superchip 2023 TSMC 4N 96 GB HBM3 or 144 GB HBM3E + 480 GB LPDDR5X 4.90 1,000 Shipping
NVIDIA Grace CPUNVIDIA CPU 2023 TSMC 4N 480 GB LPDDR5X — 500 Shipping
NVIDIA H800NVIDIA GPU 2023 TSMC 4N 80 GB HBM3 3.35 700 Historical
NVIDIA L40SNVIDIA GPU 2023 TSMC 4N 48 GB GDDR6 0.864 350 Shipping
NVIDIA A800NVIDIA GPU 2022 TSMC N7 40/80 GB HBM2e 2.00 400 Historical
NVIDIA H100NVIDIA GPU 2022 TSMC 4N 80 GB HBM3 3.35 700 Shipping
NVIDIA A100NVIDIA GPU 2020 TSMC N7 40/80 GB HBM2e 2.00 400 Prior generation
NVIDIA V100NVIDIA GPU 2017 TSMC 12FFN 16/32 GB HBM2 0.9 300 Historical
Qualcomm Cloud AI / AI200Qualcomm AI Accelerator 2026 — — — — Announced
Rebellions REBELRebellions AI Accelerator 2025 Samsung — — — In development
SambaNova SN40LSambaNova AI Accelerator 2023 TSMC N5 64 GB HBM + 1.5 TB DDR — — Shipping
Tenstorrent BlackholeTenstorrent AI Accelerator 2024 — 32 GB GDDR6 — — Shipping
d-Matrix Corsaird-Matrix AI Accelerator 2024 — — — — Ramping

Mem BW = peak memory bandwidth, vendor spec. TDP = maximum configured thermal design power. "—" means the vendor has not published a figure. Download: chips.csv · JSON