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Chip comparison

AMD Instinct MI325X vs Google TPU v6 (Trillium)

Side-by-side specs

Straight from each vendor's datasheet. Winner in bold: higher throughput, memory, or transistor count; lower power draw or price. Sparse (2:4) throughput roughly doubles the FP8/INT8 numbers shown.

FieldAMD Instinct MI325XGoogle TPU v6 (Trillium)
Process nodeTSMC N5 + N6 (chiplet)
TDP1000 W200 W
Memory256 GB HBM3e32 GB HBM3
Memory bandwidth6,000 GB/s1,600 GB/s
FP16 (dense)1,307 TFLOPS
BF16 (dense)1,307 TFLOPS918 TFLOPS
FP8 (dense)2,614 TFLOPS1,836 TFLOPS
INT8 (dense)2,614 TOPS1,836 TOPS
Form factorOAMOAM (Trillium pod, up to 256 chips)
Announced2024-10-102024-05-14
Released2025-01-012024-12-01

Robots running AMD Instinct MI325X

No robots publicly running it yet.

Robots running Google TPU v6 (Trillium)

No robots publicly running it yet.

Data centers with AMD Instinct MI325X

No data centers publicly running it yet.

Data centers with Google TPU v6 (Trillium)

Common questions

AMD Instinct MI325X vs Google TPU v6 (Trillium): which is faster for training?

AMD Instinct MI325X has 1.42x the dense FP8 throughput of the other (AMD Instinct MI325X: 2,614 TFLOPS; Google TPU v6 (Trillium): 1,836 TFLOPS). Real-world training speed also depends on memory bandwidth, interconnect, and software stack: see the spec diff for those inputs.

AMD Instinct MI325X vs Google TPU v6 (Trillium): which has more memory?

AMD Instinct MI325X carries more HBM (AMD Instinct MI325X: 256 GB HBM3e; Google TPU v6 (Trillium): 32 GB HBM3). Memory capacity sets the largest model that fits on one chip without partitioning; memory bandwidth sets inference throughput.

AMD Instinct MI325X vs Google TPU v6 (Trillium): which is more power-efficient?

Dense FP8 TFLOPS per watt: AMD Instinct MI325X 2.61 (2,614 ÷ 1000 W); Google TPU v6 (Trillium) 9.18 (1,836 ÷ 200 W). Google TPU v6 (Trillium) wins at the die level; system-level efficiency also depends on cooling and interconnect.

AMD Instinct MI325X vs Google TPU v6 (Trillium): which is more widely used?

AMD Instinct MI325X: 0 robots and 0 data centers publicly running it. Google TPU v6 (Trillium): 0 robots and 1 data center. Empty here means no operator has said publicly, not zero adoption in the market.

See also: every chip comparison · AMD Instinct MI325X full page · Google TPU v6 (Trillium) full page.