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Chip comparison

AMD Instinct MI325X vs Tenstorrent Blackhole

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 MI325XTenstorrent Blackhole
Process nodeTSMC N5 + N6 (chiplet)TSMC N6
TDP1000 W300 W
Memory256 GB HBM3e32 GB GDDR6
Memory bandwidth6,000 GB/s512 GB/s
FP16 (dense)1,307 TFLOPS745 TFLOPS
BF16 (dense)1,307 TFLOPS
FP8 (dense)2,614 TFLOPS
INT8 (dense)2,614 TOPS2,980 TOPS
Form factorOAMPCIe
Announced2024-10-102024-07-01
Released2025-01-012025-01-01

Robots running AMD Instinct MI325X

No robots publicly running it yet.

Robots running Tenstorrent Blackhole

No robots publicly running it yet.

Data centers with AMD Instinct MI325X

No data centers publicly running it yet.

Data centers with Tenstorrent Blackhole

No data centers publicly running it yet.

Common questions

AMD Instinct MI325X vs Tenstorrent Blackhole: which is faster for training?

AMD Instinct MI325X has 3.51x the dense FP16/BF16 throughput of the other (AMD Instinct MI325X: 2,614 TFLOPS; Tenstorrent Blackhole: 745 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 Tenstorrent Blackhole: which has more memory?

AMD Instinct MI325X carries more HBM (AMD Instinct MI325X: 256 GB HBM3e; Tenstorrent Blackhole: 32 GB GDDR6). Memory capacity sets the largest model that fits on one chip without partitioning; memory bandwidth sets inference throughput.

AMD Instinct MI325X vs Tenstorrent Blackhole: which is more power-efficient?

Dense FP16/BF16 TFLOPS per watt: AMD Instinct MI325X 2.61 (2,614 ÷ 1000 W); Tenstorrent Blackhole 2.48 (745 ÷ 300 W). AMD Instinct MI325X wins at the die level; system-level efficiency also depends on cooling and interconnect.

See also: every chip comparison · AMD Instinct MI325X full page · Tenstorrent Blackhole full page.