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Chip comparison

AMD Instinct MI300X vs NVIDIA B100 (Blackwell)

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 MI300XNVIDIA B100 (Blackwell)
Process nodeTSMC N5 + N6 (chiplet)TSMC 4NP
Transistors (B)153
TDP750 W700 W
Memory192 GB HBM3192 GB HBM3e
Memory bandwidth5,300 GB/s8,000 GB/s
FP16 (dense)1,307 TFLOPS1,750 TFLOPS
BF16 (dense)1,307 TFLOPS1,750 TFLOPS
FP8 (dense)2,614 TFLOPS3,500 TFLOPS
INT8 (dense)2,614 TOPS
Launch price (list)$15,000
Form factorOAMSXM6 (700 W envelope)
Announced2023-12-062024-03-18
Released2024-01-012024-11-01

Robots running AMD Instinct MI300X

No robots publicly running it yet.

Robots running NVIDIA B100 (Blackwell)

No robots publicly running it yet.

Data centers with AMD Instinct MI300X

No data centers publicly running it yet.

Data centers with NVIDIA B100 (Blackwell)

No data centers publicly running it yet.

Common questions

AMD Instinct MI300X vs NVIDIA B100 (Blackwell): which is faster for training?

NVIDIA B100 (Blackwell) has 1.34x the dense FP8 throughput of the other (AMD Instinct MI300X: 2,614 TFLOPS; NVIDIA B100 (Blackwell): 3,500 TFLOPS). Real-world training speed also depends on memory bandwidth, interconnect, and software stack: see the spec diff for those inputs.

AMD Instinct MI300X vs NVIDIA B100 (Blackwell): which has more memory?

NVIDIA B100 (Blackwell) carries more HBM (AMD Instinct MI300X: 192 GB HBM3; NVIDIA B100 (Blackwell): 192 GB HBM3e). Memory capacity sets the largest model that fits on one chip without partitioning; memory bandwidth sets inference throughput.

AMD Instinct MI300X vs NVIDIA B100 (Blackwell): which is more power-efficient?

Dense FP8 TFLOPS per watt: AMD Instinct MI300X 3.49 (2,614 ÷ 750 W); NVIDIA B100 (Blackwell) 5.00 (3,500 ÷ 700 W). NVIDIA B100 (Blackwell) wins at the die level; system-level efficiency also depends on cooling and interconnect.

See also: every chip comparison · AMD Instinct MI300X full page · NVIDIA B100 (Blackwell) full page.