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Chip comparison

Google TPU v5e vs NVIDIA B200 (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.

FieldGoogle TPU v5eNVIDIA B200 (Blackwell)
Process nodeTSMC 4NP
Transistors (B)208
TDP170 W1000 W
Memory16 GB HBM2192 GB HBM3e
Memory bandwidth819 GB/s8,000 GB/s
FP16 (dense)2,250 TFLOPS
BF16 (dense)197 TFLOPS2,250 TFLOPS
FP8 (dense)4,500 TFLOPS
INT8 (dense)393 TOPS4,500 TOPS
Form factorOAM (v5e pod, up to 256 chips)SXM6
Announced2023-08-292024-03-18
Released2023-11-012024-11-01

Robots running Google TPU v5e

No robots publicly running it yet.

Robots running NVIDIA B200 (Blackwell)

No robots publicly running it yet.

Common questions

Google TPU v5e vs NVIDIA B200 (Blackwell): which is faster for training?

NVIDIA B200 (Blackwell) has 22.84x the dense FP16/BF16 throughput of the other (Google TPU v5e: 197 TFLOPS; NVIDIA B200 (Blackwell): 4,500 TFLOPS). Real-world training speed also depends on memory bandwidth, interconnect, and software stack: see the spec diff for those inputs.

Google TPU v5e vs NVIDIA B200 (Blackwell): which has more memory?

NVIDIA B200 (Blackwell) carries more HBM (Google TPU v5e: 16 GB HBM2; NVIDIA B200 (Blackwell): 192 GB HBM3e). Memory capacity sets the largest model that fits on one chip without partitioning; memory bandwidth sets inference throughput.

Google TPU v5e vs NVIDIA B200 (Blackwell): which is more power-efficient?

Dense FP16/BF16 TFLOPS per watt: Google TPU v5e 1.16 (197 ÷ 170 W); NVIDIA B200 (Blackwell) 4.50 (4,500 ÷ 1000 W). NVIDIA B200 (Blackwell) wins at the die level; system-level efficiency also depends on cooling and interconnect.

Google TPU v5e vs NVIDIA B200 (Blackwell): which is more widely used?

Google TPU v5e: 0 robots and 1 data center publicly running it. NVIDIA B200 (Blackwell): 0 robots and 3 data centers. Empty here means no operator has said publicly, not zero adoption in the market.

See also: every chip comparison · Google TPU v5e full page · NVIDIA B200 (Blackwell) full page.