Compare XPUs

Select up to 5 XPUs to compare side-by-side

Select XPUs to Compare

Showing 72 XPUs5 selected

Alibaba

Hanguang 800

AMD

MI100

23.1 TFLOPs

AMD

MI210

181 TFLOPs

AMD

MI250X

383 TFLOPs

AMD

MI300A

980.6 TFLOPs

AMD

MI300X

1,307 TFLOPs

AMD

MI325X

1,400 TFLOPs

AMD

MI350X

2,100 TFLOPs

AMD

Radeon PRO W7900

122 TFLOPs

AMD

Radeon RX 7900 XT

104 TFLOPs

AMD

Radeon RX 7900 XTX

122 TFLOPs

AWS

Inferentia2

190 TFLOPs

AWS

Trainium

190 TFLOPs

AWS

Trainium2

680 TFLOPs

Baidu

Kunlun II

Biren Technology

BR100

Cambricon

MLU370

256 TFLOPs

Cerebras

WSE-3

Enflame Technology

CloudBlazer T20

Etched

Sohu

10,000 TFLOPs

FuriosaAI

Warboy

Google

TPU v4

275 TFLOPs

Google

TPU v5e

197 TFLOPs

Google

TPU v5p

459 TFLOPs

Google

TPU v6e (Trillium)

918 TFLOPs

Graphcore

Bow IPU

Graphcore

IPU-M2000

Groq

LPU Inference Engine

Huawei

Ascend 910B

Iluvatar CoreX

BI-V150

300 TFLOPs

Intel

Data Center GPU Max 1100

177 TFLOPs

Intel

Data Center GPU Max 1550

419 TFLOPs

Intel Habana

Gaudi 2

432 TFLOPs

Intel Habana

Gaudi 3

1,835 TFLOPs

Meta

MTIA v1

Microsoft

Maia 100

700 TFLOPs

Moore Threads

MTT S80

NVIDIA

A10

125 TFLOPs

NVIDIA

A100 SXM

312 TFLOPs

NVIDIA

A40

150 TFLOPs

NVIDIA

B200

2,250 TFLOPs

NVIDIA

GB200 NVL72

360,000 TFLOPs

NVIDIA

GB200 Superchip

5,000 TFLOPs

NVIDIA

GeForce RTX 4060 Ti

44.2 TFLOPs

NVIDIA

GeForce RTX 4070

58.2 TFLOPs

NVIDIA

GeForce RTX 4070 Super

71 TFLOPs

NVIDIA

GeForce RTX 4070 Ti

80.2 TFLOPs

NVIDIA

GeForce RTX 4070 Ti Super

88.2 TFLOPs

NVIDIA

GeForce RTX 4080

97.5 TFLOPs

NVIDIA

GeForce RTX 4080 Super

104.4 TFLOPs

NVIDIA

GeForce RTX 4090

165.2 TFLOPs

NVIDIA

GeForce RTX 5070

61.6 TFLOPs

NVIDIA

GeForce RTX 5070 Ti

88 TFLOPs

NVIDIA

GeForce RTX 5080

112.6 TFLOPs

NVIDIA

GeForce RTX 5090

209.5 TFLOPs

NVIDIA

H100 PCIe

1,513 TFLOPs

NVIDIA

H100 SXM

1,979 TFLOPs

NVIDIA

H200 PCIe

1,513 TFLOPs

NVIDIA

H200 SXM

1,979 TFLOPs

NVIDIA

L4

121 TFLOPs

NVIDIA

L40S

733 TFLOPs

NVIDIA

RTX 4000 Ada Generation

53.4 TFLOPs

NVIDIA

RTX 5000 Ada Generation

130.6 TFLOPs

NVIDIA

RTX 6000 Ada Generation

182.2 TFLOPs

NVIDIA

RTX PRO 6000 Blackwell Max-Q

125 TFLOPs

NVIDIA

RTX PRO 6000 Blackwell Server Edition

250 TFLOPs

NVIDIA

RTX PRO 6000 Blackwell Workstation Edition

250 TFLOPs

Qualcomm

Cloud AI 100

50 TFLOPs

Rebellions

ATOM

SambaNova

SN40L

Tenstorrent

Grayskull

200 TFLOPs

Tenstorrent

Wormhole

364 TFLOPs

Maximum of 5 XPUs can be compared at once. Deselect one to add another.

Multi-Metric Comparison

Relative performance across 5 key metrics (normalized to 100 = best in comparison)

Compute Performance (BF16)

Memory Capacity

Power Consumption

Power Efficiency

Specifications

SpecificationGoogle TPU v5eGoogle TPU v4AMD MI325XTenstorrent GrayskullFuriosaAI Warboy
ArchitectureTPU v5TPU v4CDNA 3.5Tensix CoreFuriosaAI NPU
Form FactorMezzanineMezzanineOAM
VRAM256 GB8 GB32 GB
Memory Bandwidth6,000 GB/s
TFLOPs (FP32)175
TFLOPs (FP16)1,400
TFLOPs1972751,400200
TFLOPs (FP8)2,800
TDP250 W300 W800 W65 W80 W
Launch DateAug 2023May 2021Oct 2024Mar 2021Oct 2021

Efficiency Metrics

MetricTPU v5eTPU v4MI325XGrayskullWarboy
TFLOPs per Watt (FP32-eq)0.390.460.881.54
Memory Bandwidth per GB23.4 GB/s

Performance Equivalence

How many units of each GPU are needed to match the performance of the others?

To match 1x Google TPU v5e

Google TPU v4
Compute (FP32-eq)
0.72x
TPU v4 is 1.40x faster
AMD MI325X
Compute (FP32-eq)
0.14x
MI325X is 7.11x faster
Tenstorrent Grayskull
Compute (FP32-eq)
0.98x
Grayskull is 1.02x faster

To match 1x Google TPU v4

Google TPU v5e
Compute (FP32-eq)
1.40x
Need 1.40x TPU v5e
AMD MI325X
Compute (FP32-eq)
0.20x
MI325X is 5.09x faster
Tenstorrent Grayskull
Compute (FP32-eq)
1.38x
Need 1.38x Grayskull

To match 1x AMD MI325X

Google TPU v5e
Compute (FP32-eq)
7.11x
Need 7.11x TPU v5e
Google TPU v4
Compute (FP32-eq)
5.09x
Need 5.09x TPU v4
Tenstorrent Grayskull
Compute (FP32-eq)
7.00x
Need 7.00x Grayskull
VRAM
32.00x
Need 32.00x Grayskull
FuriosaAI Warboy
VRAM
8.00x
Need 8.00x Warboy

To match 1x Tenstorrent Grayskull

Google TPU v5e
Compute (FP32-eq)
1.02x
Need 1.02x TPU v5e
Google TPU v4
Compute (FP32-eq)
0.73x
TPU v4 is 1.38x faster
AMD MI325X
Compute (FP32-eq)
0.14x
MI325X is 7.00x faster
VRAM
0.03x
MI325X has 32.00x more
FuriosaAI Warboy
VRAM
0.25x
Warboy has 4.00x more

To match 1x FuriosaAI Warboy

AMD MI325X
VRAM
0.13x
MI325X has 8.00x more
Tenstorrent Grayskull
VRAM
4.00x
Need 4.00x Grayskull

Pricing

Price TypeTPU v5eTPU v4MI325XGrayskullWarboy
CAPEX (Street Price)$45,000
OPEX (per hour)$1.80/hr$3.00/hr
Price per TFLOPs (FP32-eq)$64