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

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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 v4AMD MI325XTenstorrent WormholeNVIDIA GB200 SuperchipAMD MI300A
ArchitectureTPU v4CDNA 3.5Tensix CoreBlackwellCDNA 3
Form FactorMezzanineOAMSXMOAM
VRAM256 GB24 GB384 GB128 GB
Memory Bandwidth6,000 GB/s8,000 GB/s5,300 GB/s
TFLOPs (FP32)17590122.6
TFLOPs (FP16)1,4005,000980.6
TFLOPs2751,4003645,000980.6
TFLOPs (FP8)2,800
TDP300 W800 W160 W2700 W760 W
Launch DateMay 2021Oct 2024Oct 2023Mar 2024Dec 2023

Efficiency Metrics

MetricTPU v4MI325XWormholeGB200 SuperchipMI300A
TFLOPs per Watt (FP32-eq)0.460.881.140.930.65
Memory Bandwidth per GB23.4 GB/s20.8 GB/s41.4 GB/s

Performance Equivalence

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

To match 1x Google TPU v4

AMD MI325X
Compute (FP32-eq)
0.20x
MI325X is 5.09x faster
Tenstorrent Wormhole
Compute (FP32-eq)
0.76x
Wormhole is 1.32x faster
NVIDIA GB200 Superchip
Compute (FP32-eq)
0.06x
GB200 Superchip is 18.18x faster
AMD MI300A
Compute (FP32-eq)
0.28x
MI300A is 3.57x faster

To match 1x AMD MI325X

Google TPU v4
Compute (FP32-eq)
5.09x
Need 5.09x TPU v4
Tenstorrent Wormhole
Compute (FP32-eq)
3.85x
Need 3.85x Wormhole
VRAM
10.67x
Need 10.67x Wormhole
NVIDIA GB200 Superchip
Compute (FP32-eq)
0.28x
GB200 Superchip is 3.57x faster
FP32 Compute
1.94x
Need 1.94x GB200 Superchip
VRAM
0.67x
GB200 Superchip has 1.50x more
Memory Bandwidth
0.75x
GB200 Superchip has 1.33x more
AMD MI300A
Compute (FP32-eq)
1.43x
Need 1.43x MI300A
FP32 Compute
1.43x
Need 1.43x MI300A
VRAM
2.00x
Need 2.00x MI300A
Memory Bandwidth
1.13x
Need 1.13x MI300A

To match 1x Tenstorrent Wormhole

Google TPU v4
Compute (FP32-eq)
1.32x
Need 1.32x TPU v4
AMD MI325X
Compute (FP32-eq)
0.26x
MI325X is 3.85x faster
VRAM
0.09x
MI325X has 10.67x more
NVIDIA GB200 Superchip
Compute (FP32-eq)
0.07x
GB200 Superchip is 13.74x faster
VRAM
0.06x
GB200 Superchip has 16.00x more
AMD MI300A
Compute (FP32-eq)
0.37x
MI300A is 2.69x faster
VRAM
0.19x
MI300A has 5.33x more

To match 1x NVIDIA GB200 Superchip

Google TPU v4
Compute (FP32-eq)
18.18x
Need 18.18x TPU v4
AMD MI325X
Compute (FP32-eq)
3.57x
Need 3.57x MI325X
FP32 Compute
0.51x
MI325X is 1.94x faster
VRAM
1.50x
Need 1.50x MI325X
Memory Bandwidth
1.33x
Need 1.33x MI325X
Tenstorrent Wormhole
Compute (FP32-eq)
13.74x
Need 13.74x Wormhole
VRAM
16.00x
Need 16.00x Wormhole
AMD MI300A
Compute (FP32-eq)
5.10x
Need 5.10x MI300A
FP32 Compute
0.73x
MI300A is 1.36x faster
VRAM
3.00x
Need 3.00x MI300A
Memory Bandwidth
1.51x
Need 1.51x MI300A

To match 1x AMD MI300A

Google TPU v4
Compute (FP32-eq)
3.57x
Need 3.57x TPU v4
AMD MI325X
Compute (FP32-eq)
0.70x
MI325X is 1.43x faster
FP32 Compute
0.70x
MI325X is 1.43x faster
VRAM
0.50x
MI325X has 2.00x more
Memory Bandwidth
0.88x
MI325X has 1.13x more
Tenstorrent Wormhole
Compute (FP32-eq)
2.69x
Need 2.69x Wormhole
VRAM
5.33x
Need 5.33x Wormhole
NVIDIA GB200 Superchip
Compute (FP32-eq)
0.20x
GB200 Superchip is 5.10x faster
FP32 Compute
1.36x
Need 1.36x GB200 Superchip
VRAM
0.33x
GB200 Superchip has 3.00x more
Memory Bandwidth
0.66x
GB200 Superchip has 1.51x more

Pricing

Price TypeTPU v4MI325XWormholeGB200 SuperchipMI300A
CAPEX (Street Price)$45,000
OPEX (per hour)$3.00/hr
Price per TFLOPs (FP32-eq)$64