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

SpecificationNVIDIA L4NVIDIA A40Google TPU v5eTenstorrent WormholeAMD MI300X
ArchitectureAda LovelaceAmpereTPU v5Tensix CoreCDNA 3
Form FactorPCIePCIeMezzanineOAM
VRAM24 GB48 GB24 GB192 GB
Memory Bandwidth300 GB/s696 GB/s5,300 GB/s
TFLOPs (FP32)30.337.4163
TFLOPs (FP16)2421501,307
TFLOPs1211501973641,307
TFLOPs (FP8)4852,614
TDP72 W300 W250 W160 W750 W
Launch DateMar 2023Oct 2020Aug 2023Oct 2023Dec 2023

Efficiency Metrics

MetricL4A40TPU v5eWormholeMI300X
TFLOPs per Watt (FP32-eq)0.840.250.391.140.87
Memory Bandwidth per GB12.5 GB/s14.5 GB/s27.6 GB/s

Performance Equivalence

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

To match 1x NVIDIA L4

NVIDIA A40
Compute (FP32-eq)
0.81x
A40 is 1.24x faster
FP32 Compute
0.81x
A40 is 1.23x faster
VRAM
0.50x
A40 has 2.00x more
Memory Bandwidth
0.43x
A40 has 2.32x more
Google TPU v5e
Compute (FP32-eq)
0.61x
TPU v5e is 1.63x faster
Tenstorrent Wormhole
Compute (FP32-eq)
0.33x
Wormhole is 3.01x faster
VRAM
1.00x
Wormhole has 1.00x more
AMD MI300X
Compute (FP32-eq)
0.09x
MI300X is 10.80x faster
FP32 Compute
0.19x
MI300X is 5.38x faster
VRAM
0.13x
MI300X has 8.00x more
Memory Bandwidth
0.06x
MI300X has 17.67x more

To match 1x NVIDIA A40

NVIDIA L4
Compute (FP32-eq)
1.24x
Need 1.24x L4
FP32 Compute
1.23x
Need 1.23x L4
VRAM
2.00x
Need 2.00x L4
Memory Bandwidth
2.32x
Need 2.32x L4
Google TPU v5e
Compute (FP32-eq)
0.76x
TPU v5e is 1.31x faster
Tenstorrent Wormhole
Compute (FP32-eq)
0.41x
Wormhole is 2.43x faster
VRAM
2.00x
Need 2.00x Wormhole
AMD MI300X
Compute (FP32-eq)
0.11x
MI300X is 8.71x faster
FP32 Compute
0.23x
MI300X is 4.36x faster
VRAM
0.25x
MI300X has 4.00x more
Memory Bandwidth
0.13x
MI300X has 7.61x more

To match 1x Google TPU v5e

NVIDIA L4
Compute (FP32-eq)
1.63x
Need 1.63x L4
NVIDIA A40
Compute (FP32-eq)
1.31x
Need 1.31x A40
Tenstorrent Wormhole
Compute (FP32-eq)
0.54x
Wormhole is 1.85x faster
AMD MI300X
Compute (FP32-eq)
0.15x
MI300X is 6.63x faster

To match 1x Tenstorrent Wormhole

NVIDIA L4
Compute (FP32-eq)
3.01x
Need 3.01x L4
VRAM
1.00x
L4 has 1.00x more
NVIDIA A40
Compute (FP32-eq)
2.43x
Need 2.43x A40
VRAM
0.50x
A40 has 2.00x more
Google TPU v5e
Compute (FP32-eq)
1.85x
Need 1.85x TPU v5e
AMD MI300X
Compute (FP32-eq)
0.28x
MI300X is 3.59x faster
VRAM
0.13x
MI300X has 8.00x more

To match 1x AMD MI300X

NVIDIA L4
Compute (FP32-eq)
10.80x
Need 10.80x L4
FP32 Compute
5.38x
Need 5.38x L4
VRAM
8.00x
Need 8.00x L4
Memory Bandwidth
17.67x
Need 17.67x L4
NVIDIA A40
Compute (FP32-eq)
8.71x
Need 8.71x A40
FP32 Compute
4.36x
Need 4.36x A40
VRAM
4.00x
Need 4.00x A40
Memory Bandwidth
7.61x
Need 7.61x A40
Google TPU v5e
Compute (FP32-eq)
6.63x
Need 6.63x TPU v5e
Tenstorrent Wormhole
Compute (FP32-eq)
3.59x
Need 3.59x Wormhole
VRAM
8.00x
Need 8.00x Wormhole

Pricing

Price TypeL4A40TPU v5eWormholeMI300X
CAPEX (Street Price)$4,000$35,000
OPEX (per hour)$0.80/hr$1.80/hr$10.40/hr
Price per TFLOPs (FP32-eq)$66$54