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 A40AMD MI350XAWS Inferentia2Meta MTIA v1NVIDIA H200 PCIe
ArchitectureAmpereCDNA 4Inferentia Gen2Meta Training & Inference AcceleratorHopper
Form FactorPCIeOAMPCIe
VRAM48 GB288 GB32 GB128 GB141 GB
Memory Bandwidth696 GB/s4,800 GB/s
TFLOPs (FP32)37.451
TFLOPs (FP16)1501,513
TFLOPs1502,1001901,513
TFLOPs (FP8)
TDP300 W850 W150 W400 W350 W
Launch DateOct 2020Jun 2025Nov 2022May 2023Mar 2024

Efficiency Metrics

MetricA40MI350XInferentia2MTIA v1H200 PCIe
TFLOPs per Watt (FP32-eq)0.251.240.632.16
Memory Bandwidth per GB14.5 GB/s34.0 GB/s

Performance Equivalence

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

To match 1x NVIDIA A40

AMD MI350X
Compute (FP32-eq)
0.07x
MI350X is 14.00x faster
VRAM
0.17x
MI350X has 6.00x more
AWS Inferentia2
Compute (FP32-eq)
0.79x
Inferentia2 is 1.27x faster
VRAM
1.50x
Need 1.50x Inferentia2
Meta MTIA v1
VRAM
0.38x
MTIA v1 has 2.67x more
NVIDIA H200 PCIe
Compute (FP32-eq)
0.10x
H200 PCIe is 10.09x faster
FP32 Compute
0.73x
H200 PCIe is 1.36x faster
VRAM
0.34x
H200 PCIe has 2.94x more
Memory Bandwidth
0.14x
H200 PCIe has 6.90x more

To match 1x AMD MI350X

NVIDIA A40
Compute (FP32-eq)
14.00x
Need 14.00x A40
VRAM
6.00x
Need 6.00x A40
AWS Inferentia2
Compute (FP32-eq)
11.05x
Need 11.05x Inferentia2
VRAM
9.00x
Need 9.00x Inferentia2
Meta MTIA v1
VRAM
2.25x
Need 2.25x MTIA v1
NVIDIA H200 PCIe
Compute (FP32-eq)
1.39x
Need 1.39x H200 PCIe
VRAM
2.04x
Need 2.04x H200 PCIe

To match 1x AWS Inferentia2

NVIDIA A40
Compute (FP32-eq)
1.27x
Need 1.27x A40
VRAM
0.67x
A40 has 1.50x more
AMD MI350X
Compute (FP32-eq)
0.09x
MI350X is 11.05x faster
VRAM
0.11x
MI350X has 9.00x more
Meta MTIA v1
VRAM
0.25x
MTIA v1 has 4.00x more
NVIDIA H200 PCIe
Compute (FP32-eq)
0.13x
H200 PCIe is 7.96x faster
VRAM
0.23x
H200 PCIe has 4.41x more

To match 1x Meta MTIA v1

NVIDIA A40
VRAM
2.67x
Need 2.67x A40
AMD MI350X
VRAM
0.44x
MI350X has 2.25x more
AWS Inferentia2
VRAM
4.00x
Need 4.00x Inferentia2
NVIDIA H200 PCIe
VRAM
0.91x
H200 PCIe has 1.10x more

To match 1x NVIDIA H200 PCIe

NVIDIA A40
Compute (FP32-eq)
10.09x
Need 10.09x A40
FP32 Compute
1.36x
Need 1.36x A40
VRAM
2.94x
Need 2.94x A40
Memory Bandwidth
6.90x
Need 6.90x A40
AMD MI350X
Compute (FP32-eq)
0.72x
MI350X is 1.39x faster
VRAM
0.49x
MI350X has 2.04x more
AWS Inferentia2
Compute (FP32-eq)
7.96x
Need 7.96x Inferentia2
VRAM
4.41x
Need 4.41x Inferentia2
Meta MTIA v1
VRAM
1.10x
Need 1.10x MTIA v1

Pricing

Price TypeA40MI350XInferentia2MTIA v1H200 PCIe
CAPEX (Street Price)
OPEX (per hour)
Price per TFLOPs (FP32-eq)