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 A40NVIDIA B200AMD MI350XAWS TrainiumNVIDIA GeForce RTX 5090
ArchitectureAmpereBlackwellCDNA 4Inferentia/TrainiumBlackwell
Form FactorPCIeSXMOAMPCIe
VRAM48 GB192 GB288 GB32 GB32 GB
Memory Bandwidth696 GB/s8,000 GB/s1,792 GB/s
TFLOPs (FP32)37.490104.8
TFLOPs (FP16)1502,250209.5
TFLOPs1502,2502,100190209.5
TFLOPs (FP8)4,500
TDP300 W1000 W850 W200 W575 W
Launch DateOct 2020Mar 2024Jun 2025Nov 2021Jan 2025

Efficiency Metrics

MetricA40B200MI350XTrainiumGeForce RTX 5090
TFLOPs per Watt (FP32-eq)0.251.131.240.470.18
Memory Bandwidth per GB14.5 GB/s41.7 GB/s56.0 GB/s

Performance Equivalence

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

To match 1x NVIDIA A40

NVIDIA B200
Compute (FP32-eq)
0.07x
B200 is 15.00x faster
FP32 Compute
0.42x
B200 is 2.41x faster
VRAM
0.25x
B200 has 4.00x more
Memory Bandwidth
0.09x
B200 has 11.49x more
AMD MI350X
Compute (FP32-eq)
0.07x
MI350X is 14.00x faster
VRAM
0.17x
MI350X has 6.00x more
AWS Trainium
Compute (FP32-eq)
0.79x
Trainium is 1.27x faster
VRAM
1.50x
Need 1.50x Trainium
NVIDIA GeForce RTX 5090
Compute (FP32-eq)
0.72x
GeForce RTX 5090 is 1.40x faster
FP32 Compute
0.36x
GeForce RTX 5090 is 2.80x faster
VRAM
1.50x
Need 1.50x GeForce RTX 5090
Memory Bandwidth
0.39x
GeForce RTX 5090 has 2.57x more

To match 1x NVIDIA B200

NVIDIA A40
Compute (FP32-eq)
15.00x
Need 15.00x A40
FP32 Compute
2.41x
Need 2.41x A40
VRAM
4.00x
Need 4.00x A40
Memory Bandwidth
11.49x
Need 11.49x A40
AMD MI350X
Compute (FP32-eq)
1.07x
Need 1.07x MI350X
VRAM
0.67x
MI350X has 1.50x more
AWS Trainium
Compute (FP32-eq)
11.84x
Need 11.84x Trainium
VRAM
6.00x
Need 6.00x Trainium
NVIDIA GeForce RTX 5090
Compute (FP32-eq)
10.74x
Need 10.74x GeForce RTX 5090
FP32 Compute
0.86x
GeForce RTX 5090 is 1.16x faster
VRAM
6.00x
Need 6.00x GeForce RTX 5090
Memory Bandwidth
4.46x
Need 4.46x GeForce RTX 5090

To match 1x AMD MI350X

NVIDIA A40
Compute (FP32-eq)
14.00x
Need 14.00x A40
VRAM
6.00x
Need 6.00x A40
NVIDIA B200
Compute (FP32-eq)
0.93x
B200 is 1.07x faster
VRAM
1.50x
Need 1.50x B200
AWS Trainium
Compute (FP32-eq)
11.05x
Need 11.05x Trainium
VRAM
9.00x
Need 9.00x Trainium
NVIDIA GeForce RTX 5090
Compute (FP32-eq)
10.02x
Need 10.02x GeForce RTX 5090
VRAM
9.00x
Need 9.00x GeForce RTX 5090

To match 1x AWS Trainium

NVIDIA A40
Compute (FP32-eq)
1.27x
Need 1.27x A40
VRAM
0.67x
A40 has 1.50x more
NVIDIA B200
Compute (FP32-eq)
0.08x
B200 is 11.84x faster
VRAM
0.17x
B200 has 6.00x more
AMD MI350X
Compute (FP32-eq)
0.09x
MI350X is 11.05x faster
VRAM
0.11x
MI350X has 9.00x more
NVIDIA GeForce RTX 5090
Compute (FP32-eq)
0.91x
GeForce RTX 5090 is 1.10x faster
VRAM
1.00x
GeForce RTX 5090 has 1.00x more

To match 1x NVIDIA GeForce RTX 5090

NVIDIA A40
Compute (FP32-eq)
1.40x
Need 1.40x A40
FP32 Compute
2.80x
Need 2.80x A40
VRAM
0.67x
A40 has 1.50x more
Memory Bandwidth
2.57x
Need 2.57x A40
NVIDIA B200
Compute (FP32-eq)
0.09x
B200 is 10.74x faster
FP32 Compute
1.16x
Need 1.16x B200
VRAM
0.17x
B200 has 6.00x more
Memory Bandwidth
0.22x
B200 has 4.46x more
AMD MI350X
Compute (FP32-eq)
0.10x
MI350X is 10.02x faster
VRAM
0.11x
MI350X has 9.00x more
AWS Trainium
Compute (FP32-eq)
1.10x
Need 1.10x Trainium
VRAM
1.00x
Trainium has 1.00x more

Pricing

Price TypeA40B200MI350XTrainiumGeForce RTX 5090
CAPEX (Street Price)$70,000
OPEX (per hour)
Price per TFLOPs (FP32-eq)$62