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Showing 72 XPUs • 4 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

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 A100 SXMAMD MI250XNVIDIA H100 PCIeQualcomm Cloud AI 100
ArchitectureAmpereCDNA 2HopperQualcomm AI
Form FactorSXMOAMPCIePCIe
VRAM80 GB128 GB80 GB16 GB
Memory Bandwidth2,039 GB/s3,277 GB/s2,000 GB/s134 GB/s
TFLOPs (FP32)19.547.95150
TFLOPs (FP16)3123831,513400
TFLOPs3123831,51350
TFLOPs (FP8)————
TDP400 W560 W350 W75 W
Launch DateMay 2020Nov 2021Sep 2022Sep 2020

Efficiency Metrics

MetricA100 SXMMI250XH100 PCIeCloud AI 100
TFLOPs per Watt (FP32-eq)0.390.342.160.67
Memory Bandwidth per GB25.5 GB/s25.6 GB/s25.0 GB/s8.4 GB/s

Performance Equivalence

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

To match 1x NVIDIA A100 SXM

AMD MI250X
Compute (FP32-eq)
0.81x
MI250X is 1.23x faster
FP32 Compute
0.41x
MI250X is 2.46x faster
VRAM
0.63x
MI250X has 1.60x more
Memory Bandwidth
0.62x
MI250X has 1.61x more
NVIDIA H100 PCIe
Compute (FP32-eq)
0.21x
H100 PCIe is 4.85x faster
FP32 Compute
0.38x
H100 PCIe is 2.62x faster
VRAM
1.00x
H100 PCIe has 1.00x more
Memory Bandwidth
1.02x
Need 1.02x H100 PCIe
Qualcomm Cloud AI 100
Compute (FP32-eq)
3.12x
Need 3.12x Cloud AI 100
FP32 Compute
0.39x
Cloud AI 100 is 2.56x faster
VRAM
5.00x
Need 5.00x Cloud AI 100
Memory Bandwidth
15.22x
Need 15.22x Cloud AI 100

To match 1x AMD MI250X

NVIDIA A100 SXM
Compute (FP32-eq)
1.23x
Need 1.23x A100 SXM
FP32 Compute
2.46x
Need 2.46x A100 SXM
VRAM
1.60x
Need 1.60x A100 SXM
Memory Bandwidth
1.61x
Need 1.61x A100 SXM
NVIDIA H100 PCIe
Compute (FP32-eq)
0.25x
H100 PCIe is 3.95x faster
FP32 Compute
0.94x
H100 PCIe is 1.06x faster
VRAM
1.60x
Need 1.60x H100 PCIe
Memory Bandwidth
1.64x
Need 1.64x H100 PCIe
Qualcomm Cloud AI 100
Compute (FP32-eq)
3.83x
Need 3.83x Cloud AI 100
FP32 Compute
0.96x
Cloud AI 100 is 1.04x faster
VRAM
8.00x
Need 8.00x Cloud AI 100
Memory Bandwidth
24.46x
Need 24.46x Cloud AI 100

To match 1x NVIDIA H100 PCIe

NVIDIA A100 SXM
Compute (FP32-eq)
4.85x
Need 4.85x A100 SXM
FP32 Compute
2.62x
Need 2.62x A100 SXM
VRAM
1.00x
A100 SXM has 1.00x more
Memory Bandwidth
0.98x
A100 SXM has 1.02x more
AMD MI250X
Compute (FP32-eq)
3.95x
Need 3.95x MI250X
FP32 Compute
1.06x
Need 1.06x MI250X
VRAM
0.63x
MI250X has 1.60x more
Memory Bandwidth
0.61x
MI250X has 1.64x more
Qualcomm Cloud AI 100
Compute (FP32-eq)
15.13x
Need 15.13x Cloud AI 100
FP32 Compute
1.02x
Need 1.02x Cloud AI 100
VRAM
5.00x
Need 5.00x Cloud AI 100
Memory Bandwidth
14.93x
Need 14.93x Cloud AI 100

To match 1x Qualcomm Cloud AI 100

NVIDIA A100 SXM
Compute (FP32-eq)
0.32x
A100 SXM is 3.12x faster
FP32 Compute
2.56x
Need 2.56x A100 SXM
VRAM
0.20x
A100 SXM has 5.00x more
Memory Bandwidth
0.07x
A100 SXM has 15.22x more
AMD MI250X
Compute (FP32-eq)
0.26x
MI250X is 3.83x faster
FP32 Compute
1.04x
Need 1.04x MI250X
VRAM
0.13x
MI250X has 8.00x more
Memory Bandwidth
0.04x
MI250X has 24.46x more
NVIDIA H100 PCIe
Compute (FP32-eq)
0.07x
H100 PCIe is 15.13x faster
FP32 Compute
0.98x
H100 PCIe is 1.02x faster
VRAM
0.20x
H100 PCIe has 5.00x more
Memory Bandwidth
0.07x
H100 PCIe has 14.93x more

Pricing

Price TypeA100 SXMMI250XH100 PCIeCloud AI 100
CAPEX (Street Price)$15,000$12,000——
OPEX (per hour)$4.05/hr$2.00/hr——
Price per TFLOPs (FP32-eq)$96$63——