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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 A10AMD MI250XNVIDIA GB200 NVL72Qualcomm Cloud AI 100
ArchitectureAmpereCDNA 2BlackwellQualcomm AI
Form FactorPCIeOAMCustomPCIe
VRAM24 GB128 GB13824 GB16 GB
Memory Bandwidth600 GB/s3,277 GB/s130,000 GB/s134 GB/s
TFLOPs (FP32)31.247.96,48050
TFLOPs (FP16)125383360,000400
TFLOPs125383360,00050
TFLOPs (FP8)————
TDP150 W560 W120000 W75 W
Launch DateApr 2021Nov 2021Mar 2024Sep 2020

Efficiency Metrics

MetricA10MI250XGB200 NVL72Cloud AI 100
TFLOPs per Watt (FP32-eq)0.420.341.500.67
Memory Bandwidth per GB25.0 GB/s25.6 GB/s9.4 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 A10

AMD MI250X
Compute (FP32-eq)
0.33x
MI250X is 3.06x faster
FP32 Compute
0.65x
MI250X is 1.54x faster
VRAM
0.19x
MI250X has 5.33x more
Memory Bandwidth
0.18x
MI250X has 5.46x more
NVIDIA GB200 NVL72
Compute (FP32-eq)
0.00x
GB200 NVL72 is 2880.00x faster
FP32 Compute
0.00x
GB200 NVL72 is 207.69x faster
VRAM
0.00x
GB200 NVL72 has 576.00x more
Memory Bandwidth
0.00x
GB200 NVL72 has 216.67x more
Qualcomm Cloud AI 100
Compute (FP32-eq)
1.25x
Need 1.25x Cloud AI 100
FP32 Compute
0.62x
Cloud AI 100 is 1.60x faster
VRAM
1.50x
Need 1.50x Cloud AI 100
Memory Bandwidth
4.48x
Need 4.48x Cloud AI 100

To match 1x AMD MI250X

NVIDIA A10
Compute (FP32-eq)
3.06x
Need 3.06x A10
FP32 Compute
1.54x
Need 1.54x A10
VRAM
5.33x
Need 5.33x A10
Memory Bandwidth
5.46x
Need 5.46x A10
NVIDIA GB200 NVL72
Compute (FP32-eq)
0.00x
GB200 NVL72 is 939.95x faster
FP32 Compute
0.01x
GB200 NVL72 is 135.28x faster
VRAM
0.01x
GB200 NVL72 has 108.00x more
Memory Bandwidth
0.03x
GB200 NVL72 has 39.67x more
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 GB200 NVL72

NVIDIA A10
Compute (FP32-eq)
2880.00x
Need 2880.00x A10
FP32 Compute
207.69x
Need 207.69x A10
VRAM
576.00x
Need 576.00x A10
Memory Bandwidth
216.67x
Need 216.67x A10
AMD MI250X
Compute (FP32-eq)
939.95x
Need 939.95x MI250X
FP32 Compute
135.28x
Need 135.28x MI250X
VRAM
108.00x
Need 108.00x MI250X
Memory Bandwidth
39.67x
Need 39.67x MI250X
Qualcomm Cloud AI 100
Compute (FP32-eq)
3600.00x
Need 3600.00x Cloud AI 100
FP32 Compute
129.60x
Need 129.60x Cloud AI 100
VRAM
864.00x
Need 864.00x Cloud AI 100
Memory Bandwidth
970.15x
Need 970.15x Cloud AI 100

To match 1x Qualcomm Cloud AI 100

NVIDIA A10
Compute (FP32-eq)
0.80x
A10 is 1.25x faster
FP32 Compute
1.60x
Need 1.60x A10
VRAM
0.67x
A10 has 1.50x more
Memory Bandwidth
0.22x
A10 has 4.48x 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 GB200 NVL72
Compute (FP32-eq)
0.00x
GB200 NVL72 is 3600.00x faster
FP32 Compute
0.01x
GB200 NVL72 is 129.60x faster
VRAM
0.00x
GB200 NVL72 has 864.00x more
Memory Bandwidth
0.00x
GB200 NVL72 has 970.15x more

Pricing

Price TypeA10MI250XGB200 NVL72Cloud AI 100
CAPEX (Street Price)—$12,000——
OPEX (per hour)—$2.00/hr——
Price per TFLOPs (FP32-eq)—$63——