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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 MI325XNVIDIA GB200 NVL72AMD Radeon RX 7900 XTX
ArchitectureAmpereCDNA 3.5BlackwellRDNA 3
Form FactorPCIeOAMCustomPCIe
VRAM24 GB256 GB13824 GB24 GB
Memory Bandwidth600 GB/s6,000 GB/s130,000 GB/s960 GB/s
TFLOPs (FP32)31.21756,48061
TFLOPs (FP16)1251,400360,000122
TFLOPs1251,400360,000122
TFLOPs (FP8)—2,800——
TDP150 W800 W120000 W355 W
Launch DateApr 2021Oct 2024Mar 2024Dec 2022

Efficiency Metrics

MetricA10MI325XGB200 NVL72Radeon RX 7900 XTX
TFLOPs per Watt (FP32-eq)0.420.881.500.17
Memory Bandwidth per GB25.0 GB/s23.4 GB/s9.4 GB/s40.0 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 MI325X
Compute (FP32-eq)
0.09x
MI325X is 11.20x faster
FP32 Compute
0.18x
MI325X is 5.61x faster
VRAM
0.09x
MI325X has 10.67x more
Memory Bandwidth
0.10x
MI325X has 10.00x 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
AMD Radeon RX 7900 XTX
Compute (FP32-eq)
1.02x
Need 1.02x Radeon RX 7900 XTX
FP32 Compute
0.51x
Radeon RX 7900 XTX is 1.96x faster
VRAM
1.00x
Radeon RX 7900 XTX has 1.00x more
Memory Bandwidth
0.63x
Radeon RX 7900 XTX has 1.60x more

To match 1x AMD MI325X

NVIDIA A10
Compute (FP32-eq)
11.20x
Need 11.20x A10
FP32 Compute
5.61x
Need 5.61x A10
VRAM
10.67x
Need 10.67x A10
Memory Bandwidth
10.00x
Need 10.00x A10
NVIDIA GB200 NVL72
Compute (FP32-eq)
0.00x
GB200 NVL72 is 257.14x faster
FP32 Compute
0.03x
GB200 NVL72 is 37.03x faster
VRAM
0.02x
GB200 NVL72 has 54.00x more
Memory Bandwidth
0.05x
GB200 NVL72 has 21.67x more
AMD Radeon RX 7900 XTX
Compute (FP32-eq)
11.48x
Need 11.48x Radeon RX 7900 XTX
FP32 Compute
2.87x
Need 2.87x Radeon RX 7900 XTX
VRAM
10.67x
Need 10.67x Radeon RX 7900 XTX
Memory Bandwidth
6.25x
Need 6.25x Radeon RX 7900 XTX

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 MI325X
Compute (FP32-eq)
257.14x
Need 257.14x MI325X
FP32 Compute
37.03x
Need 37.03x MI325X
VRAM
54.00x
Need 54.00x MI325X
Memory Bandwidth
21.67x
Need 21.67x MI325X
AMD Radeon RX 7900 XTX
Compute (FP32-eq)
2950.82x
Need 2950.82x Radeon RX 7900 XTX
FP32 Compute
106.23x
Need 106.23x Radeon RX 7900 XTX
VRAM
576.00x
Need 576.00x Radeon RX 7900 XTX
Memory Bandwidth
135.42x
Need 135.42x Radeon RX 7900 XTX

To match 1x AMD Radeon RX 7900 XTX

NVIDIA A10
Compute (FP32-eq)
0.98x
A10 is 1.02x faster
FP32 Compute
1.96x
Need 1.96x A10
VRAM
1.00x
A10 has 1.00x more
Memory Bandwidth
1.60x
Need 1.60x A10
AMD MI325X
Compute (FP32-eq)
0.09x
MI325X is 11.48x faster
FP32 Compute
0.35x
MI325X is 2.87x faster
VRAM
0.09x
MI325X has 10.67x more
Memory Bandwidth
0.16x
MI325X has 6.25x more
NVIDIA GB200 NVL72
Compute (FP32-eq)
0.00x
GB200 NVL72 is 2950.82x faster
FP32 Compute
0.01x
GB200 NVL72 is 106.23x faster
VRAM
0.00x
GB200 NVL72 has 576.00x more
Memory Bandwidth
0.01x
GB200 NVL72 has 135.42x more

Pricing

Price TypeA10MI325XGB200 NVL72Radeon RX 7900 XTX
CAPEX (Street Price)—$45,000——
OPEX (per hour)————
Price per TFLOPs (FP32-eq)—$64——