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

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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 MI250XAMD MI210NVIDIA GB200 NVL72AMD MI300A
ArchitectureAmpereCDNA 2CDNA 2BlackwellCDNA 3
Form FactorSXMOAMPCIeCustomOAM
VRAM80 GB128 GB64 GB13824 GB128 GB
Memory Bandwidth2,039 GB/s3,277 GB/s1,638 GB/s130,000 GB/s5,300 GB/s
TFLOPs (FP32)19.547.945.36,480122.6
TFLOPs (FP16)312383181360,000980.6
TFLOPs312383181360,000980.6
TFLOPs (FP8)
TDP400 W560 W300 W120000 W760 W
Launch DateMay 2020Nov 2021Jan 2022Mar 2024Dec 2023

Efficiency Metrics

MetricA100 SXMMI250XMI210GB200 NVL72MI300A
TFLOPs per Watt (FP32-eq)0.390.340.301.500.65
Memory Bandwidth per GB25.5 GB/s25.6 GB/s25.6 GB/s9.4 GB/s41.4 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
AMD MI210
Compute (FP32-eq)
1.72x
Need 1.72x MI210
FP32 Compute
0.43x
MI210 is 2.32x faster
VRAM
1.25x
Need 1.25x MI210
Memory Bandwidth
1.24x
Need 1.24x MI210
NVIDIA GB200 NVL72
Compute (FP32-eq)
0.00x
GB200 NVL72 is 1153.85x faster
FP32 Compute
0.00x
GB200 NVL72 is 332.31x faster
VRAM
0.01x
GB200 NVL72 has 172.80x more
Memory Bandwidth
0.02x
GB200 NVL72 has 63.76x more
AMD MI300A
Compute (FP32-eq)
0.32x
MI300A is 3.14x faster
FP32 Compute
0.16x
MI300A is 6.29x faster
VRAM
0.63x
MI300A has 1.60x more
Memory Bandwidth
0.38x
MI300A has 2.60x more

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
AMD MI210
Compute (FP32-eq)
2.12x
Need 2.12x MI210
FP32 Compute
1.06x
Need 1.06x MI210
VRAM
2.00x
Need 2.00x MI210
Memory Bandwidth
2.00x
Need 2.00x MI210
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
AMD MI300A
Compute (FP32-eq)
0.39x
MI300A is 2.56x faster
FP32 Compute
0.39x
MI300A is 2.56x faster
VRAM
1.00x
MI300A has 1.00x more
Memory Bandwidth
0.62x
MI300A has 1.62x more

To match 1x AMD MI210

NVIDIA A100 SXM
Compute (FP32-eq)
0.58x
A100 SXM is 1.72x faster
FP32 Compute
2.32x
Need 2.32x A100 SXM
VRAM
0.80x
A100 SXM has 1.25x more
Memory Bandwidth
0.80x
A100 SXM has 1.24x more
AMD MI250X
Compute (FP32-eq)
0.47x
MI250X is 2.12x faster
FP32 Compute
0.95x
MI250X is 1.06x faster
VRAM
0.50x
MI250X has 2.00x more
Memory Bandwidth
0.50x
MI250X has 2.00x more
NVIDIA GB200 NVL72
Compute (FP32-eq)
0.00x
GB200 NVL72 is 1988.95x faster
FP32 Compute
0.01x
GB200 NVL72 is 143.05x faster
VRAM
0.00x
GB200 NVL72 has 216.00x more
Memory Bandwidth
0.01x
GB200 NVL72 has 79.37x more
AMD MI300A
Compute (FP32-eq)
0.18x
MI300A is 5.42x faster
FP32 Compute
0.37x
MI300A is 2.71x faster
VRAM
0.50x
MI300A has 2.00x more
Memory Bandwidth
0.31x
MI300A has 3.24x more

To match 1x NVIDIA GB200 NVL72

NVIDIA A100 SXM
Compute (FP32-eq)
1153.85x
Need 1153.85x A100 SXM
FP32 Compute
332.31x
Need 332.31x A100 SXM
VRAM
172.80x
Need 172.80x A100 SXM
Memory Bandwidth
63.76x
Need 63.76x A100 SXM
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
AMD MI210
Compute (FP32-eq)
1988.95x
Need 1988.95x MI210
FP32 Compute
143.05x
Need 143.05x MI210
VRAM
216.00x
Need 216.00x MI210
Memory Bandwidth
79.37x
Need 79.37x MI210
AMD MI300A
Compute (FP32-eq)
367.12x
Need 367.12x MI300A
FP32 Compute
52.85x
Need 52.85x MI300A
VRAM
108.00x
Need 108.00x MI300A
Memory Bandwidth
24.53x
Need 24.53x MI300A

To match 1x AMD MI300A

NVIDIA A100 SXM
Compute (FP32-eq)
3.14x
Need 3.14x A100 SXM
FP32 Compute
6.29x
Need 6.29x A100 SXM
VRAM
1.60x
Need 1.60x A100 SXM
Memory Bandwidth
2.60x
Need 2.60x A100 SXM
AMD MI250X
Compute (FP32-eq)
2.56x
Need 2.56x MI250X
FP32 Compute
2.56x
Need 2.56x MI250X
VRAM
1.00x
MI250X has 1.00x more
Memory Bandwidth
1.62x
Need 1.62x MI250X
AMD MI210
Compute (FP32-eq)
5.42x
Need 5.42x MI210
FP32 Compute
2.71x
Need 2.71x MI210
VRAM
2.00x
Need 2.00x MI210
Memory Bandwidth
3.24x
Need 3.24x MI210
NVIDIA GB200 NVL72
Compute (FP32-eq)
0.00x
GB200 NVL72 is 367.12x faster
FP32 Compute
0.02x
GB200 NVL72 is 52.85x faster
VRAM
0.01x
GB200 NVL72 has 108.00x more
Memory Bandwidth
0.04x
GB200 NVL72 has 24.53x more

Pricing

Price TypeA100 SXMMI250XMI210GB200 NVL72MI300A
CAPEX (Street Price)$15,000$12,000$6,000
OPEX (per hour)$4.05/hr$2.00/hr
Price per TFLOPs (FP32-eq)$96$63$66