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

SpecificationAMD MI210AWS TrainiumNVIDIA GB200 NVL72NVIDIA H100 PCIeAMD MI300A
ArchitectureCDNA 2Inferentia/TrainiumBlackwellHopperCDNA 3
Form FactorPCIeCustomPCIeOAM
VRAM64 GB32 GB13824 GB80 GB128 GB
Memory Bandwidth1,638 GB/s130,000 GB/s2,000 GB/s5,300 GB/s
TFLOPs (FP32)45.36,48051122.6
TFLOPs (FP16)181360,0001,513980.6
TFLOPs181190360,0001,513980.6
TFLOPs (FP8)
TDP300 W200 W120000 W350 W760 W
Launch DateJan 2022Nov 2021Mar 2024Sep 2022Dec 2023

Efficiency Metrics

MetricMI210TrainiumGB200 NVL72H100 PCIeMI300A
TFLOPs per Watt (FP32-eq)0.300.471.502.160.65
Memory Bandwidth per GB25.6 GB/s9.4 GB/s25.0 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 AMD MI210

AWS Trainium
Compute (FP32-eq)
0.95x
Trainium is 1.05x faster
VRAM
2.00x
Need 2.00x Trainium
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
NVIDIA H100 PCIe
Compute (FP32-eq)
0.12x
H100 PCIe is 8.36x faster
FP32 Compute
0.89x
H100 PCIe is 1.13x faster
VRAM
0.80x
H100 PCIe has 1.25x more
Memory Bandwidth
0.82x
H100 PCIe has 1.22x 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 AWS Trainium

AMD MI210
Compute (FP32-eq)
1.05x
Need 1.05x MI210
VRAM
0.50x
MI210 has 2.00x more
NVIDIA GB200 NVL72
Compute (FP32-eq)
0.00x
GB200 NVL72 is 1894.74x faster
VRAM
0.00x
GB200 NVL72 has 432.00x more
NVIDIA H100 PCIe
Compute (FP32-eq)
0.13x
H100 PCIe is 7.96x faster
VRAM
0.40x
H100 PCIe has 2.50x more
AMD MI300A
Compute (FP32-eq)
0.19x
MI300A is 5.16x faster
VRAM
0.25x
MI300A has 4.00x more

To match 1x NVIDIA GB200 NVL72

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
AWS Trainium
Compute (FP32-eq)
1894.74x
Need 1894.74x Trainium
VRAM
432.00x
Need 432.00x Trainium
NVIDIA H100 PCIe
Compute (FP32-eq)
237.94x
Need 237.94x H100 PCIe
FP32 Compute
127.06x
Need 127.06x H100 PCIe
VRAM
172.80x
Need 172.80x H100 PCIe
Memory Bandwidth
65.00x
Need 65.00x H100 PCIe
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 NVIDIA H100 PCIe

AMD MI210
Compute (FP32-eq)
8.36x
Need 8.36x MI210
FP32 Compute
1.13x
Need 1.13x MI210
VRAM
1.25x
Need 1.25x MI210
Memory Bandwidth
1.22x
Need 1.22x MI210
AWS Trainium
Compute (FP32-eq)
7.96x
Need 7.96x Trainium
VRAM
2.50x
Need 2.50x Trainium
NVIDIA GB200 NVL72
Compute (FP32-eq)
0.00x
GB200 NVL72 is 237.94x faster
FP32 Compute
0.01x
GB200 NVL72 is 127.06x faster
VRAM
0.01x
GB200 NVL72 has 172.80x more
Memory Bandwidth
0.02x
GB200 NVL72 has 65.00x more
AMD MI300A
Compute (FP32-eq)
1.54x
Need 1.54x MI300A
FP32 Compute
0.42x
MI300A is 2.40x faster
VRAM
0.63x
MI300A has 1.60x more
Memory Bandwidth
0.38x
MI300A has 2.65x more

To match 1x AMD MI300A

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
AWS Trainium
Compute (FP32-eq)
5.16x
Need 5.16x Trainium
VRAM
4.00x
Need 4.00x Trainium
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
NVIDIA H100 PCIe
Compute (FP32-eq)
0.65x
H100 PCIe is 1.54x faster
FP32 Compute
2.40x
Need 2.40x H100 PCIe
VRAM
1.60x
Need 1.60x H100 PCIe
Memory Bandwidth
2.65x
Need 2.65x H100 PCIe

Pricing

Price TypeMI210TrainiumGB200 NVL72H100 PCIeMI300A
CAPEX (Street Price)$6,000
OPEX (per hour)
Price per TFLOPs (FP32-eq)$66