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 MI210Google TPU v4AWS Inferentia2AMD MI300XNVIDIA GB200 NVL72
ArchitectureCDNA 2TPU v4Inferentia Gen2CDNA 3Blackwell
Form FactorPCIeMezzanineOAMCustom
VRAM64 GB32 GB192 GB13824 GB
Memory Bandwidth1,638 GB/s5,300 GB/s130,000 GB/s
TFLOPs (FP32)45.31636,480
TFLOPs (FP16)1811,307360,000
TFLOPs1812751901,307360,000
TFLOPs (FP8)2,614
TDP300 W300 W150 W750 W120000 W
Launch DateJan 2022May 2021Nov 2022Dec 2023Mar 2024

Efficiency Metrics

MetricMI210TPU v4Inferentia2MI300XGB200 NVL72
TFLOPs per Watt (FP32-eq)0.300.460.630.871.50
Memory Bandwidth per GB25.6 GB/s27.6 GB/s9.4 GB/s

Performance Equivalence

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

To match 1x AMD MI210

Google TPU v4
Compute (FP32-eq)
0.66x
TPU v4 is 1.52x faster
AWS Inferentia2
Compute (FP32-eq)
0.95x
Inferentia2 is 1.05x faster
VRAM
2.00x
Need 2.00x Inferentia2
AMD MI300X
Compute (FP32-eq)
0.14x
MI300X is 7.22x faster
FP32 Compute
0.28x
MI300X is 3.60x faster
VRAM
0.33x
MI300X has 3.00x more
Memory Bandwidth
0.31x
MI300X has 3.24x 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

To match 1x Google TPU v4

AMD MI210
Compute (FP32-eq)
1.52x
Need 1.52x MI210
AWS Inferentia2
Compute (FP32-eq)
1.45x
Need 1.45x Inferentia2
AMD MI300X
Compute (FP32-eq)
0.21x
MI300X is 4.75x faster
NVIDIA GB200 NVL72
Compute (FP32-eq)
0.00x
GB200 NVL72 is 1309.09x faster

To match 1x AWS Inferentia2

AMD MI210
Compute (FP32-eq)
1.05x
Need 1.05x MI210
VRAM
0.50x
MI210 has 2.00x more
Google TPU v4
Compute (FP32-eq)
0.69x
TPU v4 is 1.45x faster
AMD MI300X
Compute (FP32-eq)
0.15x
MI300X is 6.88x faster
VRAM
0.17x
MI300X has 6.00x more
NVIDIA GB200 NVL72
Compute (FP32-eq)
0.00x
GB200 NVL72 is 1894.74x faster
VRAM
0.00x
GB200 NVL72 has 432.00x more

To match 1x AMD MI300X

AMD MI210
Compute (FP32-eq)
7.22x
Need 7.22x MI210
FP32 Compute
3.60x
Need 3.60x MI210
VRAM
3.00x
Need 3.00x MI210
Memory Bandwidth
3.24x
Need 3.24x MI210
Google TPU v4
Compute (FP32-eq)
4.75x
Need 4.75x TPU v4
AWS Inferentia2
Compute (FP32-eq)
6.88x
Need 6.88x Inferentia2
VRAM
6.00x
Need 6.00x Inferentia2
NVIDIA GB200 NVL72
Compute (FP32-eq)
0.00x
GB200 NVL72 is 275.44x faster
FP32 Compute
0.03x
GB200 NVL72 is 39.75x faster
VRAM
0.01x
GB200 NVL72 has 72.00x more
Memory Bandwidth
0.04x
GB200 NVL72 has 24.53x 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
Google TPU v4
Compute (FP32-eq)
1309.09x
Need 1309.09x TPU v4
AWS Inferentia2
Compute (FP32-eq)
1894.74x
Need 1894.74x Inferentia2
VRAM
432.00x
Need 432.00x Inferentia2
AMD MI300X
Compute (FP32-eq)
275.44x
Need 275.44x MI300X
FP32 Compute
39.75x
Need 39.75x MI300X
VRAM
72.00x
Need 72.00x MI300X
Memory Bandwidth
24.53x
Need 24.53x MI300X

Pricing

Price TypeMI210TPU v4Inferentia2MI300XGB200 NVL72
CAPEX (Street Price)$6,000$35,000
OPEX (per hour)$3.00/hr$10.40/hr
Price per TFLOPs (FP32-eq)$66$54