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

SpecificationNVIDIA A40AMD MI210NVIDIA B200AWS TrainiumNVIDIA GB200 NVL72
ArchitectureAmpereCDNA 2BlackwellInferentia/TrainiumBlackwell
Form FactorPCIePCIeSXMCustom
VRAM48 GB64 GB192 GB32 GB13824 GB
Memory Bandwidth696 GB/s1,638 GB/s8,000 GB/s130,000 GB/s
TFLOPs (FP32)37.445.3906,480
TFLOPs (FP16)1501812,250360,000
TFLOPs1501812,250190360,000
TFLOPs (FP8)4,500
TDP300 W300 W1000 W200 W120000 W
Launch DateOct 2020Jan 2022Mar 2024Nov 2021Mar 2024

Efficiency Metrics

MetricA40MI210B200TrainiumGB200 NVL72
TFLOPs per Watt (FP32-eq)0.250.301.130.471.50
Memory Bandwidth per GB14.5 GB/s25.6 GB/s41.7 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 NVIDIA A40

AMD MI210
Compute (FP32-eq)
0.83x
MI210 is 1.21x faster
FP32 Compute
0.83x
MI210 is 1.21x faster
VRAM
0.75x
MI210 has 1.33x more
Memory Bandwidth
0.42x
MI210 has 2.35x more
NVIDIA B200
Compute (FP32-eq)
0.07x
B200 is 15.00x faster
FP32 Compute
0.42x
B200 is 2.41x faster
VRAM
0.25x
B200 has 4.00x more
Memory Bandwidth
0.09x
B200 has 11.49x more
AWS Trainium
Compute (FP32-eq)
0.79x
Trainium is 1.27x faster
VRAM
1.50x
Need 1.50x Trainium
NVIDIA GB200 NVL72
Compute (FP32-eq)
0.00x
GB200 NVL72 is 2400.00x faster
FP32 Compute
0.01x
GB200 NVL72 is 173.26x faster
VRAM
0.00x
GB200 NVL72 has 288.00x more
Memory Bandwidth
0.01x
GB200 NVL72 has 186.78x more

To match 1x AMD MI210

NVIDIA A40
Compute (FP32-eq)
1.21x
Need 1.21x A40
FP32 Compute
1.21x
Need 1.21x A40
VRAM
1.33x
Need 1.33x A40
Memory Bandwidth
2.35x
Need 2.35x A40
NVIDIA B200
Compute (FP32-eq)
0.08x
B200 is 12.43x faster
FP32 Compute
0.50x
B200 is 1.99x faster
VRAM
0.33x
B200 has 3.00x more
Memory Bandwidth
0.20x
B200 has 4.88x more
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

To match 1x NVIDIA B200

NVIDIA A40
Compute (FP32-eq)
15.00x
Need 15.00x A40
FP32 Compute
2.41x
Need 2.41x A40
VRAM
4.00x
Need 4.00x A40
Memory Bandwidth
11.49x
Need 11.49x A40
AMD MI210
Compute (FP32-eq)
12.43x
Need 12.43x MI210
FP32 Compute
1.99x
Need 1.99x MI210
VRAM
3.00x
Need 3.00x MI210
Memory Bandwidth
4.88x
Need 4.88x MI210
AWS Trainium
Compute (FP32-eq)
11.84x
Need 11.84x Trainium
VRAM
6.00x
Need 6.00x Trainium
NVIDIA GB200 NVL72
Compute (FP32-eq)
0.01x
GB200 NVL72 is 160.00x faster
FP32 Compute
0.01x
GB200 NVL72 is 72.00x faster
VRAM
0.01x
GB200 NVL72 has 72.00x more
Memory Bandwidth
0.06x
GB200 NVL72 has 16.25x more

To match 1x AWS Trainium

NVIDIA A40
Compute (FP32-eq)
1.27x
Need 1.27x A40
VRAM
0.67x
A40 has 1.50x more
AMD MI210
Compute (FP32-eq)
1.05x
Need 1.05x MI210
VRAM
0.50x
MI210 has 2.00x more
NVIDIA B200
Compute (FP32-eq)
0.08x
B200 is 11.84x faster
VRAM
0.17x
B200 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 NVIDIA GB200 NVL72

NVIDIA A40
Compute (FP32-eq)
2400.00x
Need 2400.00x A40
FP32 Compute
173.26x
Need 173.26x A40
VRAM
288.00x
Need 288.00x A40
Memory Bandwidth
186.78x
Need 186.78x A40
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
NVIDIA B200
Compute (FP32-eq)
160.00x
Need 160.00x B200
FP32 Compute
72.00x
Need 72.00x B200
VRAM
72.00x
Need 72.00x B200
Memory Bandwidth
16.25x
Need 16.25x B200
AWS Trainium
Compute (FP32-eq)
1894.74x
Need 1894.74x Trainium
VRAM
432.00x
Need 432.00x Trainium

Pricing

Price TypeA40MI210B200TrainiumGB200 NVL72
CAPEX (Street Price)$6,000$70,000
OPEX (per hour)
Price per TFLOPs (FP32-eq)$66$62