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 MI210NVIDIA B200AWS Trainium2NVIDIA H100 SXMNVIDIA GB200 NVL72
ArchitectureCDNA 2BlackwellTrainium Gen2HopperBlackwell
Form FactorPCIeSXMSXMCustom
VRAM64 GB192 GB80 GB13824 GB
Memory Bandwidth1,638 GB/s8,000 GB/s3,350 GB/s130,000 GB/s
TFLOPs (FP32)45.390676,480
TFLOPs (FP16)1812,2501,979360,000
TFLOPs1812,2506801,979360,000
TFLOPs (FP8)4,5003,958
TDP300 W1000 W300 W700 W120000 W
Launch DateJan 2022Mar 2024Nov 2023Sep 2022Mar 2024

Efficiency Metrics

MetricMI210B200Trainium2H100 SXMGB200 NVL72
TFLOPs per Watt (FP32-eq)0.301.131.131.411.50
Memory Bandwidth per GB25.6 GB/s41.7 GB/s41.9 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

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 Trainium2
Compute (FP32-eq)
0.27x
Trainium2 is 3.76x faster
NVIDIA H100 SXM
Compute (FP32-eq)
0.09x
H100 SXM is 10.93x faster
FP32 Compute
0.68x
H100 SXM is 1.48x faster
VRAM
0.80x
H100 SXM has 1.25x more
Memory Bandwidth
0.49x
H100 SXM has 2.05x 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 NVIDIA B200

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 Trainium2
Compute (FP32-eq)
3.31x
Need 3.31x Trainium2
NVIDIA H100 SXM
Compute (FP32-eq)
1.14x
Need 1.14x H100 SXM
FP32 Compute
1.34x
Need 1.34x H100 SXM
VRAM
2.40x
Need 2.40x H100 SXM
Memory Bandwidth
2.39x
Need 2.39x H100 SXM
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 Trainium2

AMD MI210
Compute (FP32-eq)
3.76x
Need 3.76x MI210
NVIDIA B200
Compute (FP32-eq)
0.30x
B200 is 3.31x faster
NVIDIA H100 SXM
Compute (FP32-eq)
0.34x
H100 SXM is 2.91x faster
NVIDIA GB200 NVL72
Compute (FP32-eq)
0.00x
GB200 NVL72 is 529.41x faster

To match 1x NVIDIA H100 SXM

AMD MI210
Compute (FP32-eq)
10.93x
Need 10.93x MI210
FP32 Compute
1.48x
Need 1.48x MI210
VRAM
1.25x
Need 1.25x MI210
Memory Bandwidth
2.05x
Need 2.05x MI210
NVIDIA B200
Compute (FP32-eq)
0.88x
B200 is 1.14x faster
FP32 Compute
0.74x
B200 is 1.34x faster
VRAM
0.42x
B200 has 2.40x more
Memory Bandwidth
0.42x
B200 has 2.39x more
AWS Trainium2
Compute (FP32-eq)
2.91x
Need 2.91x Trainium2
NVIDIA GB200 NVL72
Compute (FP32-eq)
0.01x
GB200 NVL72 is 181.91x faster
FP32 Compute
0.01x
GB200 NVL72 is 96.72x faster
VRAM
0.01x
GB200 NVL72 has 172.80x more
Memory Bandwidth
0.03x
GB200 NVL72 has 38.81x 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
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 Trainium2
Compute (FP32-eq)
529.41x
Need 529.41x Trainium2
NVIDIA H100 SXM
Compute (FP32-eq)
181.91x
Need 181.91x H100 SXM
FP32 Compute
96.72x
Need 96.72x H100 SXM
VRAM
172.80x
Need 172.80x H100 SXM
Memory Bandwidth
38.81x
Need 38.81x H100 SXM

Pricing

Price TypeMI210B200Trainium2H100 SXMGB200 NVL72
CAPEX (Street Price)$6,000$70,000$30,000
OPEX (per hour)$1.34/hr$3.50/hr
Price per TFLOPs (FP32-eq)$66$62$30