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 MI100AMD MI325XNVIDIA GB200 NVL72Etched Sohu
ArchitectureAmpereCDNACDNA 3.5BlackwellTransformer ASIC
Form FactorSXMPCIeOAMCustomPCIe
VRAM80 GB32 GB256 GB13824 GB144 GB
Memory Bandwidth2,039 GB/s1,228 GB/s6,000 GB/s130,000 GB/s4,800 GB/s
TFLOPs (FP32)19.523.11756,48010,000
TFLOPs (FP16)312184.61,400360,000
TFLOPs31223.11,400360,00010,000
TFLOPs (FP8)2,800
TDP400 W300 W800 W120000 W700 W
Launch DateMay 2020Nov 2020Oct 2024Mar 2024Jun 2024

Efficiency Metrics

MetricA100 SXMMI100MI325XGB200 NVL72Sohu
TFLOPs per Watt (FP32-eq)0.390.080.881.5014.29
Memory Bandwidth per GB25.5 GB/s38.4 GB/s23.4 GB/s9.4 GB/s33.3 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 MI100
Compute (FP32-eq)
6.75x
Need 6.75x MI100
FP32 Compute
0.84x
MI100 is 1.18x faster
VRAM
2.50x
Need 2.50x MI100
Memory Bandwidth
1.66x
Need 1.66x MI100
AMD MI325X
Compute (FP32-eq)
0.22x
MI325X is 4.49x faster
FP32 Compute
0.11x
MI325X is 8.97x faster
VRAM
0.31x
MI325X has 3.20x more
Memory Bandwidth
0.34x
MI325X has 2.94x more
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
Etched Sohu
Compute (FP32-eq)
0.02x
Sohu is 64.10x faster
FP32 Compute
0.00x
Sohu is 512.82x faster
VRAM
0.56x
Sohu has 1.80x more
Memory Bandwidth
0.42x
Sohu has 2.35x more

To match 1x AMD MI100

NVIDIA A100 SXM
Compute (FP32-eq)
0.15x
A100 SXM is 6.75x faster
FP32 Compute
1.18x
Need 1.18x A100 SXM
VRAM
0.40x
A100 SXM has 2.50x more
Memory Bandwidth
0.60x
A100 SXM has 1.66x more
AMD MI325X
Compute (FP32-eq)
0.03x
MI325X is 30.30x faster
FP32 Compute
0.13x
MI325X is 7.58x faster
VRAM
0.13x
MI325X has 8.00x more
Memory Bandwidth
0.20x
MI325X has 4.89x more
NVIDIA GB200 NVL72
Compute (FP32-eq)
0.00x
GB200 NVL72 is 7792.21x faster
FP32 Compute
0.00x
GB200 NVL72 is 280.52x faster
VRAM
0.00x
GB200 NVL72 has 432.00x more
Memory Bandwidth
0.01x
GB200 NVL72 has 105.86x more
Etched Sohu
Compute (FP32-eq)
0.00x
Sohu is 432.90x faster
FP32 Compute
0.00x
Sohu is 432.90x faster
VRAM
0.22x
Sohu has 4.50x more
Memory Bandwidth
0.26x
Sohu has 3.91x more

To match 1x AMD MI325X

NVIDIA A100 SXM
Compute (FP32-eq)
4.49x
Need 4.49x A100 SXM
FP32 Compute
8.97x
Need 8.97x A100 SXM
VRAM
3.20x
Need 3.20x A100 SXM
Memory Bandwidth
2.94x
Need 2.94x A100 SXM
AMD MI100
Compute (FP32-eq)
30.30x
Need 30.30x MI100
FP32 Compute
7.58x
Need 7.58x MI100
VRAM
8.00x
Need 8.00x MI100
Memory Bandwidth
4.89x
Need 4.89x MI100
NVIDIA GB200 NVL72
Compute (FP32-eq)
0.00x
GB200 NVL72 is 257.14x faster
FP32 Compute
0.03x
GB200 NVL72 is 37.03x faster
VRAM
0.02x
GB200 NVL72 has 54.00x more
Memory Bandwidth
0.05x
GB200 NVL72 has 21.67x more
Etched Sohu
Compute (FP32-eq)
0.07x
Sohu is 14.29x faster
FP32 Compute
0.02x
Sohu is 57.14x faster
VRAM
1.78x
Need 1.78x Sohu
Memory Bandwidth
1.25x
Need 1.25x Sohu

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 MI100
Compute (FP32-eq)
7792.21x
Need 7792.21x MI100
FP32 Compute
280.52x
Need 280.52x MI100
VRAM
432.00x
Need 432.00x MI100
Memory Bandwidth
105.86x
Need 105.86x MI100
AMD MI325X
Compute (FP32-eq)
257.14x
Need 257.14x MI325X
FP32 Compute
37.03x
Need 37.03x MI325X
VRAM
54.00x
Need 54.00x MI325X
Memory Bandwidth
21.67x
Need 21.67x MI325X
Etched Sohu
Compute (FP32-eq)
18.00x
Need 18.00x Sohu
FP32 Compute
0.65x
Sohu is 1.54x faster
VRAM
96.00x
Need 96.00x Sohu
Memory Bandwidth
27.08x
Need 27.08x Sohu

To match 1x Etched Sohu

NVIDIA A100 SXM
Compute (FP32-eq)
64.10x
Need 64.10x A100 SXM
FP32 Compute
512.82x
Need 512.82x A100 SXM
VRAM
1.80x
Need 1.80x A100 SXM
Memory Bandwidth
2.35x
Need 2.35x A100 SXM
AMD MI100
Compute (FP32-eq)
432.90x
Need 432.90x MI100
FP32 Compute
432.90x
Need 432.90x MI100
VRAM
4.50x
Need 4.50x MI100
Memory Bandwidth
3.91x
Need 3.91x MI100
AMD MI325X
Compute (FP32-eq)
14.29x
Need 14.29x MI325X
FP32 Compute
57.14x
Need 57.14x MI325X
VRAM
0.56x
MI325X has 1.78x more
Memory Bandwidth
0.80x
MI325X has 1.25x more
NVIDIA GB200 NVL72
Compute (FP32-eq)
0.06x
GB200 NVL72 is 18.00x faster
FP32 Compute
1.54x
Need 1.54x GB200 NVL72
VRAM
0.01x
GB200 NVL72 has 96.00x more
Memory Bandwidth
0.04x
GB200 NVL72 has 27.08x more

Pricing

Price TypeA100 SXMMI100MI325XGB200 NVL72Sohu
CAPEX (Street Price)$15,000$45,000
OPEX (per hour)$4.05/hr
Price per TFLOPs (FP32-eq)$96$64