Compare XPUs

Select up to 5 XPUs to compare side-by-side

Select XPUs to Compare

Showing 72 XPUs4 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

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 MI100Microsoft Maia 100NVIDIA GeForce RTX 4090Etched Sohu
ArchitectureCDNAMaiaAda LovelaceTransformer ASIC
Form FactorPCIePCIePCIe
VRAM32 GB64 GB24 GB144 GB
Memory Bandwidth1,228 GB/s1,008 GB/s4,800 GB/s
TFLOPs (FP32)23.182.610,000
TFLOPs (FP16)184.6165.2
TFLOPs23.1700165.210,000
TFLOPs (FP8)
TDP300 W500 W450 W700 W
Launch DateNov 2020Nov 2023Oct 2022Jun 2024

Efficiency Metrics

MetricMI100Maia 100GeForce RTX 4090Sohu
TFLOPs per Watt (FP32-eq)0.080.700.1814.29
Memory Bandwidth per GB38.4 GB/s42.0 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 AMD MI100

Microsoft Maia 100
Compute (FP32-eq)
0.07x
Maia 100 is 15.15x faster
VRAM
0.50x
Maia 100 has 2.00x more
NVIDIA GeForce RTX 4090
Compute (FP32-eq)
0.28x
GeForce RTX 4090 is 3.58x faster
FP32 Compute
0.28x
GeForce RTX 4090 is 3.58x faster
VRAM
1.33x
Need 1.33x GeForce RTX 4090
Memory Bandwidth
1.22x
Need 1.22x GeForce RTX 4090
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 Microsoft Maia 100

AMD MI100
Compute (FP32-eq)
15.15x
Need 15.15x MI100
VRAM
2.00x
Need 2.00x MI100
NVIDIA GeForce RTX 4090
Compute (FP32-eq)
4.24x
Need 4.24x GeForce RTX 4090
VRAM
2.67x
Need 2.67x GeForce RTX 4090
Etched Sohu
Compute (FP32-eq)
0.04x
Sohu is 28.57x faster
VRAM
0.44x
Sohu has 2.25x more

To match 1x NVIDIA GeForce RTX 4090

AMD MI100
Compute (FP32-eq)
3.58x
Need 3.58x MI100
FP32 Compute
3.58x
Need 3.58x MI100
VRAM
0.75x
MI100 has 1.33x more
Memory Bandwidth
0.82x
MI100 has 1.22x more
Microsoft Maia 100
Compute (FP32-eq)
0.24x
Maia 100 is 4.24x faster
VRAM
0.38x
Maia 100 has 2.67x more
Etched Sohu
Compute (FP32-eq)
0.01x
Sohu is 121.07x faster
FP32 Compute
0.01x
Sohu is 121.07x faster
VRAM
0.17x
Sohu has 6.00x more
Memory Bandwidth
0.21x
Sohu has 4.76x more

To match 1x Etched Sohu

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
Microsoft Maia 100
Compute (FP32-eq)
28.57x
Need 28.57x Maia 100
VRAM
2.25x
Need 2.25x Maia 100
NVIDIA GeForce RTX 4090
Compute (FP32-eq)
121.07x
Need 121.07x GeForce RTX 4090
FP32 Compute
121.07x
Need 121.07x GeForce RTX 4090
VRAM
6.00x
Need 6.00x GeForce RTX 4090
Memory Bandwidth
4.76x
Need 4.76x GeForce RTX 4090

Pricing

Price TypeMI100Maia 100GeForce RTX 4090Sohu
CAPEX (Street Price)
OPEX (per hour)
Price per TFLOPs (FP32-eq)