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

SpecificationAMD MI250XAMD MI210AMD MI325XNVIDIA H200 PCIeEtched Sohu
ArchitectureCDNA 2CDNA 2CDNA 3.5HopperTransformer ASIC
Form FactorOAMPCIeOAMPCIePCIe
VRAM128 GB64 GB256 GB141 GB144 GB
Memory Bandwidth3,277 GB/s1,638 GB/s6,000 GB/s4,800 GB/s4,800 GB/s
TFLOPs (FP32)47.945.31755110,000
TFLOPs (FP16)3831811,4001,513
TFLOPs3831811,4001,51310,000
TFLOPs (FP8)2,800
TDP560 W300 W800 W350 W700 W
Launch DateNov 2021Jan 2022Oct 2024Mar 2024Jun 2024

Efficiency Metrics

MetricMI250XMI210MI325XH200 PCIeSohu
TFLOPs per Watt (FP32-eq)0.340.300.882.1614.29
Memory Bandwidth per GB25.6 GB/s25.6 GB/s23.4 GB/s34.0 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 MI250X

AMD MI210
Compute (FP32-eq)
2.12x
Need 2.12x MI210
FP32 Compute
1.06x
Need 1.06x MI210
VRAM
2.00x
Need 2.00x MI210
Memory Bandwidth
2.00x
Need 2.00x MI210
AMD MI325X
Compute (FP32-eq)
0.27x
MI325X is 3.66x faster
FP32 Compute
0.27x
MI325X is 3.65x faster
VRAM
0.50x
MI325X has 2.00x more
Memory Bandwidth
0.55x
MI325X has 1.83x more
NVIDIA H200 PCIe
Compute (FP32-eq)
0.25x
H200 PCIe is 3.95x faster
FP32 Compute
0.94x
H200 PCIe is 1.06x faster
VRAM
0.91x
H200 PCIe has 1.10x more
Memory Bandwidth
0.68x
H200 PCIe has 1.46x more
Etched Sohu
Compute (FP32-eq)
0.02x
Sohu is 52.22x faster
FP32 Compute
0.00x
Sohu is 208.77x faster
VRAM
0.89x
Sohu has 1.13x more
Memory Bandwidth
0.68x
Sohu has 1.46x more

To match 1x AMD MI210

AMD MI250X
Compute (FP32-eq)
0.47x
MI250X is 2.12x faster
FP32 Compute
0.95x
MI250X is 1.06x faster
VRAM
0.50x
MI250X has 2.00x more
Memory Bandwidth
0.50x
MI250X has 2.00x more
AMD MI325X
Compute (FP32-eq)
0.13x
MI325X is 7.73x faster
FP32 Compute
0.26x
MI325X is 3.86x faster
VRAM
0.25x
MI325X has 4.00x more
Memory Bandwidth
0.27x
MI325X has 3.66x more
NVIDIA H200 PCIe
Compute (FP32-eq)
0.12x
H200 PCIe is 8.36x faster
FP32 Compute
0.89x
H200 PCIe is 1.13x faster
VRAM
0.45x
H200 PCIe has 2.20x more
Memory Bandwidth
0.34x
H200 PCIe has 2.93x more
Etched Sohu
Compute (FP32-eq)
0.01x
Sohu is 110.50x faster
FP32 Compute
0.00x
Sohu is 220.75x faster
VRAM
0.44x
Sohu has 2.25x more
Memory Bandwidth
0.34x
Sohu has 2.93x more

To match 1x AMD MI325X

AMD MI250X
Compute (FP32-eq)
3.66x
Need 3.66x MI250X
FP32 Compute
3.65x
Need 3.65x MI250X
VRAM
2.00x
Need 2.00x MI250X
Memory Bandwidth
1.83x
Need 1.83x MI250X
AMD MI210
Compute (FP32-eq)
7.73x
Need 7.73x MI210
FP32 Compute
3.86x
Need 3.86x MI210
VRAM
4.00x
Need 4.00x MI210
Memory Bandwidth
3.66x
Need 3.66x MI210
NVIDIA H200 PCIe
Compute (FP32-eq)
0.93x
H200 PCIe is 1.08x faster
FP32 Compute
3.43x
Need 3.43x H200 PCIe
VRAM
1.82x
Need 1.82x H200 PCIe
Memory Bandwidth
1.25x
Need 1.25x H200 PCIe
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 H200 PCIe

AMD MI250X
Compute (FP32-eq)
3.95x
Need 3.95x MI250X
FP32 Compute
1.06x
Need 1.06x MI250X
VRAM
1.10x
Need 1.10x MI250X
Memory Bandwidth
1.46x
Need 1.46x MI250X
AMD MI210
Compute (FP32-eq)
8.36x
Need 8.36x MI210
FP32 Compute
1.13x
Need 1.13x MI210
VRAM
2.20x
Need 2.20x MI210
Memory Bandwidth
2.93x
Need 2.93x MI210
AMD MI325X
Compute (FP32-eq)
1.08x
Need 1.08x MI325X
FP32 Compute
0.29x
MI325X is 3.43x faster
VRAM
0.55x
MI325X has 1.82x more
Memory Bandwidth
0.80x
MI325X has 1.25x more
Etched Sohu
Compute (FP32-eq)
0.08x
Sohu is 13.22x faster
FP32 Compute
0.01x
Sohu is 196.08x faster
VRAM
0.98x
Sohu has 1.02x more
Memory Bandwidth
1.00x
Sohu has 1.00x more

To match 1x Etched Sohu

AMD MI250X
Compute (FP32-eq)
52.22x
Need 52.22x MI250X
FP32 Compute
208.77x
Need 208.77x MI250X
VRAM
1.13x
Need 1.13x MI250X
Memory Bandwidth
1.46x
Need 1.46x MI250X
AMD MI210
Compute (FP32-eq)
110.50x
Need 110.50x MI210
FP32 Compute
220.75x
Need 220.75x MI210
VRAM
2.25x
Need 2.25x MI210
Memory Bandwidth
2.93x
Need 2.93x MI210
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 H200 PCIe
Compute (FP32-eq)
13.22x
Need 13.22x H200 PCIe
FP32 Compute
196.08x
Need 196.08x H200 PCIe
VRAM
1.02x
Need 1.02x H200 PCIe
Memory Bandwidth
1.00x
H200 PCIe has 1.00x more

Pricing

Price TypeMI250XMI210MI325XH200 PCIeSohu
CAPEX (Street Price)$12,000$6,000$45,000
OPEX (per hour)$2.00/hr
Price per TFLOPs (FP32-eq)$63$66$64