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Showing 72 XPUs • 4 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 MI100NVIDIA GeForce RTX 5070 TiNVIDIA H200 PCIeEtched Sohu
ArchitectureCDNABlackwellHopperTransformer ASIC
Form FactorPCIePCIePCIePCIe
VRAM32 GB16 GB141 GB144 GB
Memory Bandwidth1,228 GB/s896 GB/s4,800 GB/s4,800 GB/s
TFLOPs (FP32)23.1445110,000
TFLOPs (FP16)184.6881,513—
TFLOPs23.1881,51310,000
TFLOPs (FP8)————
TDP300 W300 W350 W700 W
Launch DateNov 2020Feb 2025Mar 2024Jun 2024

Efficiency Metrics

MetricMI100GeForce RTX 5070 TiH200 PCIeSohu
TFLOPs per Watt (FP32-eq)0.080.152.1614.29
Memory Bandwidth per GB38.4 GB/s56.0 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 MI100

NVIDIA GeForce RTX 5070 Ti
Compute (FP32-eq)
0.53x
GeForce RTX 5070 Ti is 1.90x faster
FP32 Compute
0.53x
GeForce RTX 5070 Ti is 1.90x faster
VRAM
2.00x
Need 2.00x GeForce RTX 5070 Ti
Memory Bandwidth
1.37x
Need 1.37x GeForce RTX 5070 Ti
NVIDIA H200 PCIe
Compute (FP32-eq)
0.03x
H200 PCIe is 32.75x faster
FP32 Compute
0.45x
H200 PCIe is 2.21x faster
VRAM
0.23x
H200 PCIe has 4.41x more
Memory Bandwidth
0.26x
H200 PCIe has 3.91x 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 NVIDIA GeForce RTX 5070 Ti

AMD MI100
Compute (FP32-eq)
1.90x
Need 1.90x MI100
FP32 Compute
1.90x
Need 1.90x MI100
VRAM
0.50x
MI100 has 2.00x more
Memory Bandwidth
0.73x
MI100 has 1.37x more
NVIDIA H200 PCIe
Compute (FP32-eq)
0.06x
H200 PCIe is 17.19x faster
FP32 Compute
0.86x
H200 PCIe is 1.16x faster
VRAM
0.11x
H200 PCIe has 8.81x more
Memory Bandwidth
0.19x
H200 PCIe has 5.36x more
Etched Sohu
Compute (FP32-eq)
0.00x
Sohu is 227.27x faster
FP32 Compute
0.00x
Sohu is 227.27x faster
VRAM
0.11x
Sohu has 9.00x more
Memory Bandwidth
0.19x
Sohu has 5.36x more

To match 1x NVIDIA H200 PCIe

AMD MI100
Compute (FP32-eq)
32.75x
Need 32.75x MI100
FP32 Compute
2.21x
Need 2.21x MI100
VRAM
4.41x
Need 4.41x MI100
Memory Bandwidth
3.91x
Need 3.91x MI100
NVIDIA GeForce RTX 5070 Ti
Compute (FP32-eq)
17.19x
Need 17.19x GeForce RTX 5070 Ti
FP32 Compute
1.16x
Need 1.16x GeForce RTX 5070 Ti
VRAM
8.81x
Need 8.81x GeForce RTX 5070 Ti
Memory Bandwidth
5.36x
Need 5.36x GeForce RTX 5070 Ti
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 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
NVIDIA GeForce RTX 5070 Ti
Compute (FP32-eq)
227.27x
Need 227.27x GeForce RTX 5070 Ti
FP32 Compute
227.27x
Need 227.27x GeForce RTX 5070 Ti
VRAM
9.00x
Need 9.00x GeForce RTX 5070 Ti
Memory Bandwidth
5.36x
Need 5.36x GeForce RTX 5070 Ti
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 TypeMI100GeForce RTX 5070 TiH200 PCIeSohu
CAPEX (Street Price)————
OPEX (per hour)————
Price per TFLOPs (FP32-eq)————