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 B200AMD MI325XCerebras WSE-3NVIDIA GB200 NVL72Etched Sohu
ArchitectureBlackwellCDNA 3.5Wafer Scale EngineBlackwellTransformer ASIC
Form FactorSXMOAMCustomPCIe
VRAM192 GB256 GB44 GB13824 GB144 GB
Memory Bandwidth8,000 GB/s6,000 GB/s130,000 GB/s4,800 GB/s
TFLOPs (FP32)901756,48010,000
TFLOPs (FP16)2,2501,400360,000
TFLOPs2,2501,400360,00010,000
TFLOPs (FP8)4,5002,800
TDP1000 W800 W23000 W120000 W700 W
Launch DateMar 2024Oct 2024Mar 2024Mar 2024Jun 2024

Efficiency Metrics

MetricB200MI325XWSE-3GB200 NVL72Sohu
TFLOPs per Watt (FP32-eq)1.130.881.5014.29
Memory Bandwidth per GB41.7 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 B200

AMD MI325X
Compute (FP32-eq)
1.61x
Need 1.61x MI325X
FP32 Compute
0.51x
MI325X is 1.94x faster
VRAM
0.75x
MI325X has 1.33x more
Memory Bandwidth
1.33x
Need 1.33x MI325X
Cerebras WSE-3
VRAM
4.36x
Need 4.36x WSE-3
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
Etched Sohu
Compute (FP32-eq)
0.11x
Sohu is 8.89x faster
FP32 Compute
0.01x
Sohu is 111.11x faster
VRAM
1.33x
Need 1.33x Sohu
Memory Bandwidth
1.67x
Need 1.67x Sohu

To match 1x AMD MI325X

NVIDIA B200
Compute (FP32-eq)
0.62x
B200 is 1.61x faster
FP32 Compute
1.94x
Need 1.94x B200
VRAM
1.33x
Need 1.33x B200
Memory Bandwidth
0.75x
B200 has 1.33x more
Cerebras WSE-3
VRAM
5.82x
Need 5.82x WSE-3
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 Cerebras WSE-3

NVIDIA B200
VRAM
0.23x
B200 has 4.36x more
AMD MI325X
VRAM
0.17x
MI325X has 5.82x more
NVIDIA GB200 NVL72
VRAM
0.00x
GB200 NVL72 has 314.18x more
Etched Sohu
VRAM
0.31x
Sohu has 3.27x more

To match 1x NVIDIA GB200 NVL72

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
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
Cerebras WSE-3
VRAM
314.18x
Need 314.18x WSE-3
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 B200
Compute (FP32-eq)
8.89x
Need 8.89x B200
FP32 Compute
111.11x
Need 111.11x B200
VRAM
0.75x
B200 has 1.33x more
Memory Bandwidth
0.60x
B200 has 1.67x more
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
Cerebras WSE-3
VRAM
3.27x
Need 3.27x WSE-3
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 TypeB200MI325XWSE-3GB200 NVL72Sohu
CAPEX (Street Price)$70,000$45,000
OPEX (per hour)
Price per TFLOPs (FP32-eq)$62$64