Compare XPUs

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Showing 72 XPUs • 5 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 MI100AMD MI325XAlibaba Hanguang 800AWS TrainiumNVIDIA GB200 Superchip
ArchitectureCDNACDNA 3.5XuanTieInferentia/TrainiumBlackwell
Form FactorPCIeOAM——SXM
VRAM32 GB256 GB—32 GB384 GB
Memory Bandwidth1,228 GB/s6,000 GB/s——8,000 GB/s
TFLOPs (FP32)23.1175——90
TFLOPs (FP16)184.61,400——5,000
TFLOPs23.11,400—1905,000
TFLOPs (FP8)—2,800———
TDP300 W800 W150 W200 W2700 W
Launch DateNov 2020Oct 2024Sep 2019Nov 2021Mar 2024

Efficiency Metrics

MetricMI100MI325XHanguang 800TrainiumGB200 Superchip
TFLOPs per Watt (FP32-eq)0.080.88—0.470.93
Memory Bandwidth per GB38.4 GB/s23.4 GB/s——20.8 GB/s

Performance Equivalence

How many units of each GPU are needed to match the performance of the others?

To match 1x AMD MI100

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
AWS Trainium
Compute (FP32-eq)
0.24x
Trainium is 4.11x faster
VRAM
1.00x
Trainium has 1.00x more
NVIDIA GB200 Superchip
Compute (FP32-eq)
0.01x
GB200 Superchip is 108.23x faster
FP32 Compute
0.26x
GB200 Superchip is 3.90x faster
VRAM
0.08x
GB200 Superchip has 12.00x more
Memory Bandwidth
0.15x
GB200 Superchip has 6.51x more

To match 1x AMD MI325X

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
AWS Trainium
Compute (FP32-eq)
7.37x
Need 7.37x Trainium
VRAM
8.00x
Need 8.00x Trainium
NVIDIA GB200 Superchip
Compute (FP32-eq)
0.28x
GB200 Superchip is 3.57x faster
FP32 Compute
1.94x
Need 1.94x GB200 Superchip
VRAM
0.67x
GB200 Superchip has 1.50x more
Memory Bandwidth
0.75x
GB200 Superchip has 1.33x more

To match 1x AWS Trainium

AMD MI100
Compute (FP32-eq)
4.11x
Need 4.11x MI100
VRAM
1.00x
MI100 has 1.00x more
AMD MI325X
Compute (FP32-eq)
0.14x
MI325X is 7.37x faster
VRAM
0.13x
MI325X has 8.00x more
NVIDIA GB200 Superchip
Compute (FP32-eq)
0.04x
GB200 Superchip is 26.32x faster
VRAM
0.08x
GB200 Superchip has 12.00x more

To match 1x NVIDIA GB200 Superchip

AMD MI100
Compute (FP32-eq)
108.23x
Need 108.23x MI100
FP32 Compute
3.90x
Need 3.90x MI100
VRAM
12.00x
Need 12.00x MI100
Memory Bandwidth
6.51x
Need 6.51x MI100
AMD MI325X
Compute (FP32-eq)
3.57x
Need 3.57x MI325X
FP32 Compute
0.51x
MI325X is 1.94x faster
VRAM
1.50x
Need 1.50x MI325X
Memory Bandwidth
1.33x
Need 1.33x MI325X
AWS Trainium
Compute (FP32-eq)
26.32x
Need 26.32x Trainium
VRAM
12.00x
Need 12.00x Trainium

Pricing

Price TypeMI100MI325XHanguang 800TrainiumGB200 Superchip
CAPEX (Street Price)—$45,000———
OPEX (per hour)—————
Price per TFLOPs (FP32-eq)—$64———