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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 MI100AMD MI325XAWS Inferentia2NVIDIA GeForce RTX 4080 Super
ArchitectureCDNACDNA 3.5Inferentia Gen2Ada Lovelace
Form FactorPCIeOAM—PCIe
VRAM32 GB256 GB32 GB16 GB
Memory Bandwidth1,228 GB/s6,000 GB/s—736 GB/s
TFLOPs (FP32)23.1175—52.2
TFLOPs (FP16)184.61,400—104.4
TFLOPs23.11,400190104.4
TFLOPs (FP8)—2,800——
TDP300 W800 W150 W320 W
Launch DateNov 2020Oct 2024Nov 2022Jan 2024

Efficiency Metrics

MetricMI100MI325XInferentia2GeForce RTX 4080 Super
TFLOPs per Watt (FP32-eq)0.080.880.630.16
Memory Bandwidth per GB38.4 GB/s23.4 GB/s—46.0 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 Inferentia2
Compute (FP32-eq)
0.24x
Inferentia2 is 4.11x faster
VRAM
1.00x
Inferentia2 has 1.00x more
NVIDIA GeForce RTX 4080 Super
Compute (FP32-eq)
0.44x
GeForce RTX 4080 Super is 2.26x faster
FP32 Compute
0.44x
GeForce RTX 4080 Super is 2.26x faster
VRAM
2.00x
Need 2.00x GeForce RTX 4080 Super
Memory Bandwidth
1.67x
Need 1.67x GeForce RTX 4080 Super

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 Inferentia2
Compute (FP32-eq)
7.37x
Need 7.37x Inferentia2
VRAM
8.00x
Need 8.00x Inferentia2
NVIDIA GeForce RTX 4080 Super
Compute (FP32-eq)
13.41x
Need 13.41x GeForce RTX 4080 Super
FP32 Compute
3.35x
Need 3.35x GeForce RTX 4080 Super
VRAM
16.00x
Need 16.00x GeForce RTX 4080 Super
Memory Bandwidth
8.15x
Need 8.15x GeForce RTX 4080 Super

To match 1x AWS Inferentia2

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 GeForce RTX 4080 Super
Compute (FP32-eq)
1.82x
Need 1.82x GeForce RTX 4080 Super
VRAM
2.00x
Need 2.00x GeForce RTX 4080 Super

To match 1x NVIDIA GeForce RTX 4080 Super

AMD MI100
Compute (FP32-eq)
2.26x
Need 2.26x MI100
FP32 Compute
2.26x
Need 2.26x MI100
VRAM
0.50x
MI100 has 2.00x more
Memory Bandwidth
0.60x
MI100 has 1.67x more
AMD MI325X
Compute (FP32-eq)
0.07x
MI325X is 13.41x faster
FP32 Compute
0.30x
MI325X is 3.35x faster
VRAM
0.06x
MI325X has 16.00x more
Memory Bandwidth
0.12x
MI325X has 8.15x more
AWS Inferentia2
Compute (FP32-eq)
0.55x
Inferentia2 is 1.82x faster
VRAM
0.50x
Inferentia2 has 2.00x more

Pricing

Price TypeMI100MI325XInferentia2GeForce RTX 4080 Super
CAPEX (Street Price)—$45,000——
OPEX (per hour)————
Price per TFLOPs (FP32-eq)—$64——