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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

SpecificationNVIDIA A100 SXMAMD MI325XAMD MI300AAMD Radeon RX 7900 XT
ArchitectureAmpereCDNA 3.5CDNA 3RDNA 3
Form FactorSXMOAMOAMPCIe
VRAM80 GB256 GB128 GB20 GB
Memory Bandwidth2,039 GB/s6,000 GB/s5,300 GB/s800 GB/s
TFLOPs (FP32)19.5175122.652
TFLOPs (FP16)3121,400980.6104
TFLOPs3121,400980.6104
TFLOPs (FP8)—2,800——
TDP400 W800 W760 W315 W
Launch DateMay 2020Oct 2024Dec 2023Dec 2022

Efficiency Metrics

MetricA100 SXMMI325XMI300ARadeon RX 7900 XT
TFLOPs per Watt (FP32-eq)0.390.880.650.17
Memory Bandwidth per GB25.5 GB/s23.4 GB/s41.4 GB/s40.0 GB/s

Performance Equivalence

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

To match 1x NVIDIA A100 SXM

AMD MI325X
Compute (FP32-eq)
0.22x
MI325X is 4.49x faster
FP32 Compute
0.11x
MI325X is 8.97x faster
VRAM
0.31x
MI325X has 3.20x more
Memory Bandwidth
0.34x
MI325X has 2.94x more
AMD MI300A
Compute (FP32-eq)
0.32x
MI300A is 3.14x faster
FP32 Compute
0.16x
MI300A is 6.29x faster
VRAM
0.63x
MI300A has 1.60x more
Memory Bandwidth
0.38x
MI300A has 2.60x more
AMD Radeon RX 7900 XT
Compute (FP32-eq)
3.00x
Need 3.00x Radeon RX 7900 XT
FP32 Compute
0.38x
Radeon RX 7900 XT is 2.67x faster
VRAM
4.00x
Need 4.00x Radeon RX 7900 XT
Memory Bandwidth
2.55x
Need 2.55x Radeon RX 7900 XT

To match 1x AMD MI325X

NVIDIA A100 SXM
Compute (FP32-eq)
4.49x
Need 4.49x A100 SXM
FP32 Compute
8.97x
Need 8.97x A100 SXM
VRAM
3.20x
Need 3.20x A100 SXM
Memory Bandwidth
2.94x
Need 2.94x A100 SXM
AMD MI300A
Compute (FP32-eq)
1.43x
Need 1.43x MI300A
FP32 Compute
1.43x
Need 1.43x MI300A
VRAM
2.00x
Need 2.00x MI300A
Memory Bandwidth
1.13x
Need 1.13x MI300A
AMD Radeon RX 7900 XT
Compute (FP32-eq)
13.46x
Need 13.46x Radeon RX 7900 XT
FP32 Compute
3.37x
Need 3.37x Radeon RX 7900 XT
VRAM
12.80x
Need 12.80x Radeon RX 7900 XT
Memory Bandwidth
7.50x
Need 7.50x Radeon RX 7900 XT

To match 1x AMD MI300A

NVIDIA A100 SXM
Compute (FP32-eq)
3.14x
Need 3.14x A100 SXM
FP32 Compute
6.29x
Need 6.29x A100 SXM
VRAM
1.60x
Need 1.60x A100 SXM
Memory Bandwidth
2.60x
Need 2.60x A100 SXM
AMD MI325X
Compute (FP32-eq)
0.70x
MI325X is 1.43x faster
FP32 Compute
0.70x
MI325X is 1.43x faster
VRAM
0.50x
MI325X has 2.00x more
Memory Bandwidth
0.88x
MI325X has 1.13x more
AMD Radeon RX 7900 XT
Compute (FP32-eq)
9.43x
Need 9.43x Radeon RX 7900 XT
FP32 Compute
2.36x
Need 2.36x Radeon RX 7900 XT
VRAM
6.40x
Need 6.40x Radeon RX 7900 XT
Memory Bandwidth
6.63x
Need 6.63x Radeon RX 7900 XT

To match 1x AMD Radeon RX 7900 XT

NVIDIA A100 SXM
Compute (FP32-eq)
0.33x
A100 SXM is 3.00x faster
FP32 Compute
2.67x
Need 2.67x A100 SXM
VRAM
0.25x
A100 SXM has 4.00x more
Memory Bandwidth
0.39x
A100 SXM has 2.55x more
AMD MI325X
Compute (FP32-eq)
0.07x
MI325X is 13.46x faster
FP32 Compute
0.30x
MI325X is 3.37x faster
VRAM
0.08x
MI325X has 12.80x more
Memory Bandwidth
0.13x
MI325X has 7.50x more
AMD MI300A
Compute (FP32-eq)
0.11x
MI300A is 9.43x faster
FP32 Compute
0.42x
MI300A is 2.36x faster
VRAM
0.16x
MI300A has 6.40x more
Memory Bandwidth
0.15x
MI300A has 6.63x more

Pricing

Price TypeA100 SXMMI325XMI300ARadeon RX 7900 XT
CAPEX (Street Price)$15,000$45,000——
OPEX (per hour)$4.05/hr———
Price per TFLOPs (FP32-eq)$96$64——