Compare XPUs

Select up to 5 XPUs to compare side-by-side

Select XPUs to Compare

Showing 72 XPUs4 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

SpecificationGoogle TPU v5pAMD MI325XAMD MI300XNVIDIA GeForce RTX 4070 Super
ArchitectureTPU v5CDNA 3.5CDNA 3Ada Lovelace
Form FactorMezzanineOAMOAMPCIe
VRAM256 GB192 GB12 GB
Memory Bandwidth6,000 GB/s5,300 GB/s504 GB/s
TFLOPs (FP32)17516335.5
TFLOPs (FP16)1,4001,30771
TFLOPs4591,4001,30771
TFLOPs (FP8)2,8002,614
TDP400 W800 W750 W220 W
Launch DateAug 2023Oct 2024Dec 2023Jan 2024

Efficiency Metrics

MetricTPU v5pMI325XMI300XGeForce RTX 4070 Super
TFLOPs per Watt (FP32-eq)0.570.880.870.16
Memory Bandwidth per GB23.4 GB/s27.6 GB/s42.0 GB/s

Performance Equivalence

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

To match 1x Google TPU v5p

AMD MI325X
Compute (FP32-eq)
0.33x
MI325X is 3.05x faster
AMD MI300X
Compute (FP32-eq)
0.35x
MI300X is 2.85x faster
NVIDIA GeForce RTX 4070 Super
Compute (FP32-eq)
6.46x
Need 6.46x GeForce RTX 4070 Super

To match 1x AMD MI325X

Google TPU v5p
Compute (FP32-eq)
3.05x
Need 3.05x TPU v5p
AMD MI300X
Compute (FP32-eq)
1.07x
Need 1.07x MI300X
FP32 Compute
1.07x
Need 1.07x MI300X
VRAM
1.33x
Need 1.33x MI300X
Memory Bandwidth
1.13x
Need 1.13x MI300X
NVIDIA GeForce RTX 4070 Super
Compute (FP32-eq)
19.72x
Need 19.72x GeForce RTX 4070 Super
FP32 Compute
4.93x
Need 4.93x GeForce RTX 4070 Super
VRAM
21.33x
Need 21.33x GeForce RTX 4070 Super
Memory Bandwidth
11.90x
Need 11.90x GeForce RTX 4070 Super

To match 1x AMD MI300X

Google TPU v5p
Compute (FP32-eq)
2.85x
Need 2.85x TPU v5p
AMD MI325X
Compute (FP32-eq)
0.93x
MI325X is 1.07x faster
FP32 Compute
0.93x
MI325X is 1.07x faster
VRAM
0.75x
MI325X has 1.33x more
Memory Bandwidth
0.88x
MI325X has 1.13x more
NVIDIA GeForce RTX 4070 Super
Compute (FP32-eq)
18.41x
Need 18.41x GeForce RTX 4070 Super
FP32 Compute
4.59x
Need 4.59x GeForce RTX 4070 Super
VRAM
16.00x
Need 16.00x GeForce RTX 4070 Super
Memory Bandwidth
10.52x
Need 10.52x GeForce RTX 4070 Super

To match 1x NVIDIA GeForce RTX 4070 Super

Google TPU v5p
Compute (FP32-eq)
0.15x
TPU v5p is 6.46x faster
AMD MI325X
Compute (FP32-eq)
0.05x
MI325X is 19.72x faster
FP32 Compute
0.20x
MI325X is 4.93x faster
VRAM
0.05x
MI325X has 21.33x more
Memory Bandwidth
0.08x
MI325X has 11.90x more
AMD MI300X
Compute (FP32-eq)
0.05x
MI300X is 18.41x faster
FP32 Compute
0.22x
MI300X is 4.59x faster
VRAM
0.06x
MI300X has 16.00x more
Memory Bandwidth
0.10x
MI300X has 10.52x more

Pricing

Price TypeTPU v5pMI325XMI300XGeForce RTX 4070 Super
CAPEX (Street Price)$45,000$35,000
OPEX (per hour)$5.00/hr$10.40/hr
Price per TFLOPs (FP32-eq)$64$54