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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 L4Google TPU v5pNVIDIA GeForce RTX 5070 TiAMD MI300A
ArchitectureAda LovelaceTPU v5BlackwellCDNA 3
Form FactorPCIeMezzaninePCIeOAM
VRAM24 GB—16 GB128 GB
Memory Bandwidth300 GB/s—896 GB/s5,300 GB/s
TFLOPs (FP32)30.3—44122.6
TFLOPs (FP16)242—88980.6
TFLOPs12145988980.6
TFLOPs (FP8)485———
TDP72 W400 W300 W760 W
Launch DateMar 2023Aug 2023Feb 2025Dec 2023

Efficiency Metrics

MetricL4TPU v5pGeForce RTX 5070 TiMI300A
TFLOPs per Watt (FP32-eq)0.840.570.150.65
Memory Bandwidth per GB12.5 GB/s—56.0 GB/s41.4 GB/s

Performance Equivalence

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

To match 1x NVIDIA L4

Google TPU v5p
Compute (FP32-eq)
0.26x
TPU v5p is 3.79x faster
NVIDIA GeForce RTX 5070 Ti
Compute (FP32-eq)
1.38x
Need 1.38x GeForce RTX 5070 Ti
FP32 Compute
0.69x
GeForce RTX 5070 Ti is 1.45x faster
VRAM
1.50x
Need 1.50x GeForce RTX 5070 Ti
Memory Bandwidth
0.33x
GeForce RTX 5070 Ti has 2.99x more
AMD MI300A
Compute (FP32-eq)
0.12x
MI300A is 8.10x faster
FP32 Compute
0.25x
MI300A is 4.05x faster
VRAM
0.19x
MI300A has 5.33x more
Memory Bandwidth
0.06x
MI300A has 17.67x more

To match 1x Google TPU v5p

NVIDIA L4
Compute (FP32-eq)
3.79x
Need 3.79x L4
NVIDIA GeForce RTX 5070 Ti
Compute (FP32-eq)
5.22x
Need 5.22x GeForce RTX 5070 Ti
AMD MI300A
Compute (FP32-eq)
0.47x
MI300A is 2.14x faster

To match 1x NVIDIA GeForce RTX 5070 Ti

NVIDIA L4
Compute (FP32-eq)
0.73x
L4 is 1.38x faster
FP32 Compute
1.45x
Need 1.45x L4
VRAM
0.67x
L4 has 1.50x more
Memory Bandwidth
2.99x
Need 2.99x L4
Google TPU v5p
Compute (FP32-eq)
0.19x
TPU v5p is 5.22x faster
AMD MI300A
Compute (FP32-eq)
0.09x
MI300A is 11.14x faster
FP32 Compute
0.36x
MI300A is 2.79x faster
VRAM
0.13x
MI300A has 8.00x more
Memory Bandwidth
0.17x
MI300A has 5.92x more

To match 1x AMD MI300A

NVIDIA L4
Compute (FP32-eq)
8.10x
Need 8.10x L4
FP32 Compute
4.05x
Need 4.05x L4
VRAM
5.33x
Need 5.33x L4
Memory Bandwidth
17.67x
Need 17.67x L4
Google TPU v5p
Compute (FP32-eq)
2.14x
Need 2.14x TPU v5p
NVIDIA GeForce RTX 5070 Ti
Compute (FP32-eq)
11.14x
Need 11.14x GeForce RTX 5070 Ti
FP32 Compute
2.79x
Need 2.79x GeForce RTX 5070 Ti
VRAM
8.00x
Need 8.00x GeForce RTX 5070 Ti
Memory Bandwidth
5.92x
Need 5.92x GeForce RTX 5070 Ti

Pricing

Price TypeL4TPU v5pGeForce RTX 5070 TiMI300A
CAPEX (Street Price)$4,000———
OPEX (per hour)$0.80/hr$5.00/hr——
Price per TFLOPs (FP32-eq)$66———