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

SpecificationNVIDIA L40SAMD MI210Google TPU v5eMeta MTIA v1
ArchitectureAda LovelaceCDNA 2TPU v5Meta Training & Inference Accelerator
Form FactorPCIePCIeMezzanine
VRAM48 GB64 GB128 GB
Memory Bandwidth864 GB/s1,638 GB/s
TFLOPs (FP32)91.645.3
TFLOPs (FP16)733181
TFLOPs733181197
TFLOPs (FP8)1,466
TDP350 W300 W250 W400 W
Launch DateOct 2023Jan 2022Aug 2023May 2023

Efficiency Metrics

MetricL40SMI210TPU v5eMTIA v1
TFLOPs per Watt (FP32-eq)1.050.300.39
Memory Bandwidth per GB18.0 GB/s25.6 GB/s

Performance Equivalence

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

To match 1x NVIDIA L40S

AMD MI210
Compute (FP32-eq)
4.05x
Need 4.05x MI210
FP32 Compute
2.02x
Need 2.02x MI210
VRAM
0.75x
MI210 has 1.33x more
Memory Bandwidth
0.53x
MI210 has 1.90x more
Google TPU v5e
Compute (FP32-eq)
3.72x
Need 3.72x TPU v5e
Meta MTIA v1
VRAM
0.38x
MTIA v1 has 2.67x more

To match 1x AMD MI210

NVIDIA L40S
Compute (FP32-eq)
0.25x
L40S is 4.05x faster
FP32 Compute
0.49x
L40S is 2.02x faster
VRAM
1.33x
Need 1.33x L40S
Memory Bandwidth
1.90x
Need 1.90x L40S
Google TPU v5e
Compute (FP32-eq)
0.92x
TPU v5e is 1.09x faster
Meta MTIA v1
VRAM
0.50x
MTIA v1 has 2.00x more

To match 1x Google TPU v5e

NVIDIA L40S
Compute (FP32-eq)
0.27x
L40S is 3.72x faster
AMD MI210
Compute (FP32-eq)
1.09x
Need 1.09x MI210

To match 1x Meta MTIA v1

NVIDIA L40S
VRAM
2.67x
Need 2.67x L40S
AMD MI210
VRAM
2.00x
Need 2.00x MI210

Pricing

Price TypeL40SMI210TPU v5eMTIA v1
CAPEX (Street Price)$10,000$6,000
OPEX (per hour)$1.50/hr$1.80/hr
Price per TFLOPs (FP32-eq)$27$66