Compare XPUs

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

Select XPUs to Compare

Showing 72 XPUs5 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

Maximum of 5 XPUs can be compared at once. Deselect one to add another.

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 L40SNVIDIA A10Google TPU v5eTenstorrent WormholeTenstorrent Grayskull
ArchitectureAda LovelaceAmpereTPU v5Tensix CoreTensix Core
Form FactorPCIePCIeMezzanine
VRAM48 GB24 GB24 GB8 GB
Memory Bandwidth864 GB/s600 GB/s
TFLOPs (FP32)91.631.2
TFLOPs (FP16)733125
TFLOPs733125197364200
TFLOPs (FP8)1,466
TDP350 W150 W250 W160 W65 W
Launch DateOct 2023Apr 2021Aug 2023Oct 2023Mar 2021

Efficiency Metrics

MetricL40SA10TPU v5eWormholeGrayskull
TFLOPs per Watt (FP32-eq)1.050.420.391.141.54
Memory Bandwidth per GB18.0 GB/s25.0 GB/s

Performance Equivalence

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

To match 1x NVIDIA L40S

NVIDIA A10
Compute (FP32-eq)
5.86x
Need 5.86x A10
FP32 Compute
2.94x
Need 2.94x A10
VRAM
2.00x
Need 2.00x A10
Memory Bandwidth
1.44x
Need 1.44x A10
Google TPU v5e
Compute (FP32-eq)
3.72x
Need 3.72x TPU v5e
Tenstorrent Wormhole
Compute (FP32-eq)
2.01x
Need 2.01x Wormhole
VRAM
2.00x
Need 2.00x Wormhole
Tenstorrent Grayskull
Compute (FP32-eq)
3.67x
Need 3.67x Grayskull
VRAM
6.00x
Need 6.00x Grayskull

To match 1x NVIDIA A10

NVIDIA L40S
Compute (FP32-eq)
0.17x
L40S is 5.86x faster
FP32 Compute
0.34x
L40S is 2.94x faster
VRAM
0.50x
L40S has 2.00x more
Memory Bandwidth
0.69x
L40S has 1.44x more
Google TPU v5e
Compute (FP32-eq)
0.63x
TPU v5e is 1.58x faster
Tenstorrent Wormhole
Compute (FP32-eq)
0.34x
Wormhole is 2.91x faster
VRAM
1.00x
Wormhole has 1.00x more
Tenstorrent Grayskull
Compute (FP32-eq)
0.63x
Grayskull is 1.60x faster
VRAM
3.00x
Need 3.00x Grayskull

To match 1x Google TPU v5e

NVIDIA L40S
Compute (FP32-eq)
0.27x
L40S is 3.72x faster
NVIDIA A10
Compute (FP32-eq)
1.58x
Need 1.58x A10
Tenstorrent Wormhole
Compute (FP32-eq)
0.54x
Wormhole is 1.85x faster
Tenstorrent Grayskull
Compute (FP32-eq)
0.98x
Grayskull is 1.02x faster

To match 1x Tenstorrent Wormhole

NVIDIA L40S
Compute (FP32-eq)
0.50x
L40S is 2.01x faster
VRAM
0.50x
L40S has 2.00x more
NVIDIA A10
Compute (FP32-eq)
2.91x
Need 2.91x A10
VRAM
1.00x
A10 has 1.00x more
Google TPU v5e
Compute (FP32-eq)
1.85x
Need 1.85x TPU v5e
Tenstorrent Grayskull
Compute (FP32-eq)
1.82x
Need 1.82x Grayskull
VRAM
3.00x
Need 3.00x Grayskull

To match 1x Tenstorrent Grayskull

NVIDIA L40S
Compute (FP32-eq)
0.27x
L40S is 3.67x faster
VRAM
0.17x
L40S has 6.00x more
NVIDIA A10
Compute (FP32-eq)
1.60x
Need 1.60x A10
VRAM
0.33x
A10 has 3.00x more
Google TPU v5e
Compute (FP32-eq)
1.02x
Need 1.02x TPU v5e
Tenstorrent Wormhole
Compute (FP32-eq)
0.55x
Wormhole is 1.82x faster
VRAM
0.33x
Wormhole has 3.00x more

Pricing

Price TypeL40SA10TPU v5eWormholeGrayskull
CAPEX (Street Price)$10,000
OPEX (per hour)$1.50/hr$1.80/hr
Price per TFLOPs (FP32-eq)$27