Compare XPUs

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

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Showing 72 XPUs • 5 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

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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 A10AMD MI325XTenstorrent WormholeNVIDIA GeForce RTX 4080
ArchitectureAda LovelaceAmpereCDNA 3.5Tensix CoreAda Lovelace
Form FactorPCIePCIeOAM—PCIe
VRAM48 GB24 GB256 GB24 GB16 GB
Memory Bandwidth864 GB/s600 GB/s6,000 GB/s—717 GB/s
TFLOPs (FP32)91.631.2175—48.7
TFLOPs (FP16)7331251,400—97.5
TFLOPs7331251,40036497.5
TFLOPs (FP8)1,466—2,800——
TDP350 W150 W800 W160 W320 W
Launch DateOct 2023Apr 2021Oct 2024Oct 2023Nov 2022

Efficiency Metrics

MetricL40SA10MI325XWormholeGeForce RTX 4080
TFLOPs per Watt (FP32-eq)1.050.420.881.140.15
Memory Bandwidth per GB18.0 GB/s25.0 GB/s23.4 GB/s—44.8 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
AMD MI325X
Compute (FP32-eq)
0.52x
MI325X is 1.91x faster
FP32 Compute
0.52x
MI325X is 1.91x faster
VRAM
0.19x
MI325X has 5.33x more
Memory Bandwidth
0.14x
MI325X has 6.94x more
Tenstorrent Wormhole
Compute (FP32-eq)
2.01x
Need 2.01x Wormhole
VRAM
2.00x
Need 2.00x Wormhole
NVIDIA GeForce RTX 4080
Compute (FP32-eq)
7.52x
Need 7.52x GeForce RTX 4080
FP32 Compute
1.88x
Need 1.88x GeForce RTX 4080
VRAM
3.00x
Need 3.00x GeForce RTX 4080
Memory Bandwidth
1.21x
Need 1.21x GeForce RTX 4080

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
AMD MI325X
Compute (FP32-eq)
0.09x
MI325X is 11.20x faster
FP32 Compute
0.18x
MI325X is 5.61x faster
VRAM
0.09x
MI325X has 10.67x more
Memory Bandwidth
0.10x
MI325X has 10.00x more
Tenstorrent Wormhole
Compute (FP32-eq)
0.34x
Wormhole is 2.91x faster
VRAM
1.00x
Wormhole has 1.00x more
NVIDIA GeForce RTX 4080
Compute (FP32-eq)
1.28x
Need 1.28x GeForce RTX 4080
FP32 Compute
0.64x
GeForce RTX 4080 is 1.56x faster
VRAM
1.50x
Need 1.50x GeForce RTX 4080
Memory Bandwidth
0.84x
GeForce RTX 4080 has 1.20x more

To match 1x AMD MI325X

NVIDIA L40S
Compute (FP32-eq)
1.91x
Need 1.91x L40S
FP32 Compute
1.91x
Need 1.91x L40S
VRAM
5.33x
Need 5.33x L40S
Memory Bandwidth
6.94x
Need 6.94x L40S
NVIDIA A10
Compute (FP32-eq)
11.20x
Need 11.20x A10
FP32 Compute
5.61x
Need 5.61x A10
VRAM
10.67x
Need 10.67x A10
Memory Bandwidth
10.00x
Need 10.00x A10
Tenstorrent Wormhole
Compute (FP32-eq)
3.85x
Need 3.85x Wormhole
VRAM
10.67x
Need 10.67x Wormhole
NVIDIA GeForce RTX 4080
Compute (FP32-eq)
14.36x
Need 14.36x GeForce RTX 4080
FP32 Compute
3.59x
Need 3.59x GeForce RTX 4080
VRAM
16.00x
Need 16.00x GeForce RTX 4080
Memory Bandwidth
8.37x
Need 8.37x GeForce RTX 4080

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
AMD MI325X
Compute (FP32-eq)
0.26x
MI325X is 3.85x faster
VRAM
0.09x
MI325X has 10.67x more
NVIDIA GeForce RTX 4080
Compute (FP32-eq)
3.73x
Need 3.73x GeForce RTX 4080
VRAM
1.50x
Need 1.50x GeForce RTX 4080

To match 1x NVIDIA GeForce RTX 4080

NVIDIA L40S
Compute (FP32-eq)
0.13x
L40S is 7.52x faster
FP32 Compute
0.53x
L40S is 1.88x faster
VRAM
0.33x
L40S has 3.00x more
Memory Bandwidth
0.83x
L40S has 1.21x more
NVIDIA A10
Compute (FP32-eq)
0.78x
A10 is 1.28x faster
FP32 Compute
1.56x
Need 1.56x A10
VRAM
0.67x
A10 has 1.50x more
Memory Bandwidth
1.20x
Need 1.20x A10
AMD MI325X
Compute (FP32-eq)
0.07x
MI325X is 14.36x faster
FP32 Compute
0.28x
MI325X is 3.59x faster
VRAM
0.06x
MI325X has 16.00x more
Memory Bandwidth
0.12x
MI325X has 8.37x more
Tenstorrent Wormhole
Compute (FP32-eq)
0.27x
Wormhole is 3.73x faster
VRAM
0.67x
Wormhole has 1.50x more

Pricing

Price TypeL40SA10MI325XWormholeGeForce RTX 4080
CAPEX (Street Price)$10,000—$45,000——
OPEX (per hour)$1.50/hr————
Price per TFLOPs (FP32-eq)$27—$64——