Compare XPUs

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

Select XPUs to Compare

Showing 72 XPUs6 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 A40NVIDIA A10AMD MI325XTenstorrent WormholeTenstorrent GrayskullAMD MI300A
ArchitectureAmpereAmpereCDNA 3.5Tensix CoreTensix CoreCDNA 3
Form FactorPCIePCIeOAMOAM
VRAM48 GB24 GB256 GB24 GB8 GB128 GB
Memory Bandwidth696 GB/s600 GB/s6,000 GB/s5,300 GB/s
TFLOPs (FP32)37.431.2175122.6
TFLOPs (FP16)1501251,400980.6
TFLOPs1501251,400364200980.6
TFLOPs (FP8)2,800
TDP300 W150 W800 W160 W65 W760 W
Launch DateOct 2020Apr 2021Oct 2024Oct 2023Mar 2021Dec 2023

Efficiency Metrics

MetricA40A10MI325XWormholeGrayskullMI300A
TFLOPs per Watt (FP32-eq)0.250.420.881.141.540.65
Memory Bandwidth per GB14.5 GB/s25.0 GB/s23.4 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 A40

NVIDIA A10
Compute (FP32-eq)
1.20x
Need 1.20x A10
FP32 Compute
1.20x
Need 1.20x A10
VRAM
2.00x
Need 2.00x A10
Memory Bandwidth
1.16x
Need 1.16x A10
AMD MI325X
Compute (FP32-eq)
0.11x
MI325X is 9.33x faster
FP32 Compute
0.21x
MI325X is 4.68x faster
VRAM
0.19x
MI325X has 5.33x more
Memory Bandwidth
0.12x
MI325X has 8.62x more
Tenstorrent Wormhole
Compute (FP32-eq)
0.41x
Wormhole is 2.43x faster
VRAM
2.00x
Need 2.00x Wormhole
Tenstorrent Grayskull
Compute (FP32-eq)
0.75x
Grayskull is 1.33x faster
VRAM
6.00x
Need 6.00x Grayskull
AMD MI300A
Compute (FP32-eq)
0.15x
MI300A is 6.54x faster
FP32 Compute
0.31x
MI300A is 3.28x faster
VRAM
0.38x
MI300A has 2.67x more
Memory Bandwidth
0.13x
MI300A has 7.61x more

To match 1x NVIDIA A10

NVIDIA A40
Compute (FP32-eq)
0.83x
A40 is 1.20x faster
FP32 Compute
0.83x
A40 is 1.20x faster
VRAM
0.50x
A40 has 2.00x more
Memory Bandwidth
0.86x
A40 has 1.16x 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
Tenstorrent Grayskull
Compute (FP32-eq)
0.63x
Grayskull is 1.60x faster
VRAM
3.00x
Need 3.00x Grayskull
AMD MI300A
Compute (FP32-eq)
0.13x
MI300A is 7.84x faster
FP32 Compute
0.25x
MI300A is 3.93x faster
VRAM
0.19x
MI300A has 5.33x more
Memory Bandwidth
0.11x
MI300A has 8.83x more

To match 1x AMD MI325X

NVIDIA A40
Compute (FP32-eq)
9.33x
Need 9.33x A40
FP32 Compute
4.68x
Need 4.68x A40
VRAM
5.33x
Need 5.33x A40
Memory Bandwidth
8.62x
Need 8.62x A40
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
Tenstorrent Grayskull
Compute (FP32-eq)
7.00x
Need 7.00x Grayskull
VRAM
32.00x
Need 32.00x Grayskull
AMD MI300A
Compute (FP32-eq)
1.43x
Need 1.43x MI300A
FP32 Compute
1.43x
Need 1.43x MI300A
VRAM
2.00x
Need 2.00x MI300A
Memory Bandwidth
1.13x
Need 1.13x MI300A

To match 1x Tenstorrent Wormhole

NVIDIA A40
Compute (FP32-eq)
2.43x
Need 2.43x A40
VRAM
0.50x
A40 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
Tenstorrent Grayskull
Compute (FP32-eq)
1.82x
Need 1.82x Grayskull
VRAM
3.00x
Need 3.00x Grayskull
AMD MI300A
Compute (FP32-eq)
0.37x
MI300A is 2.69x faster
VRAM
0.19x
MI300A has 5.33x more

To match 1x Tenstorrent Grayskull

NVIDIA A40
Compute (FP32-eq)
1.33x
Need 1.33x A40
VRAM
0.17x
A40 has 6.00x more
NVIDIA A10
Compute (FP32-eq)
1.60x
Need 1.60x A10
VRAM
0.33x
A10 has 3.00x more
AMD MI325X
Compute (FP32-eq)
0.14x
MI325X is 7.00x faster
VRAM
0.03x
MI325X has 32.00x more
Tenstorrent Wormhole
Compute (FP32-eq)
0.55x
Wormhole is 1.82x faster
VRAM
0.33x
Wormhole has 3.00x more
AMD MI300A
Compute (FP32-eq)
0.20x
MI300A is 4.90x faster
VRAM
0.06x
MI300A has 16.00x more

To match 1x AMD MI300A

NVIDIA A40
Compute (FP32-eq)
6.54x
Need 6.54x A40
FP32 Compute
3.28x
Need 3.28x A40
VRAM
2.67x
Need 2.67x A40
Memory Bandwidth
7.61x
Need 7.61x A40
NVIDIA A10
Compute (FP32-eq)
7.84x
Need 7.84x A10
FP32 Compute
3.93x
Need 3.93x A10
VRAM
5.33x
Need 5.33x A10
Memory Bandwidth
8.83x
Need 8.83x A10
AMD MI325X
Compute (FP32-eq)
0.70x
MI325X is 1.43x faster
FP32 Compute
0.70x
MI325X is 1.43x faster
VRAM
0.50x
MI325X has 2.00x more
Memory Bandwidth
0.88x
MI325X has 1.13x more
Tenstorrent Wormhole
Compute (FP32-eq)
2.69x
Need 2.69x Wormhole
VRAM
5.33x
Need 5.33x Wormhole
Tenstorrent Grayskull
Compute (FP32-eq)
4.90x
Need 4.90x Grayskull
VRAM
16.00x
Need 16.00x Grayskull

Pricing

Price TypeA40A10MI325XWormholeGrayskullMI300A
CAPEX (Street Price)$45,000
OPEX (per hour)
Price per TFLOPs (FP32-eq)$64