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 L4NVIDIA A40NVIDIA A10Tenstorrent GrayskullNVIDIA GB200 NVL72
ArchitectureAda LovelaceAmpereAmpereTensix CoreBlackwell
Form FactorPCIePCIePCIeCustom
VRAM24 GB48 GB24 GB8 GB13824 GB
Memory Bandwidth300 GB/s696 GB/s600 GB/s130,000 GB/s
TFLOPs (FP32)30.337.431.26,480
TFLOPs (FP16)242150125360,000
TFLOPs121150125200360,000
TFLOPs (FP8)485
TDP72 W300 W150 W65 W120000 W
Launch DateMar 2023Oct 2020Apr 2021Mar 2021Mar 2024

Efficiency Metrics

MetricL4A40A10GrayskullGB200 NVL72
TFLOPs per Watt (FP32-eq)0.840.250.421.541.50
Memory Bandwidth per GB12.5 GB/s14.5 GB/s25.0 GB/s9.4 GB/s

Performance Equivalence

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

To match 1x NVIDIA L4

NVIDIA A40
Compute (FP32-eq)
0.81x
A40 is 1.24x faster
FP32 Compute
0.81x
A40 is 1.23x faster
VRAM
0.50x
A40 has 2.00x more
Memory Bandwidth
0.43x
A40 has 2.32x more
NVIDIA A10
Compute (FP32-eq)
0.97x
A10 is 1.03x faster
FP32 Compute
0.97x
A10 is 1.03x faster
VRAM
1.00x
A10 has 1.00x more
Memory Bandwidth
0.50x
A10 has 2.00x more
Tenstorrent Grayskull
Compute (FP32-eq)
0.60x
Grayskull is 1.65x faster
VRAM
3.00x
Need 3.00x Grayskull
NVIDIA GB200 NVL72
Compute (FP32-eq)
0.00x
GB200 NVL72 is 2975.21x faster
FP32 Compute
0.00x
GB200 NVL72 is 213.86x faster
VRAM
0.00x
GB200 NVL72 has 576.00x more
Memory Bandwidth
0.00x
GB200 NVL72 has 433.33x more

To match 1x NVIDIA A40

NVIDIA L4
Compute (FP32-eq)
1.24x
Need 1.24x L4
FP32 Compute
1.23x
Need 1.23x L4
VRAM
2.00x
Need 2.00x L4
Memory Bandwidth
2.32x
Need 2.32x L4
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
Tenstorrent Grayskull
Compute (FP32-eq)
0.75x
Grayskull is 1.33x faster
VRAM
6.00x
Need 6.00x Grayskull
NVIDIA GB200 NVL72
Compute (FP32-eq)
0.00x
GB200 NVL72 is 2400.00x faster
FP32 Compute
0.01x
GB200 NVL72 is 173.26x faster
VRAM
0.00x
GB200 NVL72 has 288.00x more
Memory Bandwidth
0.01x
GB200 NVL72 has 186.78x more

To match 1x NVIDIA A10

NVIDIA L4
Compute (FP32-eq)
1.03x
Need 1.03x L4
FP32 Compute
1.03x
Need 1.03x L4
VRAM
1.00x
L4 has 1.00x more
Memory Bandwidth
2.00x
Need 2.00x L4
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
Tenstorrent Grayskull
Compute (FP32-eq)
0.63x
Grayskull is 1.60x faster
VRAM
3.00x
Need 3.00x Grayskull
NVIDIA GB200 NVL72
Compute (FP32-eq)
0.00x
GB200 NVL72 is 2880.00x faster
FP32 Compute
0.00x
GB200 NVL72 is 207.69x faster
VRAM
0.00x
GB200 NVL72 has 576.00x more
Memory Bandwidth
0.00x
GB200 NVL72 has 216.67x more

To match 1x Tenstorrent Grayskull

NVIDIA L4
Compute (FP32-eq)
1.65x
Need 1.65x L4
VRAM
0.33x
L4 has 3.00x more
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
NVIDIA GB200 NVL72
Compute (FP32-eq)
0.00x
GB200 NVL72 is 1800.00x faster
VRAM
0.00x
GB200 NVL72 has 1728.00x more

To match 1x NVIDIA GB200 NVL72

NVIDIA L4
Compute (FP32-eq)
2975.21x
Need 2975.21x L4
FP32 Compute
213.86x
Need 213.86x L4
VRAM
576.00x
Need 576.00x L4
Memory Bandwidth
433.33x
Need 433.33x L4
NVIDIA A40
Compute (FP32-eq)
2400.00x
Need 2400.00x A40
FP32 Compute
173.26x
Need 173.26x A40
VRAM
288.00x
Need 288.00x A40
Memory Bandwidth
186.78x
Need 186.78x A40
NVIDIA A10
Compute (FP32-eq)
2880.00x
Need 2880.00x A10
FP32 Compute
207.69x
Need 207.69x A10
VRAM
576.00x
Need 576.00x A10
Memory Bandwidth
216.67x
Need 216.67x A10
Tenstorrent Grayskull
Compute (FP32-eq)
1800.00x
Need 1800.00x Grayskull
VRAM
1728.00x
Need 1728.00x Grayskull

Pricing

Price TypeL4A40A10GrayskullGB200 NVL72
CAPEX (Street Price)$4,000
OPEX (per hour)$0.80/hr
Price per TFLOPs (FP32-eq)$66