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 A40AMD MI250XAMD MI210Tenstorrent GrayskullNVIDIA H100 SXM
ArchitectureAmpereCDNA 2CDNA 2Tensix CoreHopper
Form FactorPCIeOAMPCIeSXM
VRAM48 GB128 GB64 GB8 GB80 GB
Memory Bandwidth696 GB/s3,277 GB/s1,638 GB/s3,350 GB/s
TFLOPs (FP32)37.447.945.367
TFLOPs (FP16)1503831811,979
TFLOPs1503831812001,979
TFLOPs (FP8)3,958
TDP300 W560 W300 W65 W700 W
Launch DateOct 2020Nov 2021Jan 2022Mar 2021Sep 2022

Efficiency Metrics

MetricA40MI250XMI210GrayskullH100 SXM
TFLOPs per Watt (FP32-eq)0.250.340.301.541.41
Memory Bandwidth per GB14.5 GB/s25.6 GB/s25.6 GB/s41.9 GB/s

Performance Equivalence

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

To match 1x NVIDIA A40

AMD MI250X
Compute (FP32-eq)
0.39x
MI250X is 2.55x faster
FP32 Compute
0.78x
MI250X is 1.28x faster
VRAM
0.38x
MI250X has 2.67x more
Memory Bandwidth
0.21x
MI250X has 4.71x more
AMD MI210
Compute (FP32-eq)
0.83x
MI210 is 1.21x faster
FP32 Compute
0.83x
MI210 is 1.21x faster
VRAM
0.75x
MI210 has 1.33x more
Memory Bandwidth
0.42x
MI210 has 2.35x more
Tenstorrent Grayskull
Compute (FP32-eq)
0.75x
Grayskull is 1.33x faster
VRAM
6.00x
Need 6.00x Grayskull
NVIDIA H100 SXM
Compute (FP32-eq)
0.08x
H100 SXM is 13.19x faster
FP32 Compute
0.56x
H100 SXM is 1.79x faster
VRAM
0.60x
H100 SXM has 1.67x more
Memory Bandwidth
0.21x
H100 SXM has 4.81x more

To match 1x AMD MI250X

NVIDIA A40
Compute (FP32-eq)
2.55x
Need 2.55x A40
FP32 Compute
1.28x
Need 1.28x A40
VRAM
2.67x
Need 2.67x A40
Memory Bandwidth
4.71x
Need 4.71x A40
AMD MI210
Compute (FP32-eq)
2.12x
Need 2.12x MI210
FP32 Compute
1.06x
Need 1.06x MI210
VRAM
2.00x
Need 2.00x MI210
Memory Bandwidth
2.00x
Need 2.00x MI210
Tenstorrent Grayskull
Compute (FP32-eq)
1.92x
Need 1.92x Grayskull
VRAM
16.00x
Need 16.00x Grayskull
NVIDIA H100 SXM
Compute (FP32-eq)
0.19x
H100 SXM is 5.17x faster
FP32 Compute
0.71x
H100 SXM is 1.40x faster
VRAM
1.60x
Need 1.60x H100 SXM
Memory Bandwidth
0.98x
H100 SXM has 1.02x more

To match 1x AMD MI210

NVIDIA A40
Compute (FP32-eq)
1.21x
Need 1.21x A40
FP32 Compute
1.21x
Need 1.21x A40
VRAM
1.33x
Need 1.33x A40
Memory Bandwidth
2.35x
Need 2.35x A40
AMD MI250X
Compute (FP32-eq)
0.47x
MI250X is 2.12x faster
FP32 Compute
0.95x
MI250X is 1.06x faster
VRAM
0.50x
MI250X has 2.00x more
Memory Bandwidth
0.50x
MI250X has 2.00x more
Tenstorrent Grayskull
Compute (FP32-eq)
0.91x
Grayskull is 1.10x faster
VRAM
8.00x
Need 8.00x Grayskull
NVIDIA H100 SXM
Compute (FP32-eq)
0.09x
H100 SXM is 10.93x faster
FP32 Compute
0.68x
H100 SXM is 1.48x faster
VRAM
0.80x
H100 SXM has 1.25x more
Memory Bandwidth
0.49x
H100 SXM has 2.05x 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
AMD MI250X
Compute (FP32-eq)
0.52x
MI250X is 1.91x faster
VRAM
0.06x
MI250X has 16.00x more
AMD MI210
Compute (FP32-eq)
1.10x
Need 1.10x MI210
VRAM
0.13x
MI210 has 8.00x more
NVIDIA H100 SXM
Compute (FP32-eq)
0.10x
H100 SXM is 9.90x faster
VRAM
0.10x
H100 SXM has 10.00x more

To match 1x NVIDIA H100 SXM

NVIDIA A40
Compute (FP32-eq)
13.19x
Need 13.19x A40
FP32 Compute
1.79x
Need 1.79x A40
VRAM
1.67x
Need 1.67x A40
Memory Bandwidth
4.81x
Need 4.81x A40
AMD MI250X
Compute (FP32-eq)
5.17x
Need 5.17x MI250X
FP32 Compute
1.40x
Need 1.40x MI250X
VRAM
0.63x
MI250X has 1.60x more
Memory Bandwidth
1.02x
Need 1.02x MI250X
AMD MI210
Compute (FP32-eq)
10.93x
Need 10.93x MI210
FP32 Compute
1.48x
Need 1.48x MI210
VRAM
1.25x
Need 1.25x MI210
Memory Bandwidth
2.05x
Need 2.05x MI210
Tenstorrent Grayskull
Compute (FP32-eq)
9.89x
Need 9.89x Grayskull
VRAM
10.00x
Need 10.00x Grayskull

Pricing

Price TypeA40MI250XMI210GrayskullH100 SXM
CAPEX (Street Price)$12,000$6,000$30,000
OPEX (per hour)$2.00/hr$3.50/hr
Price per TFLOPs (FP32-eq)$63$66$30