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Showing 72 XPUs • 4 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

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 MI100Tenstorrent GrayskullIntel Data Center GPU Max 1550
ArchitectureAmpereCDNATensix CorePonte Vecchio
Form FactorPCIePCIe—OAM
VRAM48 GB32 GB8 GB128 GB
Memory Bandwidth696 GB/s1,228 GB/s—3,277 GB/s
TFLOPs (FP32)37.423.1—52
TFLOPs (FP16)150184.6—419
TFLOPs15023.1200419
TFLOPs (FP8)————
TDP300 W300 W65 W600 W
Launch DateOct 2020Nov 2020Mar 2021Jan 2023

Efficiency Metrics

MetricA40MI100GrayskullData Center GPU Max 1550
TFLOPs per Watt (FP32-eq)0.250.081.540.35
Memory Bandwidth per GB14.5 GB/s38.4 GB/s—25.6 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 MI100
Compute (FP32-eq)
3.25x
Need 3.25x MI100
FP32 Compute
1.62x
Need 1.62x MI100
VRAM
1.50x
Need 1.50x MI100
Memory Bandwidth
0.57x
MI100 has 1.76x more
Tenstorrent Grayskull
Compute (FP32-eq)
0.75x
Grayskull is 1.33x faster
VRAM
6.00x
Need 6.00x Grayskull
Intel Data Center GPU Max 1550
Compute (FP32-eq)
0.36x
Data Center GPU Max 1550 is 2.79x faster
FP32 Compute
0.72x
Data Center GPU Max 1550 is 1.39x faster
VRAM
0.38x
Data Center GPU Max 1550 has 2.67x more
Memory Bandwidth
0.21x
Data Center GPU Max 1550 has 4.71x more

To match 1x AMD MI100

NVIDIA A40
Compute (FP32-eq)
0.31x
A40 is 3.25x faster
FP32 Compute
0.62x
A40 is 1.62x faster
VRAM
0.67x
A40 has 1.50x more
Memory Bandwidth
1.76x
Need 1.76x A40
Tenstorrent Grayskull
Compute (FP32-eq)
0.23x
Grayskull is 4.33x faster
VRAM
4.00x
Need 4.00x Grayskull
Intel Data Center GPU Max 1550
Compute (FP32-eq)
0.11x
Data Center GPU Max 1550 is 9.07x faster
FP32 Compute
0.44x
Data Center GPU Max 1550 is 2.25x faster
VRAM
0.25x
Data Center GPU Max 1550 has 4.00x more
Memory Bandwidth
0.37x
Data Center GPU Max 1550 has 2.67x 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 MI100
Compute (FP32-eq)
4.33x
Need 4.33x MI100
VRAM
0.25x
MI100 has 4.00x more
Intel Data Center GPU Max 1550
Compute (FP32-eq)
0.48x
Data Center GPU Max 1550 is 2.10x faster
VRAM
0.06x
Data Center GPU Max 1550 has 16.00x more

To match 1x Intel Data Center GPU Max 1550

NVIDIA A40
Compute (FP32-eq)
2.79x
Need 2.79x A40
FP32 Compute
1.39x
Need 1.39x A40
VRAM
2.67x
Need 2.67x A40
Memory Bandwidth
4.71x
Need 4.71x A40
AMD MI100
Compute (FP32-eq)
9.07x
Need 9.07x MI100
FP32 Compute
2.25x
Need 2.25x MI100
VRAM
4.00x
Need 4.00x MI100
Memory Bandwidth
2.67x
Need 2.67x MI100
Tenstorrent Grayskull
Compute (FP32-eq)
2.10x
Need 2.10x Grayskull
VRAM
16.00x
Need 16.00x Grayskull

Pricing

Price TypeA40MI100GrayskullData Center GPU Max 1550
CAPEX (Street Price)———$10,000
OPEX (per hour)————
Price per TFLOPs (FP32-eq)———$48