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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 A40NVIDIA H100 SXMNVIDIA GeForce RTX 4090AMD MI300A
ArchitectureAmpereHopperAda LovelaceCDNA 3
Form FactorPCIeSXMPCIeOAM
VRAM48 GB80 GB24 GB128 GB
Memory Bandwidth696 GB/s3,350 GB/s1,008 GB/s5,300 GB/s
TFLOPs (FP32)37.46782.6122.6
TFLOPs (FP16)1501,979165.2980.6
TFLOPs1501,979165.2980.6
TFLOPs (FP8)—3,958——
TDP300 W700 W450 W760 W
Launch DateOct 2020Sep 2022Oct 2022Dec 2023

Efficiency Metrics

MetricA40H100 SXMGeForce RTX 4090MI300A
TFLOPs per Watt (FP32-eq)0.251.410.180.65
Memory Bandwidth per GB14.5 GB/s41.9 GB/s42.0 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 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
NVIDIA GeForce RTX 4090
Compute (FP32-eq)
0.91x
GeForce RTX 4090 is 1.10x faster
FP32 Compute
0.45x
GeForce RTX 4090 is 2.21x faster
VRAM
2.00x
Need 2.00x GeForce RTX 4090
Memory Bandwidth
0.69x
GeForce RTX 4090 has 1.45x more
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 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
NVIDIA GeForce RTX 4090
Compute (FP32-eq)
11.98x
Need 11.98x GeForce RTX 4090
FP32 Compute
0.81x
GeForce RTX 4090 is 1.23x faster
VRAM
3.33x
Need 3.33x GeForce RTX 4090
Memory Bandwidth
3.32x
Need 3.32x GeForce RTX 4090
AMD MI300A
Compute (FP32-eq)
2.02x
Need 2.02x MI300A
FP32 Compute
0.55x
MI300A is 1.83x faster
VRAM
0.63x
MI300A has 1.60x more
Memory Bandwidth
0.63x
MI300A has 1.58x more

To match 1x NVIDIA GeForce RTX 4090

NVIDIA A40
Compute (FP32-eq)
1.10x
Need 1.10x A40
FP32 Compute
2.21x
Need 2.21x A40
VRAM
0.50x
A40 has 2.00x more
Memory Bandwidth
1.45x
Need 1.45x A40
NVIDIA H100 SXM
Compute (FP32-eq)
0.08x
H100 SXM is 11.98x faster
FP32 Compute
1.23x
Need 1.23x H100 SXM
VRAM
0.30x
H100 SXM has 3.33x more
Memory Bandwidth
0.30x
H100 SXM has 3.32x more
AMD MI300A
Compute (FP32-eq)
0.17x
MI300A is 5.94x faster
FP32 Compute
0.67x
MI300A is 1.48x faster
VRAM
0.19x
MI300A has 5.33x more
Memory Bandwidth
0.19x
MI300A has 5.26x 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 H100 SXM
Compute (FP32-eq)
0.50x
H100 SXM is 2.02x faster
FP32 Compute
1.83x
Need 1.83x H100 SXM
VRAM
1.60x
Need 1.60x H100 SXM
Memory Bandwidth
1.58x
Need 1.58x H100 SXM
NVIDIA GeForce RTX 4090
Compute (FP32-eq)
5.94x
Need 5.94x GeForce RTX 4090
FP32 Compute
1.48x
Need 1.48x GeForce RTX 4090
VRAM
5.33x
Need 5.33x GeForce RTX 4090
Memory Bandwidth
5.26x
Need 5.26x GeForce RTX 4090

Pricing

Price TypeA40H100 SXMGeForce RTX 4090MI300A
CAPEX (Street Price)—$30,000——
OPEX (per hour)—$3.50/hr——
Price per TFLOPs (FP32-eq)—$30——