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Showing 128 XPUs • 6 selected

Alibaba

Hanguang 800

AMD

MI100

23.1 TFLOPs

AMD

MI210

181 TFLOPs

AMD

MI250X

383 TFLOPs

AMD

MI300X

1,307 TFLOPs

AMD

MI325X

1,400 TFLOPs

AMD

MI350X

2,100 TFLOPs

AMD

MI355X

5,300 TFLOPs

AMD

Radeon Pro V520

23.04 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

FuriosaAI

RNGD (Renegade)

256 TFLOPs

FuriosaAI

Warboy

Google

TPU v4

275 TFLOPs

Google

TPU v5e

197 TFLOPs

Google

TPU v5p

459 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

A10G

125 TFLOPs

NVIDIA

A16

71.2 TFLOPs

NVIDIA

A30

165 TFLOPs

NVIDIA

A40

150 TFLOPs

NVIDIA

A800

312 TFLOPs

NVIDIA

B100

1,800 TFLOPs

NVIDIA

B200

2,250 TFLOPs

NVIDIA

GB200

2,500 TFLOPs

NVIDIA

GeForce GT 710

0.366 TFLOPs

NVIDIA

GeForce GT 730

0.693 TFLOPs

NVIDIA

GeForce GTX 1050 Ti

2.138 TFLOPs

NVIDIA

GeForce GTX 1060

4.375 TFLOPs

NVIDIA

GeForce GTX 1070

6.463 TFLOPs

NVIDIA

GeForce GTX 1070 Ti

8.186 TFLOPs

NVIDIA

GeForce GTX 1080

8.873 TFLOPs

NVIDIA

GeForce GTX 1080 Ti

11.34 TFLOPs

NVIDIA

GeForce GTX 1650

2.984 TFLOPs

NVIDIA

GeForce GTX 1660

5.027 TFLOPs

NVIDIA

GeForce GTX 1660 Super

5.027 TFLOPs

NVIDIA

GeForce RTX 2060

6.5 TFLOPs

NVIDIA

GeForce RTX 2060 Super

7.2 TFLOPs

NVIDIA

GeForce RTX 2070

7.5 TFLOPs

NVIDIA

GeForce RTX 2080

10.1 TFLOPs

NVIDIA

GeForce RTX 2080 Ti

13.4 TFLOPs

NVIDIA

GeForce RTX 3050

18.2 TFLOPs

NVIDIA

GeForce RTX 3060

25.4 TFLOPs

NVIDIA

GeForce RTX 3060 Ti

33.2 TFLOPs

NVIDIA

GeForce RTX 3070

40.5 TFLOPs

NVIDIA

GeForce RTX 3070 Ti

43.2 TFLOPs

NVIDIA

GeForce RTX 3080

59.2 TFLOPs

NVIDIA

GeForce RTX 3080 Ti

68.4 TFLOPs

NVIDIA

GeForce RTX 3090

71 TFLOPs

NVIDIA

GeForce RTX 3090 Ti

80 TFLOPs

NVIDIA

GeForce RTX 4060

30 TFLOPs

NVIDIA

GeForce RTX 4060 Ti

44 TFLOPs

NVIDIA

GeForce RTX 4060 Ti 16GB

44 TFLOPs

NVIDIA

GeForce RTX 4070

58.92 TFLOPs

NVIDIA

GeForce RTX 4070 Super

70 TFLOPs

NVIDIA

GeForce RTX 4070 Ti

80.16 TFLOPs

NVIDIA

GeForce RTX 4070 Ti Super

88 TFLOPs

NVIDIA

GeForce RTX 4080

97.76 TFLOPs

NVIDIA

GeForce RTX 4080 Super

104 TFLOPs

NVIDIA

GeForce RTX 4090

165.2 TFLOPs

NVIDIA

GeForce RTX 4090 D

165 TFLOPs

NVIDIA

GeForce RTX 5060

60 TFLOPs

NVIDIA

GeForce RTX 5060 Ti

88 TFLOPs

NVIDIA

GeForce RTX 5070

110 TFLOPs

NVIDIA

GeForce RTX 5070 Ti

133 TFLOPs

NVIDIA

GeForce RTX 5080

171 TFLOPs

NVIDIA

GeForce RTX 5090

318 TFLOPs

NVIDIA

GH200

989 TFLOPs

NVIDIA

H100 SXM

1,979 TFLOPs

NVIDIA

H200 SXM

1,979 TFLOPs

NVIDIA

K80

8.73 TFLOPs

NVIDIA

L4

121 TFLOPs

NVIDIA

L40

181.05 TFLOPs

NVIDIA

L40S

733 TFLOPs

NVIDIA

P100

9.3 TFLOPs

NVIDIA

P4

5.5 TFLOPs

NVIDIA

P40

12 TFLOPs

NVIDIA

Quadro K620

0.768 TFLOPs

NVIDIA

Quadro M4000

2.57 TFLOPs

NVIDIA

Quadro M60

4.825 TFLOPs

NVIDIA

Quadro P1000

1.894 TFLOPs

NVIDIA

Quadro P4000

5.304 TFLOPs

NVIDIA

Quadro P5000

8.873 TFLOPs

NVIDIA

Quadro P600

1.117 TFLOPs

NVIDIA

Quadro P6000

12.63 TFLOPs

NVIDIA

Quadro P620

1.386 TFLOPs

NVIDIA

Quadro RTX 6000

130.5 TFLOPs

NVIDIA

RTX 4000

57.6 TFLOPs

NVIDIA

RTX 4000 SFF Ada Generation

52 TFLOPs

NVIDIA

RTX 4500 Ada Generation

97 TFLOPs

NVIDIA

RTX 5000

89.2 TFLOPs

NVIDIA

RTX 5000 Ada Generation

130 TFLOPs

NVIDIA

RTX 5000 Blackwell

242 TFLOPs

NVIDIA

RTX 5880 Ada Generation

167 TFLOPs

NVIDIA

RTX 6000 Ada Generation

182.5 TFLOPs

NVIDIA

RTX 6000 Blackwell

362 TFLOPs

NVIDIA

RTX A2000

16 TFLOPs

NVIDIA

RTX A4000

38.7 TFLOPs

NVIDIA

RTX A4500

46.6 TFLOPs

NVIDIA

RTX A5000

54.2 TFLOPs

NVIDIA

RTX A6000

77.9 TFLOPs

NVIDIA

T1000

2.5 TFLOPs

NVIDIA

T4

65 TFLOPs

NVIDIA

T4G

65 TFLOPs

NVIDIA

V100S

16.4 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 P40NVIDIA GeForce RTX 2080NVIDIA GeForce RTX 3090NVIDIA L40NVIDIA P100NVIDIA A100 SXM
ArchitecturePascalTuringAmpereAda LovelacePascalAmpere
Form FactorPCIePCIePCIePCIeSXMSXM
VRAM24 GB8 GB24 GB48 GB16 GB80 GB
Memory Bandwidth346 GB/s448 GB/s936 GB/s864 GB/s732 GB/s2,039 GB/s
TFLOPs (FP32)1210.135.6459.319.5
TFLOPs (FP16)—————312
TFLOPs1210.171181.059.3312
TFLOPs (FP8)——————
TDP250 W215 W350 W300 W300 W400 W
Launch DateSep 2016Sep 2018Sep 2020Oct 2022Apr 2016May 2020

Efficiency Metrics

MetricP40GeForce RTX 2080GeForce RTX 3090L40P100A100 SXM
TFLOPs per Watt (FP32-eq)0.050.050.100.300.030.39
Memory Bandwidth per GB14.4 GB/s56.0 GB/s39.0 GB/s18.0 GB/s45.8 GB/s25.5 GB/s

Performance Equivalence

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

To match 1x NVIDIA P40

NVIDIA GeForce RTX 2080
Compute (FP32-eq)
1.19x
Need 1.19x GeForce RTX 2080
FP32 Compute
1.19x
Need 1.19x GeForce RTX 2080
VRAM
3.00x
Need 3.00x GeForce RTX 2080
Memory Bandwidth
0.77x
GeForce RTX 2080 has 1.29x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.34x
GeForce RTX 3090 is 2.96x faster
FP32 Compute
0.34x
GeForce RTX 3090 is 2.97x faster
VRAM
1.00x
GeForce RTX 3090 has 1.00x more
Memory Bandwidth
0.37x
GeForce RTX 3090 has 2.71x more
NVIDIA L40
Compute (FP32-eq)
0.13x
L40 is 7.54x faster
FP32 Compute
0.27x
L40 is 3.75x faster
VRAM
0.50x
L40 has 2.00x more
Memory Bandwidth
0.40x
L40 has 2.50x more
NVIDIA P100
Compute (FP32-eq)
1.29x
Need 1.29x P100
FP32 Compute
1.29x
Need 1.29x P100
VRAM
1.50x
Need 1.50x P100
Memory Bandwidth
0.47x
P100 has 2.12x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.08x
A100 SXM is 13.00x faster
FP32 Compute
0.62x
A100 SXM is 1.63x faster
VRAM
0.30x
A100 SXM has 3.33x more
Memory Bandwidth
0.17x
A100 SXM has 5.89x more

To match 1x NVIDIA GeForce RTX 2080

NVIDIA P40
Compute (FP32-eq)
0.84x
P40 is 1.19x faster
FP32 Compute
0.84x
P40 is 1.19x faster
VRAM
0.33x
P40 has 3.00x more
Memory Bandwidth
1.29x
Need 1.29x P40
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.28x
GeForce RTX 3090 is 3.51x faster
FP32 Compute
0.28x
GeForce RTX 3090 is 3.52x faster
VRAM
0.33x
GeForce RTX 3090 has 3.00x more
Memory Bandwidth
0.48x
GeForce RTX 3090 has 2.09x more
NVIDIA L40
Compute (FP32-eq)
0.11x
L40 is 8.96x faster
FP32 Compute
0.22x
L40 is 4.46x faster
VRAM
0.17x
L40 has 6.00x more
Memory Bandwidth
0.52x
L40 has 1.93x more
NVIDIA P100
Compute (FP32-eq)
1.09x
Need 1.09x P100
FP32 Compute
1.09x
Need 1.09x P100
VRAM
0.50x
P100 has 2.00x more
Memory Bandwidth
0.61x
P100 has 1.63x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.06x
A100 SXM is 15.45x faster
FP32 Compute
0.52x
A100 SXM is 1.93x faster
VRAM
0.10x
A100 SXM has 10.00x more
Memory Bandwidth
0.22x
A100 SXM has 4.55x more

To match 1x NVIDIA GeForce RTX 3090

NVIDIA P40
Compute (FP32-eq)
2.96x
Need 2.96x P40
FP32 Compute
2.97x
Need 2.97x P40
VRAM
1.00x
P40 has 1.00x more
Memory Bandwidth
2.71x
Need 2.71x P40
NVIDIA GeForce RTX 2080
Compute (FP32-eq)
3.51x
Need 3.51x GeForce RTX 2080
FP32 Compute
3.52x
Need 3.52x GeForce RTX 2080
VRAM
3.00x
Need 3.00x GeForce RTX 2080
Memory Bandwidth
2.09x
Need 2.09x GeForce RTX 2080
NVIDIA L40
Compute (FP32-eq)
0.39x
L40 is 2.55x faster
FP32 Compute
0.79x
L40 is 1.26x faster
VRAM
0.50x
L40 has 2.00x more
Memory Bandwidth
1.08x
Need 1.08x L40
NVIDIA P100
Compute (FP32-eq)
3.82x
Need 3.82x P100
FP32 Compute
3.83x
Need 3.83x P100
VRAM
1.50x
Need 1.50x P100
Memory Bandwidth
1.28x
Need 1.28x P100
NVIDIA A100 SXM
Compute (FP32-eq)
0.23x
A100 SXM is 4.39x faster
FP32 Compute
1.83x
Need 1.83x A100 SXM
VRAM
0.30x
A100 SXM has 3.33x more
Memory Bandwidth
0.46x
A100 SXM has 2.18x more

To match 1x NVIDIA L40

NVIDIA P40
Compute (FP32-eq)
7.54x
Need 7.54x P40
FP32 Compute
3.75x
Need 3.75x P40
VRAM
2.00x
Need 2.00x P40
Memory Bandwidth
2.50x
Need 2.50x P40
NVIDIA GeForce RTX 2080
Compute (FP32-eq)
8.96x
Need 8.96x GeForce RTX 2080
FP32 Compute
4.46x
Need 4.46x GeForce RTX 2080
VRAM
6.00x
Need 6.00x GeForce RTX 2080
Memory Bandwidth
1.93x
Need 1.93x GeForce RTX 2080
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
2.55x
Need 2.55x GeForce RTX 3090
FP32 Compute
1.26x
Need 1.26x GeForce RTX 3090
VRAM
2.00x
Need 2.00x GeForce RTX 3090
Memory Bandwidth
0.92x
GeForce RTX 3090 has 1.08x more
NVIDIA P100
Compute (FP32-eq)
9.73x
Need 9.73x P100
FP32 Compute
4.84x
Need 4.84x P100
VRAM
3.00x
Need 3.00x P100
Memory Bandwidth
1.18x
Need 1.18x P100
NVIDIA A100 SXM
Compute (FP32-eq)
0.58x
A100 SXM is 1.72x faster
FP32 Compute
2.31x
Need 2.31x A100 SXM
VRAM
0.60x
A100 SXM has 1.67x more
Memory Bandwidth
0.42x
A100 SXM has 2.36x more

To match 1x NVIDIA P100

NVIDIA P40
Compute (FP32-eq)
0.78x
P40 is 1.29x faster
FP32 Compute
0.78x
P40 is 1.29x faster
VRAM
0.67x
P40 has 1.50x more
Memory Bandwidth
2.12x
Need 2.12x P40
NVIDIA GeForce RTX 2080
Compute (FP32-eq)
0.92x
GeForce RTX 2080 is 1.09x faster
FP32 Compute
0.92x
GeForce RTX 2080 is 1.09x faster
VRAM
2.00x
Need 2.00x GeForce RTX 2080
Memory Bandwidth
1.63x
Need 1.63x GeForce RTX 2080
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.26x
GeForce RTX 3090 is 3.82x faster
FP32 Compute
0.26x
GeForce RTX 3090 is 3.83x faster
VRAM
0.67x
GeForce RTX 3090 has 1.50x more
Memory Bandwidth
0.78x
GeForce RTX 3090 has 1.28x more
NVIDIA L40
Compute (FP32-eq)
0.10x
L40 is 9.73x faster
FP32 Compute
0.21x
L40 is 4.84x faster
VRAM
0.33x
L40 has 3.00x more
Memory Bandwidth
0.85x
L40 has 1.18x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.06x
A100 SXM is 16.77x faster
FP32 Compute
0.48x
A100 SXM is 2.10x faster
VRAM
0.20x
A100 SXM has 5.00x more
Memory Bandwidth
0.36x
A100 SXM has 2.79x more

To match 1x NVIDIA A100 SXM

NVIDIA P40
Compute (FP32-eq)
13.00x
Need 13.00x P40
FP32 Compute
1.63x
Need 1.63x P40
VRAM
3.33x
Need 3.33x P40
Memory Bandwidth
5.89x
Need 5.89x P40
NVIDIA GeForce RTX 2080
Compute (FP32-eq)
15.45x
Need 15.45x GeForce RTX 2080
FP32 Compute
1.93x
Need 1.93x GeForce RTX 2080
VRAM
10.00x
Need 10.00x GeForce RTX 2080
Memory Bandwidth
4.55x
Need 4.55x GeForce RTX 2080
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
4.39x
Need 4.39x GeForce RTX 3090
FP32 Compute
0.55x
GeForce RTX 3090 is 1.83x faster
VRAM
3.33x
Need 3.33x GeForce RTX 3090
Memory Bandwidth
2.18x
Need 2.18x GeForce RTX 3090
NVIDIA L40
Compute (FP32-eq)
1.72x
Need 1.72x L40
FP32 Compute
0.43x
L40 is 2.31x faster
VRAM
1.67x
Need 1.67x L40
Memory Bandwidth
2.36x
Need 2.36x L40
NVIDIA P100
Compute (FP32-eq)
16.77x
Need 16.77x P100
FP32 Compute
2.10x
Need 2.10x P100
VRAM
5.00x
Need 5.00x P100
Memory Bandwidth
2.79x
Need 2.79x P100

Pricing

Price TypeP40GeForce RTX 2080GeForce RTX 3090L40P100A100 SXM
CAPEX (Street Price)—————$15,000
OPEX (per hour)$2.07/hr$0.07/hr$0.11/hr$0.69/hr$0.28/hr$4.05/hr
Price per TFLOPs (FP32-eq)—————$96