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Showing 128 XPUs • 7 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

SpecificationAWS Inferentia2NVIDIA Quadro M60NVIDIA GeForce GTX 1080 TiNVIDIA GeForce RTX 4070 TiNVIDIA GeForce RTX 3090NVIDIA L40NVIDIA A100 SXM
ArchitectureInferentia Gen2MaxwellPascalAda LovelaceAmpereAda LovelaceAmpere
Form Factor—PCIePCIePCIePCIePCIeSXM
VRAM32 GB16 GB11 GB12 GB24 GB48 GB80 GB
Memory Bandwidth—320 GB/s484 GB/s504 GB/s936 GB/s864 GB/s2,039 GB/s
TFLOPs (FP32)—4.82511.3440.135.64519.5
TFLOPs (FP16)——————312
TFLOPs1904.82511.3480.1671181.05312
TFLOPs (FP8)———————
TDP150 W300 W250 W285 W350 W300 W400 W
Launch DateNov 2022Mar 2016Mar 2017Jan 2023Sep 2020Oct 2022May 2020

Efficiency Metrics

MetricInferentia2Quadro M60GeForce GTX 1080 TiGeForce RTX 4070 TiGeForce RTX 3090L40A100 SXM
TFLOPs per Watt (FP32-eq)0.630.020.050.140.100.300.39
Memory Bandwidth per GB—20.0 GB/s44.0 GB/s42.0 GB/s39.0 GB/s18.0 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 AWS Inferentia2

NVIDIA Quadro M60
Compute (FP32-eq)
19.69x
Need 19.69x Quadro M60
VRAM
2.00x
Need 2.00x Quadro M60
NVIDIA GeForce GTX 1080 Ti
Compute (FP32-eq)
8.38x
Need 8.38x GeForce GTX 1080 Ti
VRAM
2.91x
Need 2.91x GeForce GTX 1080 Ti
NVIDIA GeForce RTX 4070 Ti
Compute (FP32-eq)
2.37x
Need 2.37x GeForce RTX 4070 Ti
VRAM
2.67x
Need 2.67x GeForce RTX 4070 Ti
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
2.68x
Need 2.68x GeForce RTX 3090
VRAM
1.33x
Need 1.33x GeForce RTX 3090
NVIDIA L40
Compute (FP32-eq)
1.05x
Need 1.05x L40
VRAM
0.67x
L40 has 1.50x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.61x
A100 SXM is 1.64x faster
VRAM
0.40x
A100 SXM has 2.50x more

To match 1x NVIDIA Quadro M60

AWS Inferentia2
Compute (FP32-eq)
0.05x
Inferentia2 is 19.69x faster
VRAM
0.50x
Inferentia2 has 2.00x more
NVIDIA GeForce GTX 1080 Ti
Compute (FP32-eq)
0.43x
GeForce GTX 1080 Ti is 2.35x faster
FP32 Compute
0.43x
GeForce GTX 1080 Ti is 2.35x faster
VRAM
1.45x
Need 1.45x GeForce GTX 1080 Ti
Memory Bandwidth
0.66x
GeForce GTX 1080 Ti has 1.51x more
NVIDIA GeForce RTX 4070 Ti
Compute (FP32-eq)
0.12x
GeForce RTX 4070 Ti is 8.31x faster
FP32 Compute
0.12x
GeForce RTX 4070 Ti is 8.31x faster
VRAM
1.33x
Need 1.33x GeForce RTX 4070 Ti
Memory Bandwidth
0.63x
GeForce RTX 4070 Ti has 1.58x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.14x
GeForce RTX 3090 is 7.36x faster
FP32 Compute
0.14x
GeForce RTX 3090 is 7.38x faster
VRAM
0.67x
GeForce RTX 3090 has 1.50x more
Memory Bandwidth
0.34x
GeForce RTX 3090 has 2.92x more
NVIDIA L40
Compute (FP32-eq)
0.05x
L40 is 18.76x faster
FP32 Compute
0.11x
L40 is 9.33x faster
VRAM
0.33x
L40 has 3.00x more
Memory Bandwidth
0.37x
L40 has 2.70x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.03x
A100 SXM is 32.33x faster
FP32 Compute
0.25x
A100 SXM is 4.04x faster
VRAM
0.20x
A100 SXM has 5.00x more
Memory Bandwidth
0.16x
A100 SXM has 6.37x more

To match 1x NVIDIA GeForce GTX 1080 Ti

AWS Inferentia2
Compute (FP32-eq)
0.12x
Inferentia2 is 8.38x faster
VRAM
0.34x
Inferentia2 has 2.91x more
NVIDIA Quadro M60
Compute (FP32-eq)
2.35x
Need 2.35x Quadro M60
FP32 Compute
2.35x
Need 2.35x Quadro M60
VRAM
0.69x
Quadro M60 has 1.45x more
Memory Bandwidth
1.51x
Need 1.51x Quadro M60
NVIDIA GeForce RTX 4070 Ti
Compute (FP32-eq)
0.28x
GeForce RTX 4070 Ti is 3.53x faster
FP32 Compute
0.28x
GeForce RTX 4070 Ti is 3.54x faster
VRAM
0.92x
GeForce RTX 4070 Ti has 1.09x more
Memory Bandwidth
0.96x
GeForce RTX 4070 Ti has 1.04x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.32x
GeForce RTX 3090 is 3.13x faster
FP32 Compute
0.32x
GeForce RTX 3090 is 3.14x faster
VRAM
0.46x
GeForce RTX 3090 has 2.18x more
Memory Bandwidth
0.52x
GeForce RTX 3090 has 1.93x more
NVIDIA L40
Compute (FP32-eq)
0.13x
L40 is 7.98x faster
FP32 Compute
0.25x
L40 is 3.97x faster
VRAM
0.23x
L40 has 4.36x more
Memory Bandwidth
0.56x
L40 has 1.79x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.07x
A100 SXM is 13.76x faster
FP32 Compute
0.58x
A100 SXM is 1.72x faster
VRAM
0.14x
A100 SXM has 7.27x more
Memory Bandwidth
0.24x
A100 SXM has 4.21x more

To match 1x NVIDIA GeForce RTX 4070 Ti

AWS Inferentia2
Compute (FP32-eq)
0.42x
Inferentia2 is 2.37x faster
VRAM
0.38x
Inferentia2 has 2.67x more
NVIDIA Quadro M60
Compute (FP32-eq)
8.31x
Need 8.31x Quadro M60
FP32 Compute
8.31x
Need 8.31x Quadro M60
VRAM
0.75x
Quadro M60 has 1.33x more
Memory Bandwidth
1.57x
Need 1.57x Quadro M60
NVIDIA GeForce GTX 1080 Ti
Compute (FP32-eq)
3.53x
Need 3.53x GeForce GTX 1080 Ti
FP32 Compute
3.54x
Need 3.54x GeForce GTX 1080 Ti
VRAM
1.09x
Need 1.09x GeForce GTX 1080 Ti
Memory Bandwidth
1.04x
Need 1.04x GeForce GTX 1080 Ti
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
1.13x
Need 1.13x GeForce RTX 3090
FP32 Compute
1.13x
Need 1.13x GeForce RTX 3090
VRAM
0.50x
GeForce RTX 3090 has 2.00x more
Memory Bandwidth
0.54x
GeForce RTX 3090 has 1.86x more
NVIDIA L40
Compute (FP32-eq)
0.44x
L40 is 2.26x faster
FP32 Compute
0.89x
L40 is 1.12x faster
VRAM
0.25x
L40 has 4.00x more
Memory Bandwidth
0.58x
L40 has 1.71x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.26x
A100 SXM is 3.89x faster
FP32 Compute
2.06x
Need 2.06x A100 SXM
VRAM
0.15x
A100 SXM has 6.67x more
Memory Bandwidth
0.25x
A100 SXM has 4.05x more

To match 1x NVIDIA GeForce RTX 3090

AWS Inferentia2
Compute (FP32-eq)
0.37x
Inferentia2 is 2.68x faster
VRAM
0.75x
Inferentia2 has 1.33x more
NVIDIA Quadro M60
Compute (FP32-eq)
7.36x
Need 7.36x Quadro M60
FP32 Compute
7.38x
Need 7.38x Quadro M60
VRAM
1.50x
Need 1.50x Quadro M60
Memory Bandwidth
2.92x
Need 2.92x Quadro M60
NVIDIA GeForce GTX 1080 Ti
Compute (FP32-eq)
3.13x
Need 3.13x GeForce GTX 1080 Ti
FP32 Compute
3.14x
Need 3.14x GeForce GTX 1080 Ti
VRAM
2.18x
Need 2.18x GeForce GTX 1080 Ti
Memory Bandwidth
1.93x
Need 1.93x GeForce GTX 1080 Ti
NVIDIA GeForce RTX 4070 Ti
Compute (FP32-eq)
0.89x
GeForce RTX 4070 Ti is 1.13x faster
FP32 Compute
0.89x
GeForce RTX 4070 Ti is 1.13x faster
VRAM
2.00x
Need 2.00x GeForce RTX 4070 Ti
Memory Bandwidth
1.86x
Need 1.86x GeForce RTX 4070 Ti
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 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

AWS Inferentia2
Compute (FP32-eq)
0.95x
Inferentia2 is 1.05x faster
VRAM
1.50x
Need 1.50x Inferentia2
NVIDIA Quadro M60
Compute (FP32-eq)
18.76x
Need 18.76x Quadro M60
FP32 Compute
9.33x
Need 9.33x Quadro M60
VRAM
3.00x
Need 3.00x Quadro M60
Memory Bandwidth
2.70x
Need 2.70x Quadro M60
NVIDIA GeForce GTX 1080 Ti
Compute (FP32-eq)
7.98x
Need 7.98x GeForce GTX 1080 Ti
FP32 Compute
3.97x
Need 3.97x GeForce GTX 1080 Ti
VRAM
4.36x
Need 4.36x GeForce GTX 1080 Ti
Memory Bandwidth
1.79x
Need 1.79x GeForce GTX 1080 Ti
NVIDIA GeForce RTX 4070 Ti
Compute (FP32-eq)
2.26x
Need 2.26x GeForce RTX 4070 Ti
FP32 Compute
1.12x
Need 1.12x GeForce RTX 4070 Ti
VRAM
4.00x
Need 4.00x GeForce RTX 4070 Ti
Memory Bandwidth
1.71x
Need 1.71x GeForce RTX 4070 Ti
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 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 A100 SXM

AWS Inferentia2
Compute (FP32-eq)
1.64x
Need 1.64x Inferentia2
VRAM
2.50x
Need 2.50x Inferentia2
NVIDIA Quadro M60
Compute (FP32-eq)
32.33x
Need 32.33x Quadro M60
FP32 Compute
4.04x
Need 4.04x Quadro M60
VRAM
5.00x
Need 5.00x Quadro M60
Memory Bandwidth
6.37x
Need 6.37x Quadro M60
NVIDIA GeForce GTX 1080 Ti
Compute (FP32-eq)
13.76x
Need 13.76x GeForce GTX 1080 Ti
FP32 Compute
1.72x
Need 1.72x GeForce GTX 1080 Ti
VRAM
7.27x
Need 7.27x GeForce GTX 1080 Ti
Memory Bandwidth
4.21x
Need 4.21x GeForce GTX 1080 Ti
NVIDIA GeForce RTX 4070 Ti
Compute (FP32-eq)
3.89x
Need 3.89x GeForce RTX 4070 Ti
FP32 Compute
0.49x
GeForce RTX 4070 Ti is 2.06x faster
VRAM
6.67x
Need 6.67x GeForce RTX 4070 Ti
Memory Bandwidth
4.05x
Need 4.05x GeForce RTX 4070 Ti
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

Pricing

Price TypeInferentia2Quadro M60GeForce GTX 1080 TiGeForce RTX 4070 TiGeForce RTX 3090L40A100 SXM
CAPEX (Street Price)——————$15,000
OPEX (per hour)$6.49/hr$0.75/hr$0.04/hr$0.10/hr$0.11/hr$0.69/hr$4.05/hr
Price per TFLOPs (FP32-eq)——————$96