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Showing 128 XPUs • 8 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

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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

SpecificationIntel Habana Gaudi 2Cerebras WSE-3NVIDIA L40SNVIDIA GeForce GTX 1050 TiNVIDIA GeForce RTX 4070 TiNVIDIA RTX 5000NVIDIA GeForce RTX 3090NVIDIA A100 SXM
ArchitectureGaudi Gen2Wafer Scale EngineAda LovelacePascalAda LovelaceTuringAmpereAmpere
Form FactorOAM—PCIePCIePCIePCIePCIeSXM
VRAM96 GB44 GB48 GB4 GB12 GB16 GB24 GB80 GB
Memory Bandwidth2,450 GB/s—864 GB/s112 GB/s504 GB/s448 GB/s936 GB/s2,039 GB/s
TFLOPs (FP32)——91.62.13840.111.235.619.5
TFLOPs (FP16)——733————312
TFLOPs432—7332.13880.1689.271312
TFLOPs (FP8)——1,466—————
TDP600 W23000 W350 W75 W285 W265 W350 W400 W
Launch DateMay 2022Mar 2024Oct 2023Oct 2016Jan 2023Aug 2018Sep 2020May 2020

Efficiency Metrics

MetricGaudi 2WSE-3L40SGeForce GTX 1050 TiGeForce RTX 4070 TiRTX 5000GeForce RTX 3090A100 SXM
TFLOPs per Watt (FP32-eq)0.36—1.050.030.140.170.100.39
Memory Bandwidth per GB25.5 GB/s—18.0 GB/s28.0 GB/s42.0 GB/s28.0 GB/s39.0 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 Intel Habana Gaudi 2

Cerebras WSE-3
VRAM
2.18x
Need 2.18x WSE-3
NVIDIA L40S
Compute (FP32-eq)
0.59x
L40S is 1.70x faster
VRAM
2.00x
Need 2.00x L40S
Memory Bandwidth
2.84x
Need 2.84x L40S
NVIDIA GeForce GTX 1050 Ti
Compute (FP32-eq)
101.03x
Need 101.03x GeForce GTX 1050 Ti
VRAM
24.00x
Need 24.00x GeForce GTX 1050 Ti
Memory Bandwidth
21.88x
Need 21.88x GeForce GTX 1050 Ti
NVIDIA GeForce RTX 4070 Ti
Compute (FP32-eq)
5.39x
Need 5.39x GeForce RTX 4070 Ti
VRAM
8.00x
Need 8.00x GeForce RTX 4070 Ti
Memory Bandwidth
4.86x
Need 4.86x GeForce RTX 4070 Ti
NVIDIA RTX 5000
Compute (FP32-eq)
4.84x
Need 4.84x RTX 5000
VRAM
6.00x
Need 6.00x RTX 5000
Memory Bandwidth
5.47x
Need 5.47x RTX 5000
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
6.08x
Need 6.08x GeForce RTX 3090
VRAM
4.00x
Need 4.00x GeForce RTX 3090
Memory Bandwidth
2.62x
Need 2.62x GeForce RTX 3090
NVIDIA A100 SXM
Compute (FP32-eq)
1.38x
Need 1.38x A100 SXM
VRAM
1.20x
Need 1.20x A100 SXM
Memory Bandwidth
1.20x
Need 1.20x A100 SXM

To match 1x Cerebras WSE-3

Intel Habana Gaudi 2
VRAM
0.46x
Gaudi 2 has 2.18x more
NVIDIA L40S
VRAM
0.92x
L40S has 1.09x more
NVIDIA GeForce GTX 1050 Ti
VRAM
11.00x
Need 11.00x GeForce GTX 1050 Ti
NVIDIA GeForce RTX 4070 Ti
VRAM
3.67x
Need 3.67x GeForce RTX 4070 Ti
NVIDIA RTX 5000
VRAM
2.75x
Need 2.75x RTX 5000
NVIDIA GeForce RTX 3090
VRAM
1.83x
Need 1.83x GeForce RTX 3090
NVIDIA A100 SXM
VRAM
0.55x
A100 SXM has 1.82x more

To match 1x NVIDIA L40S

Intel Habana Gaudi 2
Compute (FP32-eq)
1.70x
Need 1.70x Gaudi 2
VRAM
0.50x
Gaudi 2 has 2.00x more
Memory Bandwidth
0.35x
Gaudi 2 has 2.84x more
Cerebras WSE-3
VRAM
1.09x
Need 1.09x WSE-3
NVIDIA GeForce GTX 1050 Ti
Compute (FP32-eq)
171.42x
Need 171.42x GeForce GTX 1050 Ti
FP32 Compute
42.84x
Need 42.84x GeForce GTX 1050 Ti
VRAM
12.00x
Need 12.00x GeForce GTX 1050 Ti
Memory Bandwidth
7.71x
Need 7.71x GeForce GTX 1050 Ti
NVIDIA GeForce RTX 4070 Ti
Compute (FP32-eq)
9.14x
Need 9.14x GeForce RTX 4070 Ti
FP32 Compute
2.28x
Need 2.28x 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 RTX 5000
Compute (FP32-eq)
8.22x
Need 8.22x RTX 5000
FP32 Compute
8.18x
Need 8.18x RTX 5000
VRAM
3.00x
Need 3.00x RTX 5000
Memory Bandwidth
1.93x
Need 1.93x RTX 5000
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
10.32x
Need 10.32x GeForce RTX 3090
FP32 Compute
2.57x
Need 2.57x 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)
2.35x
Need 2.35x A100 SXM
FP32 Compute
4.70x
Need 4.70x 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 GeForce GTX 1050 Ti

Intel Habana Gaudi 2
Compute (FP32-eq)
0.01x
Gaudi 2 is 101.03x faster
VRAM
0.04x
Gaudi 2 has 24.00x more
Memory Bandwidth
0.05x
Gaudi 2 has 21.88x more
Cerebras WSE-3
VRAM
0.09x
WSE-3 has 11.00x more
NVIDIA L40S
Compute (FP32-eq)
0.01x
L40S is 171.42x faster
FP32 Compute
0.02x
L40S is 42.84x faster
VRAM
0.08x
L40S has 12.00x more
Memory Bandwidth
0.13x
L40S has 7.71x more
NVIDIA GeForce RTX 4070 Ti
Compute (FP32-eq)
0.05x
GeForce RTX 4070 Ti is 18.75x faster
FP32 Compute
0.05x
GeForce RTX 4070 Ti is 18.76x faster
VRAM
0.33x
GeForce RTX 4070 Ti has 3.00x more
Memory Bandwidth
0.22x
GeForce RTX 4070 Ti has 4.50x more
NVIDIA RTX 5000
Compute (FP32-eq)
0.05x
RTX 5000 is 20.86x faster
FP32 Compute
0.19x
RTX 5000 is 5.24x faster
VRAM
0.25x
RTX 5000 has 4.00x more
Memory Bandwidth
0.25x
RTX 5000 has 4.00x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.06x
GeForce RTX 3090 is 16.60x faster
FP32 Compute
0.06x
GeForce RTX 3090 is 16.65x faster
VRAM
0.17x
GeForce RTX 3090 has 6.00x more
Memory Bandwidth
0.12x
GeForce RTX 3090 has 8.36x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.01x
A100 SXM is 72.97x faster
FP32 Compute
0.11x
A100 SXM is 9.12x faster
VRAM
0.05x
A100 SXM has 20.00x more
Memory Bandwidth
0.05x
A100 SXM has 18.21x more

To match 1x NVIDIA GeForce RTX 4070 Ti

Intel Habana Gaudi 2
Compute (FP32-eq)
0.19x
Gaudi 2 is 5.39x faster
VRAM
0.13x
Gaudi 2 has 8.00x more
Memory Bandwidth
0.21x
Gaudi 2 has 4.86x more
Cerebras WSE-3
VRAM
0.27x
WSE-3 has 3.67x more
NVIDIA L40S
Compute (FP32-eq)
0.11x
L40S is 9.14x faster
FP32 Compute
0.44x
L40S is 2.28x faster
VRAM
0.25x
L40S has 4.00x more
Memory Bandwidth
0.58x
L40S has 1.71x more
NVIDIA GeForce GTX 1050 Ti
Compute (FP32-eq)
18.75x
Need 18.75x GeForce GTX 1050 Ti
FP32 Compute
18.76x
Need 18.76x GeForce GTX 1050 Ti
VRAM
3.00x
Need 3.00x GeForce GTX 1050 Ti
Memory Bandwidth
4.50x
Need 4.50x GeForce GTX 1050 Ti
NVIDIA RTX 5000
Compute (FP32-eq)
0.90x
RTX 5000 is 1.11x faster
FP32 Compute
3.58x
Need 3.58x RTX 5000
VRAM
0.75x
RTX 5000 has 1.33x more
Memory Bandwidth
1.13x
Need 1.13x RTX 5000
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 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 RTX 5000

Intel Habana Gaudi 2
Compute (FP32-eq)
0.21x
Gaudi 2 is 4.84x faster
VRAM
0.17x
Gaudi 2 has 6.00x more
Memory Bandwidth
0.18x
Gaudi 2 has 5.47x more
Cerebras WSE-3
VRAM
0.36x
WSE-3 has 2.75x more
NVIDIA L40S
Compute (FP32-eq)
0.12x
L40S is 8.22x faster
FP32 Compute
0.12x
L40S is 8.18x faster
VRAM
0.33x
L40S has 3.00x more
Memory Bandwidth
0.52x
L40S has 1.93x more
NVIDIA GeForce GTX 1050 Ti
Compute (FP32-eq)
20.86x
Need 20.86x GeForce GTX 1050 Ti
FP32 Compute
5.24x
Need 5.24x GeForce GTX 1050 Ti
VRAM
4.00x
Need 4.00x GeForce GTX 1050 Ti
Memory Bandwidth
4.00x
Need 4.00x GeForce GTX 1050 Ti
NVIDIA GeForce RTX 4070 Ti
Compute (FP32-eq)
1.11x
Need 1.11x GeForce RTX 4070 Ti
FP32 Compute
0.28x
GeForce RTX 4070 Ti is 3.58x faster
VRAM
1.33x
Need 1.33x GeForce RTX 4070 Ti
Memory Bandwidth
0.89x
GeForce RTX 4070 Ti has 1.13x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
1.26x
Need 1.26x GeForce RTX 3090
FP32 Compute
0.31x
GeForce RTX 3090 is 3.18x faster
VRAM
0.67x
GeForce RTX 3090 has 1.50x more
Memory Bandwidth
0.48x
GeForce RTX 3090 has 2.09x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.29x
A100 SXM is 3.50x faster
FP32 Compute
0.57x
A100 SXM is 1.74x faster
VRAM
0.20x
A100 SXM has 5.00x more
Memory Bandwidth
0.22x
A100 SXM has 4.55x more

To match 1x NVIDIA GeForce RTX 3090

Intel Habana Gaudi 2
Compute (FP32-eq)
0.16x
Gaudi 2 is 6.08x faster
VRAM
0.25x
Gaudi 2 has 4.00x more
Memory Bandwidth
0.38x
Gaudi 2 has 2.62x more
Cerebras WSE-3
VRAM
0.55x
WSE-3 has 1.83x more
NVIDIA L40S
Compute (FP32-eq)
0.10x
L40S is 10.32x faster
FP32 Compute
0.39x
L40S is 2.57x faster
VRAM
0.50x
L40S has 2.00x more
Memory Bandwidth
1.08x
Need 1.08x L40S
NVIDIA GeForce GTX 1050 Ti
Compute (FP32-eq)
16.60x
Need 16.60x GeForce GTX 1050 Ti
FP32 Compute
16.65x
Need 16.65x GeForce GTX 1050 Ti
VRAM
6.00x
Need 6.00x GeForce GTX 1050 Ti
Memory Bandwidth
8.36x
Need 8.36x GeForce GTX 1050 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 RTX 5000
Compute (FP32-eq)
0.80x
RTX 5000 is 1.26x faster
FP32 Compute
3.18x
Need 3.18x RTX 5000
VRAM
1.50x
Need 1.50x RTX 5000
Memory Bandwidth
2.09x
Need 2.09x RTX 5000
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 A100 SXM

Intel Habana Gaudi 2
Compute (FP32-eq)
0.72x
Gaudi 2 is 1.38x faster
VRAM
0.83x
Gaudi 2 has 1.20x more
Memory Bandwidth
0.83x
Gaudi 2 has 1.20x more
Cerebras WSE-3
VRAM
1.82x
Need 1.82x WSE-3
NVIDIA L40S
Compute (FP32-eq)
0.43x
L40S is 2.35x faster
FP32 Compute
0.21x
L40S is 4.70x faster
VRAM
1.67x
Need 1.67x L40S
Memory Bandwidth
2.36x
Need 2.36x L40S
NVIDIA GeForce GTX 1050 Ti
Compute (FP32-eq)
72.97x
Need 72.97x GeForce GTX 1050 Ti
FP32 Compute
9.12x
Need 9.12x GeForce GTX 1050 Ti
VRAM
20.00x
Need 20.00x GeForce GTX 1050 Ti
Memory Bandwidth
18.21x
Need 18.21x GeForce GTX 1050 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 RTX 5000
Compute (FP32-eq)
3.50x
Need 3.50x RTX 5000
FP32 Compute
1.74x
Need 1.74x RTX 5000
VRAM
5.00x
Need 5.00x RTX 5000
Memory Bandwidth
4.55x
Need 4.55x RTX 5000
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

Pricing

Price TypeGaudi 2WSE-3L40SGeForce GTX 1050 TiGeForce RTX 4070 TiRTX 5000GeForce RTX 3090A100 SXM
CAPEX (Street Price)——$10,000————$15,000
OPEX (per hour)——$1.50/hr$0.04/hr$0.10/hr$0.82/hr$0.11/hr$4.05/hr
Price per TFLOPs (FP32-eq)——$27————$96