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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

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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

SpecificationCerebras WSE-3FuriosaAI RNGD (Renegade)NVIDIA Quadro P6000NVIDIA GeForce RTX 3090NVIDIA P100NVIDIA A100 SXMNVIDIA Quadro P5000
ArchitectureWafer Scale EngineTensor Contraction ProcessorPascalAmperePascalAmperePascal
Form Factor—PCIePCIePCIeSXMSXMPCIe
VRAM44 GB48 GB24 GB24 GB16 GB80 GB16 GB
Memory Bandwidth—1,500 GB/s432 GB/s936 GB/s732 GB/s2,039 GB/s288 GB/s
TFLOPs (FP32)——12.6335.69.319.58.873
TFLOPs (FP16)—————312—
TFLOPs—25612.63719.33128.873
TFLOPs (FP8)—512—————
TDP23000 W180 W250 W350 W300 W400 W180 W
Launch DateMar 2024Jan 2024Oct 2016Sep 2020Apr 2016May 2020Oct 2016

Efficiency Metrics

MetricWSE-3RNGD (Renegade)Quadro P6000GeForce RTX 3090P100A100 SXMQuadro P5000
TFLOPs per Watt (FP32-eq)—0.710.050.100.030.390.05
Memory Bandwidth per GB—31.3 GB/s18.0 GB/s39.0 GB/s45.8 GB/s25.5 GB/s18.0 GB/s

Performance Equivalence

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

To match 1x Cerebras WSE-3

FuriosaAI RNGD (Renegade)
VRAM
0.92x
RNGD (Renegade) has 1.09x more
NVIDIA Quadro P6000
VRAM
1.83x
Need 1.83x Quadro P6000
NVIDIA GeForce RTX 3090
VRAM
1.83x
Need 1.83x GeForce RTX 3090
NVIDIA P100
VRAM
2.75x
Need 2.75x P100
NVIDIA A100 SXM
VRAM
0.55x
A100 SXM has 1.82x more
NVIDIA Quadro P5000
VRAM
2.75x
Need 2.75x Quadro P5000

To match 1x FuriosaAI RNGD (Renegade)

Cerebras WSE-3
VRAM
1.09x
Need 1.09x WSE-3
NVIDIA Quadro P6000
Compute (FP32-eq)
10.13x
Need 10.13x Quadro P6000
VRAM
2.00x
Need 2.00x Quadro P6000
Memory Bandwidth
3.47x
Need 3.47x Quadro P6000
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
3.61x
Need 3.61x GeForce RTX 3090
VRAM
2.00x
Need 2.00x GeForce RTX 3090
Memory Bandwidth
1.60x
Need 1.60x GeForce RTX 3090
NVIDIA P100
Compute (FP32-eq)
13.76x
Need 13.76x P100
VRAM
3.00x
Need 3.00x P100
Memory Bandwidth
2.05x
Need 2.05x P100
NVIDIA A100 SXM
Compute (FP32-eq)
0.82x
A100 SXM is 1.22x faster
VRAM
0.60x
A100 SXM has 1.67x more
Memory Bandwidth
0.74x
A100 SXM has 1.36x more
NVIDIA Quadro P5000
Compute (FP32-eq)
14.43x
Need 14.43x Quadro P5000
VRAM
3.00x
Need 3.00x Quadro P5000
Memory Bandwidth
5.21x
Need 5.21x Quadro P5000

To match 1x NVIDIA Quadro P6000

Cerebras WSE-3
VRAM
0.55x
WSE-3 has 1.83x more
FuriosaAI RNGD (Renegade)
Compute (FP32-eq)
0.10x
RNGD (Renegade) is 10.13x faster
VRAM
0.50x
RNGD (Renegade) has 2.00x more
Memory Bandwidth
0.29x
RNGD (Renegade) has 3.47x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.36x
GeForce RTX 3090 is 2.81x faster
FP32 Compute
0.35x
GeForce RTX 3090 is 2.82x faster
VRAM
1.00x
GeForce RTX 3090 has 1.00x more
Memory Bandwidth
0.46x
GeForce RTX 3090 has 2.17x more
NVIDIA P100
Compute (FP32-eq)
1.36x
Need 1.36x P100
FP32 Compute
1.36x
Need 1.36x P100
VRAM
1.50x
Need 1.50x P100
Memory Bandwidth
0.59x
P100 has 1.69x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.08x
A100 SXM is 12.35x faster
FP32 Compute
0.65x
A100 SXM is 1.54x faster
VRAM
0.30x
A100 SXM has 3.33x more
Memory Bandwidth
0.21x
A100 SXM has 4.72x more
NVIDIA Quadro P5000
Compute (FP32-eq)
1.42x
Need 1.42x Quadro P5000
FP32 Compute
1.42x
Need 1.42x Quadro P5000
VRAM
1.50x
Need 1.50x Quadro P5000
Memory Bandwidth
1.50x
Need 1.50x Quadro P5000

To match 1x NVIDIA GeForce RTX 3090

Cerebras WSE-3
VRAM
0.55x
WSE-3 has 1.83x more
FuriosaAI RNGD (Renegade)
Compute (FP32-eq)
0.28x
RNGD (Renegade) is 3.61x faster
VRAM
0.50x
RNGD (Renegade) has 2.00x more
Memory Bandwidth
0.62x
RNGD (Renegade) has 1.60x more
NVIDIA Quadro P6000
Compute (FP32-eq)
2.81x
Need 2.81x Quadro P6000
FP32 Compute
2.82x
Need 2.82x Quadro P6000
VRAM
1.00x
Quadro P6000 has 1.00x more
Memory Bandwidth
2.17x
Need 2.17x Quadro P6000
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
NVIDIA Quadro P5000
Compute (FP32-eq)
4.00x
Need 4.00x Quadro P5000
FP32 Compute
4.01x
Need 4.01x Quadro P5000
VRAM
1.50x
Need 1.50x Quadro P5000
Memory Bandwidth
3.25x
Need 3.25x Quadro P5000

To match 1x NVIDIA P100

Cerebras WSE-3
VRAM
0.36x
WSE-3 has 2.75x more
FuriosaAI RNGD (Renegade)
Compute (FP32-eq)
0.07x
RNGD (Renegade) is 13.76x faster
VRAM
0.33x
RNGD (Renegade) has 3.00x more
Memory Bandwidth
0.49x
RNGD (Renegade) has 2.05x more
NVIDIA Quadro P6000
Compute (FP32-eq)
0.74x
Quadro P6000 is 1.36x faster
FP32 Compute
0.74x
Quadro P6000 is 1.36x faster
VRAM
0.67x
Quadro P6000 has 1.50x more
Memory Bandwidth
1.69x
Need 1.69x Quadro P6000
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 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
NVIDIA Quadro P5000
Compute (FP32-eq)
1.05x
Need 1.05x Quadro P5000
FP32 Compute
1.05x
Need 1.05x Quadro P5000
VRAM
1.00x
Quadro P5000 has 1.00x more
Memory Bandwidth
2.54x
Need 2.54x Quadro P5000

To match 1x NVIDIA A100 SXM

Cerebras WSE-3
VRAM
1.82x
Need 1.82x WSE-3
FuriosaAI RNGD (Renegade)
Compute (FP32-eq)
1.22x
Need 1.22x RNGD (Renegade)
VRAM
1.67x
Need 1.67x RNGD (Renegade)
Memory Bandwidth
1.36x
Need 1.36x RNGD (Renegade)
NVIDIA Quadro P6000
Compute (FP32-eq)
12.35x
Need 12.35x Quadro P6000
FP32 Compute
1.54x
Need 1.54x Quadro P6000
VRAM
3.33x
Need 3.33x Quadro P6000
Memory Bandwidth
4.72x
Need 4.72x Quadro P6000
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 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
NVIDIA Quadro P5000
Compute (FP32-eq)
17.58x
Need 17.58x Quadro P5000
FP32 Compute
2.20x
Need 2.20x Quadro P5000
VRAM
5.00x
Need 5.00x Quadro P5000
Memory Bandwidth
7.08x
Need 7.08x Quadro P5000

To match 1x NVIDIA Quadro P5000

Cerebras WSE-3
VRAM
0.36x
WSE-3 has 2.75x more
FuriosaAI RNGD (Renegade)
Compute (FP32-eq)
0.07x
RNGD (Renegade) is 14.43x faster
VRAM
0.33x
RNGD (Renegade) has 3.00x more
Memory Bandwidth
0.19x
RNGD (Renegade) has 5.21x more
NVIDIA Quadro P6000
Compute (FP32-eq)
0.70x
Quadro P6000 is 1.42x faster
FP32 Compute
0.70x
Quadro P6000 is 1.42x faster
VRAM
0.67x
Quadro P6000 has 1.50x more
Memory Bandwidth
0.67x
Quadro P6000 has 1.50x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.25x
GeForce RTX 3090 is 4.00x faster
FP32 Compute
0.25x
GeForce RTX 3090 is 4.01x faster
VRAM
0.67x
GeForce RTX 3090 has 1.50x more
Memory Bandwidth
0.31x
GeForce RTX 3090 has 3.25x more
NVIDIA P100
Compute (FP32-eq)
0.95x
P100 is 1.05x faster
FP32 Compute
0.95x
P100 is 1.05x faster
VRAM
1.00x
P100 has 1.00x more
Memory Bandwidth
0.39x
P100 has 2.54x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.06x
A100 SXM is 17.58x faster
FP32 Compute
0.46x
A100 SXM is 2.20x faster
VRAM
0.20x
A100 SXM has 5.00x more
Memory Bandwidth
0.14x
A100 SXM has 7.08x more

Pricing

Price TypeWSE-3RNGD (Renegade)Quadro P6000GeForce RTX 3090P100A100 SXMQuadro P5000
CAPEX (Street Price)—————$15,000—
OPEX (per hour)——$1.10/hr$0.11/hr$0.28/hr$4.05/hr$0.78/hr
Price per TFLOPs (FP32-eq)—————$96—