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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

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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-3NVIDIA GeForce GTX 1060NVIDIA GeForce RTX 3050NVIDIA GeForce RTX 3090NVIDIA RTX 4000NVIDIA Quadro M4000
ArchitectureWafer Scale EnginePascalAmpereAmpereTuringMaxwell
Form Factor—PCIePCIePCIePCIePCIe
VRAM44 GB6 GB8 GB24 GB8 GB8 GB
Memory Bandwidth—192 GB/s224 GB/s936 GB/s416 GB/s192 GB/s
TFLOPs (FP32)—4.3759.135.67.12.57
TFLOPs (FP16)——————
TFLOPs—4.37518.27157.62.57
TFLOPs (FP8)——————
TDP23000 W120 W130 W350 W160 W120 W
Launch DateMar 2024Jul 2016Jan 2022Sep 2020Nov 2018Jun 2015

Efficiency Metrics

MetricWSE-3GeForce GTX 1060GeForce RTX 3050GeForce RTX 3090RTX 4000Quadro M4000
TFLOPs per Watt (FP32-eq)—0.040.070.100.180.02
Memory Bandwidth per GB—32.0 GB/s28.0 GB/s39.0 GB/s52.0 GB/s24.0 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

NVIDIA GeForce GTX 1060
VRAM
7.33x
Need 7.33x GeForce GTX 1060
NVIDIA GeForce RTX 3050
VRAM
5.50x
Need 5.50x GeForce RTX 3050
NVIDIA GeForce RTX 3090
VRAM
1.83x
Need 1.83x GeForce RTX 3090
NVIDIA RTX 4000
VRAM
5.50x
Need 5.50x RTX 4000
NVIDIA Quadro M4000
VRAM
5.50x
Need 5.50x Quadro M4000

To match 1x NVIDIA GeForce GTX 1060

Cerebras WSE-3
VRAM
0.14x
WSE-3 has 7.33x more
NVIDIA GeForce RTX 3050
Compute (FP32-eq)
0.48x
GeForce RTX 3050 is 2.08x faster
FP32 Compute
0.48x
GeForce RTX 3050 is 2.08x faster
VRAM
0.75x
GeForce RTX 3050 has 1.33x more
Memory Bandwidth
0.86x
GeForce RTX 3050 has 1.17x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.12x
GeForce RTX 3090 is 8.11x faster
FP32 Compute
0.12x
GeForce RTX 3090 is 8.14x faster
VRAM
0.25x
GeForce RTX 3090 has 4.00x more
Memory Bandwidth
0.21x
GeForce RTX 3090 has 4.88x more
NVIDIA RTX 4000
Compute (FP32-eq)
0.15x
RTX 4000 is 6.58x faster
FP32 Compute
0.62x
RTX 4000 is 1.62x faster
VRAM
0.75x
RTX 4000 has 1.33x more
Memory Bandwidth
0.46x
RTX 4000 has 2.17x more
NVIDIA Quadro M4000
Compute (FP32-eq)
1.70x
Need 1.70x Quadro M4000
FP32 Compute
1.70x
Need 1.70x Quadro M4000
VRAM
0.75x
Quadro M4000 has 1.33x more
Memory Bandwidth
1.00x
Quadro M4000 has 1.00x more

To match 1x NVIDIA GeForce RTX 3050

Cerebras WSE-3
VRAM
0.18x
WSE-3 has 5.50x more
NVIDIA GeForce GTX 1060
Compute (FP32-eq)
2.08x
Need 2.08x GeForce GTX 1060
FP32 Compute
2.08x
Need 2.08x GeForce GTX 1060
VRAM
1.33x
Need 1.33x GeForce GTX 1060
Memory Bandwidth
1.17x
Need 1.17x GeForce GTX 1060
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.26x
GeForce RTX 3090 is 3.90x faster
FP32 Compute
0.26x
GeForce RTX 3090 is 3.91x faster
VRAM
0.33x
GeForce RTX 3090 has 3.00x more
Memory Bandwidth
0.24x
GeForce RTX 3090 has 4.18x more
NVIDIA RTX 4000
Compute (FP32-eq)
0.32x
RTX 4000 is 3.16x faster
FP32 Compute
1.28x
Need 1.28x RTX 4000
VRAM
1.00x
RTX 4000 has 1.00x more
Memory Bandwidth
0.54x
RTX 4000 has 1.86x more
NVIDIA Quadro M4000
Compute (FP32-eq)
3.54x
Need 3.54x Quadro M4000
FP32 Compute
3.54x
Need 3.54x Quadro M4000
VRAM
1.00x
Quadro M4000 has 1.00x more
Memory Bandwidth
1.17x
Need 1.17x Quadro M4000

To match 1x NVIDIA GeForce RTX 3090

Cerebras WSE-3
VRAM
0.55x
WSE-3 has 1.83x more
NVIDIA GeForce GTX 1060
Compute (FP32-eq)
8.11x
Need 8.11x GeForce GTX 1060
FP32 Compute
8.14x
Need 8.14x GeForce GTX 1060
VRAM
4.00x
Need 4.00x GeForce GTX 1060
Memory Bandwidth
4.88x
Need 4.88x GeForce GTX 1060
NVIDIA GeForce RTX 3050
Compute (FP32-eq)
3.90x
Need 3.90x GeForce RTX 3050
FP32 Compute
3.91x
Need 3.91x GeForce RTX 3050
VRAM
3.00x
Need 3.00x GeForce RTX 3050
Memory Bandwidth
4.18x
Need 4.18x GeForce RTX 3050
NVIDIA RTX 4000
Compute (FP32-eq)
1.23x
Need 1.23x RTX 4000
FP32 Compute
5.01x
Need 5.01x RTX 4000
VRAM
3.00x
Need 3.00x RTX 4000
Memory Bandwidth
2.25x
Need 2.25x RTX 4000
NVIDIA Quadro M4000
Compute (FP32-eq)
13.81x
Need 13.81x Quadro M4000
FP32 Compute
13.85x
Need 13.85x Quadro M4000
VRAM
3.00x
Need 3.00x Quadro M4000
Memory Bandwidth
4.88x
Need 4.88x Quadro M4000

To match 1x NVIDIA RTX 4000

Cerebras WSE-3
VRAM
0.18x
WSE-3 has 5.50x more
NVIDIA GeForce GTX 1060
Compute (FP32-eq)
6.58x
Need 6.58x GeForce GTX 1060
FP32 Compute
1.62x
Need 1.62x GeForce GTX 1060
VRAM
1.33x
Need 1.33x GeForce GTX 1060
Memory Bandwidth
2.17x
Need 2.17x GeForce GTX 1060
NVIDIA GeForce RTX 3050
Compute (FP32-eq)
3.16x
Need 3.16x GeForce RTX 3050
FP32 Compute
0.78x
GeForce RTX 3050 is 1.28x faster
VRAM
1.00x
GeForce RTX 3050 has 1.00x more
Memory Bandwidth
1.86x
Need 1.86x GeForce RTX 3050
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.81x
GeForce RTX 3090 is 1.23x faster
FP32 Compute
0.20x
GeForce RTX 3090 is 5.01x faster
VRAM
0.33x
GeForce RTX 3090 has 3.00x more
Memory Bandwidth
0.44x
GeForce RTX 3090 has 2.25x more
NVIDIA Quadro M4000
Compute (FP32-eq)
11.21x
Need 11.21x Quadro M4000
FP32 Compute
2.76x
Need 2.76x Quadro M4000
VRAM
1.00x
Quadro M4000 has 1.00x more
Memory Bandwidth
2.17x
Need 2.17x Quadro M4000

To match 1x NVIDIA Quadro M4000

Cerebras WSE-3
VRAM
0.18x
WSE-3 has 5.50x more
NVIDIA GeForce GTX 1060
Compute (FP32-eq)
0.59x
GeForce GTX 1060 is 1.70x faster
FP32 Compute
0.59x
GeForce GTX 1060 is 1.70x faster
VRAM
1.33x
Need 1.33x GeForce GTX 1060
Memory Bandwidth
1.00x
GeForce GTX 1060 has 1.00x more
NVIDIA GeForce RTX 3050
Compute (FP32-eq)
0.28x
GeForce RTX 3050 is 3.54x faster
FP32 Compute
0.28x
GeForce RTX 3050 is 3.54x faster
VRAM
1.00x
GeForce RTX 3050 has 1.00x more
Memory Bandwidth
0.86x
GeForce RTX 3050 has 1.17x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.07x
GeForce RTX 3090 is 13.81x faster
FP32 Compute
0.07x
GeForce RTX 3090 is 13.85x faster
VRAM
0.33x
GeForce RTX 3090 has 3.00x more
Memory Bandwidth
0.21x
GeForce RTX 3090 has 4.88x more
NVIDIA RTX 4000
Compute (FP32-eq)
0.09x
RTX 4000 is 11.21x faster
FP32 Compute
0.36x
RTX 4000 is 2.76x faster
VRAM
1.00x
RTX 4000 has 1.00x more
Memory Bandwidth
0.46x
RTX 4000 has 2.17x more

Pricing

Price TypeWSE-3GeForce GTX 1060GeForce RTX 3050GeForce RTX 3090RTX 4000Quadro M4000
CAPEX (Street Price)——————
OPEX (per hour)—$0.04/hr$0.05/hr$0.11/hr$0.34/hr$0.45/hr
Price per TFLOPs (FP32-eq)——————