Compare XPUs

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Showing 128 XPUs • 5 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 Quadro K620NVIDIA Quadro P1000NVIDIA GeForce RTX 4070 TiNVIDIA A100 SXM
ArchitectureWafer Scale EngineKeplerPascalAda LovelaceAmpere
Form Factor—PCIePCIePCIeSXM
VRAM44 GB2 GB4 GB12 GB80 GB
Memory Bandwidth—29 GB/s82 GB/s504 GB/s2,039 GB/s
TFLOPs (FP32)—0.7681.89440.119.5
TFLOPs (FP16)————312
TFLOPs—0.7681.89480.16312
TFLOPs (FP8)—————
TDP23000 W45 W47 W285 W400 W
Launch DateMar 2024Jul 2014Feb 2017Jan 2023May 2020

Efficiency Metrics

MetricWSE-3Quadro K620Quadro P1000GeForce RTX 4070 TiA100 SXM
TFLOPs per Watt (FP32-eq)—0.020.040.140.39
Memory Bandwidth per GB—14.5 GB/s20.5 GB/s42.0 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 Cerebras WSE-3

NVIDIA Quadro K620
VRAM
22.00x
Need 22.00x Quadro K620
NVIDIA Quadro P1000
VRAM
11.00x
Need 11.00x Quadro P1000
NVIDIA GeForce RTX 4070 Ti
VRAM
3.67x
Need 3.67x GeForce RTX 4070 Ti
NVIDIA A100 SXM
VRAM
0.55x
A100 SXM has 1.82x more

To match 1x NVIDIA Quadro K620

Cerebras WSE-3
VRAM
0.05x
WSE-3 has 22.00x more
NVIDIA Quadro P1000
Compute (FP32-eq)
0.41x
Quadro P1000 is 2.47x faster
FP32 Compute
0.41x
Quadro P1000 is 2.47x faster
VRAM
0.50x
Quadro P1000 has 2.00x more
Memory Bandwidth
0.35x
Quadro P1000 has 2.83x more
NVIDIA GeForce RTX 4070 Ti
Compute (FP32-eq)
0.02x
GeForce RTX 4070 Ti is 52.19x faster
FP32 Compute
0.02x
GeForce RTX 4070 Ti is 52.21x faster
VRAM
0.17x
GeForce RTX 4070 Ti has 6.00x more
Memory Bandwidth
0.06x
GeForce RTX 4070 Ti has 17.38x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.00x
A100 SXM is 203.13x faster
FP32 Compute
0.04x
A100 SXM is 25.39x faster
VRAM
0.03x
A100 SXM has 40.00x more
Memory Bandwidth
0.01x
A100 SXM has 70.31x more

To match 1x NVIDIA Quadro P1000

Cerebras WSE-3
VRAM
0.09x
WSE-3 has 11.00x more
NVIDIA Quadro K620
Compute (FP32-eq)
2.47x
Need 2.47x Quadro K620
FP32 Compute
2.47x
Need 2.47x Quadro K620
VRAM
2.00x
Need 2.00x Quadro K620
Memory Bandwidth
2.83x
Need 2.83x Quadro K620
NVIDIA GeForce RTX 4070 Ti
Compute (FP32-eq)
0.05x
GeForce RTX 4070 Ti is 21.16x faster
FP32 Compute
0.05x
GeForce RTX 4070 Ti is 21.17x faster
VRAM
0.33x
GeForce RTX 4070 Ti has 3.00x more
Memory Bandwidth
0.16x
GeForce RTX 4070 Ti has 6.15x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.01x
A100 SXM is 82.37x faster
FP32 Compute
0.10x
A100 SXM is 10.30x faster
VRAM
0.05x
A100 SXM has 20.00x more
Memory Bandwidth
0.04x
A100 SXM has 24.87x more

To match 1x NVIDIA GeForce RTX 4070 Ti

Cerebras WSE-3
VRAM
0.27x
WSE-3 has 3.67x more
NVIDIA Quadro K620
Compute (FP32-eq)
52.19x
Need 52.19x Quadro K620
FP32 Compute
52.21x
Need 52.21x Quadro K620
VRAM
6.00x
Need 6.00x Quadro K620
Memory Bandwidth
17.38x
Need 17.38x Quadro K620
NVIDIA Quadro P1000
Compute (FP32-eq)
21.16x
Need 21.16x Quadro P1000
FP32 Compute
21.17x
Need 21.17x Quadro P1000
VRAM
3.00x
Need 3.00x Quadro P1000
Memory Bandwidth
6.15x
Need 6.15x Quadro P1000
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 A100 SXM

Cerebras WSE-3
VRAM
1.82x
Need 1.82x WSE-3
NVIDIA Quadro K620
Compute (FP32-eq)
203.13x
Need 203.13x Quadro K620
FP32 Compute
25.39x
Need 25.39x Quadro K620
VRAM
40.00x
Need 40.00x Quadro K620
Memory Bandwidth
70.31x
Need 70.31x Quadro K620
NVIDIA Quadro P1000
Compute (FP32-eq)
82.37x
Need 82.37x Quadro P1000
FP32 Compute
10.30x
Need 10.30x Quadro P1000
VRAM
20.00x
Need 20.00x Quadro P1000
Memory Bandwidth
24.87x
Need 24.87x Quadro P1000
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

Pricing

Price TypeWSE-3Quadro K620Quadro P1000GeForce RTX 4070 TiA100 SXM
CAPEX (Street Price)————$15,000
OPEX (per hour)—$0.05/hr$0.10/hr$0.10/hr$4.05/hr
Price per TFLOPs (FP32-eq)————$96