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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-3NVIDIA L4NVIDIA RTX 4500 Ada GenerationNVIDIA GeForce GTX 1050 TiNVIDIA RTX A4000NVIDIA GeForce RTX 3090NVIDIA A100 SXM
ArchitectureWafer Scale EngineAda LovelaceAda LovelacePascalAmpereAmpereAmpere
Form Factor—PCIePCIePCIePCIePCIeSXM
VRAM44 GB24 GB24 GB4 GB16 GB24 GB80 GB
Memory Bandwidth—300 GB/s576 GB/s112 GB/s448 GB/s936 GB/s2,039 GB/s
TFLOPs (FP32)—30.348.52.13819.235.619.5
TFLOPs (FP16)—242————312
TFLOPs—121972.13838.771312
TFLOPs (FP8)—485—————
TDP23000 W72 W210 W75 W140 W350 W400 W
Launch DateMar 2024Mar 2023Mar 2023Oct 2016Apr 2021Sep 2020May 2020

Efficiency Metrics

MetricWSE-3L4RTX 4500 Ada GenerationGeForce GTX 1050 TiRTX A4000GeForce RTX 3090A100 SXM
TFLOPs per Watt (FP32-eq)—0.840.230.030.140.100.39
Memory Bandwidth per GB—12.5 GB/s24.0 GB/s28.0 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 Cerebras WSE-3

NVIDIA L4
VRAM
1.83x
Need 1.83x L4
NVIDIA RTX 4500 Ada Generation
VRAM
1.83x
Need 1.83x RTX 4500 Ada Generation
NVIDIA GeForce GTX 1050 Ti
VRAM
11.00x
Need 11.00x GeForce GTX 1050 Ti
NVIDIA RTX A4000
VRAM
2.75x
Need 2.75x RTX A4000
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 L4

Cerebras WSE-3
VRAM
0.55x
WSE-3 has 1.83x more
NVIDIA RTX 4500 Ada Generation
Compute (FP32-eq)
1.25x
Need 1.25x RTX 4500 Ada Generation
FP32 Compute
0.62x
RTX 4500 Ada Generation is 1.60x faster
VRAM
1.00x
RTX 4500 Ada Generation has 1.00x more
Memory Bandwidth
0.52x
RTX 4500 Ada Generation has 1.92x more
NVIDIA GeForce GTX 1050 Ti
Compute (FP32-eq)
28.30x
Need 28.30x GeForce GTX 1050 Ti
FP32 Compute
14.17x
Need 14.17x GeForce GTX 1050 Ti
VRAM
6.00x
Need 6.00x GeForce GTX 1050 Ti
Memory Bandwidth
2.68x
Need 2.68x GeForce GTX 1050 Ti
NVIDIA RTX A4000
Compute (FP32-eq)
3.13x
Need 3.13x RTX A4000
FP32 Compute
1.58x
Need 1.58x RTX A4000
VRAM
1.50x
Need 1.50x RTX A4000
Memory Bandwidth
0.67x
RTX A4000 has 1.49x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
1.70x
Need 1.70x GeForce RTX 3090
FP32 Compute
0.85x
GeForce RTX 3090 is 1.17x faster
VRAM
1.00x
GeForce RTX 3090 has 1.00x more
Memory Bandwidth
0.32x
GeForce RTX 3090 has 3.12x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.39x
A100 SXM is 2.58x faster
FP32 Compute
1.55x
Need 1.55x A100 SXM
VRAM
0.30x
A100 SXM has 3.33x more
Memory Bandwidth
0.15x
A100 SXM has 6.80x more

To match 1x NVIDIA RTX 4500 Ada Generation

Cerebras WSE-3
VRAM
0.55x
WSE-3 has 1.83x more
NVIDIA L4
Compute (FP32-eq)
0.80x
L4 is 1.25x faster
FP32 Compute
1.60x
Need 1.60x L4
VRAM
1.00x
L4 has 1.00x more
Memory Bandwidth
1.92x
Need 1.92x L4
NVIDIA GeForce GTX 1050 Ti
Compute (FP32-eq)
22.68x
Need 22.68x GeForce GTX 1050 Ti
FP32 Compute
22.68x
Need 22.68x GeForce GTX 1050 Ti
VRAM
6.00x
Need 6.00x GeForce GTX 1050 Ti
Memory Bandwidth
5.14x
Need 5.14x GeForce GTX 1050 Ti
NVIDIA RTX A4000
Compute (FP32-eq)
2.51x
Need 2.51x RTX A4000
FP32 Compute
2.53x
Need 2.53x RTX A4000
VRAM
1.50x
Need 1.50x RTX A4000
Memory Bandwidth
1.29x
Need 1.29x RTX A4000
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
1.37x
Need 1.37x GeForce RTX 3090
FP32 Compute
1.36x
Need 1.36x GeForce RTX 3090
VRAM
1.00x
GeForce RTX 3090 has 1.00x more
Memory Bandwidth
0.62x
GeForce RTX 3090 has 1.63x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.31x
A100 SXM is 3.22x faster
FP32 Compute
2.49x
Need 2.49x A100 SXM
VRAM
0.30x
A100 SXM has 3.33x more
Memory Bandwidth
0.28x
A100 SXM has 3.54x more

To match 1x NVIDIA GeForce GTX 1050 Ti

Cerebras WSE-3
VRAM
0.09x
WSE-3 has 11.00x more
NVIDIA L4
Compute (FP32-eq)
0.04x
L4 is 28.30x faster
FP32 Compute
0.07x
L4 is 14.17x faster
VRAM
0.17x
L4 has 6.00x more
Memory Bandwidth
0.37x
L4 has 2.68x more
NVIDIA RTX 4500 Ada Generation
Compute (FP32-eq)
0.04x
RTX 4500 Ada Generation is 22.68x faster
FP32 Compute
0.04x
RTX 4500 Ada Generation is 22.68x faster
VRAM
0.17x
RTX 4500 Ada Generation has 6.00x more
Memory Bandwidth
0.19x
RTX 4500 Ada Generation has 5.14x more
NVIDIA RTX A4000
Compute (FP32-eq)
0.11x
RTX A4000 is 9.05x faster
FP32 Compute
0.11x
RTX A4000 is 8.98x faster
VRAM
0.25x
RTX A4000 has 4.00x more
Memory Bandwidth
0.25x
RTX A4000 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 RTX A4000

Cerebras WSE-3
VRAM
0.36x
WSE-3 has 2.75x more
NVIDIA L4
Compute (FP32-eq)
0.32x
L4 is 3.13x faster
FP32 Compute
0.63x
L4 is 1.58x faster
VRAM
0.67x
L4 has 1.50x more
Memory Bandwidth
1.49x
Need 1.49x L4
NVIDIA RTX 4500 Ada Generation
Compute (FP32-eq)
0.40x
RTX 4500 Ada Generation is 2.51x faster
FP32 Compute
0.40x
RTX 4500 Ada Generation is 2.53x faster
VRAM
0.67x
RTX 4500 Ada Generation has 1.50x more
Memory Bandwidth
0.78x
RTX 4500 Ada Generation has 1.29x more
NVIDIA GeForce GTX 1050 Ti
Compute (FP32-eq)
9.05x
Need 9.05x GeForce GTX 1050 Ti
FP32 Compute
8.98x
Need 8.98x 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 3090
Compute (FP32-eq)
0.55x
GeForce RTX 3090 is 1.83x faster
FP32 Compute
0.54x
GeForce RTX 3090 is 1.85x 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)
0.12x
A100 SXM is 8.06x faster
FP32 Compute
0.98x
A100 SXM is 1.02x 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

Cerebras WSE-3
VRAM
0.55x
WSE-3 has 1.83x more
NVIDIA L4
Compute (FP32-eq)
0.59x
L4 is 1.70x faster
FP32 Compute
1.17x
Need 1.17x L4
VRAM
1.00x
L4 has 1.00x more
Memory Bandwidth
3.12x
Need 3.12x L4
NVIDIA RTX 4500 Ada Generation
Compute (FP32-eq)
0.73x
RTX 4500 Ada Generation is 1.37x faster
FP32 Compute
0.73x
RTX 4500 Ada Generation is 1.36x faster
VRAM
1.00x
RTX 4500 Ada Generation has 1.00x more
Memory Bandwidth
1.63x
Need 1.63x RTX 4500 Ada Generation
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 RTX A4000
Compute (FP32-eq)
1.83x
Need 1.83x RTX A4000
FP32 Compute
1.85x
Need 1.85x RTX A4000
VRAM
1.50x
Need 1.50x RTX A4000
Memory Bandwidth
2.09x
Need 2.09x RTX A4000
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

Cerebras WSE-3
VRAM
1.82x
Need 1.82x WSE-3
NVIDIA L4
Compute (FP32-eq)
2.58x
Need 2.58x L4
FP32 Compute
0.64x
L4 is 1.55x faster
VRAM
3.33x
Need 3.33x L4
Memory Bandwidth
6.80x
Need 6.80x L4
NVIDIA RTX 4500 Ada Generation
Compute (FP32-eq)
3.22x
Need 3.22x RTX 4500 Ada Generation
FP32 Compute
0.40x
RTX 4500 Ada Generation is 2.49x faster
VRAM
3.33x
Need 3.33x RTX 4500 Ada Generation
Memory Bandwidth
3.54x
Need 3.54x RTX 4500 Ada Generation
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 RTX A4000
Compute (FP32-eq)
8.06x
Need 8.06x RTX A4000
FP32 Compute
1.02x
Need 1.02x RTX A4000
VRAM
5.00x
Need 5.00x RTX A4000
Memory Bandwidth
4.55x
Need 4.55x RTX A4000
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 TypeWSE-3L4RTX 4500 Ada GenerationGeForce GTX 1050 TiRTX A4000GeForce RTX 3090A100 SXM
CAPEX (Street Price)—$4,000————$15,000
OPEX (per hour)—$0.80/hr—$0.04/hr$0.11/hr$0.11/hr$4.05/hr
Price per TFLOPs (FP32-eq)—$66————$96