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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-3Intel Data Center GPU Max 1100NVIDIA RTX 6000 BlackwellNVIDIA GeForce RTX 5060 TiNVIDIA P4NVIDIA GeForce RTX 3060 TiNVIDIA GeForce RTX 3090
ArchitectureWafer Scale EnginePonte VecchioBlackwellBlackwellPascalAmpereAmpere
Form Factor—OAMPCIePCIePCIePCIePCIe
VRAM44 GB48 GB96 GB16 GB8 GB8 GB24 GB
Memory Bandwidth—1,229 GB/s1,536 GB/s544 GB/s192 GB/s448 GB/s936 GB/s
TFLOPs (FP32)—22181255.516.235.6
TFLOPs (FP16)—177—————
TFLOPs—177362885.533.271
TFLOPs (FP8)———————
TDP23000 W300 W300 W220 W75 W200 W350 W
Launch DateMar 2024Jan 2023Jan 2025Mar 2025Sep 2016Dec 2020Sep 2020

Efficiency Metrics

MetricWSE-3Data Center GPU Max 1100RTX 6000 BlackwellGeForce RTX 5060 TiP4GeForce RTX 3060 TiGeForce RTX 3090
TFLOPs per Watt (FP32-eq)—0.290.600.200.070.080.10
Memory Bandwidth per GB—25.6 GB/s16.0 GB/s34.0 GB/s24.0 GB/s56.0 GB/s39.0 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

Intel Data Center GPU Max 1100
VRAM
0.92x
Data Center GPU Max 1100 has 1.09x more
NVIDIA RTX 6000 Blackwell
VRAM
0.46x
RTX 6000 Blackwell has 2.18x more
NVIDIA GeForce RTX 5060 Ti
VRAM
2.75x
Need 2.75x GeForce RTX 5060 Ti
NVIDIA P4
VRAM
5.50x
Need 5.50x P4
NVIDIA GeForce RTX 3060 Ti
VRAM
5.50x
Need 5.50x GeForce RTX 3060 Ti
NVIDIA GeForce RTX 3090
VRAM
1.83x
Need 1.83x GeForce RTX 3090

To match 1x Intel Data Center GPU Max 1100

Cerebras WSE-3
VRAM
1.09x
Need 1.09x WSE-3
NVIDIA RTX 6000 Blackwell
Compute (FP32-eq)
0.49x
RTX 6000 Blackwell is 2.05x faster
FP32 Compute
0.12x
RTX 6000 Blackwell is 8.23x faster
VRAM
0.50x
RTX 6000 Blackwell has 2.00x more
Memory Bandwidth
0.80x
RTX 6000 Blackwell has 1.25x more
NVIDIA GeForce RTX 5060 Ti
Compute (FP32-eq)
2.01x
Need 2.01x GeForce RTX 5060 Ti
FP32 Compute
0.88x
GeForce RTX 5060 Ti is 1.14x faster
VRAM
3.00x
Need 3.00x GeForce RTX 5060 Ti
Memory Bandwidth
2.26x
Need 2.26x GeForce RTX 5060 Ti
NVIDIA P4
Compute (FP32-eq)
16.09x
Need 16.09x P4
FP32 Compute
4.00x
Need 4.00x P4
VRAM
6.00x
Need 6.00x P4
Memory Bandwidth
6.40x
Need 6.40x P4
NVIDIA GeForce RTX 3060 Ti
Compute (FP32-eq)
5.33x
Need 5.33x GeForce RTX 3060 Ti
FP32 Compute
1.36x
Need 1.36x GeForce RTX 3060 Ti
VRAM
6.00x
Need 6.00x GeForce RTX 3060 Ti
Memory Bandwidth
2.74x
Need 2.74x GeForce RTX 3060 Ti
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
2.49x
Need 2.49x GeForce RTX 3090
FP32 Compute
0.62x
GeForce RTX 3090 is 1.62x faster
VRAM
2.00x
Need 2.00x GeForce RTX 3090
Memory Bandwidth
1.31x
Need 1.31x GeForce RTX 3090

To match 1x NVIDIA RTX 6000 Blackwell

Cerebras WSE-3
VRAM
2.18x
Need 2.18x WSE-3
Intel Data Center GPU Max 1100
Compute (FP32-eq)
2.05x
Need 2.05x Data Center GPU Max 1100
FP32 Compute
8.23x
Need 8.23x Data Center GPU Max 1100
VRAM
2.00x
Need 2.00x Data Center GPU Max 1100
Memory Bandwidth
1.25x
Need 1.25x Data Center GPU Max 1100
NVIDIA GeForce RTX 5060 Ti
Compute (FP32-eq)
4.11x
Need 4.11x GeForce RTX 5060 Ti
FP32 Compute
7.24x
Need 7.24x GeForce RTX 5060 Ti
VRAM
6.00x
Need 6.00x GeForce RTX 5060 Ti
Memory Bandwidth
2.82x
Need 2.82x GeForce RTX 5060 Ti
NVIDIA P4
Compute (FP32-eq)
32.91x
Need 32.91x P4
FP32 Compute
32.91x
Need 32.91x P4
VRAM
12.00x
Need 12.00x P4
Memory Bandwidth
8.00x
Need 8.00x P4
NVIDIA GeForce RTX 3060 Ti
Compute (FP32-eq)
10.90x
Need 10.90x GeForce RTX 3060 Ti
FP32 Compute
11.17x
Need 11.17x GeForce RTX 3060 Ti
VRAM
12.00x
Need 12.00x GeForce RTX 3060 Ti
Memory Bandwidth
3.43x
Need 3.43x GeForce RTX 3060 Ti
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
5.10x
Need 5.10x GeForce RTX 3090
FP32 Compute
5.08x
Need 5.08x GeForce RTX 3090
VRAM
4.00x
Need 4.00x GeForce RTX 3090
Memory Bandwidth
1.64x
Need 1.64x GeForce RTX 3090

To match 1x NVIDIA GeForce RTX 5060 Ti

Cerebras WSE-3
VRAM
0.36x
WSE-3 has 2.75x more
Intel Data Center GPU Max 1100
Compute (FP32-eq)
0.50x
Data Center GPU Max 1100 is 2.01x faster
FP32 Compute
1.14x
Need 1.14x Data Center GPU Max 1100
VRAM
0.33x
Data Center GPU Max 1100 has 3.00x more
Memory Bandwidth
0.44x
Data Center GPU Max 1100 has 2.26x more
NVIDIA RTX 6000 Blackwell
Compute (FP32-eq)
0.24x
RTX 6000 Blackwell is 4.11x faster
FP32 Compute
0.14x
RTX 6000 Blackwell is 7.24x faster
VRAM
0.17x
RTX 6000 Blackwell has 6.00x more
Memory Bandwidth
0.35x
RTX 6000 Blackwell has 2.82x more
NVIDIA P4
Compute (FP32-eq)
8.00x
Need 8.00x P4
FP32 Compute
4.55x
Need 4.55x P4
VRAM
2.00x
Need 2.00x P4
Memory Bandwidth
2.83x
Need 2.83x P4
NVIDIA GeForce RTX 3060 Ti
Compute (FP32-eq)
2.65x
Need 2.65x GeForce RTX 3060 Ti
FP32 Compute
1.54x
Need 1.54x GeForce RTX 3060 Ti
VRAM
2.00x
Need 2.00x GeForce RTX 3060 Ti
Memory Bandwidth
1.21x
Need 1.21x GeForce RTX 3060 Ti
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
1.24x
Need 1.24x GeForce RTX 3090
FP32 Compute
0.70x
GeForce RTX 3090 is 1.42x faster
VRAM
0.67x
GeForce RTX 3090 has 1.50x more
Memory Bandwidth
0.58x
GeForce RTX 3090 has 1.72x more

To match 1x NVIDIA P4

Cerebras WSE-3
VRAM
0.18x
WSE-3 has 5.50x more
Intel Data Center GPU Max 1100
Compute (FP32-eq)
0.06x
Data Center GPU Max 1100 is 16.09x faster
FP32 Compute
0.25x
Data Center GPU Max 1100 is 4.00x faster
VRAM
0.17x
Data Center GPU Max 1100 has 6.00x more
Memory Bandwidth
0.16x
Data Center GPU Max 1100 has 6.40x more
NVIDIA RTX 6000 Blackwell
Compute (FP32-eq)
0.03x
RTX 6000 Blackwell is 32.91x faster
FP32 Compute
0.03x
RTX 6000 Blackwell is 32.91x faster
VRAM
0.08x
RTX 6000 Blackwell has 12.00x more
Memory Bandwidth
0.13x
RTX 6000 Blackwell has 8.00x more
NVIDIA GeForce RTX 5060 Ti
Compute (FP32-eq)
0.13x
GeForce RTX 5060 Ti is 8.00x faster
FP32 Compute
0.22x
GeForce RTX 5060 Ti is 4.55x faster
VRAM
0.50x
GeForce RTX 5060 Ti has 2.00x more
Memory Bandwidth
0.35x
GeForce RTX 5060 Ti has 2.83x more
NVIDIA GeForce RTX 3060 Ti
Compute (FP32-eq)
0.33x
GeForce RTX 3060 Ti is 3.02x faster
FP32 Compute
0.34x
GeForce RTX 3060 Ti is 2.95x faster
VRAM
1.00x
GeForce RTX 3060 Ti has 1.00x more
Memory Bandwidth
0.43x
GeForce RTX 3060 Ti has 2.33x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.15x
GeForce RTX 3090 is 6.45x faster
FP32 Compute
0.15x
GeForce RTX 3090 is 6.47x faster
VRAM
0.33x
GeForce RTX 3090 has 3.00x more
Memory Bandwidth
0.21x
GeForce RTX 3090 has 4.88x more

To match 1x NVIDIA GeForce RTX 3060 Ti

Cerebras WSE-3
VRAM
0.18x
WSE-3 has 5.50x more
Intel Data Center GPU Max 1100
Compute (FP32-eq)
0.19x
Data Center GPU Max 1100 is 5.33x faster
FP32 Compute
0.74x
Data Center GPU Max 1100 is 1.36x faster
VRAM
0.17x
Data Center GPU Max 1100 has 6.00x more
Memory Bandwidth
0.36x
Data Center GPU Max 1100 has 2.74x more
NVIDIA RTX 6000 Blackwell
Compute (FP32-eq)
0.09x
RTX 6000 Blackwell is 10.90x faster
FP32 Compute
0.09x
RTX 6000 Blackwell is 11.17x faster
VRAM
0.08x
RTX 6000 Blackwell has 12.00x more
Memory Bandwidth
0.29x
RTX 6000 Blackwell has 3.43x more
NVIDIA GeForce RTX 5060 Ti
Compute (FP32-eq)
0.38x
GeForce RTX 5060 Ti is 2.65x faster
FP32 Compute
0.65x
GeForce RTX 5060 Ti is 1.54x faster
VRAM
0.50x
GeForce RTX 5060 Ti has 2.00x more
Memory Bandwidth
0.82x
GeForce RTX 5060 Ti has 1.21x more
NVIDIA P4
Compute (FP32-eq)
3.02x
Need 3.02x P4
FP32 Compute
2.95x
Need 2.95x P4
VRAM
1.00x
P4 has 1.00x more
Memory Bandwidth
2.33x
Need 2.33x P4
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.47x
GeForce RTX 3090 is 2.14x faster
FP32 Compute
0.46x
GeForce RTX 3090 is 2.20x faster
VRAM
0.33x
GeForce RTX 3090 has 3.00x more
Memory Bandwidth
0.48x
GeForce RTX 3090 has 2.09x more

To match 1x NVIDIA GeForce RTX 3090

Cerebras WSE-3
VRAM
0.55x
WSE-3 has 1.83x more
Intel Data Center GPU Max 1100
Compute (FP32-eq)
0.40x
Data Center GPU Max 1100 is 2.49x faster
FP32 Compute
1.62x
Need 1.62x Data Center GPU Max 1100
VRAM
0.50x
Data Center GPU Max 1100 has 2.00x more
Memory Bandwidth
0.76x
Data Center GPU Max 1100 has 1.31x more
NVIDIA RTX 6000 Blackwell
Compute (FP32-eq)
0.20x
RTX 6000 Blackwell is 5.10x faster
FP32 Compute
0.20x
RTX 6000 Blackwell is 5.08x faster
VRAM
0.25x
RTX 6000 Blackwell has 4.00x more
Memory Bandwidth
0.61x
RTX 6000 Blackwell has 1.64x more
NVIDIA GeForce RTX 5060 Ti
Compute (FP32-eq)
0.81x
GeForce RTX 5060 Ti is 1.24x faster
FP32 Compute
1.42x
Need 1.42x GeForce RTX 5060 Ti
VRAM
1.50x
Need 1.50x GeForce RTX 5060 Ti
Memory Bandwidth
1.72x
Need 1.72x GeForce RTX 5060 Ti
NVIDIA P4
Compute (FP32-eq)
6.45x
Need 6.45x P4
FP32 Compute
6.47x
Need 6.47x P4
VRAM
3.00x
Need 3.00x P4
Memory Bandwidth
4.88x
Need 4.88x P4
NVIDIA GeForce RTX 3060 Ti
Compute (FP32-eq)
2.14x
Need 2.14x GeForce RTX 3060 Ti
FP32 Compute
2.20x
Need 2.20x GeForce RTX 3060 Ti
VRAM
3.00x
Need 3.00x GeForce RTX 3060 Ti
Memory Bandwidth
2.09x
Need 2.09x GeForce RTX 3060 Ti

Pricing

Price TypeWSE-3Data Center GPU Max 1100RTX 6000 BlackwellGeForce RTX 5060 TiP4GeForce RTX 3060 TiGeForce RTX 3090
CAPEX (Street Price)—$5,000—————
OPEX (per hour)——$1.26/hr$0.09/hr$0.04/hr$0.05/hr$0.11/hr
Price per TFLOPs (FP32-eq)—$56—————