Compare XPUs

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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

Maximum of 5 XPUs can be compared at once. Deselect one to add another.

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-3Google TPU v4NVIDIA GeForce RTX 4080NVIDIA GeForce GT 730NVIDIA GeForce GTX 1070NVIDIA GeForce RTX 3090
ArchitectureWafer Scale EngineTPU v4Ada LovelaceKeplerPascalAmpere
Form Factor—MezzaninePCIePCIePCIePCIe
VRAM44 GB32 GB16 GB2 GB8 GB24 GB
Memory Bandwidth——716.8 GB/s28.5 GB/s256 GB/s936 GB/s
TFLOPs (FP32)——48.70.6936.46335.6
TFLOPs (FP16)——————
TFLOPs—27597.760.6936.46371
TFLOPs (FP8)——————
TDP23000 W300 W320 W49 W150 W350 W
Launch DateMar 2024May 2021Nov 2022Jun 2014Jun 2016Sep 2020

Efficiency Metrics

MetricWSE-3TPU v4GeForce RTX 4080GeForce GT 730GeForce GTX 1070GeForce RTX 3090
TFLOPs per Watt (FP32-eq)—0.460.150.010.040.10
Memory Bandwidth per GB——44.8 GB/s14.3 GB/s32.0 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

Google TPU v4
VRAM
1.38x
Need 1.38x TPU v4
NVIDIA GeForce RTX 4080
VRAM
2.75x
Need 2.75x GeForce RTX 4080
NVIDIA GeForce GT 730
VRAM
22.00x
Need 22.00x GeForce GT 730
NVIDIA GeForce GTX 1070
VRAM
5.50x
Need 5.50x GeForce GTX 1070
NVIDIA GeForce RTX 3090
VRAM
1.83x
Need 1.83x GeForce RTX 3090

To match 1x Google TPU v4

Cerebras WSE-3
VRAM
0.73x
WSE-3 has 1.38x more
NVIDIA GeForce RTX 4080
Compute (FP32-eq)
2.81x
Need 2.81x GeForce RTX 4080
VRAM
2.00x
Need 2.00x GeForce RTX 4080
NVIDIA GeForce GT 730
Compute (FP32-eq)
198.41x
Need 198.41x GeForce GT 730
VRAM
16.00x
Need 16.00x GeForce GT 730
NVIDIA GeForce GTX 1070
Compute (FP32-eq)
21.27x
Need 21.27x GeForce GTX 1070
VRAM
4.00x
Need 4.00x GeForce GTX 1070
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
3.87x
Need 3.87x GeForce RTX 3090
VRAM
1.33x
Need 1.33x GeForce RTX 3090

To match 1x NVIDIA GeForce RTX 4080

Cerebras WSE-3
VRAM
0.36x
WSE-3 has 2.75x more
Google TPU v4
Compute (FP32-eq)
0.36x
TPU v4 is 2.81x faster
VRAM
0.50x
TPU v4 has 2.00x more
NVIDIA GeForce GT 730
Compute (FP32-eq)
70.53x
Need 70.53x GeForce GT 730
FP32 Compute
70.27x
Need 70.27x GeForce GT 730
VRAM
8.00x
Need 8.00x GeForce GT 730
Memory Bandwidth
25.15x
Need 25.15x GeForce GT 730
NVIDIA GeForce GTX 1070
Compute (FP32-eq)
7.56x
Need 7.56x GeForce GTX 1070
FP32 Compute
7.54x
Need 7.54x GeForce GTX 1070
VRAM
2.00x
Need 2.00x GeForce GTX 1070
Memory Bandwidth
2.80x
Need 2.80x GeForce GTX 1070
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
1.38x
Need 1.38x GeForce RTX 3090
FP32 Compute
1.37x
Need 1.37x GeForce RTX 3090
VRAM
0.67x
GeForce RTX 3090 has 1.50x more
Memory Bandwidth
0.77x
GeForce RTX 3090 has 1.31x more

To match 1x NVIDIA GeForce GT 730

Cerebras WSE-3
VRAM
0.05x
WSE-3 has 22.00x more
Google TPU v4
Compute (FP32-eq)
0.01x
TPU v4 is 198.41x faster
VRAM
0.06x
TPU v4 has 16.00x more
NVIDIA GeForce RTX 4080
Compute (FP32-eq)
0.01x
GeForce RTX 4080 is 70.53x faster
FP32 Compute
0.01x
GeForce RTX 4080 is 70.27x faster
VRAM
0.13x
GeForce RTX 4080 has 8.00x more
Memory Bandwidth
0.04x
GeForce RTX 4080 has 25.15x more
NVIDIA GeForce GTX 1070
Compute (FP32-eq)
0.11x
GeForce GTX 1070 is 9.33x faster
FP32 Compute
0.11x
GeForce GTX 1070 is 9.33x faster
VRAM
0.25x
GeForce GTX 1070 has 4.00x more
Memory Bandwidth
0.11x
GeForce GTX 1070 has 8.98x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.02x
GeForce RTX 3090 is 51.23x faster
FP32 Compute
0.02x
GeForce RTX 3090 is 51.37x faster
VRAM
0.08x
GeForce RTX 3090 has 12.00x more
Memory Bandwidth
0.03x
GeForce RTX 3090 has 32.84x more

To match 1x NVIDIA GeForce GTX 1070

Cerebras WSE-3
VRAM
0.18x
WSE-3 has 5.50x more
Google TPU v4
Compute (FP32-eq)
0.05x
TPU v4 is 21.27x faster
VRAM
0.25x
TPU v4 has 4.00x more
NVIDIA GeForce RTX 4080
Compute (FP32-eq)
0.13x
GeForce RTX 4080 is 7.56x faster
FP32 Compute
0.13x
GeForce RTX 4080 is 7.54x faster
VRAM
0.50x
GeForce RTX 4080 has 2.00x more
Memory Bandwidth
0.36x
GeForce RTX 4080 has 2.80x more
NVIDIA GeForce GT 730
Compute (FP32-eq)
9.33x
Need 9.33x GeForce GT 730
FP32 Compute
9.33x
Need 9.33x GeForce GT 730
VRAM
4.00x
Need 4.00x GeForce GT 730
Memory Bandwidth
8.98x
Need 8.98x GeForce GT 730
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.18x
GeForce RTX 3090 is 5.49x faster
FP32 Compute
0.18x
GeForce RTX 3090 is 5.51x faster
VRAM
0.33x
GeForce RTX 3090 has 3.00x more
Memory Bandwidth
0.27x
GeForce RTX 3090 has 3.66x more

To match 1x NVIDIA GeForce RTX 3090

Cerebras WSE-3
VRAM
0.55x
WSE-3 has 1.83x more
Google TPU v4
Compute (FP32-eq)
0.26x
TPU v4 is 3.87x faster
VRAM
0.75x
TPU v4 has 1.33x more
NVIDIA GeForce RTX 4080
Compute (FP32-eq)
0.73x
GeForce RTX 4080 is 1.38x faster
FP32 Compute
0.73x
GeForce RTX 4080 is 1.37x faster
VRAM
1.50x
Need 1.50x GeForce RTX 4080
Memory Bandwidth
1.31x
Need 1.31x GeForce RTX 4080
NVIDIA GeForce GT 730
Compute (FP32-eq)
51.23x
Need 51.23x GeForce GT 730
FP32 Compute
51.37x
Need 51.37x GeForce GT 730
VRAM
12.00x
Need 12.00x GeForce GT 730
Memory Bandwidth
32.84x
Need 32.84x GeForce GT 730
NVIDIA GeForce GTX 1070
Compute (FP32-eq)
5.49x
Need 5.49x GeForce GTX 1070
FP32 Compute
5.51x
Need 5.51x GeForce GTX 1070
VRAM
3.00x
Need 3.00x GeForce GTX 1070
Memory Bandwidth
3.66x
Need 3.66x GeForce GTX 1070

Pricing

Price TypeWSE-3TPU v4GeForce RTX 4080GeForce GT 730GeForce GTX 1070GeForce RTX 3090
CAPEX (Street Price)——————
OPEX (per hour)—$3.00/hr$0.13/hr$0.04/hr$0.04/hr$0.11/hr
Price per TFLOPs (FP32-eq)——————