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-3Graphcore Bow IPUIntel Data Center GPU Max 1100NVIDIA GeForce GTX 1050 TiNVIDIA A100 SXMNVIDIA T4
ArchitectureWafer Scale EngineBow-2000Ponte VecchioPascalAmpereTuring
Form Factor——OAMPCIeSXMPCIe
VRAM44 GB3.6 GB48 GB4 GB80 GB16 GB
Memory Bandwidth——1,229 GB/s112 GB/s2,039 GB/s320 GB/s
TFLOPs (FP32)——222.13819.58.1
TFLOPs (FP16)—1,000177—312—
TFLOPs——1772.13831265
TFLOPs (FP8)——————
TDP23000 W200 W300 W75 W400 W70 W
Launch DateMar 2024Mar 2022Jan 2023Oct 2016May 2020Sep 2018

Efficiency Metrics

MetricWSE-3Bow IPUData Center GPU Max 1100GeForce GTX 1050 TiA100 SXMT4
TFLOPs per Watt (FP32-eq)——0.290.030.390.46
Memory Bandwidth per GB——25.6 GB/s28.0 GB/s25.5 GB/s20.0 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

Graphcore Bow IPU
VRAM
12.22x
Need 12.22x Bow IPU
Intel Data Center GPU Max 1100
VRAM
0.92x
Data Center GPU Max 1100 has 1.09x more
NVIDIA GeForce GTX 1050 Ti
VRAM
11.00x
Need 11.00x GeForce GTX 1050 Ti
NVIDIA A100 SXM
VRAM
0.55x
A100 SXM has 1.82x more
NVIDIA T4
VRAM
2.75x
Need 2.75x T4

To match 1x Graphcore Bow IPU

Cerebras WSE-3
VRAM
0.08x
WSE-3 has 12.22x more
Intel Data Center GPU Max 1100
VRAM
0.07x
Data Center GPU Max 1100 has 13.33x more
NVIDIA GeForce GTX 1050 Ti
VRAM
0.90x
GeForce GTX 1050 Ti has 1.11x more
NVIDIA A100 SXM
VRAM
0.04x
A100 SXM has 22.22x more
NVIDIA T4
VRAM
0.23x
T4 has 4.44x more

To match 1x Intel Data Center GPU Max 1100

Cerebras WSE-3
VRAM
1.09x
Need 1.09x WSE-3
Graphcore Bow IPU
VRAM
13.33x
Need 13.33x Bow IPU
NVIDIA GeForce GTX 1050 Ti
Compute (FP32-eq)
41.39x
Need 41.39x GeForce GTX 1050 Ti
FP32 Compute
10.29x
Need 10.29x GeForce GTX 1050 Ti
VRAM
12.00x
Need 12.00x GeForce GTX 1050 Ti
Memory Bandwidth
10.97x
Need 10.97x GeForce GTX 1050 Ti
NVIDIA A100 SXM
Compute (FP32-eq)
0.57x
A100 SXM is 1.76x faster
FP32 Compute
1.13x
Need 1.13x A100 SXM
VRAM
0.60x
A100 SXM has 1.67x more
Memory Bandwidth
0.60x
A100 SXM has 1.66x more
NVIDIA T4
Compute (FP32-eq)
2.72x
Need 2.72x T4
FP32 Compute
2.72x
Need 2.72x T4
VRAM
3.00x
Need 3.00x T4
Memory Bandwidth
3.84x
Need 3.84x T4

To match 1x NVIDIA GeForce GTX 1050 Ti

Cerebras WSE-3
VRAM
0.09x
WSE-3 has 11.00x more
Graphcore Bow IPU
VRAM
1.11x
Need 1.11x Bow IPU
Intel Data Center GPU Max 1100
Compute (FP32-eq)
0.02x
Data Center GPU Max 1100 is 41.39x faster
FP32 Compute
0.10x
Data Center GPU Max 1100 is 10.29x faster
VRAM
0.08x
Data Center GPU Max 1100 has 12.00x more
Memory Bandwidth
0.09x
Data Center GPU Max 1100 has 10.97x 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
NVIDIA T4
Compute (FP32-eq)
0.07x
T4 is 15.20x faster
FP32 Compute
0.26x
T4 is 3.79x faster
VRAM
0.25x
T4 has 4.00x more
Memory Bandwidth
0.35x
T4 has 2.86x more

To match 1x NVIDIA A100 SXM

Cerebras WSE-3
VRAM
1.82x
Need 1.82x WSE-3
Graphcore Bow IPU
VRAM
22.22x
Need 22.22x Bow IPU
Intel Data Center GPU Max 1100
Compute (FP32-eq)
1.76x
Need 1.76x Data Center GPU Max 1100
FP32 Compute
0.89x
Data Center GPU Max 1100 is 1.13x faster
VRAM
1.67x
Need 1.67x Data Center GPU Max 1100
Memory Bandwidth
1.66x
Need 1.66x Data Center GPU Max 1100
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 T4
Compute (FP32-eq)
4.80x
Need 4.80x T4
FP32 Compute
2.41x
Need 2.41x T4
VRAM
5.00x
Need 5.00x T4
Memory Bandwidth
6.37x
Need 6.37x T4

To match 1x NVIDIA T4

Cerebras WSE-3
VRAM
0.36x
WSE-3 has 2.75x more
Graphcore Bow IPU
VRAM
4.44x
Need 4.44x Bow IPU
Intel Data Center GPU Max 1100
Compute (FP32-eq)
0.37x
Data Center GPU Max 1100 is 2.72x faster
FP32 Compute
0.37x
Data Center GPU Max 1100 is 2.72x faster
VRAM
0.33x
Data Center GPU Max 1100 has 3.00x more
Memory Bandwidth
0.26x
Data Center GPU Max 1100 has 3.84x more
NVIDIA GeForce GTX 1050 Ti
Compute (FP32-eq)
15.20x
Need 15.20x GeForce GTX 1050 Ti
FP32 Compute
3.79x
Need 3.79x GeForce GTX 1050 Ti
VRAM
4.00x
Need 4.00x GeForce GTX 1050 Ti
Memory Bandwidth
2.86x
Need 2.86x GeForce GTX 1050 Ti
NVIDIA A100 SXM
Compute (FP32-eq)
0.21x
A100 SXM is 4.80x faster
FP32 Compute
0.42x
A100 SXM is 2.41x faster
VRAM
0.20x
A100 SXM has 5.00x more
Memory Bandwidth
0.16x
A100 SXM has 6.37x more

Pricing

Price TypeWSE-3Bow IPUData Center GPU Max 1100GeForce GTX 1050 TiA100 SXMT4
CAPEX (Street Price)——$5,000—$15,000—
OPEX (per hour)———$0.04/hr$4.05/hr$0.27/hr
Price per TFLOPs (FP32-eq)——$56—$96—