Compare XPUs

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Showing 128 XPUs • 8 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 IPU-M2000NVIDIA GeForce RTX 5090NVIDIA RTX 4500 Ada GenerationNVIDIA T4GNVIDIA GeForce GTX 1060NVIDIA GeForce RTX 3090NVIDIA A100 SXM
ArchitectureWafer Scale EngineColossus Mk2BlackwellAda LovelaceTuringPascalAmpereAmpere
Form Factor——PCIePCIePCIePCIePCIeSXM
VRAM44 GB3.6 GB32 GB24 GB16 GB6 GB24 GB80 GB
Memory Bandwidth——1,792 GB/s576 GB/s320 GB/s192 GB/s936 GB/s2,039 GB/s
TFLOPs (FP32)——9248.58.14.37535.619.5
TFLOPs (FP16)—500—————312
TFLOPs——31897654.37571312
TFLOPs (FP8)————————
TDP23000 W180 W575 W210 W70 W120 W350 W400 W
Launch DateMar 2024Jul 2020Jan 2025Mar 2023May 2020Jul 2016Sep 2020May 2020

Efficiency Metrics

MetricWSE-3IPU-M2000GeForce RTX 5090RTX 4500 Ada GenerationT4GGeForce GTX 1060GeForce RTX 3090A100 SXM
TFLOPs per Watt (FP32-eq)——0.280.230.460.040.100.39
Memory Bandwidth per GB——56.0 GB/s24.0 GB/s20.0 GB/s32.0 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

Graphcore IPU-M2000
VRAM
12.22x
Need 12.22x IPU-M2000
NVIDIA GeForce RTX 5090
VRAM
1.38x
Need 1.38x GeForce RTX 5090
NVIDIA RTX 4500 Ada Generation
VRAM
1.83x
Need 1.83x RTX 4500 Ada Generation
NVIDIA T4G
VRAM
2.75x
Need 2.75x T4G
NVIDIA GeForce GTX 1060
VRAM
7.33x
Need 7.33x GeForce GTX 1060
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 Graphcore IPU-M2000

Cerebras WSE-3
VRAM
0.08x
WSE-3 has 12.22x more
NVIDIA GeForce RTX 5090
VRAM
0.11x
GeForce RTX 5090 has 8.89x more
NVIDIA RTX 4500 Ada Generation
VRAM
0.15x
RTX 4500 Ada Generation has 6.67x more
NVIDIA T4G
VRAM
0.23x
T4G has 4.44x more
NVIDIA GeForce GTX 1060
VRAM
0.60x
GeForce GTX 1060 has 1.67x more
NVIDIA GeForce RTX 3090
VRAM
0.15x
GeForce RTX 3090 has 6.67x more
NVIDIA A100 SXM
VRAM
0.04x
A100 SXM has 22.22x more

To match 1x NVIDIA GeForce RTX 5090

Cerebras WSE-3
VRAM
0.73x
WSE-3 has 1.38x more
Graphcore IPU-M2000
VRAM
8.89x
Need 8.89x IPU-M2000
NVIDIA RTX 4500 Ada Generation
Compute (FP32-eq)
3.28x
Need 3.28x RTX 4500 Ada Generation
FP32 Compute
1.90x
Need 1.90x RTX 4500 Ada Generation
VRAM
1.33x
Need 1.33x RTX 4500 Ada Generation
Memory Bandwidth
3.11x
Need 3.11x RTX 4500 Ada Generation
NVIDIA T4G
Compute (FP32-eq)
4.89x
Need 4.89x T4G
FP32 Compute
11.36x
Need 11.36x T4G
VRAM
2.00x
Need 2.00x T4G
Memory Bandwidth
5.60x
Need 5.60x T4G
NVIDIA GeForce GTX 1060
Compute (FP32-eq)
36.34x
Need 36.34x GeForce GTX 1060
FP32 Compute
21.03x
Need 21.03x GeForce GTX 1060
VRAM
5.33x
Need 5.33x GeForce GTX 1060
Memory Bandwidth
9.33x
Need 9.33x GeForce GTX 1060
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
4.48x
Need 4.48x GeForce RTX 3090
FP32 Compute
2.58x
Need 2.58x GeForce RTX 3090
VRAM
1.33x
Need 1.33x GeForce RTX 3090
Memory Bandwidth
1.91x
Need 1.91x GeForce RTX 3090
NVIDIA A100 SXM
Compute (FP32-eq)
1.02x
Need 1.02x A100 SXM
FP32 Compute
4.72x
Need 4.72x A100 SXM
VRAM
0.40x
A100 SXM has 2.50x more
Memory Bandwidth
0.88x
A100 SXM has 1.14x more

To match 1x NVIDIA RTX 4500 Ada Generation

Cerebras WSE-3
VRAM
0.55x
WSE-3 has 1.83x more
Graphcore IPU-M2000
VRAM
6.67x
Need 6.67x IPU-M2000
NVIDIA GeForce RTX 5090
Compute (FP32-eq)
0.31x
GeForce RTX 5090 is 3.28x faster
FP32 Compute
0.53x
GeForce RTX 5090 is 1.90x faster
VRAM
0.75x
GeForce RTX 5090 has 1.33x more
Memory Bandwidth
0.32x
GeForce RTX 5090 has 3.11x more
NVIDIA T4G
Compute (FP32-eq)
1.49x
Need 1.49x T4G
FP32 Compute
5.99x
Need 5.99x T4G
VRAM
1.50x
Need 1.50x T4G
Memory Bandwidth
1.80x
Need 1.80x T4G
NVIDIA GeForce GTX 1060
Compute (FP32-eq)
11.09x
Need 11.09x GeForce GTX 1060
FP32 Compute
11.09x
Need 11.09x GeForce GTX 1060
VRAM
4.00x
Need 4.00x GeForce GTX 1060
Memory Bandwidth
3.00x
Need 3.00x GeForce GTX 1060
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 T4G

Cerebras WSE-3
VRAM
0.36x
WSE-3 has 2.75x more
Graphcore IPU-M2000
VRAM
4.44x
Need 4.44x IPU-M2000
NVIDIA GeForce RTX 5090
Compute (FP32-eq)
0.20x
GeForce RTX 5090 is 4.89x faster
FP32 Compute
0.09x
GeForce RTX 5090 is 11.36x faster
VRAM
0.50x
GeForce RTX 5090 has 2.00x more
Memory Bandwidth
0.18x
GeForce RTX 5090 has 5.60x more
NVIDIA RTX 4500 Ada Generation
Compute (FP32-eq)
0.67x
RTX 4500 Ada Generation is 1.49x faster
FP32 Compute
0.17x
RTX 4500 Ada Generation is 5.99x faster
VRAM
0.67x
RTX 4500 Ada Generation has 1.50x more
Memory Bandwidth
0.56x
RTX 4500 Ada Generation has 1.80x more
NVIDIA GeForce GTX 1060
Compute (FP32-eq)
7.43x
Need 7.43x GeForce GTX 1060
FP32 Compute
1.85x
Need 1.85x GeForce GTX 1060
VRAM
2.67x
Need 2.67x GeForce GTX 1060
Memory Bandwidth
1.67x
Need 1.67x GeForce GTX 1060
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.92x
GeForce RTX 3090 is 1.09x faster
FP32 Compute
0.23x
GeForce RTX 3090 is 4.40x faster
VRAM
0.67x
GeForce RTX 3090 has 1.50x more
Memory Bandwidth
0.34x
GeForce RTX 3090 has 2.92x more
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

To match 1x NVIDIA GeForce GTX 1060

Cerebras WSE-3
VRAM
0.14x
WSE-3 has 7.33x more
Graphcore IPU-M2000
VRAM
1.67x
Need 1.67x IPU-M2000
NVIDIA GeForce RTX 5090
Compute (FP32-eq)
0.03x
GeForce RTX 5090 is 36.34x faster
FP32 Compute
0.05x
GeForce RTX 5090 is 21.03x faster
VRAM
0.19x
GeForce RTX 5090 has 5.33x more
Memory Bandwidth
0.11x
GeForce RTX 5090 has 9.33x more
NVIDIA RTX 4500 Ada Generation
Compute (FP32-eq)
0.09x
RTX 4500 Ada Generation is 11.09x faster
FP32 Compute
0.09x
RTX 4500 Ada Generation is 11.09x faster
VRAM
0.25x
RTX 4500 Ada Generation has 4.00x more
Memory Bandwidth
0.33x
RTX 4500 Ada Generation has 3.00x more
NVIDIA T4G
Compute (FP32-eq)
0.13x
T4G is 7.43x faster
FP32 Compute
0.54x
T4G is 1.85x faster
VRAM
0.38x
T4G has 2.67x more
Memory Bandwidth
0.60x
T4G has 1.67x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.12x
GeForce RTX 3090 is 8.11x faster
FP32 Compute
0.12x
GeForce RTX 3090 is 8.14x faster
VRAM
0.25x
GeForce RTX 3090 has 4.00x more
Memory Bandwidth
0.21x
GeForce RTX 3090 has 4.88x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.03x
A100 SXM is 35.66x faster
FP32 Compute
0.22x
A100 SXM is 4.46x faster
VRAM
0.07x
A100 SXM has 13.33x more
Memory Bandwidth
0.09x
A100 SXM has 10.62x more

To match 1x NVIDIA GeForce RTX 3090

Cerebras WSE-3
VRAM
0.55x
WSE-3 has 1.83x more
Graphcore IPU-M2000
VRAM
6.67x
Need 6.67x IPU-M2000
NVIDIA GeForce RTX 5090
Compute (FP32-eq)
0.22x
GeForce RTX 5090 is 4.48x faster
FP32 Compute
0.39x
GeForce RTX 5090 is 2.58x faster
VRAM
0.75x
GeForce RTX 5090 has 1.33x more
Memory Bandwidth
0.52x
GeForce RTX 5090 has 1.91x more
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 T4G
Compute (FP32-eq)
1.09x
Need 1.09x T4G
FP32 Compute
4.40x
Need 4.40x T4G
VRAM
1.50x
Need 1.50x T4G
Memory Bandwidth
2.92x
Need 2.92x T4G
NVIDIA GeForce GTX 1060
Compute (FP32-eq)
8.11x
Need 8.11x GeForce GTX 1060
FP32 Compute
8.14x
Need 8.14x GeForce GTX 1060
VRAM
4.00x
Need 4.00x GeForce GTX 1060
Memory Bandwidth
4.88x
Need 4.88x GeForce GTX 1060
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
Graphcore IPU-M2000
VRAM
22.22x
Need 22.22x IPU-M2000
NVIDIA GeForce RTX 5090
Compute (FP32-eq)
0.98x
GeForce RTX 5090 is 1.02x faster
FP32 Compute
0.21x
GeForce RTX 5090 is 4.72x faster
VRAM
2.50x
Need 2.50x GeForce RTX 5090
Memory Bandwidth
1.14x
Need 1.14x GeForce RTX 5090
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 T4G
Compute (FP32-eq)
4.80x
Need 4.80x T4G
FP32 Compute
2.41x
Need 2.41x T4G
VRAM
5.00x
Need 5.00x T4G
Memory Bandwidth
6.37x
Need 6.37x T4G
NVIDIA GeForce GTX 1060
Compute (FP32-eq)
35.66x
Need 35.66x GeForce GTX 1060
FP32 Compute
4.46x
Need 4.46x GeForce GTX 1060
VRAM
13.33x
Need 13.33x GeForce GTX 1060
Memory Bandwidth
10.62x
Need 10.62x GeForce GTX 1060
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-3IPU-M2000GeForce RTX 5090RTX 4500 Ada GenerationT4GGeForce GTX 1060GeForce RTX 3090A100 SXM
CAPEX (Street Price)———————$15,000
OPEX (per hour)——$0.27/hr—$0.42/hr$0.04/hr$0.11/hr$4.05/hr
Price per TFLOPs (FP32-eq)———————$96