Compare XPUs

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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

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

SpecificationGroq LPU Inference EngineNVIDIA P40NVIDIA GeForce GT 710NVIDIA GeForce GTX 1650NVIDIA RTX A2000NVIDIA GeForce RTX 3090NVIDIA A100 SXM
ArchitectureTSP (Tensor Streaming Processor)PascalKeplerTuringAmpereAmpereAmpere
Form Factor—PCIePCIePCIePCIePCIeSXM
VRAM230 GB24 GB2 GB4 GB12 GB24 GB80 GB
Memory Bandwidth—346 GB/s14.4 GB/s128 GB/s288 GB/s936 GB/s2,039 GB/s
TFLOPs (FP32)—120.3662.984835.619.5
TFLOPs (FP16)——————312
TFLOPs—120.3662.9841671312
TFLOPs (FP8)———————
TDP300 W250 W19 W75 W70 W350 W400 W
Launch DateFeb 2024Sep 2016Mar 2014Apr 2019Oct 2021Sep 2020May 2020

Efficiency Metrics

MetricLPU Inference EngineP40GeForce GT 710GeForce GTX 1650RTX A2000GeForce RTX 3090A100 SXM
TFLOPs per Watt (FP32-eq)—0.050.020.040.110.100.39
Memory Bandwidth per GB—14.4 GB/s7.2 GB/s32.0 GB/s24.0 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 Groq LPU Inference Engine

NVIDIA P40
VRAM
9.58x
Need 9.58x P40
NVIDIA GeForce GT 710
VRAM
115.00x
Need 115.00x GeForce GT 710
NVIDIA GeForce GTX 1650
VRAM
57.50x
Need 57.50x GeForce GTX 1650
NVIDIA RTX A2000
VRAM
19.17x
Need 19.17x RTX A2000
NVIDIA GeForce RTX 3090
VRAM
9.58x
Need 9.58x GeForce RTX 3090
NVIDIA A100 SXM
VRAM
2.88x
Need 2.88x A100 SXM

To match 1x NVIDIA P40

Groq LPU Inference Engine
VRAM
0.10x
LPU Inference Engine has 9.58x more
NVIDIA GeForce GT 710
Compute (FP32-eq)
32.79x
Need 32.79x GeForce GT 710
FP32 Compute
32.79x
Need 32.79x GeForce GT 710
VRAM
12.00x
Need 12.00x GeForce GT 710
Memory Bandwidth
24.03x
Need 24.03x GeForce GT 710
NVIDIA GeForce GTX 1650
Compute (FP32-eq)
4.02x
Need 4.02x GeForce GTX 1650
FP32 Compute
4.02x
Need 4.02x GeForce GTX 1650
VRAM
6.00x
Need 6.00x GeForce GTX 1650
Memory Bandwidth
2.70x
Need 2.70x GeForce GTX 1650
NVIDIA RTX A2000
Compute (FP32-eq)
1.50x
Need 1.50x RTX A2000
FP32 Compute
1.50x
Need 1.50x RTX A2000
VRAM
2.00x
Need 2.00x RTX A2000
Memory Bandwidth
1.20x
Need 1.20x RTX A2000
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.34x
GeForce RTX 3090 is 2.96x faster
FP32 Compute
0.34x
GeForce RTX 3090 is 2.97x faster
VRAM
1.00x
GeForce RTX 3090 has 1.00x more
Memory Bandwidth
0.37x
GeForce RTX 3090 has 2.71x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.08x
A100 SXM is 13.00x faster
FP32 Compute
0.62x
A100 SXM is 1.63x faster
VRAM
0.30x
A100 SXM has 3.33x more
Memory Bandwidth
0.17x
A100 SXM has 5.89x more

To match 1x NVIDIA GeForce GT 710

Groq LPU Inference Engine
VRAM
0.01x
LPU Inference Engine has 115.00x more
NVIDIA P40
Compute (FP32-eq)
0.03x
P40 is 32.79x faster
FP32 Compute
0.03x
P40 is 32.79x faster
VRAM
0.08x
P40 has 12.00x more
Memory Bandwidth
0.04x
P40 has 24.03x more
NVIDIA GeForce GTX 1650
Compute (FP32-eq)
0.12x
GeForce GTX 1650 is 8.15x faster
FP32 Compute
0.12x
GeForce GTX 1650 is 8.15x faster
VRAM
0.50x
GeForce GTX 1650 has 2.00x more
Memory Bandwidth
0.11x
GeForce GTX 1650 has 8.89x more
NVIDIA RTX A2000
Compute (FP32-eq)
0.05x
RTX A2000 is 21.86x faster
FP32 Compute
0.05x
RTX A2000 is 21.86x faster
VRAM
0.17x
RTX A2000 has 6.00x more
Memory Bandwidth
0.05x
RTX A2000 has 20.00x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.01x
GeForce RTX 3090 is 96.99x faster
FP32 Compute
0.01x
GeForce RTX 3090 is 97.27x faster
VRAM
0.08x
GeForce RTX 3090 has 12.00x more
Memory Bandwidth
0.02x
GeForce RTX 3090 has 65.00x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.00x
A100 SXM is 426.23x faster
FP32 Compute
0.02x
A100 SXM is 53.28x faster
VRAM
0.03x
A100 SXM has 40.00x more
Memory Bandwidth
0.01x
A100 SXM has 141.60x more

To match 1x NVIDIA GeForce GTX 1650

Groq LPU Inference Engine
VRAM
0.02x
LPU Inference Engine has 57.50x more
NVIDIA P40
Compute (FP32-eq)
0.25x
P40 is 4.02x faster
FP32 Compute
0.25x
P40 is 4.02x faster
VRAM
0.17x
P40 has 6.00x more
Memory Bandwidth
0.37x
P40 has 2.70x more
NVIDIA GeForce GT 710
Compute (FP32-eq)
8.15x
Need 8.15x GeForce GT 710
FP32 Compute
8.15x
Need 8.15x GeForce GT 710
VRAM
2.00x
Need 2.00x GeForce GT 710
Memory Bandwidth
8.89x
Need 8.89x GeForce GT 710
NVIDIA RTX A2000
Compute (FP32-eq)
0.37x
RTX A2000 is 2.68x faster
FP32 Compute
0.37x
RTX A2000 is 2.68x faster
VRAM
0.33x
RTX A2000 has 3.00x more
Memory Bandwidth
0.44x
RTX A2000 has 2.25x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.08x
GeForce RTX 3090 is 11.90x faster
FP32 Compute
0.08x
GeForce RTX 3090 is 11.93x faster
VRAM
0.17x
GeForce RTX 3090 has 6.00x more
Memory Bandwidth
0.14x
GeForce RTX 3090 has 7.31x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.02x
A100 SXM is 52.28x faster
FP32 Compute
0.15x
A100 SXM is 6.53x faster
VRAM
0.05x
A100 SXM has 20.00x more
Memory Bandwidth
0.06x
A100 SXM has 15.93x more

To match 1x NVIDIA RTX A2000

Groq LPU Inference Engine
VRAM
0.05x
LPU Inference Engine has 19.17x more
NVIDIA P40
Compute (FP32-eq)
0.67x
P40 is 1.50x faster
FP32 Compute
0.67x
P40 is 1.50x faster
VRAM
0.50x
P40 has 2.00x more
Memory Bandwidth
0.83x
P40 has 1.20x more
NVIDIA GeForce GT 710
Compute (FP32-eq)
21.86x
Need 21.86x GeForce GT 710
FP32 Compute
21.86x
Need 21.86x GeForce GT 710
VRAM
6.00x
Need 6.00x GeForce GT 710
Memory Bandwidth
20.00x
Need 20.00x GeForce GT 710
NVIDIA GeForce GTX 1650
Compute (FP32-eq)
2.68x
Need 2.68x GeForce GTX 1650
FP32 Compute
2.68x
Need 2.68x GeForce GTX 1650
VRAM
3.00x
Need 3.00x GeForce GTX 1650
Memory Bandwidth
2.25x
Need 2.25x GeForce GTX 1650
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.23x
GeForce RTX 3090 is 4.44x faster
FP32 Compute
0.22x
GeForce RTX 3090 is 4.45x faster
VRAM
0.50x
GeForce RTX 3090 has 2.00x more
Memory Bandwidth
0.31x
GeForce RTX 3090 has 3.25x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.05x
A100 SXM is 19.50x faster
FP32 Compute
0.41x
A100 SXM is 2.44x faster
VRAM
0.15x
A100 SXM has 6.67x more
Memory Bandwidth
0.14x
A100 SXM has 7.08x more

To match 1x NVIDIA GeForce RTX 3090

Groq LPU Inference Engine
VRAM
0.10x
LPU Inference Engine has 9.58x more
NVIDIA P40
Compute (FP32-eq)
2.96x
Need 2.96x P40
FP32 Compute
2.97x
Need 2.97x P40
VRAM
1.00x
P40 has 1.00x more
Memory Bandwidth
2.71x
Need 2.71x P40
NVIDIA GeForce GT 710
Compute (FP32-eq)
96.99x
Need 96.99x GeForce GT 710
FP32 Compute
97.27x
Need 97.27x GeForce GT 710
VRAM
12.00x
Need 12.00x GeForce GT 710
Memory Bandwidth
65.00x
Need 65.00x GeForce GT 710
NVIDIA GeForce GTX 1650
Compute (FP32-eq)
11.90x
Need 11.90x GeForce GTX 1650
FP32 Compute
11.93x
Need 11.93x GeForce GTX 1650
VRAM
6.00x
Need 6.00x GeForce GTX 1650
Memory Bandwidth
7.31x
Need 7.31x GeForce GTX 1650
NVIDIA RTX A2000
Compute (FP32-eq)
4.44x
Need 4.44x RTX A2000
FP32 Compute
4.45x
Need 4.45x RTX A2000
VRAM
2.00x
Need 2.00x RTX A2000
Memory Bandwidth
3.25x
Need 3.25x RTX A2000
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

Groq LPU Inference Engine
VRAM
0.35x
LPU Inference Engine has 2.88x more
NVIDIA P40
Compute (FP32-eq)
13.00x
Need 13.00x P40
FP32 Compute
1.63x
Need 1.63x P40
VRAM
3.33x
Need 3.33x P40
Memory Bandwidth
5.89x
Need 5.89x P40
NVIDIA GeForce GT 710
Compute (FP32-eq)
426.23x
Need 426.23x GeForce GT 710
FP32 Compute
53.28x
Need 53.28x GeForce GT 710
VRAM
40.00x
Need 40.00x GeForce GT 710
Memory Bandwidth
141.60x
Need 141.60x GeForce GT 710
NVIDIA GeForce GTX 1650
Compute (FP32-eq)
52.28x
Need 52.28x GeForce GTX 1650
FP32 Compute
6.53x
Need 6.53x GeForce GTX 1650
VRAM
20.00x
Need 20.00x GeForce GTX 1650
Memory Bandwidth
15.93x
Need 15.93x GeForce GTX 1650
NVIDIA RTX A2000
Compute (FP32-eq)
19.50x
Need 19.50x RTX A2000
FP32 Compute
2.44x
Need 2.44x RTX A2000
VRAM
6.67x
Need 6.67x RTX A2000
Memory Bandwidth
7.08x
Need 7.08x RTX A2000
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 TypeLPU Inference EngineP40GeForce GT 710GeForce GTX 1650RTX A2000GeForce RTX 3090A100 SXM
CAPEX (Street Price)——————$15,000
OPEX (per hour)—$2.07/hr$0.07/hr$0.04/hr$0.04/hr$0.11/hr$4.05/hr
Price per TFLOPs (FP32-eq)——————$96