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

SpecificationGroq LPU Inference EngineNVIDIA GeForce RTX 5060 TiNVIDIA Quadro K620NVIDIA GeForce RTX 2080NVIDIA GeForce RTX 3090NVIDIA GeForce GTX 1080
ArchitectureTSP (Tensor Streaming Processor)BlackwellKeplerTuringAmperePascal
Form Factor—PCIePCIePCIePCIePCIe
VRAM230 GB16 GB2 GB8 GB24 GB8 GB
Memory Bandwidth—544 GB/s29 GB/s448 GB/s936 GB/s320 GB/s
TFLOPs (FP32)—250.76810.135.68.873
TFLOPs (FP16)——————
TFLOPs—880.76810.1718.873
TFLOPs (FP8)——————
TDP300 W220 W45 W215 W350 W180 W
Launch DateFeb 2024Mar 2025Jul 2014Sep 2018Sep 2020May 2016

Efficiency Metrics

MetricLPU Inference EngineGeForce RTX 5060 TiQuadro K620GeForce RTX 2080GeForce RTX 3090GeForce GTX 1080
TFLOPs per Watt (FP32-eq)—0.200.020.050.100.05
Memory Bandwidth per GB—34.0 GB/s14.5 GB/s56.0 GB/s39.0 GB/s40.0 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 GeForce RTX 5060 Ti
VRAM
14.38x
Need 14.38x GeForce RTX 5060 Ti
NVIDIA Quadro K620
VRAM
115.00x
Need 115.00x Quadro K620
NVIDIA GeForce RTX 2080
VRAM
28.75x
Need 28.75x GeForce RTX 2080
NVIDIA GeForce RTX 3090
VRAM
9.58x
Need 9.58x GeForce RTX 3090
NVIDIA GeForce GTX 1080
VRAM
28.75x
Need 28.75x GeForce GTX 1080

To match 1x NVIDIA GeForce RTX 5060 Ti

Groq LPU Inference Engine
VRAM
0.07x
LPU Inference Engine has 14.38x more
NVIDIA Quadro K620
Compute (FP32-eq)
57.29x
Need 57.29x Quadro K620
FP32 Compute
32.55x
Need 32.55x Quadro K620
VRAM
8.00x
Need 8.00x Quadro K620
Memory Bandwidth
18.76x
Need 18.76x Quadro K620
NVIDIA GeForce RTX 2080
Compute (FP32-eq)
4.36x
Need 4.36x GeForce RTX 2080
FP32 Compute
2.48x
Need 2.48x GeForce RTX 2080
VRAM
2.00x
Need 2.00x GeForce RTX 2080
Memory Bandwidth
1.21x
Need 1.21x GeForce RTX 2080
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
NVIDIA GeForce GTX 1080
Compute (FP32-eq)
4.96x
Need 4.96x GeForce GTX 1080
FP32 Compute
2.82x
Need 2.82x GeForce GTX 1080
VRAM
2.00x
Need 2.00x GeForce GTX 1080
Memory Bandwidth
1.70x
Need 1.70x GeForce GTX 1080

To match 1x NVIDIA Quadro K620

Groq LPU Inference Engine
VRAM
0.01x
LPU Inference Engine has 115.00x more
NVIDIA GeForce RTX 5060 Ti
Compute (FP32-eq)
0.02x
GeForce RTX 5060 Ti is 57.29x faster
FP32 Compute
0.03x
GeForce RTX 5060 Ti is 32.55x faster
VRAM
0.13x
GeForce RTX 5060 Ti has 8.00x more
Memory Bandwidth
0.05x
GeForce RTX 5060 Ti has 18.76x more
NVIDIA GeForce RTX 2080
Compute (FP32-eq)
0.08x
GeForce RTX 2080 is 13.15x faster
FP32 Compute
0.08x
GeForce RTX 2080 is 13.15x faster
VRAM
0.25x
GeForce RTX 2080 has 4.00x more
Memory Bandwidth
0.06x
GeForce RTX 2080 has 15.45x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.02x
GeForce RTX 3090 is 46.22x faster
FP32 Compute
0.02x
GeForce RTX 3090 is 46.35x faster
VRAM
0.08x
GeForce RTX 3090 has 12.00x more
Memory Bandwidth
0.03x
GeForce RTX 3090 has 32.28x more
NVIDIA GeForce GTX 1080
Compute (FP32-eq)
0.09x
GeForce GTX 1080 is 11.55x faster
FP32 Compute
0.09x
GeForce GTX 1080 is 11.55x faster
VRAM
0.25x
GeForce GTX 1080 has 4.00x more
Memory Bandwidth
0.09x
GeForce GTX 1080 has 11.03x more

To match 1x NVIDIA GeForce RTX 2080

Groq LPU Inference Engine
VRAM
0.03x
LPU Inference Engine has 28.75x more
NVIDIA GeForce RTX 5060 Ti
Compute (FP32-eq)
0.23x
GeForce RTX 5060 Ti is 4.36x faster
FP32 Compute
0.40x
GeForce RTX 5060 Ti is 2.48x 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 Quadro K620
Compute (FP32-eq)
13.15x
Need 13.15x Quadro K620
FP32 Compute
13.15x
Need 13.15x Quadro K620
VRAM
4.00x
Need 4.00x Quadro K620
Memory Bandwidth
15.45x
Need 15.45x Quadro K620
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.28x
GeForce RTX 3090 is 3.51x faster
FP32 Compute
0.28x
GeForce RTX 3090 is 3.52x faster
VRAM
0.33x
GeForce RTX 3090 has 3.00x more
Memory Bandwidth
0.48x
GeForce RTX 3090 has 2.09x more
NVIDIA GeForce GTX 1080
Compute (FP32-eq)
1.14x
Need 1.14x GeForce GTX 1080
FP32 Compute
1.14x
Need 1.14x GeForce GTX 1080
VRAM
1.00x
GeForce GTX 1080 has 1.00x more
Memory Bandwidth
1.40x
Need 1.40x GeForce GTX 1080

To match 1x NVIDIA GeForce RTX 3090

Groq LPU Inference Engine
VRAM
0.10x
LPU Inference Engine has 9.58x 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 Quadro K620
Compute (FP32-eq)
46.22x
Need 46.22x Quadro K620
FP32 Compute
46.35x
Need 46.35x Quadro K620
VRAM
12.00x
Need 12.00x Quadro K620
Memory Bandwidth
32.28x
Need 32.28x Quadro K620
NVIDIA GeForce RTX 2080
Compute (FP32-eq)
3.51x
Need 3.51x GeForce RTX 2080
FP32 Compute
3.52x
Need 3.52x GeForce RTX 2080
VRAM
3.00x
Need 3.00x GeForce RTX 2080
Memory Bandwidth
2.09x
Need 2.09x GeForce RTX 2080
NVIDIA GeForce GTX 1080
Compute (FP32-eq)
4.00x
Need 4.00x GeForce GTX 1080
FP32 Compute
4.01x
Need 4.01x GeForce GTX 1080
VRAM
3.00x
Need 3.00x GeForce GTX 1080
Memory Bandwidth
2.92x
Need 2.92x GeForce GTX 1080

To match 1x NVIDIA GeForce GTX 1080

Groq LPU Inference Engine
VRAM
0.03x
LPU Inference Engine has 28.75x more
NVIDIA GeForce RTX 5060 Ti
Compute (FP32-eq)
0.20x
GeForce RTX 5060 Ti is 4.96x faster
FP32 Compute
0.35x
GeForce RTX 5060 Ti is 2.82x faster
VRAM
0.50x
GeForce RTX 5060 Ti has 2.00x more
Memory Bandwidth
0.59x
GeForce RTX 5060 Ti has 1.70x more
NVIDIA Quadro K620
Compute (FP32-eq)
11.55x
Need 11.55x Quadro K620
FP32 Compute
11.55x
Need 11.55x Quadro K620
VRAM
4.00x
Need 4.00x Quadro K620
Memory Bandwidth
11.03x
Need 11.03x Quadro K620
NVIDIA GeForce RTX 2080
Compute (FP32-eq)
0.88x
GeForce RTX 2080 is 1.14x faster
FP32 Compute
0.88x
GeForce RTX 2080 is 1.14x faster
VRAM
1.00x
GeForce RTX 2080 has 1.00x more
Memory Bandwidth
0.71x
GeForce RTX 2080 has 1.40x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.25x
GeForce RTX 3090 is 4.00x faster
FP32 Compute
0.25x
GeForce RTX 3090 is 4.01x faster
VRAM
0.33x
GeForce RTX 3090 has 3.00x more
Memory Bandwidth
0.34x
GeForce RTX 3090 has 2.92x more

Pricing

Price TypeLPU Inference EngineGeForce RTX 5060 TiQuadro K620GeForce RTX 2080GeForce RTX 3090GeForce GTX 1080
CAPEX (Street Price)——————
OPEX (per hour)—$0.09/hr$0.05/hr$0.07/hr$0.11/hr$0.04/hr
Price per TFLOPs (FP32-eq)——————