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 RTX 4500 Ada GenerationNVIDIA Quadro P1000NVIDIA GeForce GTX 1080 TiNVIDIA RTX A4500NVIDIA GeForce RTX 3090
ArchitectureTSP (Tensor Streaming Processor)Ada LovelacePascalPascalAmpereAmpere
Form Factor—PCIePCIePCIePCIePCIe
VRAM230 GB24 GB4 GB11 GB20 GB24 GB
Memory Bandwidth—576 GB/s82 GB/s484 GB/s640 GB/s936 GB/s
TFLOPs (FP32)—48.51.89411.3423.735.6
TFLOPs (FP16)——————
TFLOPs—971.89411.3446.671
TFLOPs (FP8)——————
TDP300 W210 W47 W250 W200 W350 W
Launch DateFeb 2024Mar 2023Feb 2017Mar 2017Oct 2021Sep 2020

Efficiency Metrics

MetricLPU Inference EngineRTX 4500 Ada GenerationQuadro P1000GeForce GTX 1080 TiRTX A4500GeForce RTX 3090
TFLOPs per Watt (FP32-eq)—0.230.040.050.120.10
Memory Bandwidth per GB—24.0 GB/s20.5 GB/s44.0 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 Groq LPU Inference Engine

NVIDIA RTX 4500 Ada Generation
VRAM
9.58x
Need 9.58x RTX 4500 Ada Generation
NVIDIA Quadro P1000
VRAM
57.50x
Need 57.50x Quadro P1000
NVIDIA GeForce GTX 1080 Ti
VRAM
20.91x
Need 20.91x GeForce GTX 1080 Ti
NVIDIA RTX A4500
VRAM
11.50x
Need 11.50x RTX A4500
NVIDIA GeForce RTX 3090
VRAM
9.58x
Need 9.58x GeForce RTX 3090

To match 1x NVIDIA RTX 4500 Ada Generation

Groq LPU Inference Engine
VRAM
0.10x
LPU Inference Engine has 9.58x more
NVIDIA Quadro P1000
Compute (FP32-eq)
25.61x
Need 25.61x Quadro P1000
FP32 Compute
25.61x
Need 25.61x Quadro P1000
VRAM
6.00x
Need 6.00x Quadro P1000
Memory Bandwidth
7.02x
Need 7.02x Quadro P1000
NVIDIA GeForce GTX 1080 Ti
Compute (FP32-eq)
4.28x
Need 4.28x GeForce GTX 1080 Ti
FP32 Compute
4.28x
Need 4.28x GeForce GTX 1080 Ti
VRAM
2.18x
Need 2.18x GeForce GTX 1080 Ti
Memory Bandwidth
1.19x
Need 1.19x GeForce GTX 1080 Ti
NVIDIA RTX A4500
Compute (FP32-eq)
2.08x
Need 2.08x RTX A4500
FP32 Compute
2.05x
Need 2.05x RTX A4500
VRAM
1.20x
Need 1.20x RTX A4500
Memory Bandwidth
0.90x
RTX A4500 has 1.11x more
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

To match 1x NVIDIA Quadro P1000

Groq LPU Inference Engine
VRAM
0.02x
LPU Inference Engine has 57.50x more
NVIDIA RTX 4500 Ada Generation
Compute (FP32-eq)
0.04x
RTX 4500 Ada Generation is 25.61x faster
FP32 Compute
0.04x
RTX 4500 Ada Generation is 25.61x faster
VRAM
0.17x
RTX 4500 Ada Generation has 6.00x more
Memory Bandwidth
0.14x
RTX 4500 Ada Generation has 7.02x more
NVIDIA GeForce GTX 1080 Ti
Compute (FP32-eq)
0.17x
GeForce GTX 1080 Ti is 5.99x faster
FP32 Compute
0.17x
GeForce GTX 1080 Ti is 5.99x faster
VRAM
0.36x
GeForce GTX 1080 Ti has 2.75x more
Memory Bandwidth
0.17x
GeForce GTX 1080 Ti has 5.90x more
NVIDIA RTX A4500
Compute (FP32-eq)
0.08x
RTX A4500 is 12.30x faster
FP32 Compute
0.08x
RTX A4500 is 12.51x faster
VRAM
0.20x
RTX A4500 has 5.00x more
Memory Bandwidth
0.13x
RTX A4500 has 7.80x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.05x
GeForce RTX 3090 is 18.74x faster
FP32 Compute
0.05x
GeForce RTX 3090 is 18.80x faster
VRAM
0.17x
GeForce RTX 3090 has 6.00x more
Memory Bandwidth
0.09x
GeForce RTX 3090 has 11.41x more

To match 1x NVIDIA GeForce GTX 1080 Ti

Groq LPU Inference Engine
VRAM
0.05x
LPU Inference Engine has 20.91x more
NVIDIA RTX 4500 Ada Generation
Compute (FP32-eq)
0.23x
RTX 4500 Ada Generation is 4.28x faster
FP32 Compute
0.23x
RTX 4500 Ada Generation is 4.28x faster
VRAM
0.46x
RTX 4500 Ada Generation has 2.18x more
Memory Bandwidth
0.84x
RTX 4500 Ada Generation has 1.19x more
NVIDIA Quadro P1000
Compute (FP32-eq)
5.99x
Need 5.99x Quadro P1000
FP32 Compute
5.99x
Need 5.99x Quadro P1000
VRAM
2.75x
Need 2.75x Quadro P1000
Memory Bandwidth
5.90x
Need 5.90x Quadro P1000
NVIDIA RTX A4500
Compute (FP32-eq)
0.49x
RTX A4500 is 2.05x faster
FP32 Compute
0.48x
RTX A4500 is 2.09x faster
VRAM
0.55x
RTX A4500 has 1.82x more
Memory Bandwidth
0.76x
RTX A4500 has 1.32x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.32x
GeForce RTX 3090 is 3.13x faster
FP32 Compute
0.32x
GeForce RTX 3090 is 3.14x faster
VRAM
0.46x
GeForce RTX 3090 has 2.18x more
Memory Bandwidth
0.52x
GeForce RTX 3090 has 1.93x more

To match 1x NVIDIA RTX A4500

Groq LPU Inference Engine
VRAM
0.09x
LPU Inference Engine has 11.50x more
NVIDIA RTX 4500 Ada Generation
Compute (FP32-eq)
0.48x
RTX 4500 Ada Generation is 2.08x faster
FP32 Compute
0.49x
RTX 4500 Ada Generation is 2.05x faster
VRAM
0.83x
RTX 4500 Ada Generation has 1.20x more
Memory Bandwidth
1.11x
Need 1.11x RTX 4500 Ada Generation
NVIDIA Quadro P1000
Compute (FP32-eq)
12.30x
Need 12.30x Quadro P1000
FP32 Compute
12.51x
Need 12.51x Quadro P1000
VRAM
5.00x
Need 5.00x Quadro P1000
Memory Bandwidth
7.80x
Need 7.80x Quadro P1000
NVIDIA GeForce GTX 1080 Ti
Compute (FP32-eq)
2.05x
Need 2.05x GeForce GTX 1080 Ti
FP32 Compute
2.09x
Need 2.09x GeForce GTX 1080 Ti
VRAM
1.82x
Need 1.82x GeForce GTX 1080 Ti
Memory Bandwidth
1.32x
Need 1.32x GeForce GTX 1080 Ti
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.66x
GeForce RTX 3090 is 1.52x faster
FP32 Compute
0.67x
GeForce RTX 3090 is 1.50x faster
VRAM
0.83x
GeForce RTX 3090 has 1.20x more
Memory Bandwidth
0.68x
GeForce RTX 3090 has 1.46x more

To match 1x NVIDIA GeForce RTX 3090

Groq LPU Inference Engine
VRAM
0.10x
LPU Inference Engine has 9.58x 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 Quadro P1000
Compute (FP32-eq)
18.74x
Need 18.74x Quadro P1000
FP32 Compute
18.80x
Need 18.80x Quadro P1000
VRAM
6.00x
Need 6.00x Quadro P1000
Memory Bandwidth
11.41x
Need 11.41x Quadro P1000
NVIDIA GeForce GTX 1080 Ti
Compute (FP32-eq)
3.13x
Need 3.13x GeForce GTX 1080 Ti
FP32 Compute
3.14x
Need 3.14x GeForce GTX 1080 Ti
VRAM
2.18x
Need 2.18x GeForce GTX 1080 Ti
Memory Bandwidth
1.93x
Need 1.93x GeForce GTX 1080 Ti
NVIDIA RTX A4500
Compute (FP32-eq)
1.52x
Need 1.52x RTX A4500
FP32 Compute
1.50x
Need 1.50x RTX A4500
VRAM
1.20x
Need 1.20x RTX A4500
Memory Bandwidth
1.46x
Need 1.46x RTX A4500

Pricing

Price TypeLPU Inference EngineRTX 4500 Ada GenerationQuadro P1000GeForce GTX 1080 TiRTX A4500GeForce RTX 3090
CAPEX (Street Price)——————
OPEX (per hour)——$0.10/hr$0.04/hr$0.34/hr$0.11/hr
Price per TFLOPs (FP32-eq)——————