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 EngineMoore Threads MTT S80NVIDIA RTX A4000NVIDIA RTX A4500NVIDIA GeForce RTX 3090NVIDIA L40NVIDIA GeForce GTX 1080
ArchitectureTSP (Tensor Streaming Processor)ChunxiaoAmpereAmpereAmpereAda LovelacePascal
Form Factor——PCIePCIePCIePCIePCIe
VRAM230 GB32 GB16 GB20 GB24 GB48 GB8 GB
Memory Bandwidth——448 GB/s640 GB/s936 GB/s864 GB/s320 GB/s
TFLOPs (FP32)——19.223.735.6458.873
TFLOPs (FP16)—256—————
TFLOPs——38.746.671181.058.873
TFLOPs (FP8)———————
TDP300 W300 W140 W200 W350 W300 W180 W
Launch DateFeb 2024Mar 2022Apr 2021Oct 2021Sep 2020Oct 2022May 2016

Efficiency Metrics

MetricLPU Inference EngineMTT S80RTX A4000RTX A4500GeForce RTX 3090L40GeForce GTX 1080
TFLOPs per Watt (FP32-eq)——0.140.120.100.300.05
Memory Bandwidth per GB——28.0 GB/s32.0 GB/s39.0 GB/s18.0 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

Moore Threads MTT S80
VRAM
7.19x
Need 7.19x MTT S80
NVIDIA RTX A4000
VRAM
14.38x
Need 14.38x RTX A4000
NVIDIA RTX A4500
VRAM
11.50x
Need 11.50x RTX A4500
NVIDIA GeForce RTX 3090
VRAM
9.58x
Need 9.58x GeForce RTX 3090
NVIDIA L40
VRAM
4.79x
Need 4.79x L40
NVIDIA GeForce GTX 1080
VRAM
28.75x
Need 28.75x GeForce GTX 1080

To match 1x Moore Threads MTT S80

Groq LPU Inference Engine
VRAM
0.14x
LPU Inference Engine has 7.19x more
NVIDIA RTX A4000
VRAM
2.00x
Need 2.00x RTX A4000
NVIDIA RTX A4500
VRAM
1.60x
Need 1.60x RTX A4500
NVIDIA GeForce RTX 3090
VRAM
1.33x
Need 1.33x GeForce RTX 3090
NVIDIA L40
VRAM
0.67x
L40 has 1.50x more
NVIDIA GeForce GTX 1080
VRAM
4.00x
Need 4.00x GeForce GTX 1080

To match 1x NVIDIA RTX A4000

Groq LPU Inference Engine
VRAM
0.07x
LPU Inference Engine has 14.38x more
Moore Threads MTT S80
VRAM
0.50x
MTT S80 has 2.00x more
NVIDIA RTX A4500
Compute (FP32-eq)
0.83x
RTX A4500 is 1.20x faster
FP32 Compute
0.81x
RTX A4500 is 1.23x faster
VRAM
0.80x
RTX A4500 has 1.25x more
Memory Bandwidth
0.70x
RTX A4500 has 1.43x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.55x
GeForce RTX 3090 is 1.83x faster
FP32 Compute
0.54x
GeForce RTX 3090 is 1.85x faster
VRAM
0.67x
GeForce RTX 3090 has 1.50x more
Memory Bandwidth
0.48x
GeForce RTX 3090 has 2.09x more
NVIDIA L40
Compute (FP32-eq)
0.21x
L40 is 4.68x faster
FP32 Compute
0.43x
L40 is 2.34x faster
VRAM
0.33x
L40 has 3.00x more
Memory Bandwidth
0.52x
L40 has 1.93x more
NVIDIA GeForce GTX 1080
Compute (FP32-eq)
2.18x
Need 2.18x GeForce GTX 1080
FP32 Compute
2.16x
Need 2.16x GeForce GTX 1080
VRAM
2.00x
Need 2.00x GeForce GTX 1080
Memory Bandwidth
1.40x
Need 1.40x GeForce GTX 1080

To match 1x NVIDIA RTX A4500

Groq LPU Inference Engine
VRAM
0.09x
LPU Inference Engine has 11.50x more
Moore Threads MTT S80
VRAM
0.63x
MTT S80 has 1.60x more
NVIDIA RTX A4000
Compute (FP32-eq)
1.20x
Need 1.20x RTX A4000
FP32 Compute
1.23x
Need 1.23x RTX A4000
VRAM
1.25x
Need 1.25x RTX A4000
Memory Bandwidth
1.43x
Need 1.43x RTX A4000
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
NVIDIA L40
Compute (FP32-eq)
0.26x
L40 is 3.89x faster
FP32 Compute
0.53x
L40 is 1.90x faster
VRAM
0.42x
L40 has 2.40x more
Memory Bandwidth
0.74x
L40 has 1.35x more
NVIDIA GeForce GTX 1080
Compute (FP32-eq)
2.63x
Need 2.63x GeForce GTX 1080
FP32 Compute
2.67x
Need 2.67x GeForce GTX 1080
VRAM
2.50x
Need 2.50x GeForce GTX 1080
Memory Bandwidth
2.00x
Need 2.00x GeForce GTX 1080

To match 1x NVIDIA GeForce RTX 3090

Groq LPU Inference Engine
VRAM
0.10x
LPU Inference Engine has 9.58x more
Moore Threads MTT S80
VRAM
0.75x
MTT S80 has 1.33x more
NVIDIA RTX A4000
Compute (FP32-eq)
1.83x
Need 1.83x RTX A4000
FP32 Compute
1.85x
Need 1.85x RTX A4000
VRAM
1.50x
Need 1.50x RTX A4000
Memory Bandwidth
2.09x
Need 2.09x RTX A4000
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
NVIDIA L40
Compute (FP32-eq)
0.39x
L40 is 2.55x faster
FP32 Compute
0.79x
L40 is 1.26x faster
VRAM
0.50x
L40 has 2.00x more
Memory Bandwidth
1.08x
Need 1.08x L40
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 L40

Groq LPU Inference Engine
VRAM
0.21x
LPU Inference Engine has 4.79x more
Moore Threads MTT S80
VRAM
1.50x
Need 1.50x MTT S80
NVIDIA RTX A4000
Compute (FP32-eq)
4.68x
Need 4.68x RTX A4000
FP32 Compute
2.34x
Need 2.34x RTX A4000
VRAM
3.00x
Need 3.00x RTX A4000
Memory Bandwidth
1.93x
Need 1.93x RTX A4000
NVIDIA RTX A4500
Compute (FP32-eq)
3.89x
Need 3.89x RTX A4500
FP32 Compute
1.90x
Need 1.90x RTX A4500
VRAM
2.40x
Need 2.40x RTX A4500
Memory Bandwidth
1.35x
Need 1.35x RTX A4500
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
2.55x
Need 2.55x GeForce RTX 3090
FP32 Compute
1.26x
Need 1.26x GeForce RTX 3090
VRAM
2.00x
Need 2.00x GeForce RTX 3090
Memory Bandwidth
0.92x
GeForce RTX 3090 has 1.08x more
NVIDIA GeForce GTX 1080
Compute (FP32-eq)
10.20x
Need 10.20x GeForce GTX 1080
FP32 Compute
5.07x
Need 5.07x GeForce GTX 1080
VRAM
6.00x
Need 6.00x GeForce GTX 1080
Memory Bandwidth
2.70x
Need 2.70x GeForce GTX 1080

To match 1x NVIDIA GeForce GTX 1080

Groq LPU Inference Engine
VRAM
0.03x
LPU Inference Engine has 28.75x more
Moore Threads MTT S80
VRAM
0.25x
MTT S80 has 4.00x more
NVIDIA RTX A4000
Compute (FP32-eq)
0.46x
RTX A4000 is 2.18x faster
FP32 Compute
0.46x
RTX A4000 is 2.16x faster
VRAM
0.50x
RTX A4000 has 2.00x more
Memory Bandwidth
0.71x
RTX A4000 has 1.40x more
NVIDIA RTX A4500
Compute (FP32-eq)
0.38x
RTX A4500 is 2.63x faster
FP32 Compute
0.37x
RTX A4500 is 2.67x faster
VRAM
0.40x
RTX A4500 has 2.50x more
Memory Bandwidth
0.50x
RTX A4500 has 2.00x 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
NVIDIA L40
Compute (FP32-eq)
0.10x
L40 is 10.20x faster
FP32 Compute
0.20x
L40 is 5.07x faster
VRAM
0.17x
L40 has 6.00x more
Memory Bandwidth
0.37x
L40 has 2.70x more

Pricing

Price TypeLPU Inference EngineMTT S80RTX A4000RTX A4500GeForce RTX 3090L40GeForce GTX 1080
CAPEX (Street Price)———————
OPEX (per hour)——$0.11/hr$0.34/hr$0.11/hr$0.69/hr$0.04/hr
Price per TFLOPs (FP32-eq)———————