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 GeForce RTX 4060 Ti 16GBNVIDIA GeForce RTX 5060NVIDIA GeForce RTX 4090NVIDIA RTX A4000NVIDIA GeForce RTX 3090NVIDIA A100 SXM
ArchitectureTSP (Tensor Streaming Processor)Ada LovelaceBlackwellAda LovelaceAmpereAmpereAmpere
Form Factor—PCIePCIePCIePCIePCIeSXM
VRAM230 GB16 GB8 GB24 GB16 GB24 GB80 GB
Memory Bandwidth—288 GB/s448 GB/s1,008 GB/s448 GB/s936 GB/s2,039 GB/s
TFLOPs (FP32)——1882.619.235.619.5
TFLOPs (FP16)——————312
TFLOPs—4460165.238.771312
TFLOPs (FP8)———————
TDP300 W165 W170 W450 W140 W350 W400 W
Launch DateFeb 2024Jul 2024Mar 2025Oct 2022Apr 2021Sep 2020May 2020

Efficiency Metrics

MetricLPU Inference EngineGeForce RTX 4060 Ti 16GBGeForce RTX 5060GeForce RTX 4090RTX A4000GeForce RTX 3090A100 SXM
TFLOPs per Watt (FP32-eq)—0.130.180.180.140.100.39
Memory Bandwidth per GB—18.0 GB/s56.0 GB/s42.0 GB/s28.0 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 GeForce RTX 4060 Ti 16GB
VRAM
14.38x
Need 14.38x GeForce RTX 4060 Ti 16GB
NVIDIA GeForce RTX 5060
VRAM
28.75x
Need 28.75x GeForce RTX 5060
NVIDIA GeForce RTX 4090
VRAM
9.58x
Need 9.58x GeForce RTX 4090
NVIDIA RTX A4000
VRAM
14.38x
Need 14.38x RTX A4000
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 GeForce RTX 4060 Ti 16GB

Groq LPU Inference Engine
VRAM
0.07x
LPU Inference Engine has 14.38x more
NVIDIA GeForce RTX 5060
Compute (FP32-eq)
0.73x
GeForce RTX 5060 is 1.36x faster
VRAM
2.00x
Need 2.00x GeForce RTX 5060
Memory Bandwidth
0.64x
GeForce RTX 5060 has 1.56x more
NVIDIA GeForce RTX 4090
Compute (FP32-eq)
0.27x
GeForce RTX 4090 is 3.75x faster
VRAM
0.67x
GeForce RTX 4090 has 1.50x more
Memory Bandwidth
0.29x
GeForce RTX 4090 has 3.50x more
NVIDIA RTX A4000
Compute (FP32-eq)
1.14x
Need 1.14x RTX A4000
VRAM
1.00x
RTX A4000 has 1.00x more
Memory Bandwidth
0.64x
RTX A4000 has 1.56x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.62x
GeForce RTX 3090 is 1.61x faster
VRAM
0.67x
GeForce RTX 3090 has 1.50x more
Memory Bandwidth
0.31x
GeForce RTX 3090 has 3.25x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.14x
A100 SXM is 7.09x faster
VRAM
0.20x
A100 SXM has 5.00x more
Memory Bandwidth
0.14x
A100 SXM has 7.08x more

To match 1x NVIDIA GeForce RTX 5060

Groq LPU Inference Engine
VRAM
0.03x
LPU Inference Engine has 28.75x more
NVIDIA GeForce RTX 4060 Ti 16GB
Compute (FP32-eq)
1.36x
Need 1.36x GeForce RTX 4060 Ti 16GB
VRAM
0.50x
GeForce RTX 4060 Ti 16GB has 2.00x more
Memory Bandwidth
1.56x
Need 1.56x GeForce RTX 4060 Ti 16GB
NVIDIA GeForce RTX 4090
Compute (FP32-eq)
0.36x
GeForce RTX 4090 is 2.75x faster
FP32 Compute
0.22x
GeForce RTX 4090 is 4.59x faster
VRAM
0.33x
GeForce RTX 4090 has 3.00x more
Memory Bandwidth
0.44x
GeForce RTX 4090 has 2.25x more
NVIDIA RTX A4000
Compute (FP32-eq)
1.55x
Need 1.55x RTX A4000
FP32 Compute
0.94x
RTX A4000 is 1.07x faster
VRAM
0.50x
RTX A4000 has 2.00x more
Memory Bandwidth
1.00x
RTX A4000 has 1.00x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.85x
GeForce RTX 3090 is 1.18x faster
FP32 Compute
0.51x
GeForce RTX 3090 is 1.98x faster
VRAM
0.33x
GeForce RTX 3090 has 3.00x more
Memory Bandwidth
0.48x
GeForce RTX 3090 has 2.09x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.19x
A100 SXM is 5.20x faster
FP32 Compute
0.92x
A100 SXM is 1.08x faster
VRAM
0.10x
A100 SXM has 10.00x more
Memory Bandwidth
0.22x
A100 SXM has 4.55x more

To match 1x NVIDIA GeForce RTX 4090

Groq LPU Inference Engine
VRAM
0.10x
LPU Inference Engine has 9.58x more
NVIDIA GeForce RTX 4060 Ti 16GB
Compute (FP32-eq)
3.75x
Need 3.75x GeForce RTX 4060 Ti 16GB
VRAM
1.50x
Need 1.50x GeForce RTX 4060 Ti 16GB
Memory Bandwidth
3.50x
Need 3.50x GeForce RTX 4060 Ti 16GB
NVIDIA GeForce RTX 5060
Compute (FP32-eq)
2.75x
Need 2.75x GeForce RTX 5060
FP32 Compute
4.59x
Need 4.59x GeForce RTX 5060
VRAM
3.00x
Need 3.00x GeForce RTX 5060
Memory Bandwidth
2.25x
Need 2.25x GeForce RTX 5060
NVIDIA RTX A4000
Compute (FP32-eq)
4.27x
Need 4.27x RTX A4000
FP32 Compute
4.30x
Need 4.30x RTX A4000
VRAM
1.50x
Need 1.50x RTX A4000
Memory Bandwidth
2.25x
Need 2.25x RTX A4000
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
2.33x
Need 2.33x GeForce RTX 3090
FP32 Compute
2.32x
Need 2.32x GeForce RTX 3090
VRAM
1.00x
GeForce RTX 3090 has 1.00x more
Memory Bandwidth
1.08x
Need 1.08x GeForce RTX 3090
NVIDIA A100 SXM
Compute (FP32-eq)
0.53x
A100 SXM is 1.89x faster
FP32 Compute
4.24x
Need 4.24x A100 SXM
VRAM
0.30x
A100 SXM has 3.33x more
Memory Bandwidth
0.49x
A100 SXM has 2.02x more

To match 1x NVIDIA RTX A4000

Groq LPU Inference Engine
VRAM
0.07x
LPU Inference Engine has 14.38x more
NVIDIA GeForce RTX 4060 Ti 16GB
Compute (FP32-eq)
0.88x
GeForce RTX 4060 Ti 16GB is 1.14x faster
VRAM
1.00x
GeForce RTX 4060 Ti 16GB has 1.00x more
Memory Bandwidth
1.56x
Need 1.56x GeForce RTX 4060 Ti 16GB
NVIDIA GeForce RTX 5060
Compute (FP32-eq)
0.65x
GeForce RTX 5060 is 1.55x faster
FP32 Compute
1.07x
Need 1.07x GeForce RTX 5060
VRAM
2.00x
Need 2.00x GeForce RTX 5060
Memory Bandwidth
1.00x
GeForce RTX 5060 has 1.00x more
NVIDIA GeForce RTX 4090
Compute (FP32-eq)
0.23x
GeForce RTX 4090 is 4.27x faster
FP32 Compute
0.23x
GeForce RTX 4090 is 4.30x faster
VRAM
0.67x
GeForce RTX 4090 has 1.50x more
Memory Bandwidth
0.44x
GeForce RTX 4090 has 2.25x 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 A100 SXM
Compute (FP32-eq)
0.12x
A100 SXM is 8.06x faster
FP32 Compute
0.98x
A100 SXM is 1.02x faster
VRAM
0.20x
A100 SXM has 5.00x more
Memory Bandwidth
0.22x
A100 SXM has 4.55x more

To match 1x NVIDIA GeForce RTX 3090

Groq LPU Inference Engine
VRAM
0.10x
LPU Inference Engine has 9.58x more
NVIDIA GeForce RTX 4060 Ti 16GB
Compute (FP32-eq)
1.61x
Need 1.61x GeForce RTX 4060 Ti 16GB
VRAM
1.50x
Need 1.50x GeForce RTX 4060 Ti 16GB
Memory Bandwidth
3.25x
Need 3.25x GeForce RTX 4060 Ti 16GB
NVIDIA GeForce RTX 5060
Compute (FP32-eq)
1.18x
Need 1.18x GeForce RTX 5060
FP32 Compute
1.98x
Need 1.98x GeForce RTX 5060
VRAM
3.00x
Need 3.00x GeForce RTX 5060
Memory Bandwidth
2.09x
Need 2.09x GeForce RTX 5060
NVIDIA GeForce RTX 4090
Compute (FP32-eq)
0.43x
GeForce RTX 4090 is 2.33x faster
FP32 Compute
0.43x
GeForce RTX 4090 is 2.32x faster
VRAM
1.00x
GeForce RTX 4090 has 1.00x more
Memory Bandwidth
0.93x
GeForce RTX 4090 has 1.08x 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 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 GeForce RTX 4060 Ti 16GB
Compute (FP32-eq)
7.09x
Need 7.09x GeForce RTX 4060 Ti 16GB
VRAM
5.00x
Need 5.00x GeForce RTX 4060 Ti 16GB
Memory Bandwidth
7.08x
Need 7.08x GeForce RTX 4060 Ti 16GB
NVIDIA GeForce RTX 5060
Compute (FP32-eq)
5.20x
Need 5.20x GeForce RTX 5060
FP32 Compute
1.08x
Need 1.08x GeForce RTX 5060
VRAM
10.00x
Need 10.00x GeForce RTX 5060
Memory Bandwidth
4.55x
Need 4.55x GeForce RTX 5060
NVIDIA GeForce RTX 4090
Compute (FP32-eq)
1.89x
Need 1.89x GeForce RTX 4090
FP32 Compute
0.24x
GeForce RTX 4090 is 4.24x faster
VRAM
3.33x
Need 3.33x GeForce RTX 4090
Memory Bandwidth
2.02x
Need 2.02x GeForce RTX 4090
NVIDIA RTX A4000
Compute (FP32-eq)
8.06x
Need 8.06x RTX A4000
FP32 Compute
1.02x
Need 1.02x RTX A4000
VRAM
5.00x
Need 5.00x RTX A4000
Memory Bandwidth
4.55x
Need 4.55x RTX A4000
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 EngineGeForce RTX 4060 Ti 16GBGeForce RTX 5060GeForce RTX 4090RTX A4000GeForce RTX 3090A100 SXM
CAPEX (Street Price)——————$15,000
OPEX (per hour)——$0.26/hr$0.18/hr$0.11/hr$0.11/hr$4.05/hr
Price per TFLOPs (FP32-eq)——————$96