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

SpecificationGoogle TPU v5pNVIDIA L4NVIDIA GeForce GT 710NVIDIA GeForce GTX 1050 TiNVIDIA GeForce RTX 3060 TiNVIDIA GeForce RTX 3090
ArchitectureTPU v5Ada LovelaceKeplerPascalAmpereAmpere
Form FactorMezzaninePCIePCIePCIePCIePCIe
VRAM95 GB24 GB2 GB4 GB8 GB24 GB
Memory Bandwidth—300 GB/s14.4 GB/s112 GB/s448 GB/s936 GB/s
TFLOPs (FP32)—30.30.3662.13816.235.6
TFLOPs (FP16)—242————
TFLOPs4591210.3662.13833.271
TFLOPs (FP8)—485————
TDP400 W72 W19 W75 W200 W350 W
Launch DateAug 2023Mar 2023Mar 2014Oct 2016Dec 2020Sep 2020

Efficiency Metrics

MetricTPU v5pL4GeForce GT 710GeForce GTX 1050 TiGeForce RTX 3060 TiGeForce RTX 3090
TFLOPs per Watt (FP32-eq)0.570.840.020.030.080.10
Memory Bandwidth per GB—12.5 GB/s7.2 GB/s28.0 GB/s56.0 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 Google TPU v5p

NVIDIA L4
Compute (FP32-eq)
3.79x
Need 3.79x L4
VRAM
3.96x
Need 3.96x L4
NVIDIA GeForce GT 710
Compute (FP32-eq)
627.05x
Need 627.05x GeForce GT 710
VRAM
47.50x
Need 47.50x GeForce GT 710
NVIDIA GeForce GTX 1050 Ti
Compute (FP32-eq)
107.34x
Need 107.34x GeForce GTX 1050 Ti
VRAM
23.75x
Need 23.75x GeForce GTX 1050 Ti
NVIDIA GeForce RTX 3060 Ti
Compute (FP32-eq)
13.83x
Need 13.83x GeForce RTX 3060 Ti
VRAM
11.88x
Need 11.88x GeForce RTX 3060 Ti
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
6.46x
Need 6.46x GeForce RTX 3090
VRAM
3.96x
Need 3.96x GeForce RTX 3090

To match 1x NVIDIA L4

Google TPU v5p
Compute (FP32-eq)
0.26x
TPU v5p is 3.79x faster
VRAM
0.25x
TPU v5p has 3.96x more
NVIDIA GeForce GT 710
Compute (FP32-eq)
165.30x
Need 165.30x GeForce GT 710
FP32 Compute
82.79x
Need 82.79x GeForce GT 710
VRAM
12.00x
Need 12.00x GeForce GT 710
Memory Bandwidth
20.83x
Need 20.83x GeForce GT 710
NVIDIA GeForce GTX 1050 Ti
Compute (FP32-eq)
28.30x
Need 28.30x GeForce GTX 1050 Ti
FP32 Compute
14.17x
Need 14.17x GeForce GTX 1050 Ti
VRAM
6.00x
Need 6.00x GeForce GTX 1050 Ti
Memory Bandwidth
2.68x
Need 2.68x GeForce GTX 1050 Ti
NVIDIA GeForce RTX 3060 Ti
Compute (FP32-eq)
3.64x
Need 3.64x GeForce RTX 3060 Ti
FP32 Compute
1.87x
Need 1.87x GeForce RTX 3060 Ti
VRAM
3.00x
Need 3.00x GeForce RTX 3060 Ti
Memory Bandwidth
0.67x
GeForce RTX 3060 Ti has 1.49x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
1.70x
Need 1.70x GeForce RTX 3090
FP32 Compute
0.85x
GeForce RTX 3090 is 1.17x faster
VRAM
1.00x
GeForce RTX 3090 has 1.00x more
Memory Bandwidth
0.32x
GeForce RTX 3090 has 3.12x more

To match 1x NVIDIA GeForce GT 710

Google TPU v5p
Compute (FP32-eq)
0.00x
TPU v5p is 627.05x faster
VRAM
0.02x
TPU v5p has 47.50x more
NVIDIA L4
Compute (FP32-eq)
0.01x
L4 is 165.30x faster
FP32 Compute
0.01x
L4 is 82.79x faster
VRAM
0.08x
L4 has 12.00x more
Memory Bandwidth
0.05x
L4 has 20.83x more
NVIDIA GeForce GTX 1050 Ti
Compute (FP32-eq)
0.17x
GeForce GTX 1050 Ti is 5.84x faster
FP32 Compute
0.17x
GeForce GTX 1050 Ti is 5.84x faster
VRAM
0.50x
GeForce GTX 1050 Ti has 2.00x more
Memory Bandwidth
0.13x
GeForce GTX 1050 Ti has 7.78x more
NVIDIA GeForce RTX 3060 Ti
Compute (FP32-eq)
0.02x
GeForce RTX 3060 Ti is 45.36x faster
FP32 Compute
0.02x
GeForce RTX 3060 Ti is 44.26x faster
VRAM
0.25x
GeForce RTX 3060 Ti has 4.00x more
Memory Bandwidth
0.03x
GeForce RTX 3060 Ti has 31.11x 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

To match 1x NVIDIA GeForce GTX 1050 Ti

Google TPU v5p
Compute (FP32-eq)
0.01x
TPU v5p is 107.34x faster
VRAM
0.04x
TPU v5p has 23.75x more
NVIDIA L4
Compute (FP32-eq)
0.04x
L4 is 28.30x faster
FP32 Compute
0.07x
L4 is 14.17x faster
VRAM
0.17x
L4 has 6.00x more
Memory Bandwidth
0.37x
L4 has 2.68x more
NVIDIA GeForce GT 710
Compute (FP32-eq)
5.84x
Need 5.84x GeForce GT 710
FP32 Compute
5.84x
Need 5.84x GeForce GT 710
VRAM
2.00x
Need 2.00x GeForce GT 710
Memory Bandwidth
7.78x
Need 7.78x GeForce GT 710
NVIDIA GeForce RTX 3060 Ti
Compute (FP32-eq)
0.13x
GeForce RTX 3060 Ti is 7.76x faster
FP32 Compute
0.13x
GeForce RTX 3060 Ti is 7.58x faster
VRAM
0.50x
GeForce RTX 3060 Ti has 2.00x more
Memory Bandwidth
0.25x
GeForce RTX 3060 Ti has 4.00x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.06x
GeForce RTX 3090 is 16.60x faster
FP32 Compute
0.06x
GeForce RTX 3090 is 16.65x faster
VRAM
0.17x
GeForce RTX 3090 has 6.00x more
Memory Bandwidth
0.12x
GeForce RTX 3090 has 8.36x more

To match 1x NVIDIA GeForce RTX 3060 Ti

Google TPU v5p
Compute (FP32-eq)
0.07x
TPU v5p is 13.83x faster
VRAM
0.08x
TPU v5p has 11.88x more
NVIDIA L4
Compute (FP32-eq)
0.27x
L4 is 3.64x faster
FP32 Compute
0.53x
L4 is 1.87x faster
VRAM
0.33x
L4 has 3.00x more
Memory Bandwidth
1.49x
Need 1.49x L4
NVIDIA GeForce GT 710
Compute (FP32-eq)
45.36x
Need 45.36x GeForce GT 710
FP32 Compute
44.26x
Need 44.26x GeForce GT 710
VRAM
4.00x
Need 4.00x GeForce GT 710
Memory Bandwidth
31.11x
Need 31.11x GeForce GT 710
NVIDIA GeForce GTX 1050 Ti
Compute (FP32-eq)
7.76x
Need 7.76x GeForce GTX 1050 Ti
FP32 Compute
7.58x
Need 7.58x GeForce GTX 1050 Ti
VRAM
2.00x
Need 2.00x GeForce GTX 1050 Ti
Memory Bandwidth
4.00x
Need 4.00x GeForce GTX 1050 Ti
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.47x
GeForce RTX 3090 is 2.14x faster
FP32 Compute
0.46x
GeForce RTX 3090 is 2.20x faster
VRAM
0.33x
GeForce RTX 3090 has 3.00x more
Memory Bandwidth
0.48x
GeForce RTX 3090 has 2.09x more

To match 1x NVIDIA GeForce RTX 3090

Google TPU v5p
Compute (FP32-eq)
0.15x
TPU v5p is 6.46x faster
VRAM
0.25x
TPU v5p has 3.96x more
NVIDIA L4
Compute (FP32-eq)
0.59x
L4 is 1.70x faster
FP32 Compute
1.17x
Need 1.17x L4
VRAM
1.00x
L4 has 1.00x more
Memory Bandwidth
3.12x
Need 3.12x L4
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 1050 Ti
Compute (FP32-eq)
16.60x
Need 16.60x GeForce GTX 1050 Ti
FP32 Compute
16.65x
Need 16.65x GeForce GTX 1050 Ti
VRAM
6.00x
Need 6.00x GeForce GTX 1050 Ti
Memory Bandwidth
8.36x
Need 8.36x GeForce GTX 1050 Ti
NVIDIA GeForce RTX 3060 Ti
Compute (FP32-eq)
2.14x
Need 2.14x GeForce RTX 3060 Ti
FP32 Compute
2.20x
Need 2.20x GeForce RTX 3060 Ti
VRAM
3.00x
Need 3.00x GeForce RTX 3060 Ti
Memory Bandwidth
2.09x
Need 2.09x GeForce RTX 3060 Ti

Pricing

Price TypeTPU v5pL4GeForce GT 710GeForce GTX 1050 TiGeForce RTX 3060 TiGeForce RTX 3090
CAPEX (Street Price)—$4,000————
OPEX (per hour)$5.00/hr$0.80/hr$0.07/hr$0.04/hr$0.05/hr$0.11/hr
Price per TFLOPs (FP32-eq)—$66————