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 v4NVIDIA GeForce GTX 1070NVIDIA Quadro P6000NVIDIA GeForce RTX 3060 TiNVIDIA GeForce RTX 3090AMD Radeon Pro V520
ArchitectureTPU v4PascalPascalAmpereAmpereRDNA 2
Form FactorMezzaninePCIePCIePCIePCIePCIe
VRAM32 GB8 GB24 GB8 GB24 GB32 GB
Memory Bandwidth—256 GB/s432 GB/s448 GB/s936 GB/s448 GB/s
TFLOPs (FP32)—6.46312.6316.235.610.1
TFLOPs (FP16)——————
TFLOPs2756.46312.6333.27123.04
TFLOPs (FP8)——————
TDP300 W150 W250 W200 W350 W225 W
Launch DateMay 2021Jun 2016Oct 2016Dec 2020Sep 2020Jun 2021

Efficiency Metrics

MetricTPU v4GeForce GTX 1070Quadro P6000GeForce RTX 3060 TiGeForce RTX 3090Radeon Pro V520
TFLOPs per Watt (FP32-eq)0.460.040.050.080.100.05
Memory Bandwidth per GB—32.0 GB/s18.0 GB/s56.0 GB/s39.0 GB/s14.0 GB/s

Performance Equivalence

How many units of each GPU are needed to match the performance of the others?

To match 1x Google TPU v4

NVIDIA GeForce GTX 1070
Compute (FP32-eq)
21.27x
Need 21.27x GeForce GTX 1070
VRAM
4.00x
Need 4.00x GeForce GTX 1070
NVIDIA Quadro P6000
Compute (FP32-eq)
10.89x
Need 10.89x Quadro P6000
VRAM
1.33x
Need 1.33x Quadro P6000
NVIDIA GeForce RTX 3060 Ti
Compute (FP32-eq)
8.28x
Need 8.28x GeForce RTX 3060 Ti
VRAM
4.00x
Need 4.00x GeForce RTX 3060 Ti
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
3.87x
Need 3.87x GeForce RTX 3090
VRAM
1.33x
Need 1.33x GeForce RTX 3090
AMD Radeon Pro V520
Compute (FP32-eq)
11.94x
Need 11.94x Radeon Pro V520
VRAM
1.00x
Radeon Pro V520 has 1.00x more

To match 1x NVIDIA GeForce GTX 1070

Google TPU v4
Compute (FP32-eq)
0.05x
TPU v4 is 21.27x faster
VRAM
0.25x
TPU v4 has 4.00x more
NVIDIA Quadro P6000
Compute (FP32-eq)
0.51x
Quadro P6000 is 1.95x faster
FP32 Compute
0.51x
Quadro P6000 is 1.95x faster
VRAM
0.33x
Quadro P6000 has 3.00x more
Memory Bandwidth
0.59x
Quadro P6000 has 1.69x more
NVIDIA GeForce RTX 3060 Ti
Compute (FP32-eq)
0.39x
GeForce RTX 3060 Ti is 2.57x faster
FP32 Compute
0.40x
GeForce RTX 3060 Ti is 2.51x faster
VRAM
1.00x
GeForce RTX 3060 Ti has 1.00x more
Memory Bandwidth
0.57x
GeForce RTX 3060 Ti has 1.75x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.18x
GeForce RTX 3090 is 5.49x faster
FP32 Compute
0.18x
GeForce RTX 3090 is 5.51x faster
VRAM
0.33x
GeForce RTX 3090 has 3.00x more
Memory Bandwidth
0.27x
GeForce RTX 3090 has 3.66x more
AMD Radeon Pro V520
Compute (FP32-eq)
0.56x
Radeon Pro V520 is 1.78x faster
FP32 Compute
0.64x
Radeon Pro V520 is 1.56x faster
VRAM
0.25x
Radeon Pro V520 has 4.00x more
Memory Bandwidth
0.57x
Radeon Pro V520 has 1.75x more

To match 1x NVIDIA Quadro P6000

Google TPU v4
Compute (FP32-eq)
0.09x
TPU v4 is 10.89x faster
VRAM
0.75x
TPU v4 has 1.33x more
NVIDIA GeForce GTX 1070
Compute (FP32-eq)
1.95x
Need 1.95x GeForce GTX 1070
FP32 Compute
1.95x
Need 1.95x GeForce GTX 1070
VRAM
3.00x
Need 3.00x GeForce GTX 1070
Memory Bandwidth
1.69x
Need 1.69x GeForce GTX 1070
NVIDIA GeForce RTX 3060 Ti
Compute (FP32-eq)
0.76x
GeForce RTX 3060 Ti is 1.31x faster
FP32 Compute
0.78x
GeForce RTX 3060 Ti is 1.28x faster
VRAM
3.00x
Need 3.00x GeForce RTX 3060 Ti
Memory Bandwidth
0.96x
GeForce RTX 3060 Ti has 1.04x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.36x
GeForce RTX 3090 is 2.81x faster
FP32 Compute
0.35x
GeForce RTX 3090 is 2.82x faster
VRAM
1.00x
GeForce RTX 3090 has 1.00x more
Memory Bandwidth
0.46x
GeForce RTX 3090 has 2.17x more
AMD Radeon Pro V520
Compute (FP32-eq)
1.10x
Need 1.10x Radeon Pro V520
FP32 Compute
1.25x
Need 1.25x Radeon Pro V520
VRAM
0.75x
Radeon Pro V520 has 1.33x more
Memory Bandwidth
0.96x
Radeon Pro V520 has 1.04x more

To match 1x NVIDIA GeForce RTX 3060 Ti

Google TPU v4
Compute (FP32-eq)
0.12x
TPU v4 is 8.28x faster
VRAM
0.25x
TPU v4 has 4.00x more
NVIDIA GeForce GTX 1070
Compute (FP32-eq)
2.57x
Need 2.57x GeForce GTX 1070
FP32 Compute
2.51x
Need 2.51x GeForce GTX 1070
VRAM
1.00x
GeForce GTX 1070 has 1.00x more
Memory Bandwidth
1.75x
Need 1.75x GeForce GTX 1070
NVIDIA Quadro P6000
Compute (FP32-eq)
1.31x
Need 1.31x Quadro P6000
FP32 Compute
1.28x
Need 1.28x Quadro P6000
VRAM
0.33x
Quadro P6000 has 3.00x more
Memory Bandwidth
1.04x
Need 1.04x Quadro P6000
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
AMD Radeon Pro V520
Compute (FP32-eq)
1.44x
Need 1.44x Radeon Pro V520
FP32 Compute
1.60x
Need 1.60x Radeon Pro V520
VRAM
0.25x
Radeon Pro V520 has 4.00x more
Memory Bandwidth
1.00x
Radeon Pro V520 has 1.00x more

To match 1x NVIDIA GeForce RTX 3090

Google TPU v4
Compute (FP32-eq)
0.26x
TPU v4 is 3.87x faster
VRAM
0.75x
TPU v4 has 1.33x more
NVIDIA GeForce GTX 1070
Compute (FP32-eq)
5.49x
Need 5.49x GeForce GTX 1070
FP32 Compute
5.51x
Need 5.51x GeForce GTX 1070
VRAM
3.00x
Need 3.00x GeForce GTX 1070
Memory Bandwidth
3.66x
Need 3.66x GeForce GTX 1070
NVIDIA Quadro P6000
Compute (FP32-eq)
2.81x
Need 2.81x Quadro P6000
FP32 Compute
2.82x
Need 2.82x Quadro P6000
VRAM
1.00x
Quadro P6000 has 1.00x more
Memory Bandwidth
2.17x
Need 2.17x Quadro P6000
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
AMD Radeon Pro V520
Compute (FP32-eq)
3.08x
Need 3.08x Radeon Pro V520
FP32 Compute
3.52x
Need 3.52x Radeon Pro V520
VRAM
0.75x
Radeon Pro V520 has 1.33x more
Memory Bandwidth
2.09x
Need 2.09x Radeon Pro V520

To match 1x AMD Radeon Pro V520

Google TPU v4
Compute (FP32-eq)
0.08x
TPU v4 is 11.94x faster
VRAM
1.00x
TPU v4 has 1.00x more
NVIDIA GeForce GTX 1070
Compute (FP32-eq)
1.78x
Need 1.78x GeForce GTX 1070
FP32 Compute
1.56x
Need 1.56x GeForce GTX 1070
VRAM
4.00x
Need 4.00x GeForce GTX 1070
Memory Bandwidth
1.75x
Need 1.75x GeForce GTX 1070
NVIDIA Quadro P6000
Compute (FP32-eq)
0.91x
Quadro P6000 is 1.10x faster
FP32 Compute
0.80x
Quadro P6000 is 1.25x faster
VRAM
1.33x
Need 1.33x Quadro P6000
Memory Bandwidth
1.04x
Need 1.04x Quadro P6000
NVIDIA GeForce RTX 3060 Ti
Compute (FP32-eq)
0.69x
GeForce RTX 3060 Ti is 1.44x faster
FP32 Compute
0.62x
GeForce RTX 3060 Ti is 1.60x faster
VRAM
4.00x
Need 4.00x GeForce RTX 3060 Ti
Memory Bandwidth
1.00x
GeForce RTX 3060 Ti has 1.00x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.32x
GeForce RTX 3090 is 3.08x faster
FP32 Compute
0.28x
GeForce RTX 3090 is 3.52x faster
VRAM
1.33x
Need 1.33x GeForce RTX 3090
Memory Bandwidth
0.48x
GeForce RTX 3090 has 2.09x more

Pricing

Price TypeTPU v4GeForce GTX 1070Quadro P6000GeForce RTX 3060 TiGeForce RTX 3090Radeon Pro V520
CAPEX (Street Price)——————
OPEX (per hour)$3.00/hr$0.04/hr$1.10/hr$0.05/hr$0.11/hr$0.38/hr
Price per TFLOPs (FP32-eq)——————