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 GeForce RTX 4060 TiNVIDIA GeForce RTX 3060NVIDIA GeForce RTX 3090NVIDIA A100 SXMNVIDIA GeForce RTX 3080
ArchitectureTPU v5Ada LovelaceAmpereAmpereAmpereAmpere
Form FactorMezzaninePCIePCIePCIeSXMPCIe
VRAM95 GB8 GB12 GB24 GB80 GB10 GB
Memory Bandwidth—288 GB/s360 GB/s936 GB/s2,039 GB/s760 GB/s
TFLOPs (FP32)—22.11335.619.529.8
TFLOPs (FP16)————312—
TFLOPs4594425.47131259.2
TFLOPs (FP8)——————
TDP400 W160 W170 W350 W400 W320 W
Launch DateAug 2023May 2023Feb 2021Sep 2020May 2020Sep 2020

Efficiency Metrics

MetricTPU v5pGeForce RTX 4060 TiGeForce RTX 3060GeForce RTX 3090A100 SXMGeForce RTX 3080
TFLOPs per Watt (FP32-eq)0.570.140.070.100.390.09
Memory Bandwidth per GB—36.0 GB/s30.0 GB/s39.0 GB/s25.5 GB/s76.0 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 GeForce RTX 4060 Ti
Compute (FP32-eq)
10.43x
Need 10.43x GeForce RTX 4060 Ti
VRAM
11.88x
Need 11.88x GeForce RTX 4060 Ti
NVIDIA GeForce RTX 3060
Compute (FP32-eq)
18.07x
Need 18.07x GeForce RTX 3060
VRAM
7.92x
Need 7.92x GeForce RTX 3060
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
6.46x
Need 6.46x GeForce RTX 3090
VRAM
3.96x
Need 3.96x GeForce RTX 3090
NVIDIA A100 SXM
Compute (FP32-eq)
1.47x
Need 1.47x A100 SXM
VRAM
1.19x
Need 1.19x A100 SXM
NVIDIA GeForce RTX 3080
Compute (FP32-eq)
7.75x
Need 7.75x GeForce RTX 3080
VRAM
9.50x
Need 9.50x GeForce RTX 3080

To match 1x NVIDIA GeForce RTX 4060 Ti

Google TPU v5p
Compute (FP32-eq)
0.10x
TPU v5p is 10.43x faster
VRAM
0.08x
TPU v5p has 11.88x more
NVIDIA GeForce RTX 3060
Compute (FP32-eq)
1.73x
Need 1.73x GeForce RTX 3060
FP32 Compute
1.70x
Need 1.70x GeForce RTX 3060
VRAM
0.67x
GeForce RTX 3060 has 1.50x more
Memory Bandwidth
0.80x
GeForce RTX 3060 has 1.25x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.62x
GeForce RTX 3090 is 1.61x faster
FP32 Compute
0.62x
GeForce RTX 3090 is 1.61x faster
VRAM
0.33x
GeForce RTX 3090 has 3.00x 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
FP32 Compute
1.13x
Need 1.13x A100 SXM
VRAM
0.10x
A100 SXM has 10.00x more
Memory Bandwidth
0.14x
A100 SXM has 7.08x more
NVIDIA GeForce RTX 3080
Compute (FP32-eq)
0.74x
GeForce RTX 3080 is 1.35x faster
FP32 Compute
0.74x
GeForce RTX 3080 is 1.35x faster
VRAM
0.80x
GeForce RTX 3080 has 1.25x more
Memory Bandwidth
0.38x
GeForce RTX 3080 has 2.64x more

To match 1x NVIDIA GeForce RTX 3060

Google TPU v5p
Compute (FP32-eq)
0.06x
TPU v5p is 18.07x faster
VRAM
0.13x
TPU v5p has 7.92x more
NVIDIA GeForce RTX 4060 Ti
Compute (FP32-eq)
0.58x
GeForce RTX 4060 Ti is 1.73x faster
FP32 Compute
0.59x
GeForce RTX 4060 Ti is 1.70x faster
VRAM
1.50x
Need 1.50x GeForce RTX 4060 Ti
Memory Bandwidth
1.25x
Need 1.25x GeForce RTX 4060 Ti
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.36x
GeForce RTX 3090 is 2.80x faster
FP32 Compute
0.37x
GeForce RTX 3090 is 2.74x faster
VRAM
0.50x
GeForce RTX 3090 has 2.00x more
Memory Bandwidth
0.38x
GeForce RTX 3090 has 2.60x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.08x
A100 SXM is 12.28x faster
FP32 Compute
0.67x
A100 SXM is 1.50x faster
VRAM
0.15x
A100 SXM has 6.67x more
Memory Bandwidth
0.18x
A100 SXM has 5.66x more
NVIDIA GeForce RTX 3080
Compute (FP32-eq)
0.43x
GeForce RTX 3080 is 2.33x faster
FP32 Compute
0.44x
GeForce RTX 3080 is 2.29x faster
VRAM
1.20x
Need 1.20x GeForce RTX 3080
Memory Bandwidth
0.47x
GeForce RTX 3080 has 2.11x 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 GeForce RTX 4060 Ti
Compute (FP32-eq)
1.61x
Need 1.61x GeForce RTX 4060 Ti
FP32 Compute
1.61x
Need 1.61x GeForce RTX 4060 Ti
VRAM
3.00x
Need 3.00x GeForce RTX 4060 Ti
Memory Bandwidth
3.25x
Need 3.25x GeForce RTX 4060 Ti
NVIDIA GeForce RTX 3060
Compute (FP32-eq)
2.80x
Need 2.80x GeForce RTX 3060
FP32 Compute
2.74x
Need 2.74x GeForce RTX 3060
VRAM
2.00x
Need 2.00x GeForce RTX 3060
Memory Bandwidth
2.60x
Need 2.60x GeForce RTX 3060
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
NVIDIA GeForce RTX 3080
Compute (FP32-eq)
1.20x
Need 1.20x GeForce RTX 3080
FP32 Compute
1.19x
Need 1.19x GeForce RTX 3080
VRAM
2.40x
Need 2.40x GeForce RTX 3080
Memory Bandwidth
1.23x
Need 1.23x GeForce RTX 3080

To match 1x NVIDIA A100 SXM

Google TPU v5p
Compute (FP32-eq)
0.68x
TPU v5p is 1.47x faster
VRAM
0.84x
TPU v5p has 1.19x more
NVIDIA GeForce RTX 4060 Ti
Compute (FP32-eq)
7.09x
Need 7.09x GeForce RTX 4060 Ti
FP32 Compute
0.88x
GeForce RTX 4060 Ti is 1.13x faster
VRAM
10.00x
Need 10.00x GeForce RTX 4060 Ti
Memory Bandwidth
7.08x
Need 7.08x GeForce RTX 4060 Ti
NVIDIA GeForce RTX 3060
Compute (FP32-eq)
12.28x
Need 12.28x GeForce RTX 3060
FP32 Compute
1.50x
Need 1.50x GeForce RTX 3060
VRAM
6.67x
Need 6.67x GeForce RTX 3060
Memory Bandwidth
5.66x
Need 5.66x GeForce RTX 3060
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
NVIDIA GeForce RTX 3080
Compute (FP32-eq)
5.27x
Need 5.27x GeForce RTX 3080
FP32 Compute
0.65x
GeForce RTX 3080 is 1.53x faster
VRAM
8.00x
Need 8.00x GeForce RTX 3080
Memory Bandwidth
2.68x
Need 2.68x GeForce RTX 3080

To match 1x NVIDIA GeForce RTX 3080

Google TPU v5p
Compute (FP32-eq)
0.13x
TPU v5p is 7.75x faster
VRAM
0.11x
TPU v5p has 9.50x more
NVIDIA GeForce RTX 4060 Ti
Compute (FP32-eq)
1.35x
Need 1.35x GeForce RTX 4060 Ti
FP32 Compute
1.35x
Need 1.35x GeForce RTX 4060 Ti
VRAM
1.25x
Need 1.25x GeForce RTX 4060 Ti
Memory Bandwidth
2.64x
Need 2.64x GeForce RTX 4060 Ti
NVIDIA GeForce RTX 3060
Compute (FP32-eq)
2.33x
Need 2.33x GeForce RTX 3060
FP32 Compute
2.29x
Need 2.29x GeForce RTX 3060
VRAM
0.83x
GeForce RTX 3060 has 1.20x more
Memory Bandwidth
2.11x
Need 2.11x GeForce RTX 3060
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.83x
GeForce RTX 3090 is 1.20x faster
FP32 Compute
0.84x
GeForce RTX 3090 is 1.19x faster
VRAM
0.42x
GeForce RTX 3090 has 2.40x more
Memory Bandwidth
0.81x
GeForce RTX 3090 has 1.23x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.19x
A100 SXM is 5.27x faster
FP32 Compute
1.53x
Need 1.53x A100 SXM
VRAM
0.13x
A100 SXM has 8.00x more
Memory Bandwidth
0.37x
A100 SXM has 2.68x more

Pricing

Price TypeTPU v5pGeForce RTX 4060 TiGeForce RTX 3060GeForce RTX 3090A100 SXMGeForce RTX 3080
CAPEX (Street Price)————$15,000—
OPEX (per hour)$5.00/hr$0.10/hr$0.05/hr$0.11/hr$4.05/hr$0.08/hr
Price per TFLOPs (FP32-eq)————$96—