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 GTX 1650NVIDIA GeForce RTX 3090NVIDIA A100 SXMNVIDIA T4NVIDIA GeForce GTX 1080
ArchitectureTPU v5TuringAmpereAmpereTuringPascal
Form FactorMezzaninePCIePCIeSXMPCIePCIe
VRAM95 GB4 GB24 GB80 GB16 GB8 GB
Memory Bandwidth—128 GB/s936 GB/s2,039 GB/s320 GB/s320 GB/s
TFLOPs (FP32)—2.98435.619.58.18.873
TFLOPs (FP16)———312——
TFLOPs4592.98471312658.873
TFLOPs (FP8)——————
TDP400 W75 W350 W400 W70 W180 W
Launch DateAug 2023Apr 2019Sep 2020May 2020Sep 2018May 2016

Efficiency Metrics

MetricTPU v5pGeForce GTX 1650GeForce RTX 3090A100 SXMT4GeForce GTX 1080
TFLOPs per Watt (FP32-eq)0.570.040.100.390.460.05
Memory Bandwidth per GB—32.0 GB/s39.0 GB/s25.5 GB/s20.0 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 Google TPU v5p

NVIDIA GeForce GTX 1650
Compute (FP32-eq)
76.91x
Need 76.91x GeForce GTX 1650
VRAM
23.75x
Need 23.75x GeForce GTX 1650
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 T4
Compute (FP32-eq)
7.06x
Need 7.06x T4
VRAM
5.94x
Need 5.94x T4
NVIDIA GeForce GTX 1080
Compute (FP32-eq)
25.86x
Need 25.86x GeForce GTX 1080
VRAM
11.88x
Need 11.88x GeForce GTX 1080

To match 1x NVIDIA GeForce GTX 1650

Google TPU v5p
Compute (FP32-eq)
0.01x
TPU v5p is 76.91x faster
VRAM
0.04x
TPU v5p has 23.75x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.08x
GeForce RTX 3090 is 11.90x faster
FP32 Compute
0.08x
GeForce RTX 3090 is 11.93x faster
VRAM
0.17x
GeForce RTX 3090 has 6.00x more
Memory Bandwidth
0.14x
GeForce RTX 3090 has 7.31x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.02x
A100 SXM is 52.28x faster
FP32 Compute
0.15x
A100 SXM is 6.53x faster
VRAM
0.05x
A100 SXM has 20.00x more
Memory Bandwidth
0.06x
A100 SXM has 15.93x more
NVIDIA T4
Compute (FP32-eq)
0.09x
T4 is 10.89x faster
FP32 Compute
0.37x
T4 is 2.71x faster
VRAM
0.25x
T4 has 4.00x more
Memory Bandwidth
0.40x
T4 has 2.50x more
NVIDIA GeForce GTX 1080
Compute (FP32-eq)
0.34x
GeForce GTX 1080 is 2.97x faster
FP32 Compute
0.34x
GeForce GTX 1080 is 2.97x faster
VRAM
0.50x
GeForce GTX 1080 has 2.00x more
Memory Bandwidth
0.40x
GeForce GTX 1080 has 2.50x 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 GTX 1650
Compute (FP32-eq)
11.90x
Need 11.90x GeForce GTX 1650
FP32 Compute
11.93x
Need 11.93x GeForce GTX 1650
VRAM
6.00x
Need 6.00x GeForce GTX 1650
Memory Bandwidth
7.31x
Need 7.31x GeForce GTX 1650
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 T4
Compute (FP32-eq)
1.09x
Need 1.09x T4
FP32 Compute
4.40x
Need 4.40x T4
VRAM
1.50x
Need 1.50x T4
Memory Bandwidth
2.92x
Need 2.92x T4
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 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 GTX 1650
Compute (FP32-eq)
52.28x
Need 52.28x GeForce GTX 1650
FP32 Compute
6.53x
Need 6.53x GeForce GTX 1650
VRAM
20.00x
Need 20.00x GeForce GTX 1650
Memory Bandwidth
15.93x
Need 15.93x GeForce GTX 1650
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 T4
Compute (FP32-eq)
4.80x
Need 4.80x T4
FP32 Compute
2.41x
Need 2.41x T4
VRAM
5.00x
Need 5.00x T4
Memory Bandwidth
6.37x
Need 6.37x T4
NVIDIA GeForce GTX 1080
Compute (FP32-eq)
17.58x
Need 17.58x GeForce GTX 1080
FP32 Compute
2.20x
Need 2.20x GeForce GTX 1080
VRAM
10.00x
Need 10.00x GeForce GTX 1080
Memory Bandwidth
6.37x
Need 6.37x GeForce GTX 1080

To match 1x NVIDIA T4

Google TPU v5p
Compute (FP32-eq)
0.14x
TPU v5p is 7.06x faster
VRAM
0.17x
TPU v5p has 5.94x more
NVIDIA GeForce GTX 1650
Compute (FP32-eq)
10.89x
Need 10.89x GeForce GTX 1650
FP32 Compute
2.71x
Need 2.71x GeForce GTX 1650
VRAM
4.00x
Need 4.00x GeForce GTX 1650
Memory Bandwidth
2.50x
Need 2.50x GeForce GTX 1650
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.92x
GeForce RTX 3090 is 1.09x faster
FP32 Compute
0.23x
GeForce RTX 3090 is 4.40x faster
VRAM
0.67x
GeForce RTX 3090 has 1.50x more
Memory Bandwidth
0.34x
GeForce RTX 3090 has 2.92x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.21x
A100 SXM is 4.80x faster
FP32 Compute
0.42x
A100 SXM is 2.41x faster
VRAM
0.20x
A100 SXM has 5.00x more
Memory Bandwidth
0.16x
A100 SXM has 6.37x more
NVIDIA GeForce GTX 1080
Compute (FP32-eq)
3.66x
Need 3.66x GeForce GTX 1080
FP32 Compute
0.91x
GeForce GTX 1080 is 1.10x faster
VRAM
2.00x
Need 2.00x GeForce GTX 1080
Memory Bandwidth
1.00x
GeForce GTX 1080 has 1.00x more

To match 1x NVIDIA GeForce GTX 1080

Google TPU v5p
Compute (FP32-eq)
0.04x
TPU v5p is 25.86x faster
VRAM
0.08x
TPU v5p has 11.88x more
NVIDIA GeForce GTX 1650
Compute (FP32-eq)
2.97x
Need 2.97x GeForce GTX 1650
FP32 Compute
2.97x
Need 2.97x GeForce GTX 1650
VRAM
2.00x
Need 2.00x GeForce GTX 1650
Memory Bandwidth
2.50x
Need 2.50x GeForce GTX 1650
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 A100 SXM
Compute (FP32-eq)
0.06x
A100 SXM is 17.58x faster
FP32 Compute
0.46x
A100 SXM is 2.20x faster
VRAM
0.10x
A100 SXM has 10.00x more
Memory Bandwidth
0.16x
A100 SXM has 6.37x more
NVIDIA T4
Compute (FP32-eq)
0.27x
T4 is 3.66x faster
FP32 Compute
1.10x
Need 1.10x T4
VRAM
0.50x
T4 has 2.00x more
Memory Bandwidth
1.00x
T4 has 1.00x more

Pricing

Price TypeTPU v5pGeForce GTX 1650GeForce RTX 3090A100 SXMT4GeForce GTX 1080
CAPEX (Street Price)———$15,000——
OPEX (per hour)$5.00/hr$0.04/hr$0.11/hr$4.05/hr$0.27/hr$0.04/hr
Price per TFLOPs (FP32-eq)———$96——