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

SpecificationGoogle TPU v5pNVIDIA H100 SXMNVIDIA GeForce RTX 5060 TiNVIDIA GeForce GT 710NVIDIA RTX A4000NVIDIA GeForce RTX 3090NVIDIA GeForce GTX 1080
ArchitectureTPU v5HopperBlackwellKeplerAmpereAmperePascal
Form FactorMezzanineSXMPCIePCIePCIePCIePCIe
VRAM95 GB80 GB16 GB2 GB16 GB24 GB8 GB
Memory Bandwidth—3,350 GB/s544 GB/s14.4 GB/s448 GB/s936 GB/s320 GB/s
TFLOPs (FP32)—67250.36619.235.68.873
TFLOPs (FP16)—1,979—————
TFLOPs4591,979880.36638.7718.873
TFLOPs (FP8)—3,958—————
TDP400 W700 W220 W19 W140 W350 W180 W
Launch DateAug 2023Sep 2022Mar 2025Mar 2014Apr 2021Sep 2020May 2016

Efficiency Metrics

MetricTPU v5pH100 SXMGeForce RTX 5060 TiGeForce GT 710RTX A4000GeForce RTX 3090GeForce GTX 1080
TFLOPs per Watt (FP32-eq)0.571.410.200.020.140.100.05
Memory Bandwidth per GB—41.9 GB/s34.0 GB/s7.2 GB/s28.0 GB/s39.0 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 H100 SXM
Compute (FP32-eq)
0.23x
H100 SXM is 4.31x faster
VRAM
1.19x
Need 1.19x H100 SXM
NVIDIA GeForce RTX 5060 Ti
Compute (FP32-eq)
5.22x
Need 5.22x GeForce RTX 5060 Ti
VRAM
5.94x
Need 5.94x GeForce RTX 5060 Ti
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 RTX A4000
Compute (FP32-eq)
11.86x
Need 11.86x RTX A4000
VRAM
5.94x
Need 5.94x RTX A4000
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 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 H100 SXM

Google TPU v5p
Compute (FP32-eq)
4.31x
Need 4.31x TPU v5p
VRAM
0.84x
TPU v5p has 1.19x more
NVIDIA GeForce RTX 5060 Ti
Compute (FP32-eq)
22.49x
Need 22.49x GeForce RTX 5060 Ti
FP32 Compute
2.68x
Need 2.68x GeForce RTX 5060 Ti
VRAM
5.00x
Need 5.00x GeForce RTX 5060 Ti
Memory Bandwidth
6.16x
Need 6.16x GeForce RTX 5060 Ti
NVIDIA GeForce GT 710
Compute (FP32-eq)
2703.55x
Need 2703.55x GeForce GT 710
FP32 Compute
183.06x
Need 183.06x GeForce GT 710
VRAM
40.00x
Need 40.00x GeForce GT 710
Memory Bandwidth
232.64x
Need 232.64x GeForce GT 710
NVIDIA RTX A4000
Compute (FP32-eq)
51.14x
Need 51.14x RTX A4000
FP32 Compute
3.49x
Need 3.49x RTX A4000
VRAM
5.00x
Need 5.00x RTX A4000
Memory Bandwidth
7.48x
Need 7.48x RTX A4000
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
27.87x
Need 27.87x GeForce RTX 3090
FP32 Compute
1.88x
Need 1.88x GeForce RTX 3090
VRAM
3.33x
Need 3.33x GeForce RTX 3090
Memory Bandwidth
3.58x
Need 3.58x GeForce RTX 3090
NVIDIA GeForce GTX 1080
Compute (FP32-eq)
111.52x
Need 111.52x GeForce GTX 1080
FP32 Compute
7.55x
Need 7.55x GeForce GTX 1080
VRAM
10.00x
Need 10.00x GeForce GTX 1080
Memory Bandwidth
10.47x
Need 10.47x GeForce GTX 1080

To match 1x NVIDIA GeForce RTX 5060 Ti

Google TPU v5p
Compute (FP32-eq)
0.19x
TPU v5p is 5.22x faster
VRAM
0.17x
TPU v5p has 5.94x more
NVIDIA H100 SXM
Compute (FP32-eq)
0.04x
H100 SXM is 22.49x faster
FP32 Compute
0.37x
H100 SXM is 2.68x faster
VRAM
0.20x
H100 SXM has 5.00x more
Memory Bandwidth
0.16x
H100 SXM has 6.16x more
NVIDIA GeForce GT 710
Compute (FP32-eq)
120.22x
Need 120.22x GeForce GT 710
FP32 Compute
68.31x
Need 68.31x GeForce GT 710
VRAM
8.00x
Need 8.00x GeForce GT 710
Memory Bandwidth
37.78x
Need 37.78x GeForce GT 710
NVIDIA RTX A4000
Compute (FP32-eq)
2.27x
Need 2.27x RTX A4000
FP32 Compute
1.30x
Need 1.30x RTX A4000
VRAM
1.00x
RTX A4000 has 1.00x more
Memory Bandwidth
1.21x
Need 1.21x RTX A4000
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
1.24x
Need 1.24x GeForce RTX 3090
FP32 Compute
0.70x
GeForce RTX 3090 is 1.42x faster
VRAM
0.67x
GeForce RTX 3090 has 1.50x more
Memory Bandwidth
0.58x
GeForce RTX 3090 has 1.72x more
NVIDIA GeForce GTX 1080
Compute (FP32-eq)
4.96x
Need 4.96x GeForce GTX 1080
FP32 Compute
2.82x
Need 2.82x GeForce GTX 1080
VRAM
2.00x
Need 2.00x GeForce GTX 1080
Memory Bandwidth
1.70x
Need 1.70x GeForce GTX 1080

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 H100 SXM
Compute (FP32-eq)
0.00x
H100 SXM is 2703.55x faster
FP32 Compute
0.01x
H100 SXM is 183.06x faster
VRAM
0.03x
H100 SXM has 40.00x more
Memory Bandwidth
0.00x
H100 SXM has 232.64x more
NVIDIA GeForce RTX 5060 Ti
Compute (FP32-eq)
0.01x
GeForce RTX 5060 Ti is 120.22x faster
FP32 Compute
0.01x
GeForce RTX 5060 Ti is 68.31x faster
VRAM
0.13x
GeForce RTX 5060 Ti has 8.00x more
Memory Bandwidth
0.03x
GeForce RTX 5060 Ti has 37.78x more
NVIDIA RTX A4000
Compute (FP32-eq)
0.02x
RTX A4000 is 52.87x faster
FP32 Compute
0.02x
RTX A4000 is 52.46x faster
VRAM
0.13x
RTX A4000 has 8.00x more
Memory Bandwidth
0.03x
RTX A4000 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
NVIDIA GeForce GTX 1080
Compute (FP32-eq)
0.04x
GeForce GTX 1080 is 24.24x faster
FP32 Compute
0.04x
GeForce GTX 1080 is 24.24x faster
VRAM
0.25x
GeForce GTX 1080 has 4.00x more
Memory Bandwidth
0.04x
GeForce GTX 1080 has 22.22x more

To match 1x NVIDIA RTX A4000

Google TPU v5p
Compute (FP32-eq)
0.08x
TPU v5p is 11.86x faster
VRAM
0.17x
TPU v5p has 5.94x more
NVIDIA H100 SXM
Compute (FP32-eq)
0.02x
H100 SXM is 51.14x faster
FP32 Compute
0.29x
H100 SXM is 3.49x faster
VRAM
0.20x
H100 SXM has 5.00x more
Memory Bandwidth
0.13x
H100 SXM has 7.48x more
NVIDIA GeForce RTX 5060 Ti
Compute (FP32-eq)
0.44x
GeForce RTX 5060 Ti is 2.27x faster
FP32 Compute
0.77x
GeForce RTX 5060 Ti is 1.30x faster
VRAM
1.00x
GeForce RTX 5060 Ti has 1.00x more
Memory Bandwidth
0.82x
GeForce RTX 5060 Ti has 1.21x more
NVIDIA GeForce GT 710
Compute (FP32-eq)
52.87x
Need 52.87x GeForce GT 710
FP32 Compute
52.46x
Need 52.46x GeForce GT 710
VRAM
8.00x
Need 8.00x GeForce GT 710
Memory Bandwidth
31.11x
Need 31.11x GeForce GT 710
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 GeForce GTX 1080
Compute (FP32-eq)
2.18x
Need 2.18x GeForce GTX 1080
FP32 Compute
2.16x
Need 2.16x GeForce GTX 1080
VRAM
2.00x
Need 2.00x GeForce GTX 1080
Memory Bandwidth
1.40x
Need 1.40x GeForce GTX 1080

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 H100 SXM
Compute (FP32-eq)
0.04x
H100 SXM is 27.87x faster
FP32 Compute
0.53x
H100 SXM is 1.88x faster
VRAM
0.30x
H100 SXM has 3.33x more
Memory Bandwidth
0.28x
H100 SXM has 3.58x more
NVIDIA GeForce RTX 5060 Ti
Compute (FP32-eq)
0.81x
GeForce RTX 5060 Ti is 1.24x faster
FP32 Compute
1.42x
Need 1.42x GeForce RTX 5060 Ti
VRAM
1.50x
Need 1.50x GeForce RTX 5060 Ti
Memory Bandwidth
1.72x
Need 1.72x GeForce RTX 5060 Ti
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 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 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 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 H100 SXM
Compute (FP32-eq)
0.01x
H100 SXM is 111.52x faster
FP32 Compute
0.13x
H100 SXM is 7.55x faster
VRAM
0.10x
H100 SXM has 10.00x more
Memory Bandwidth
0.10x
H100 SXM has 10.47x more
NVIDIA GeForce RTX 5060 Ti
Compute (FP32-eq)
0.20x
GeForce RTX 5060 Ti is 4.96x faster
FP32 Compute
0.35x
GeForce RTX 5060 Ti is 2.82x faster
VRAM
0.50x
GeForce RTX 5060 Ti has 2.00x more
Memory Bandwidth
0.59x
GeForce RTX 5060 Ti has 1.70x more
NVIDIA GeForce GT 710
Compute (FP32-eq)
24.24x
Need 24.24x GeForce GT 710
FP32 Compute
24.24x
Need 24.24x GeForce GT 710
VRAM
4.00x
Need 4.00x GeForce GT 710
Memory Bandwidth
22.22x
Need 22.22x GeForce GT 710
NVIDIA RTX A4000
Compute (FP32-eq)
0.46x
RTX A4000 is 2.18x faster
FP32 Compute
0.46x
RTX A4000 is 2.16x faster
VRAM
0.50x
RTX A4000 has 2.00x more
Memory Bandwidth
0.71x
RTX A4000 has 1.40x more
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

Pricing

Price TypeTPU v5pH100 SXMGeForce RTX 5060 TiGeForce GT 710RTX A4000GeForce RTX 3090GeForce GTX 1080
CAPEX (Street Price)—$30,000—————
OPEX (per hour)$5.00/hr$3.50/hr$0.09/hr$0.07/hr$0.11/hr$0.11/hr$0.04/hr
Price per TFLOPs (FP32-eq)—$30—————