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 5090NVIDIA GeForce GTX 1070 TiNVIDIA GeForce RTX 3090NVIDIA A100 SXMAMD Radeon Pro V520
ArchitectureTPU v5BlackwellPascalAmpereAmpereRDNA 2
Form FactorMezzaninePCIePCIePCIeSXMPCIe
VRAM95 GB32 GB8 GB24 GB80 GB32 GB
Memory Bandwidth—1,792 GB/s256 GB/s936 GB/s2,039 GB/s448 GB/s
TFLOPs (FP32)—928.18635.619.510.1
TFLOPs (FP16)————312—
TFLOPs4593188.1867131223.04
TFLOPs (FP8)——————
TDP400 W575 W180 W350 W400 W225 W
Launch DateAug 2023Jan 2025Nov 2017Sep 2020May 2020Jun 2021

Efficiency Metrics

MetricTPU v5pGeForce RTX 5090GeForce GTX 1070 TiGeForce RTX 3090A100 SXMRadeon Pro V520
TFLOPs per Watt (FP32-eq)0.570.280.050.100.390.05
Memory Bandwidth per GB—56.0 GB/s32.0 GB/s39.0 GB/s25.5 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 v5p

NVIDIA GeForce RTX 5090
Compute (FP32-eq)
1.44x
Need 1.44x GeForce RTX 5090
VRAM
2.97x
Need 2.97x GeForce RTX 5090
NVIDIA GeForce GTX 1070 Ti
Compute (FP32-eq)
28.04x
Need 28.04x GeForce GTX 1070 Ti
VRAM
11.88x
Need 11.88x GeForce GTX 1070 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
NVIDIA A100 SXM
Compute (FP32-eq)
1.47x
Need 1.47x A100 SXM
VRAM
1.19x
Need 1.19x A100 SXM
AMD Radeon Pro V520
Compute (FP32-eq)
19.92x
Need 19.92x Radeon Pro V520
VRAM
2.97x
Need 2.97x Radeon Pro V520

To match 1x NVIDIA GeForce RTX 5090

Google TPU v5p
Compute (FP32-eq)
0.69x
TPU v5p is 1.44x faster
VRAM
0.34x
TPU v5p has 2.97x more
NVIDIA GeForce GTX 1070 Ti
Compute (FP32-eq)
19.42x
Need 19.42x GeForce GTX 1070 Ti
FP32 Compute
11.24x
Need 11.24x GeForce GTX 1070 Ti
VRAM
4.00x
Need 4.00x GeForce GTX 1070 Ti
Memory Bandwidth
7.00x
Need 7.00x GeForce GTX 1070 Ti
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
4.48x
Need 4.48x GeForce RTX 3090
FP32 Compute
2.58x
Need 2.58x GeForce RTX 3090
VRAM
1.33x
Need 1.33x GeForce RTX 3090
Memory Bandwidth
1.91x
Need 1.91x GeForce RTX 3090
NVIDIA A100 SXM
Compute (FP32-eq)
1.02x
Need 1.02x A100 SXM
FP32 Compute
4.72x
Need 4.72x A100 SXM
VRAM
0.40x
A100 SXM has 2.50x more
Memory Bandwidth
0.88x
A100 SXM has 1.14x more
AMD Radeon Pro V520
Compute (FP32-eq)
13.80x
Need 13.80x Radeon Pro V520
FP32 Compute
9.11x
Need 9.11x Radeon Pro V520
VRAM
1.00x
Radeon Pro V520 has 1.00x more
Memory Bandwidth
4.00x
Need 4.00x Radeon Pro V520

To match 1x NVIDIA GeForce GTX 1070 Ti

Google TPU v5p
Compute (FP32-eq)
0.04x
TPU v5p is 28.04x faster
VRAM
0.08x
TPU v5p has 11.88x more
NVIDIA GeForce RTX 5090
Compute (FP32-eq)
0.05x
GeForce RTX 5090 is 19.42x faster
FP32 Compute
0.09x
GeForce RTX 5090 is 11.24x faster
VRAM
0.25x
GeForce RTX 5090 has 4.00x more
Memory Bandwidth
0.14x
GeForce RTX 5090 has 7.00x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.23x
GeForce RTX 3090 is 4.34x faster
FP32 Compute
0.23x
GeForce RTX 3090 is 4.35x faster
VRAM
0.33x
GeForce RTX 3090 has 3.00x more
Memory Bandwidth
0.27x
GeForce RTX 3090 has 3.66x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.05x
A100 SXM is 19.06x faster
FP32 Compute
0.42x
A100 SXM is 2.38x faster
VRAM
0.10x
A100 SXM has 10.00x more
Memory Bandwidth
0.13x
A100 SXM has 7.96x more
AMD Radeon Pro V520
Compute (FP32-eq)
0.71x
Radeon Pro V520 is 1.41x faster
FP32 Compute
0.81x
Radeon Pro V520 is 1.23x 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 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 5090
Compute (FP32-eq)
0.22x
GeForce RTX 5090 is 4.48x faster
FP32 Compute
0.39x
GeForce RTX 5090 is 2.58x faster
VRAM
0.75x
GeForce RTX 5090 has 1.33x more
Memory Bandwidth
0.52x
GeForce RTX 5090 has 1.91x more
NVIDIA GeForce GTX 1070 Ti
Compute (FP32-eq)
4.34x
Need 4.34x GeForce GTX 1070 Ti
FP32 Compute
4.35x
Need 4.35x GeForce GTX 1070 Ti
VRAM
3.00x
Need 3.00x GeForce GTX 1070 Ti
Memory Bandwidth
3.66x
Need 3.66x GeForce GTX 1070 Ti
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
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 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 5090
Compute (FP32-eq)
0.98x
GeForce RTX 5090 is 1.02x faster
FP32 Compute
0.21x
GeForce RTX 5090 is 4.72x faster
VRAM
2.50x
Need 2.50x GeForce RTX 5090
Memory Bandwidth
1.14x
Need 1.14x GeForce RTX 5090
NVIDIA GeForce GTX 1070 Ti
Compute (FP32-eq)
19.06x
Need 19.06x GeForce GTX 1070 Ti
FP32 Compute
2.38x
Need 2.38x GeForce GTX 1070 Ti
VRAM
10.00x
Need 10.00x GeForce GTX 1070 Ti
Memory Bandwidth
7.96x
Need 7.96x GeForce GTX 1070 Ti
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
AMD Radeon Pro V520
Compute (FP32-eq)
13.54x
Need 13.54x Radeon Pro V520
FP32 Compute
1.93x
Need 1.93x Radeon Pro V520
VRAM
2.50x
Need 2.50x Radeon Pro V520
Memory Bandwidth
4.55x
Need 4.55x Radeon Pro V520

To match 1x AMD Radeon Pro V520

Google TPU v5p
Compute (FP32-eq)
0.05x
TPU v5p is 19.92x faster
VRAM
0.34x
TPU v5p has 2.97x more
NVIDIA GeForce RTX 5090
Compute (FP32-eq)
0.07x
GeForce RTX 5090 is 13.80x faster
FP32 Compute
0.11x
GeForce RTX 5090 is 9.11x faster
VRAM
1.00x
GeForce RTX 5090 has 1.00x more
Memory Bandwidth
0.25x
GeForce RTX 5090 has 4.00x more
NVIDIA GeForce GTX 1070 Ti
Compute (FP32-eq)
1.41x
Need 1.41x GeForce GTX 1070 Ti
FP32 Compute
1.23x
Need 1.23x GeForce GTX 1070 Ti
VRAM
4.00x
Need 4.00x GeForce GTX 1070 Ti
Memory Bandwidth
1.75x
Need 1.75x GeForce GTX 1070 Ti
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
NVIDIA A100 SXM
Compute (FP32-eq)
0.07x
A100 SXM is 13.54x faster
FP32 Compute
0.52x
A100 SXM is 1.93x faster
VRAM
0.40x
A100 SXM has 2.50x more
Memory Bandwidth
0.22x
A100 SXM has 4.55x more

Pricing

Price TypeTPU v5pGeForce RTX 5090GeForce GTX 1070 TiGeForce RTX 3090A100 SXMRadeon Pro V520
CAPEX (Street Price)————$15,000—
OPEX (per hour)$5.00/hr$0.27/hr$0.05/hr$0.11/hr$4.05/hr$0.38/hr
Price per TFLOPs (FP32-eq)————$96—