Compare XPUs

Select up to 5 XPUs to compare side-by-side

Select XPUs to Compare

Clear all (6)Jump to results
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

SpecificationNVIDIA L4NVIDIA GB200NVIDIA P4NVIDIA GeForce RTX 2060NVIDIA GeForce RTX 3090NVIDIA A100 SXM
ArchitectureAda LovelaceBlackwellPascalTuringAmpereAmpere
Form FactorPCIeSXMPCIePCIePCIeSXM
VRAM24 GB192 GB8 GB6 GB24 GB80 GB
Memory Bandwidth300 GB/s8,000 GB/s192 GB/s336 GB/s936 GB/s2,039 GB/s
TFLOPs (FP32)30.3905.56.535.619.5
TFLOPs (FP16)242————312
TFLOPs1212,5005.56.571312
TFLOPs (FP8)485—————
TDP72 W1000 W75 W160 W350 W400 W
Launch DateMar 2023Mar 2024Sep 2016Jan 2019Sep 2020May 2020

Efficiency Metrics

MetricL4GB200P4GeForce RTX 2060GeForce RTX 3090A100 SXM
TFLOPs per Watt (FP32-eq)0.841.250.070.040.100.39
Memory Bandwidth per GB12.5 GB/s41.7 GB/s24.0 GB/s56.0 GB/s39.0 GB/s25.5 GB/s

Performance Equivalence

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

To match 1x NVIDIA L4

NVIDIA GB200
Compute (FP32-eq)
0.05x
GB200 is 20.66x faster
FP32 Compute
0.34x
GB200 is 2.97x faster
VRAM
0.13x
GB200 has 8.00x more
Memory Bandwidth
0.04x
GB200 has 26.67x more
NVIDIA P4
Compute (FP32-eq)
11.00x
Need 11.00x P4
FP32 Compute
5.51x
Need 5.51x P4
VRAM
3.00x
Need 3.00x P4
Memory Bandwidth
1.56x
Need 1.56x P4
NVIDIA GeForce RTX 2060
Compute (FP32-eq)
9.31x
Need 9.31x GeForce RTX 2060
FP32 Compute
4.66x
Need 4.66x GeForce RTX 2060
VRAM
4.00x
Need 4.00x GeForce RTX 2060
Memory Bandwidth
0.89x
GeForce RTX 2060 has 1.12x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
1.70x
Need 1.70x GeForce RTX 3090
FP32 Compute
0.85x
GeForce RTX 3090 is 1.17x faster
VRAM
1.00x
GeForce RTX 3090 has 1.00x more
Memory Bandwidth
0.32x
GeForce RTX 3090 has 3.12x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.39x
A100 SXM is 2.58x faster
FP32 Compute
1.55x
Need 1.55x A100 SXM
VRAM
0.30x
A100 SXM has 3.33x more
Memory Bandwidth
0.15x
A100 SXM has 6.80x more

To match 1x NVIDIA GB200

NVIDIA L4
Compute (FP32-eq)
20.66x
Need 20.66x L4
FP32 Compute
2.97x
Need 2.97x L4
VRAM
8.00x
Need 8.00x L4
Memory Bandwidth
26.67x
Need 26.67x L4
NVIDIA P4
Compute (FP32-eq)
227.27x
Need 227.27x P4
FP32 Compute
16.36x
Need 16.36x P4
VRAM
24.00x
Need 24.00x P4
Memory Bandwidth
41.67x
Need 41.67x P4
NVIDIA GeForce RTX 2060
Compute (FP32-eq)
192.31x
Need 192.31x GeForce RTX 2060
FP32 Compute
13.85x
Need 13.85x GeForce RTX 2060
VRAM
32.00x
Need 32.00x GeForce RTX 2060
Memory Bandwidth
23.81x
Need 23.81x GeForce RTX 2060
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
35.21x
Need 35.21x GeForce RTX 3090
FP32 Compute
2.53x
Need 2.53x GeForce RTX 3090
VRAM
8.00x
Need 8.00x GeForce RTX 3090
Memory Bandwidth
8.55x
Need 8.55x GeForce RTX 3090
NVIDIA A100 SXM
Compute (FP32-eq)
8.01x
Need 8.01x A100 SXM
FP32 Compute
4.62x
Need 4.62x A100 SXM
VRAM
2.40x
Need 2.40x A100 SXM
Memory Bandwidth
3.92x
Need 3.92x A100 SXM

To match 1x NVIDIA P4

NVIDIA L4
Compute (FP32-eq)
0.09x
L4 is 11.00x faster
FP32 Compute
0.18x
L4 is 5.51x faster
VRAM
0.33x
L4 has 3.00x more
Memory Bandwidth
0.64x
L4 has 1.56x more
NVIDIA GB200
Compute (FP32-eq)
0.00x
GB200 is 227.27x faster
FP32 Compute
0.06x
GB200 is 16.36x faster
VRAM
0.04x
GB200 has 24.00x more
Memory Bandwidth
0.02x
GB200 has 41.67x more
NVIDIA GeForce RTX 2060
Compute (FP32-eq)
0.85x
GeForce RTX 2060 is 1.18x faster
FP32 Compute
0.85x
GeForce RTX 2060 is 1.18x faster
VRAM
1.33x
Need 1.33x GeForce RTX 2060
Memory Bandwidth
0.57x
GeForce RTX 2060 has 1.75x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.15x
GeForce RTX 3090 is 6.45x faster
FP32 Compute
0.15x
GeForce RTX 3090 is 6.47x faster
VRAM
0.33x
GeForce RTX 3090 has 3.00x more
Memory Bandwidth
0.21x
GeForce RTX 3090 has 4.88x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.04x
A100 SXM is 28.36x faster
FP32 Compute
0.28x
A100 SXM is 3.55x faster
VRAM
0.10x
A100 SXM has 10.00x more
Memory Bandwidth
0.09x
A100 SXM has 10.62x more

To match 1x NVIDIA GeForce RTX 2060

NVIDIA L4
Compute (FP32-eq)
0.11x
L4 is 9.31x faster
FP32 Compute
0.21x
L4 is 4.66x faster
VRAM
0.25x
L4 has 4.00x more
Memory Bandwidth
1.12x
Need 1.12x L4
NVIDIA GB200
Compute (FP32-eq)
0.01x
GB200 is 192.31x faster
FP32 Compute
0.07x
GB200 is 13.85x faster
VRAM
0.03x
GB200 has 32.00x more
Memory Bandwidth
0.04x
GB200 has 23.81x more
NVIDIA P4
Compute (FP32-eq)
1.18x
Need 1.18x P4
FP32 Compute
1.18x
Need 1.18x P4
VRAM
0.75x
P4 has 1.33x more
Memory Bandwidth
1.75x
Need 1.75x P4
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.18x
GeForce RTX 3090 is 5.46x faster
FP32 Compute
0.18x
GeForce RTX 3090 is 5.48x faster
VRAM
0.25x
GeForce RTX 3090 has 4.00x more
Memory Bandwidth
0.36x
GeForce RTX 3090 has 2.79x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.04x
A100 SXM is 24.00x faster
FP32 Compute
0.33x
A100 SXM is 3.00x faster
VRAM
0.07x
A100 SXM has 13.33x more
Memory Bandwidth
0.16x
A100 SXM has 6.07x more

To match 1x NVIDIA GeForce RTX 3090

NVIDIA L4
Compute (FP32-eq)
0.59x
L4 is 1.70x faster
FP32 Compute
1.17x
Need 1.17x L4
VRAM
1.00x
L4 has 1.00x more
Memory Bandwidth
3.12x
Need 3.12x L4
NVIDIA GB200
Compute (FP32-eq)
0.03x
GB200 is 35.21x faster
FP32 Compute
0.40x
GB200 is 2.53x faster
VRAM
0.13x
GB200 has 8.00x more
Memory Bandwidth
0.12x
GB200 has 8.55x more
NVIDIA P4
Compute (FP32-eq)
6.45x
Need 6.45x P4
FP32 Compute
6.47x
Need 6.47x P4
VRAM
3.00x
Need 3.00x P4
Memory Bandwidth
4.88x
Need 4.88x P4
NVIDIA GeForce RTX 2060
Compute (FP32-eq)
5.46x
Need 5.46x GeForce RTX 2060
FP32 Compute
5.48x
Need 5.48x GeForce RTX 2060
VRAM
4.00x
Need 4.00x GeForce RTX 2060
Memory Bandwidth
2.79x
Need 2.79x GeForce RTX 2060
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

To match 1x NVIDIA A100 SXM

NVIDIA L4
Compute (FP32-eq)
2.58x
Need 2.58x L4
FP32 Compute
0.64x
L4 is 1.55x faster
VRAM
3.33x
Need 3.33x L4
Memory Bandwidth
6.80x
Need 6.80x L4
NVIDIA GB200
Compute (FP32-eq)
0.12x
GB200 is 8.01x faster
FP32 Compute
0.22x
GB200 is 4.62x faster
VRAM
0.42x
GB200 has 2.40x more
Memory Bandwidth
0.25x
GB200 has 3.92x more
NVIDIA P4
Compute (FP32-eq)
28.36x
Need 28.36x P4
FP32 Compute
3.55x
Need 3.55x P4
VRAM
10.00x
Need 10.00x P4
Memory Bandwidth
10.62x
Need 10.62x P4
NVIDIA GeForce RTX 2060
Compute (FP32-eq)
24.00x
Need 24.00x GeForce RTX 2060
FP32 Compute
3.00x
Need 3.00x GeForce RTX 2060
VRAM
13.33x
Need 13.33x GeForce RTX 2060
Memory Bandwidth
6.07x
Need 6.07x GeForce RTX 2060
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

Pricing

Price TypeL4GB200P4GeForce RTX 2060GeForce RTX 3090A100 SXM
CAPEX (Street Price)$4,000————$15,000
OPEX (per hour)$0.80/hr$42.00/hr$0.04/hr$0.04/hr$0.11/hr$4.05/hr
Price per TFLOPs (FP32-eq)$66————$96