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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

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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 T4GNVIDIA GeForce RTX 2060 SuperNVIDIA GeForce RTX 2070NVIDIA GeForce RTX 3090NVIDIA A100 SXMNVIDIA T4
ArchitectureTuringTuringTuringAmpereAmpereTuring
Form FactorPCIePCIePCIePCIeSXMPCIe
VRAM16 GB8 GB8 GB24 GB80 GB16 GB
Memory Bandwidth320 GB/s448 GB/s448 GB/s936 GB/s2,039 GB/s320 GB/s
TFLOPs (FP32)8.17.27.535.619.58.1
TFLOPs (FP16)————312—
TFLOPs657.27.57131265
TFLOPs (FP8)——————
TDP70 W175 W175 W350 W400 W70 W
Launch DateMay 2020Jul 2019Oct 2018Sep 2020May 2020Sep 2018

Efficiency Metrics

MetricT4GGeForce RTX 2060 SuperGeForce RTX 2070GeForce RTX 3090A100 SXMT4
TFLOPs per Watt (FP32-eq)0.460.040.040.100.390.46
Memory Bandwidth per GB20.0 GB/s56.0 GB/s56.0 GB/s39.0 GB/s25.5 GB/s20.0 GB/s

Performance Equivalence

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

To match 1x NVIDIA T4G

NVIDIA GeForce RTX 2060 Super
Compute (FP32-eq)
4.51x
Need 4.51x GeForce RTX 2060 Super
FP32 Compute
1.13x
Need 1.13x GeForce RTX 2060 Super
VRAM
2.00x
Need 2.00x GeForce RTX 2060 Super
Memory Bandwidth
0.71x
GeForce RTX 2060 Super has 1.40x more
NVIDIA GeForce RTX 2070
Compute (FP32-eq)
4.33x
Need 4.33x GeForce RTX 2070
FP32 Compute
1.08x
Need 1.08x GeForce RTX 2070
VRAM
2.00x
Need 2.00x GeForce RTX 2070
Memory Bandwidth
0.71x
GeForce RTX 2070 has 1.40x more
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 T4
Compute (FP32-eq)
1.00x
T4 is 1.00x faster
FP32 Compute
1.00x
T4 is 1.00x faster
VRAM
1.00x
T4 has 1.00x more
Memory Bandwidth
1.00x
T4 has 1.00x more

To match 1x NVIDIA GeForce RTX 2060 Super

NVIDIA T4G
Compute (FP32-eq)
0.22x
T4G is 4.51x faster
FP32 Compute
0.89x
T4G is 1.13x faster
VRAM
0.50x
T4G has 2.00x more
Memory Bandwidth
1.40x
Need 1.40x T4G
NVIDIA GeForce RTX 2070
Compute (FP32-eq)
0.96x
GeForce RTX 2070 is 1.04x faster
FP32 Compute
0.96x
GeForce RTX 2070 is 1.04x faster
VRAM
1.00x
GeForce RTX 2070 has 1.00x more
Memory Bandwidth
1.00x
GeForce RTX 2070 has 1.00x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.20x
GeForce RTX 3090 is 4.93x faster
FP32 Compute
0.20x
GeForce RTX 3090 is 4.94x faster
VRAM
0.33x
GeForce RTX 3090 has 3.00x more
Memory Bandwidth
0.48x
GeForce RTX 3090 has 2.09x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.05x
A100 SXM is 21.67x faster
FP32 Compute
0.37x
A100 SXM is 2.71x faster
VRAM
0.10x
A100 SXM has 10.00x more
Memory Bandwidth
0.22x
A100 SXM has 4.55x more
NVIDIA T4
Compute (FP32-eq)
0.22x
T4 is 4.51x faster
FP32 Compute
0.89x
T4 is 1.13x faster
VRAM
0.50x
T4 has 2.00x more
Memory Bandwidth
1.40x
Need 1.40x T4

To match 1x NVIDIA GeForce RTX 2070

NVIDIA T4G
Compute (FP32-eq)
0.23x
T4G is 4.33x faster
FP32 Compute
0.93x
T4G is 1.08x faster
VRAM
0.50x
T4G has 2.00x more
Memory Bandwidth
1.40x
Need 1.40x T4G
NVIDIA GeForce RTX 2060 Super
Compute (FP32-eq)
1.04x
Need 1.04x GeForce RTX 2060 Super
FP32 Compute
1.04x
Need 1.04x GeForce RTX 2060 Super
VRAM
1.00x
GeForce RTX 2060 Super has 1.00x more
Memory Bandwidth
1.00x
GeForce RTX 2060 Super has 1.00x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.21x
GeForce RTX 3090 is 4.73x faster
FP32 Compute
0.21x
GeForce RTX 3090 is 4.75x faster
VRAM
0.33x
GeForce RTX 3090 has 3.00x more
Memory Bandwidth
0.48x
GeForce RTX 3090 has 2.09x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.05x
A100 SXM is 20.80x faster
FP32 Compute
0.38x
A100 SXM is 2.60x faster
VRAM
0.10x
A100 SXM has 10.00x more
Memory Bandwidth
0.22x
A100 SXM has 4.55x more
NVIDIA T4
Compute (FP32-eq)
0.23x
T4 is 4.33x faster
FP32 Compute
0.93x
T4 is 1.08x faster
VRAM
0.50x
T4 has 2.00x more
Memory Bandwidth
1.40x
Need 1.40x T4

To match 1x NVIDIA GeForce RTX 3090

NVIDIA T4G
Compute (FP32-eq)
1.09x
Need 1.09x T4G
FP32 Compute
4.40x
Need 4.40x T4G
VRAM
1.50x
Need 1.50x T4G
Memory Bandwidth
2.92x
Need 2.92x T4G
NVIDIA GeForce RTX 2060 Super
Compute (FP32-eq)
4.93x
Need 4.93x GeForce RTX 2060 Super
FP32 Compute
4.94x
Need 4.94x GeForce RTX 2060 Super
VRAM
3.00x
Need 3.00x GeForce RTX 2060 Super
Memory Bandwidth
2.09x
Need 2.09x GeForce RTX 2060 Super
NVIDIA GeForce RTX 2070
Compute (FP32-eq)
4.73x
Need 4.73x GeForce RTX 2070
FP32 Compute
4.75x
Need 4.75x GeForce RTX 2070
VRAM
3.00x
Need 3.00x GeForce RTX 2070
Memory Bandwidth
2.09x
Need 2.09x GeForce RTX 2070
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

To match 1x NVIDIA A100 SXM

NVIDIA T4G
Compute (FP32-eq)
4.80x
Need 4.80x T4G
FP32 Compute
2.41x
Need 2.41x T4G
VRAM
5.00x
Need 5.00x T4G
Memory Bandwidth
6.37x
Need 6.37x T4G
NVIDIA GeForce RTX 2060 Super
Compute (FP32-eq)
21.67x
Need 21.67x GeForce RTX 2060 Super
FP32 Compute
2.71x
Need 2.71x GeForce RTX 2060 Super
VRAM
10.00x
Need 10.00x GeForce RTX 2060 Super
Memory Bandwidth
4.55x
Need 4.55x GeForce RTX 2060 Super
NVIDIA GeForce RTX 2070
Compute (FP32-eq)
20.80x
Need 20.80x GeForce RTX 2070
FP32 Compute
2.60x
Need 2.60x GeForce RTX 2070
VRAM
10.00x
Need 10.00x GeForce RTX 2070
Memory Bandwidth
4.55x
Need 4.55x GeForce RTX 2070
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

To match 1x NVIDIA T4

NVIDIA T4G
Compute (FP32-eq)
1.00x
T4G is 1.00x faster
FP32 Compute
1.00x
T4G is 1.00x faster
VRAM
1.00x
T4G has 1.00x more
Memory Bandwidth
1.00x
T4G has 1.00x more
NVIDIA GeForce RTX 2060 Super
Compute (FP32-eq)
4.51x
Need 4.51x GeForce RTX 2060 Super
FP32 Compute
1.13x
Need 1.13x GeForce RTX 2060 Super
VRAM
2.00x
Need 2.00x GeForce RTX 2060 Super
Memory Bandwidth
0.71x
GeForce RTX 2060 Super has 1.40x more
NVIDIA GeForce RTX 2070
Compute (FP32-eq)
4.33x
Need 4.33x GeForce RTX 2070
FP32 Compute
1.08x
Need 1.08x GeForce RTX 2070
VRAM
2.00x
Need 2.00x GeForce RTX 2070
Memory Bandwidth
0.71x
GeForce RTX 2070 has 1.40x more
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

Pricing

Price TypeT4GGeForce RTX 2060 SuperGeForce RTX 2070GeForce RTX 3090A100 SXMT4
CAPEX (Street Price)————$15,000—
OPEX (per hour)$0.42/hr$0.10/hr$0.04/hr$0.11/hr$4.05/hr$0.27/hr
Price per TFLOPs (FP32-eq)————$96—