Compare XPUs

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Showing 128 XPUs • 5 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 A40NVIDIA GeForce GTX 1070NVIDIA GeForce RTX 3050NVIDIA GeForce RTX 3090NVIDIA V100S
ArchitectureAmperePascalAmpereAmpereVolta
Form FactorPCIePCIePCIePCIePCIe
VRAM48 GB8 GB8 GB24 GB32 GB
Memory Bandwidth696 GB/s256 GB/s224 GB/s936 GB/s1,134 GB/s
TFLOPs (FP32)37.46.4639.135.616.4
TFLOPs (FP16)150————
TFLOPs1506.46318.27116.4
TFLOPs (FP8)—————
TDP300 W150 W130 W350 W250 W
Launch DateOct 2020Jun 2016Jan 2022Sep 2020Nov 2019

Efficiency Metrics

MetricA40GeForce GTX 1070GeForce RTX 3050GeForce RTX 3090V100S
TFLOPs per Watt (FP32-eq)0.250.040.070.100.07
Memory Bandwidth per GB14.5 GB/s32.0 GB/s28.0 GB/s39.0 GB/s35.4 GB/s

Performance Equivalence

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

To match 1x NVIDIA A40

NVIDIA GeForce GTX 1070
Compute (FP32-eq)
11.60x
Need 11.60x GeForce GTX 1070
FP32 Compute
5.79x
Need 5.79x GeForce GTX 1070
VRAM
6.00x
Need 6.00x GeForce GTX 1070
Memory Bandwidth
2.72x
Need 2.72x GeForce GTX 1070
NVIDIA GeForce RTX 3050
Compute (FP32-eq)
8.24x
Need 8.24x GeForce RTX 3050
FP32 Compute
4.11x
Need 4.11x GeForce RTX 3050
VRAM
6.00x
Need 6.00x GeForce RTX 3050
Memory Bandwidth
3.11x
Need 3.11x GeForce RTX 3050
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
2.11x
Need 2.11x GeForce RTX 3090
FP32 Compute
1.05x
Need 1.05x GeForce RTX 3090
VRAM
2.00x
Need 2.00x GeForce RTX 3090
Memory Bandwidth
0.74x
GeForce RTX 3090 has 1.34x more
NVIDIA V100S
Compute (FP32-eq)
4.57x
Need 4.57x V100S
FP32 Compute
2.28x
Need 2.28x V100S
VRAM
1.50x
Need 1.50x V100S
Memory Bandwidth
0.61x
V100S has 1.63x more

To match 1x NVIDIA GeForce GTX 1070

NVIDIA A40
Compute (FP32-eq)
0.09x
A40 is 11.60x faster
FP32 Compute
0.17x
A40 is 5.79x faster
VRAM
0.17x
A40 has 6.00x more
Memory Bandwidth
0.37x
A40 has 2.72x more
NVIDIA GeForce RTX 3050
Compute (FP32-eq)
0.71x
GeForce RTX 3050 is 1.41x faster
FP32 Compute
0.71x
GeForce RTX 3050 is 1.41x faster
VRAM
1.00x
GeForce RTX 3050 has 1.00x more
Memory Bandwidth
1.14x
Need 1.14x GeForce RTX 3050
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.18x
GeForce RTX 3090 is 5.49x faster
FP32 Compute
0.18x
GeForce RTX 3090 is 5.51x faster
VRAM
0.33x
GeForce RTX 3090 has 3.00x more
Memory Bandwidth
0.27x
GeForce RTX 3090 has 3.66x more
NVIDIA V100S
Compute (FP32-eq)
0.39x
V100S is 2.54x faster
FP32 Compute
0.39x
V100S is 2.54x faster
VRAM
0.25x
V100S has 4.00x more
Memory Bandwidth
0.23x
V100S has 4.43x more

To match 1x NVIDIA GeForce RTX 3050

NVIDIA A40
Compute (FP32-eq)
0.12x
A40 is 8.24x faster
FP32 Compute
0.24x
A40 is 4.11x faster
VRAM
0.17x
A40 has 6.00x more
Memory Bandwidth
0.32x
A40 has 3.11x more
NVIDIA GeForce GTX 1070
Compute (FP32-eq)
1.41x
Need 1.41x GeForce GTX 1070
FP32 Compute
1.41x
Need 1.41x GeForce GTX 1070
VRAM
1.00x
GeForce GTX 1070 has 1.00x more
Memory Bandwidth
0.88x
GeForce GTX 1070 has 1.14x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.26x
GeForce RTX 3090 is 3.90x faster
FP32 Compute
0.26x
GeForce RTX 3090 is 3.91x faster
VRAM
0.33x
GeForce RTX 3090 has 3.00x more
Memory Bandwidth
0.24x
GeForce RTX 3090 has 4.18x more
NVIDIA V100S
Compute (FP32-eq)
0.55x
V100S is 1.80x faster
FP32 Compute
0.55x
V100S is 1.80x faster
VRAM
0.25x
V100S has 4.00x more
Memory Bandwidth
0.20x
V100S has 5.06x more

To match 1x NVIDIA GeForce RTX 3090

NVIDIA A40
Compute (FP32-eq)
0.47x
A40 is 2.11x faster
FP32 Compute
0.95x
A40 is 1.05x faster
VRAM
0.50x
A40 has 2.00x more
Memory Bandwidth
1.34x
Need 1.34x A40
NVIDIA GeForce GTX 1070
Compute (FP32-eq)
5.49x
Need 5.49x GeForce GTX 1070
FP32 Compute
5.51x
Need 5.51x GeForce GTX 1070
VRAM
3.00x
Need 3.00x GeForce GTX 1070
Memory Bandwidth
3.66x
Need 3.66x GeForce GTX 1070
NVIDIA GeForce RTX 3050
Compute (FP32-eq)
3.90x
Need 3.90x GeForce RTX 3050
FP32 Compute
3.91x
Need 3.91x GeForce RTX 3050
VRAM
3.00x
Need 3.00x GeForce RTX 3050
Memory Bandwidth
4.18x
Need 4.18x GeForce RTX 3050
NVIDIA V100S
Compute (FP32-eq)
2.16x
Need 2.16x V100S
FP32 Compute
2.17x
Need 2.17x V100S
VRAM
0.75x
V100S has 1.33x more
Memory Bandwidth
0.83x
V100S has 1.21x more

To match 1x NVIDIA V100S

NVIDIA A40
Compute (FP32-eq)
0.22x
A40 is 4.57x faster
FP32 Compute
0.44x
A40 is 2.28x faster
VRAM
0.67x
A40 has 1.50x more
Memory Bandwidth
1.63x
Need 1.63x A40
NVIDIA GeForce GTX 1070
Compute (FP32-eq)
2.54x
Need 2.54x GeForce GTX 1070
FP32 Compute
2.54x
Need 2.54x GeForce GTX 1070
VRAM
4.00x
Need 4.00x GeForce GTX 1070
Memory Bandwidth
4.43x
Need 4.43x GeForce GTX 1070
NVIDIA GeForce RTX 3050
Compute (FP32-eq)
1.80x
Need 1.80x GeForce RTX 3050
FP32 Compute
1.80x
Need 1.80x GeForce RTX 3050
VRAM
4.00x
Need 4.00x GeForce RTX 3050
Memory Bandwidth
5.06x
Need 5.06x GeForce RTX 3050
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.46x
GeForce RTX 3090 is 2.16x faster
FP32 Compute
0.46x
GeForce RTX 3090 is 2.17x faster
VRAM
1.33x
Need 1.33x GeForce RTX 3090
Memory Bandwidth
1.21x
Need 1.21x GeForce RTX 3090

Pricing

Price TypeA40GeForce GTX 1070GeForce RTX 3050GeForce RTX 3090V100S
CAPEX (Street Price)$6,000————
OPEX (per hour)$2.23/hr$0.04/hr$0.05/hr$0.11/hr$0.88/hr
Price per TFLOPs (FP32-eq)$80————