Compare XPUs

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

Select XPUs to Compare

Showing 128 XPUs6 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

SpecificationSambaNova SN40LAlibaba Hanguang 800NVIDIA GeForce RTX 4070 Ti SuperNVIDIA T4GNVIDIA GeForce RTX 3090NVIDIA P100
ArchitectureReconfigurable Dataflow Unit (RDU)XuanTieAda LovelaceTuringAmperePascal
Form FactorPCIePCIePCIeSXM
VRAM640 GB16 GB16 GB16 GB24 GB16 GB
Memory Bandwidth672 GB/s320 GB/s936 GB/s732 GB/s
TFLOPs (FP32)8.135.69.3
TFLOPs (FP16)
TFLOPs8865719.3
TFLOPs (FP8)
TDP700 W150 W285 W70 W350 W300 W
Launch DateJan 2024Sep 2019Jan 2024May 2020Sep 2020Apr 2016

Efficiency Metrics

MetricSN40LHanguang 800GeForce RTX 4070 Ti SuperT4GGeForce RTX 3090P100
TFLOPs per Watt (FP32-eq)0.150.460.100.03
Memory Bandwidth per GB42.0 GB/s20.0 GB/s39.0 GB/s45.8 GB/s

Performance Equivalence

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

To match 1x SambaNova SN40L

Alibaba Hanguang 800
VRAM
40.00x
Need 40.00x Hanguang 800
NVIDIA GeForce RTX 4070 Ti Super
VRAM
40.00x
Need 40.00x GeForce RTX 4070 Ti Super
NVIDIA T4G
VRAM
40.00x
Need 40.00x T4G
NVIDIA GeForce RTX 3090
VRAM
26.67x
Need 26.67x GeForce RTX 3090
NVIDIA P100
VRAM
40.00x
Need 40.00x P100

To match 1x Alibaba Hanguang 800

SambaNova SN40L
VRAM
0.03x
SN40L has 40.00x more
NVIDIA GeForce RTX 4070 Ti Super
VRAM
1.00x
GeForce RTX 4070 Ti Super has 1.00x more
NVIDIA T4G
VRAM
1.00x
T4G has 1.00x more
NVIDIA GeForce RTX 3090
VRAM
0.67x
GeForce RTX 3090 has 1.50x more
NVIDIA P100
VRAM
1.00x
P100 has 1.00x more

To match 1x NVIDIA GeForce RTX 4070 Ti Super

SambaNova SN40L
VRAM
0.03x
SN40L has 40.00x more
Alibaba Hanguang 800
VRAM
1.00x
Hanguang 800 has 1.00x more
NVIDIA T4G
Compute (FP32-eq)
1.35x
Need 1.35x T4G
VRAM
1.00x
T4G has 1.00x more
Memory Bandwidth
2.10x
Need 2.10x T4G
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
1.24x
Need 1.24x GeForce RTX 3090
VRAM
0.67x
GeForce RTX 3090 has 1.50x more
Memory Bandwidth
0.72x
GeForce RTX 3090 has 1.39x more
NVIDIA P100
Compute (FP32-eq)
4.73x
Need 4.73x P100
VRAM
1.00x
P100 has 1.00x more
Memory Bandwidth
0.92x
P100 has 1.09x more

To match 1x NVIDIA T4G

SambaNova SN40L
VRAM
0.03x
SN40L has 40.00x more
Alibaba Hanguang 800
VRAM
1.00x
Hanguang 800 has 1.00x more
NVIDIA GeForce RTX 4070 Ti Super
Compute (FP32-eq)
0.74x
GeForce RTX 4070 Ti Super is 1.35x faster
VRAM
1.00x
GeForce RTX 4070 Ti Super has 1.00x more
Memory Bandwidth
0.48x
GeForce RTX 4070 Ti Super has 2.10x 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 P100
Compute (FP32-eq)
3.49x
Need 3.49x P100
FP32 Compute
0.87x
P100 is 1.15x faster
VRAM
1.00x
P100 has 1.00x more
Memory Bandwidth
0.44x
P100 has 2.29x more

To match 1x NVIDIA GeForce RTX 3090

SambaNova SN40L
VRAM
0.04x
SN40L has 26.67x more
Alibaba Hanguang 800
VRAM
1.50x
Need 1.50x Hanguang 800
NVIDIA GeForce RTX 4070 Ti Super
Compute (FP32-eq)
0.81x
GeForce RTX 4070 Ti Super is 1.24x faster
VRAM
1.50x
Need 1.50x GeForce RTX 4070 Ti Super
Memory Bandwidth
1.39x
Need 1.39x GeForce RTX 4070 Ti Super
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 P100
Compute (FP32-eq)
3.82x
Need 3.82x P100
FP32 Compute
3.83x
Need 3.83x P100
VRAM
1.50x
Need 1.50x P100
Memory Bandwidth
1.28x
Need 1.28x P100

To match 1x NVIDIA P100

SambaNova SN40L
VRAM
0.03x
SN40L has 40.00x more
Alibaba Hanguang 800
VRAM
1.00x
Hanguang 800 has 1.00x more
NVIDIA GeForce RTX 4070 Ti Super
Compute (FP32-eq)
0.21x
GeForce RTX 4070 Ti Super is 4.73x faster
VRAM
1.00x
GeForce RTX 4070 Ti Super has 1.00x more
Memory Bandwidth
1.09x
Need 1.09x GeForce RTX 4070 Ti Super
NVIDIA T4G
Compute (FP32-eq)
0.29x
T4G is 3.49x faster
FP32 Compute
1.15x
Need 1.15x T4G
VRAM
1.00x
T4G has 1.00x more
Memory Bandwidth
2.29x
Need 2.29x T4G
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.26x
GeForce RTX 3090 is 3.82x faster
FP32 Compute
0.26x
GeForce RTX 3090 is 3.83x faster
VRAM
0.67x
GeForce RTX 3090 has 1.50x more
Memory Bandwidth
0.78x
GeForce RTX 3090 has 1.28x more

Pricing

Price TypeSN40LHanguang 800GeForce RTX 4070 Ti SuperT4GGeForce RTX 3090P100
CAPEX (Street Price)
OPEX (per hour)$0.12/hr$0.42/hr$0.11/hr$0.28/hr
Price per TFLOPs (FP32-eq)