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Showing 128 XPUs • 7 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 SN40LNVIDIA GeForce RTX 5080NVIDIA GeForce RTX 4060 TiNVIDIA GeForce RTX 4070 TiNVIDIA GeForce RTX 3090NVIDIA A100 SXMNVIDIA GeForce GTX 1080
ArchitectureReconfigurable Dataflow Unit (RDU)BlackwellAda LovelaceAda LovelaceAmpereAmperePascal
Form Factor—PCIePCIePCIePCIeSXMPCIe
VRAM640 GB16 GB8 GB12 GB24 GB80 GB8 GB
Memory Bandwidth—960 GB/s288 GB/s504 GB/s936 GB/s2,039 GB/s320 GB/s
TFLOPs (FP32)—5622.140.135.619.58.873
TFLOPs (FP16)—————312—
TFLOPs—1714480.16713128.873
TFLOPs (FP8)———————
TDP700 W360 W160 W285 W350 W400 W180 W
Launch DateJan 2024Jan 2025May 2023Jan 2023Sep 2020May 2020May 2016

Efficiency Metrics

MetricSN40LGeForce RTX 5080GeForce RTX 4060 TiGeForce RTX 4070 TiGeForce RTX 3090A100 SXMGeForce GTX 1080
TFLOPs per Watt (FP32-eq)—0.240.140.140.100.390.05
Memory Bandwidth per GB—60.0 GB/s36.0 GB/s42.0 GB/s39.0 GB/s25.5 GB/s40.0 GB/s

Performance Equivalence

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

To match 1x SambaNova SN40L

NVIDIA GeForce RTX 5080
VRAM
40.00x
Need 40.00x GeForce RTX 5080
NVIDIA GeForce RTX 4060 Ti
VRAM
80.00x
Need 80.00x GeForce RTX 4060 Ti
NVIDIA GeForce RTX 4070 Ti
VRAM
53.33x
Need 53.33x GeForce RTX 4070 Ti
NVIDIA GeForce RTX 3090
VRAM
26.67x
Need 26.67x GeForce RTX 3090
NVIDIA A100 SXM
VRAM
8.00x
Need 8.00x A100 SXM
NVIDIA GeForce GTX 1080
VRAM
80.00x
Need 80.00x GeForce GTX 1080

To match 1x NVIDIA GeForce RTX 5080

SambaNova SN40L
VRAM
0.03x
SN40L has 40.00x more
NVIDIA GeForce RTX 4060 Ti
Compute (FP32-eq)
3.89x
Need 3.89x GeForce RTX 4060 Ti
FP32 Compute
2.53x
Need 2.53x GeForce RTX 4060 Ti
VRAM
2.00x
Need 2.00x GeForce RTX 4060 Ti
Memory Bandwidth
3.33x
Need 3.33x GeForce RTX 4060 Ti
NVIDIA GeForce RTX 4070 Ti
Compute (FP32-eq)
2.13x
Need 2.13x GeForce RTX 4070 Ti
FP32 Compute
1.40x
Need 1.40x GeForce RTX 4070 Ti
VRAM
1.33x
Need 1.33x GeForce RTX 4070 Ti
Memory Bandwidth
1.90x
Need 1.90x GeForce RTX 4070 Ti
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
2.41x
Need 2.41x GeForce RTX 3090
FP32 Compute
1.57x
Need 1.57x GeForce RTX 3090
VRAM
0.67x
GeForce RTX 3090 has 1.50x more
Memory Bandwidth
1.03x
Need 1.03x GeForce RTX 3090
NVIDIA A100 SXM
Compute (FP32-eq)
0.55x
A100 SXM is 1.82x faster
FP32 Compute
2.87x
Need 2.87x A100 SXM
VRAM
0.20x
A100 SXM has 5.00x more
Memory Bandwidth
0.47x
A100 SXM has 2.12x more
NVIDIA GeForce GTX 1080
Compute (FP32-eq)
9.64x
Need 9.64x GeForce GTX 1080
FP32 Compute
6.31x
Need 6.31x GeForce GTX 1080
VRAM
2.00x
Need 2.00x GeForce GTX 1080
Memory Bandwidth
3.00x
Need 3.00x GeForce GTX 1080

To match 1x NVIDIA GeForce RTX 4060 Ti

SambaNova SN40L
VRAM
0.01x
SN40L has 80.00x more
NVIDIA GeForce RTX 5080
Compute (FP32-eq)
0.26x
GeForce RTX 5080 is 3.89x faster
FP32 Compute
0.39x
GeForce RTX 5080 is 2.53x faster
VRAM
0.50x
GeForce RTX 5080 has 2.00x more
Memory Bandwidth
0.30x
GeForce RTX 5080 has 3.33x more
NVIDIA GeForce RTX 4070 Ti
Compute (FP32-eq)
0.55x
GeForce RTX 4070 Ti is 1.82x faster
FP32 Compute
0.55x
GeForce RTX 4070 Ti is 1.81x faster
VRAM
0.67x
GeForce RTX 4070 Ti has 1.50x more
Memory Bandwidth
0.57x
GeForce RTX 4070 Ti has 1.75x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.62x
GeForce RTX 3090 is 1.61x faster
FP32 Compute
0.62x
GeForce RTX 3090 is 1.61x faster
VRAM
0.33x
GeForce RTX 3090 has 3.00x more
Memory Bandwidth
0.31x
GeForce RTX 3090 has 3.25x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.14x
A100 SXM is 7.09x faster
FP32 Compute
1.13x
Need 1.13x A100 SXM
VRAM
0.10x
A100 SXM has 10.00x more
Memory Bandwidth
0.14x
A100 SXM has 7.08x more
NVIDIA GeForce GTX 1080
Compute (FP32-eq)
2.48x
Need 2.48x GeForce GTX 1080
FP32 Compute
2.49x
Need 2.49x GeForce GTX 1080
VRAM
1.00x
GeForce GTX 1080 has 1.00x more
Memory Bandwidth
0.90x
GeForce GTX 1080 has 1.11x more

To match 1x NVIDIA GeForce RTX 4070 Ti

SambaNova SN40L
VRAM
0.02x
SN40L has 53.33x more
NVIDIA GeForce RTX 5080
Compute (FP32-eq)
0.47x
GeForce RTX 5080 is 2.13x faster
FP32 Compute
0.72x
GeForce RTX 5080 is 1.40x faster
VRAM
0.75x
GeForce RTX 5080 has 1.33x more
Memory Bandwidth
0.53x
GeForce RTX 5080 has 1.90x more
NVIDIA GeForce RTX 4060 Ti
Compute (FP32-eq)
1.82x
Need 1.82x GeForce RTX 4060 Ti
FP32 Compute
1.81x
Need 1.81x GeForce RTX 4060 Ti
VRAM
1.50x
Need 1.50x GeForce RTX 4060 Ti
Memory Bandwidth
1.75x
Need 1.75x GeForce RTX 4060 Ti
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
1.13x
Need 1.13x GeForce RTX 3090
FP32 Compute
1.13x
Need 1.13x GeForce RTX 3090
VRAM
0.50x
GeForce RTX 3090 has 2.00x more
Memory Bandwidth
0.54x
GeForce RTX 3090 has 1.86x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.26x
A100 SXM is 3.89x faster
FP32 Compute
2.06x
Need 2.06x A100 SXM
VRAM
0.15x
A100 SXM has 6.67x more
Memory Bandwidth
0.25x
A100 SXM has 4.05x more
NVIDIA GeForce GTX 1080
Compute (FP32-eq)
4.52x
Need 4.52x GeForce GTX 1080
FP32 Compute
4.52x
Need 4.52x GeForce GTX 1080
VRAM
1.50x
Need 1.50x GeForce GTX 1080
Memory Bandwidth
1.57x
Need 1.57x GeForce GTX 1080

To match 1x NVIDIA GeForce RTX 3090

SambaNova SN40L
VRAM
0.04x
SN40L has 26.67x more
NVIDIA GeForce RTX 5080
Compute (FP32-eq)
0.42x
GeForce RTX 5080 is 2.41x faster
FP32 Compute
0.64x
GeForce RTX 5080 is 1.57x faster
VRAM
1.50x
Need 1.50x GeForce RTX 5080
Memory Bandwidth
0.97x
GeForce RTX 5080 has 1.03x more
NVIDIA GeForce RTX 4060 Ti
Compute (FP32-eq)
1.61x
Need 1.61x GeForce RTX 4060 Ti
FP32 Compute
1.61x
Need 1.61x GeForce RTX 4060 Ti
VRAM
3.00x
Need 3.00x GeForce RTX 4060 Ti
Memory Bandwidth
3.25x
Need 3.25x GeForce RTX 4060 Ti
NVIDIA GeForce RTX 4070 Ti
Compute (FP32-eq)
0.89x
GeForce RTX 4070 Ti is 1.13x faster
FP32 Compute
0.89x
GeForce RTX 4070 Ti is 1.13x faster
VRAM
2.00x
Need 2.00x GeForce RTX 4070 Ti
Memory Bandwidth
1.86x
Need 1.86x GeForce RTX 4070 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
NVIDIA GeForce GTX 1080
Compute (FP32-eq)
4.00x
Need 4.00x GeForce GTX 1080
FP32 Compute
4.01x
Need 4.01x GeForce GTX 1080
VRAM
3.00x
Need 3.00x GeForce GTX 1080
Memory Bandwidth
2.92x
Need 2.92x GeForce GTX 1080

To match 1x NVIDIA A100 SXM

SambaNova SN40L
VRAM
0.13x
SN40L has 8.00x more
NVIDIA GeForce RTX 5080
Compute (FP32-eq)
1.82x
Need 1.82x GeForce RTX 5080
FP32 Compute
0.35x
GeForce RTX 5080 is 2.87x faster
VRAM
5.00x
Need 5.00x GeForce RTX 5080
Memory Bandwidth
2.12x
Need 2.12x GeForce RTX 5080
NVIDIA GeForce RTX 4060 Ti
Compute (FP32-eq)
7.09x
Need 7.09x GeForce RTX 4060 Ti
FP32 Compute
0.88x
GeForce RTX 4060 Ti is 1.13x faster
VRAM
10.00x
Need 10.00x GeForce RTX 4060 Ti
Memory Bandwidth
7.08x
Need 7.08x GeForce RTX 4060 Ti
NVIDIA GeForce RTX 4070 Ti
Compute (FP32-eq)
3.89x
Need 3.89x GeForce RTX 4070 Ti
FP32 Compute
0.49x
GeForce RTX 4070 Ti is 2.06x faster
VRAM
6.67x
Need 6.67x GeForce RTX 4070 Ti
Memory Bandwidth
4.05x
Need 4.05x GeForce RTX 4070 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
NVIDIA GeForce GTX 1080
Compute (FP32-eq)
17.58x
Need 17.58x GeForce GTX 1080
FP32 Compute
2.20x
Need 2.20x GeForce GTX 1080
VRAM
10.00x
Need 10.00x GeForce GTX 1080
Memory Bandwidth
6.37x
Need 6.37x GeForce GTX 1080

To match 1x NVIDIA GeForce GTX 1080

SambaNova SN40L
VRAM
0.01x
SN40L has 80.00x more
NVIDIA GeForce RTX 5080
Compute (FP32-eq)
0.10x
GeForce RTX 5080 is 9.64x faster
FP32 Compute
0.16x
GeForce RTX 5080 is 6.31x faster
VRAM
0.50x
GeForce RTX 5080 has 2.00x more
Memory Bandwidth
0.33x
GeForce RTX 5080 has 3.00x more
NVIDIA GeForce RTX 4060 Ti
Compute (FP32-eq)
0.40x
GeForce RTX 4060 Ti is 2.48x faster
FP32 Compute
0.40x
GeForce RTX 4060 Ti is 2.49x faster
VRAM
1.00x
GeForce RTX 4060 Ti has 1.00x more
Memory Bandwidth
1.11x
Need 1.11x GeForce RTX 4060 Ti
NVIDIA GeForce RTX 4070 Ti
Compute (FP32-eq)
0.22x
GeForce RTX 4070 Ti is 4.52x faster
FP32 Compute
0.22x
GeForce RTX 4070 Ti is 4.52x faster
VRAM
0.67x
GeForce RTX 4070 Ti has 1.50x more
Memory Bandwidth
0.63x
GeForce RTX 4070 Ti has 1.58x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.25x
GeForce RTX 3090 is 4.00x faster
FP32 Compute
0.25x
GeForce RTX 3090 is 4.01x faster
VRAM
0.33x
GeForce RTX 3090 has 3.00x more
Memory Bandwidth
0.34x
GeForce RTX 3090 has 2.92x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.06x
A100 SXM is 17.58x faster
FP32 Compute
0.46x
A100 SXM is 2.20x faster
VRAM
0.10x
A100 SXM has 10.00x more
Memory Bandwidth
0.16x
A100 SXM has 6.37x more

Pricing

Price TypeSN40LGeForce RTX 5080GeForce RTX 4060 TiGeForce RTX 4070 TiGeForce RTX 3090A100 SXMGeForce GTX 1080
CAPEX (Street Price)—————$15,000—
OPEX (per hour)—$0.16/hr$0.10/hr$0.10/hr$0.11/hr$4.05/hr$0.04/hr
Price per TFLOPs (FP32-eq)—————$96—