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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 SN40LGoogle TPU v5pNVIDIA RTX 6000 Ada GenerationNVIDIA GeForce RTX 5090NVIDIA GeForce RTX 3060 TiNVIDIA GeForce RTX 3090NVIDIA A100 SXM
ArchitectureReconfigurable Dataflow Unit (RDU)TPU v5Ada LovelaceBlackwellAmpereAmpereAmpere
Form Factor—MezzaninePCIePCIePCIePCIeSXM
VRAM640 GB95 GB48 GB32 GB8 GB24 GB80 GB
Memory Bandwidth——960 GB/s1,792 GB/s448 GB/s936 GB/s2,039 GB/s
TFLOPs (FP32)——91.19216.235.619.5
TFLOPs (FP16)——————312
TFLOPs—459182.531833.271312
TFLOPs (FP8)———————
TDP700 W400 W300 W575 W200 W350 W400 W
Launch DateJan 2024Aug 2023Sep 2022Jan 2025Dec 2020Sep 2020May 2020

Efficiency Metrics

MetricSN40LTPU v5pRTX 6000 Ada GenerationGeForce RTX 5090GeForce RTX 3060 TiGeForce RTX 3090A100 SXM
TFLOPs per Watt (FP32-eq)—0.570.300.280.080.100.39
Memory Bandwidth per GB——20.0 GB/s56.0 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 SambaNova SN40L

Google TPU v5p
VRAM
6.74x
Need 6.74x TPU v5p
NVIDIA RTX 6000 Ada Generation
VRAM
13.33x
Need 13.33x RTX 6000 Ada Generation
NVIDIA GeForce RTX 5090
VRAM
20.00x
Need 20.00x GeForce RTX 5090
NVIDIA GeForce RTX 3060 Ti
VRAM
80.00x
Need 80.00x GeForce RTX 3060 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

To match 1x Google TPU v5p

SambaNova SN40L
VRAM
0.15x
SN40L has 6.74x more
NVIDIA RTX 6000 Ada Generation
Compute (FP32-eq)
2.52x
Need 2.52x RTX 6000 Ada Generation
VRAM
1.98x
Need 1.98x RTX 6000 Ada Generation
NVIDIA GeForce RTX 5090
Compute (FP32-eq)
1.44x
Need 1.44x GeForce RTX 5090
VRAM
2.97x
Need 2.97x GeForce RTX 5090
NVIDIA GeForce RTX 3060 Ti
Compute (FP32-eq)
13.83x
Need 13.83x GeForce RTX 3060 Ti
VRAM
11.88x
Need 11.88x GeForce RTX 3060 Ti
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
6.46x
Need 6.46x GeForce RTX 3090
VRAM
3.96x
Need 3.96x GeForce RTX 3090
NVIDIA A100 SXM
Compute (FP32-eq)
1.47x
Need 1.47x A100 SXM
VRAM
1.19x
Need 1.19x A100 SXM

To match 1x NVIDIA RTX 6000 Ada Generation

SambaNova SN40L
VRAM
0.07x
SN40L has 13.33x more
Google TPU v5p
Compute (FP32-eq)
0.40x
TPU v5p is 2.52x faster
VRAM
0.51x
TPU v5p has 1.98x more
NVIDIA GeForce RTX 5090
Compute (FP32-eq)
0.57x
GeForce RTX 5090 is 1.74x faster
FP32 Compute
0.99x
GeForce RTX 5090 is 1.01x faster
VRAM
1.50x
Need 1.50x GeForce RTX 5090
Memory Bandwidth
0.54x
GeForce RTX 5090 has 1.87x more
NVIDIA GeForce RTX 3060 Ti
Compute (FP32-eq)
5.50x
Need 5.50x GeForce RTX 3060 Ti
FP32 Compute
5.62x
Need 5.62x GeForce RTX 3060 Ti
VRAM
6.00x
Need 6.00x GeForce RTX 3060 Ti
Memory Bandwidth
2.14x
Need 2.14x GeForce RTX 3060 Ti
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
2.57x
Need 2.57x GeForce RTX 3090
FP32 Compute
2.56x
Need 2.56x GeForce RTX 3090
VRAM
2.00x
Need 2.00x GeForce RTX 3090
Memory Bandwidth
1.03x
Need 1.03x GeForce RTX 3090
NVIDIA A100 SXM
Compute (FP32-eq)
0.58x
A100 SXM is 1.71x faster
FP32 Compute
4.67x
Need 4.67x A100 SXM
VRAM
0.60x
A100 SXM has 1.67x more
Memory Bandwidth
0.47x
A100 SXM has 2.12x more

To match 1x NVIDIA GeForce RTX 5090

SambaNova SN40L
VRAM
0.05x
SN40L has 20.00x more
Google TPU v5p
Compute (FP32-eq)
0.69x
TPU v5p is 1.44x faster
VRAM
0.34x
TPU v5p has 2.97x more
NVIDIA RTX 6000 Ada Generation
Compute (FP32-eq)
1.74x
Need 1.74x RTX 6000 Ada Generation
FP32 Compute
1.01x
Need 1.01x RTX 6000 Ada Generation
VRAM
0.67x
RTX 6000 Ada Generation has 1.50x more
Memory Bandwidth
1.87x
Need 1.87x RTX 6000 Ada Generation
NVIDIA GeForce RTX 3060 Ti
Compute (FP32-eq)
9.58x
Need 9.58x GeForce RTX 3060 Ti
FP32 Compute
5.68x
Need 5.68x GeForce RTX 3060 Ti
VRAM
4.00x
Need 4.00x GeForce RTX 3060 Ti
Memory Bandwidth
4.00x
Need 4.00x GeForce RTX 3060 Ti
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
4.48x
Need 4.48x GeForce RTX 3090
FP32 Compute
2.58x
Need 2.58x GeForce RTX 3090
VRAM
1.33x
Need 1.33x GeForce RTX 3090
Memory Bandwidth
1.91x
Need 1.91x GeForce RTX 3090
NVIDIA A100 SXM
Compute (FP32-eq)
1.02x
Need 1.02x A100 SXM
FP32 Compute
4.72x
Need 4.72x A100 SXM
VRAM
0.40x
A100 SXM has 2.50x more
Memory Bandwidth
0.88x
A100 SXM has 1.14x more

To match 1x NVIDIA GeForce RTX 3060 Ti

SambaNova SN40L
VRAM
0.01x
SN40L has 80.00x more
Google TPU v5p
Compute (FP32-eq)
0.07x
TPU v5p is 13.83x faster
VRAM
0.08x
TPU v5p has 11.88x more
NVIDIA RTX 6000 Ada Generation
Compute (FP32-eq)
0.18x
RTX 6000 Ada Generation is 5.50x faster
FP32 Compute
0.18x
RTX 6000 Ada Generation is 5.62x faster
VRAM
0.17x
RTX 6000 Ada Generation has 6.00x more
Memory Bandwidth
0.47x
RTX 6000 Ada Generation has 2.14x more
NVIDIA GeForce RTX 5090
Compute (FP32-eq)
0.10x
GeForce RTX 5090 is 9.58x faster
FP32 Compute
0.18x
GeForce RTX 5090 is 5.68x faster
VRAM
0.25x
GeForce RTX 5090 has 4.00x more
Memory Bandwidth
0.25x
GeForce RTX 5090 has 4.00x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.47x
GeForce RTX 3090 is 2.14x faster
FP32 Compute
0.46x
GeForce RTX 3090 is 2.20x 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)
0.11x
A100 SXM is 9.40x faster
FP32 Compute
0.83x
A100 SXM is 1.20x faster
VRAM
0.10x
A100 SXM has 10.00x more
Memory Bandwidth
0.22x
A100 SXM has 4.55x more

To match 1x NVIDIA GeForce RTX 3090

SambaNova SN40L
VRAM
0.04x
SN40L has 26.67x more
Google TPU v5p
Compute (FP32-eq)
0.15x
TPU v5p is 6.46x faster
VRAM
0.25x
TPU v5p has 3.96x more
NVIDIA RTX 6000 Ada Generation
Compute (FP32-eq)
0.39x
RTX 6000 Ada Generation is 2.57x faster
FP32 Compute
0.39x
RTX 6000 Ada Generation is 2.56x faster
VRAM
0.50x
RTX 6000 Ada Generation has 2.00x more
Memory Bandwidth
0.97x
RTX 6000 Ada Generation has 1.03x more
NVIDIA GeForce RTX 5090
Compute (FP32-eq)
0.22x
GeForce RTX 5090 is 4.48x faster
FP32 Compute
0.39x
GeForce RTX 5090 is 2.58x faster
VRAM
0.75x
GeForce RTX 5090 has 1.33x more
Memory Bandwidth
0.52x
GeForce RTX 5090 has 1.91x more
NVIDIA GeForce RTX 3060 Ti
Compute (FP32-eq)
2.14x
Need 2.14x GeForce RTX 3060 Ti
FP32 Compute
2.20x
Need 2.20x GeForce RTX 3060 Ti
VRAM
3.00x
Need 3.00x GeForce RTX 3060 Ti
Memory Bandwidth
2.09x
Need 2.09x GeForce RTX 3060 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

To match 1x NVIDIA A100 SXM

SambaNova SN40L
VRAM
0.13x
SN40L has 8.00x more
Google TPU v5p
Compute (FP32-eq)
0.68x
TPU v5p is 1.47x faster
VRAM
0.84x
TPU v5p has 1.19x more
NVIDIA RTX 6000 Ada Generation
Compute (FP32-eq)
1.71x
Need 1.71x RTX 6000 Ada Generation
FP32 Compute
0.21x
RTX 6000 Ada Generation is 4.67x faster
VRAM
1.67x
Need 1.67x RTX 6000 Ada Generation
Memory Bandwidth
2.12x
Need 2.12x RTX 6000 Ada Generation
NVIDIA GeForce RTX 5090
Compute (FP32-eq)
0.98x
GeForce RTX 5090 is 1.02x faster
FP32 Compute
0.21x
GeForce RTX 5090 is 4.72x faster
VRAM
2.50x
Need 2.50x GeForce RTX 5090
Memory Bandwidth
1.14x
Need 1.14x GeForce RTX 5090
NVIDIA GeForce RTX 3060 Ti
Compute (FP32-eq)
9.40x
Need 9.40x GeForce RTX 3060 Ti
FP32 Compute
1.20x
Need 1.20x GeForce RTX 3060 Ti
VRAM
10.00x
Need 10.00x GeForce RTX 3060 Ti
Memory Bandwidth
4.55x
Need 4.55x GeForce RTX 3060 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

Pricing

Price TypeSN40LTPU v5pRTX 6000 Ada GenerationGeForce RTX 5090GeForce RTX 3060 TiGeForce RTX 3090A100 SXM
CAPEX (Street Price)——————$15,000
OPEX (per hour)—$5.00/hr$0.33/hr$0.27/hr$0.05/hr$0.11/hr$4.05/hr
Price per TFLOPs (FP32-eq)——————$96