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Showing 128 XPUs • 8 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 v5eNVIDIA GeForce RTX 5090NVIDIA RTX 4500 Ada GenerationNVIDIA GeForce RTX 3060NVIDIA GeForce RTX 3060 TiNVIDIA GeForce RTX 3090NVIDIA A100 SXM
ArchitectureReconfigurable Dataflow Unit (RDU)TPU v5BlackwellAda LovelaceAmpereAmpereAmpereAmpere
Form Factor—MezzaninePCIePCIePCIePCIePCIeSXM
VRAM640 GB16 GB32 GB24 GB12 GB8 GB24 GB80 GB
Memory Bandwidth——1,792 GB/s576 GB/s360 GB/s448 GB/s936 GB/s2,039 GB/s
TFLOPs (FP32)——9248.51316.235.619.5
TFLOPs (FP16)———————312
TFLOPs—1973189725.433.271312
TFLOPs (FP8)————————
TDP700 W250 W575 W210 W170 W200 W350 W400 W
Launch DateJan 2024Aug 2023Jan 2025Mar 2023Feb 2021Dec 2020Sep 2020May 2020

Efficiency Metrics

MetricSN40LTPU v5eGeForce RTX 5090RTX 4500 Ada GenerationGeForce RTX 3060GeForce RTX 3060 TiGeForce RTX 3090A100 SXM
TFLOPs per Watt (FP32-eq)—0.390.280.230.070.080.100.39
Memory Bandwidth per GB——56.0 GB/s24.0 GB/s30.0 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 v5e
VRAM
40.00x
Need 40.00x TPU v5e
NVIDIA GeForce RTX 5090
VRAM
20.00x
Need 20.00x GeForce RTX 5090
NVIDIA RTX 4500 Ada Generation
VRAM
26.67x
Need 26.67x RTX 4500 Ada Generation
NVIDIA GeForce RTX 3060
VRAM
53.33x
Need 53.33x GeForce RTX 3060
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 v5e

SambaNova SN40L
VRAM
0.03x
SN40L has 40.00x more
NVIDIA GeForce RTX 5090
Compute (FP32-eq)
0.62x
GeForce RTX 5090 is 1.61x faster
VRAM
0.50x
GeForce RTX 5090 has 2.00x more
NVIDIA RTX 4500 Ada Generation
Compute (FP32-eq)
2.03x
Need 2.03x RTX 4500 Ada Generation
VRAM
0.67x
RTX 4500 Ada Generation has 1.50x more
NVIDIA GeForce RTX 3060
Compute (FP32-eq)
7.76x
Need 7.76x GeForce RTX 3060
VRAM
1.33x
Need 1.33x GeForce RTX 3060
NVIDIA GeForce RTX 3060 Ti
Compute (FP32-eq)
5.93x
Need 5.93x GeForce RTX 3060 Ti
VRAM
2.00x
Need 2.00x GeForce RTX 3060 Ti
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
2.77x
Need 2.77x GeForce RTX 3090
VRAM
0.67x
GeForce RTX 3090 has 1.50x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.63x
A100 SXM is 1.58x faster
VRAM
0.20x
A100 SXM has 5.00x more

To match 1x NVIDIA GeForce RTX 5090

SambaNova SN40L
VRAM
0.05x
SN40L has 20.00x more
Google TPU v5e
Compute (FP32-eq)
1.61x
Need 1.61x TPU v5e
VRAM
2.00x
Need 2.00x TPU v5e
NVIDIA RTX 4500 Ada Generation
Compute (FP32-eq)
3.28x
Need 3.28x RTX 4500 Ada Generation
FP32 Compute
1.90x
Need 1.90x RTX 4500 Ada Generation
VRAM
1.33x
Need 1.33x RTX 4500 Ada Generation
Memory Bandwidth
3.11x
Need 3.11x RTX 4500 Ada Generation
NVIDIA GeForce RTX 3060
Compute (FP32-eq)
12.52x
Need 12.52x GeForce RTX 3060
FP32 Compute
7.08x
Need 7.08x GeForce RTX 3060
VRAM
2.67x
Need 2.67x GeForce RTX 3060
Memory Bandwidth
4.98x
Need 4.98x GeForce RTX 3060
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 RTX 4500 Ada Generation

SambaNova SN40L
VRAM
0.04x
SN40L has 26.67x more
Google TPU v5e
Compute (FP32-eq)
0.49x
TPU v5e is 2.03x faster
VRAM
1.50x
Need 1.50x TPU v5e
NVIDIA GeForce RTX 5090
Compute (FP32-eq)
0.31x
GeForce RTX 5090 is 3.28x faster
FP32 Compute
0.53x
GeForce RTX 5090 is 1.90x faster
VRAM
0.75x
GeForce RTX 5090 has 1.33x more
Memory Bandwidth
0.32x
GeForce RTX 5090 has 3.11x more
NVIDIA GeForce RTX 3060
Compute (FP32-eq)
3.82x
Need 3.82x GeForce RTX 3060
FP32 Compute
3.73x
Need 3.73x GeForce RTX 3060
VRAM
2.00x
Need 2.00x GeForce RTX 3060
Memory Bandwidth
1.60x
Need 1.60x GeForce RTX 3060
NVIDIA GeForce RTX 3060 Ti
Compute (FP32-eq)
2.92x
Need 2.92x GeForce RTX 3060 Ti
FP32 Compute
2.99x
Need 2.99x GeForce RTX 3060 Ti
VRAM
3.00x
Need 3.00x GeForce RTX 3060 Ti
Memory Bandwidth
1.29x
Need 1.29x GeForce RTX 3060 Ti
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
1.37x
Need 1.37x GeForce RTX 3090
FP32 Compute
1.36x
Need 1.36x GeForce RTX 3090
VRAM
1.00x
GeForce RTX 3090 has 1.00x more
Memory Bandwidth
0.62x
GeForce RTX 3090 has 1.63x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.31x
A100 SXM is 3.22x faster
FP32 Compute
2.49x
Need 2.49x A100 SXM
VRAM
0.30x
A100 SXM has 3.33x more
Memory Bandwidth
0.28x
A100 SXM has 3.54x more

To match 1x NVIDIA GeForce RTX 3060

SambaNova SN40L
VRAM
0.02x
SN40L has 53.33x more
Google TPU v5e
Compute (FP32-eq)
0.13x
TPU v5e is 7.76x faster
VRAM
0.75x
TPU v5e has 1.33x more
NVIDIA GeForce RTX 5090
Compute (FP32-eq)
0.08x
GeForce RTX 5090 is 12.52x faster
FP32 Compute
0.14x
GeForce RTX 5090 is 7.08x faster
VRAM
0.38x
GeForce RTX 5090 has 2.67x more
Memory Bandwidth
0.20x
GeForce RTX 5090 has 4.98x more
NVIDIA RTX 4500 Ada Generation
Compute (FP32-eq)
0.26x
RTX 4500 Ada Generation is 3.82x faster
FP32 Compute
0.27x
RTX 4500 Ada Generation is 3.73x faster
VRAM
0.50x
RTX 4500 Ada Generation has 2.00x more
Memory Bandwidth
0.63x
RTX 4500 Ada Generation has 1.60x more
NVIDIA GeForce RTX 3060 Ti
Compute (FP32-eq)
0.77x
GeForce RTX 3060 Ti is 1.31x faster
FP32 Compute
0.80x
GeForce RTX 3060 Ti is 1.25x faster
VRAM
1.50x
Need 1.50x GeForce RTX 3060 Ti
Memory Bandwidth
0.80x
GeForce RTX 3060 Ti has 1.24x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.36x
GeForce RTX 3090 is 2.80x faster
FP32 Compute
0.37x
GeForce RTX 3090 is 2.74x faster
VRAM
0.50x
GeForce RTX 3090 has 2.00x more
Memory Bandwidth
0.38x
GeForce RTX 3090 has 2.60x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.08x
A100 SXM is 12.28x faster
FP32 Compute
0.67x
A100 SXM is 1.50x faster
VRAM
0.15x
A100 SXM has 6.67x more
Memory Bandwidth
0.18x
A100 SXM has 5.66x more

To match 1x NVIDIA GeForce RTX 3060 Ti

SambaNova SN40L
VRAM
0.01x
SN40L has 80.00x more
Google TPU v5e
Compute (FP32-eq)
0.17x
TPU v5e is 5.93x faster
VRAM
0.50x
TPU v5e has 2.00x 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 RTX 4500 Ada Generation
Compute (FP32-eq)
0.34x
RTX 4500 Ada Generation is 2.92x faster
FP32 Compute
0.33x
RTX 4500 Ada Generation is 2.99x faster
VRAM
0.33x
RTX 4500 Ada Generation has 3.00x more
Memory Bandwidth
0.78x
RTX 4500 Ada Generation has 1.29x more
NVIDIA GeForce RTX 3060
Compute (FP32-eq)
1.31x
Need 1.31x GeForce RTX 3060
FP32 Compute
1.25x
Need 1.25x GeForce RTX 3060
VRAM
0.67x
GeForce RTX 3060 has 1.50x more
Memory Bandwidth
1.24x
Need 1.24x GeForce RTX 3060
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 v5e
Compute (FP32-eq)
0.36x
TPU v5e is 2.77x faster
VRAM
1.50x
Need 1.50x TPU v5e
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 RTX 4500 Ada Generation
Compute (FP32-eq)
0.73x
RTX 4500 Ada Generation is 1.37x faster
FP32 Compute
0.73x
RTX 4500 Ada Generation is 1.36x faster
VRAM
1.00x
RTX 4500 Ada Generation has 1.00x more
Memory Bandwidth
1.63x
Need 1.63x RTX 4500 Ada Generation
NVIDIA GeForce RTX 3060
Compute (FP32-eq)
2.80x
Need 2.80x GeForce RTX 3060
FP32 Compute
2.74x
Need 2.74x GeForce RTX 3060
VRAM
2.00x
Need 2.00x GeForce RTX 3060
Memory Bandwidth
2.60x
Need 2.60x GeForce RTX 3060
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 v5e
Compute (FP32-eq)
1.58x
Need 1.58x TPU v5e
VRAM
5.00x
Need 5.00x TPU v5e
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 RTX 4500 Ada Generation
Compute (FP32-eq)
3.22x
Need 3.22x RTX 4500 Ada Generation
FP32 Compute
0.40x
RTX 4500 Ada Generation is 2.49x faster
VRAM
3.33x
Need 3.33x RTX 4500 Ada Generation
Memory Bandwidth
3.54x
Need 3.54x RTX 4500 Ada Generation
NVIDIA GeForce RTX 3060
Compute (FP32-eq)
12.28x
Need 12.28x GeForce RTX 3060
FP32 Compute
1.50x
Need 1.50x GeForce RTX 3060
VRAM
6.67x
Need 6.67x GeForce RTX 3060
Memory Bandwidth
5.66x
Need 5.66x GeForce RTX 3060
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 v5eGeForce RTX 5090RTX 4500 Ada GenerationGeForce RTX 3060GeForce RTX 3060 TiGeForce RTX 3090A100 SXM
CAPEX (Street Price)———————$15,000
OPEX (per hour)—$1.80/hr$0.27/hr—$0.05/hr$0.05/hr$0.11/hr$4.05/hr
Price per TFLOPs (FP32-eq)———————$96