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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

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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 L4NVIDIA GeForce RTX 5090NVIDIA GeForce RTX 3060 TiNVIDIA GeForce RTX 3090NVIDIA A100 SXMNVIDIA GeForce RTX 3080
ArchitectureReconfigurable Dataflow Unit (RDU)Ada LovelaceBlackwellAmpereAmpereAmpereAmpere
Form Factor—PCIePCIePCIePCIeSXMPCIe
VRAM640 GB24 GB32 GB8 GB24 GB80 GB10 GB
Memory Bandwidth—300 GB/s1,792 GB/s448 GB/s936 GB/s2,039 GB/s760 GB/s
TFLOPs (FP32)—30.39216.235.619.529.8
TFLOPs (FP16)—242———312—
TFLOPs—12131833.27131259.2
TFLOPs (FP8)—485—————
TDP700 W72 W575 W200 W350 W400 W320 W
Launch DateJan 2024Mar 2023Jan 2025Dec 2020Sep 2020May 2020Sep 2020

Efficiency Metrics

MetricSN40LL4GeForce RTX 5090GeForce RTX 3060 TiGeForce RTX 3090A100 SXMGeForce RTX 3080
TFLOPs per Watt (FP32-eq)—0.840.280.080.100.390.09
Memory Bandwidth per GB—12.5 GB/s56.0 GB/s56.0 GB/s39.0 GB/s25.5 GB/s76.0 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 L4
VRAM
26.67x
Need 26.67x L4
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
NVIDIA GeForce RTX 3080
VRAM
64.00x
Need 64.00x GeForce RTX 3080

To match 1x NVIDIA L4

SambaNova SN40L
VRAM
0.04x
SN40L has 26.67x more
NVIDIA GeForce RTX 5090
Compute (FP32-eq)
0.38x
GeForce RTX 5090 is 2.63x faster
FP32 Compute
0.33x
GeForce RTX 5090 is 3.04x faster
VRAM
0.75x
GeForce RTX 5090 has 1.33x more
Memory Bandwidth
0.17x
GeForce RTX 5090 has 5.97x more
NVIDIA GeForce RTX 3060 Ti
Compute (FP32-eq)
3.64x
Need 3.64x GeForce RTX 3060 Ti
FP32 Compute
1.87x
Need 1.87x GeForce RTX 3060 Ti
VRAM
3.00x
Need 3.00x GeForce RTX 3060 Ti
Memory Bandwidth
0.67x
GeForce RTX 3060 Ti has 1.49x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
1.70x
Need 1.70x GeForce RTX 3090
FP32 Compute
0.85x
GeForce RTX 3090 is 1.17x faster
VRAM
1.00x
GeForce RTX 3090 has 1.00x more
Memory Bandwidth
0.32x
GeForce RTX 3090 has 3.12x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.39x
A100 SXM is 2.58x faster
FP32 Compute
1.55x
Need 1.55x A100 SXM
VRAM
0.30x
A100 SXM has 3.33x more
Memory Bandwidth
0.15x
A100 SXM has 6.80x more
NVIDIA GeForce RTX 3080
Compute (FP32-eq)
2.04x
Need 2.04x GeForce RTX 3080
FP32 Compute
1.02x
Need 1.02x GeForce RTX 3080
VRAM
2.40x
Need 2.40x GeForce RTX 3080
Memory Bandwidth
0.39x
GeForce RTX 3080 has 2.53x more

To match 1x NVIDIA GeForce RTX 5090

SambaNova SN40L
VRAM
0.05x
SN40L has 20.00x more
NVIDIA L4
Compute (FP32-eq)
2.63x
Need 2.63x L4
FP32 Compute
3.04x
Need 3.04x L4
VRAM
1.33x
Need 1.33x L4
Memory Bandwidth
5.97x
Need 5.97x L4
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
NVIDIA GeForce RTX 3080
Compute (FP32-eq)
5.37x
Need 5.37x GeForce RTX 3080
FP32 Compute
3.09x
Need 3.09x GeForce RTX 3080
VRAM
3.20x
Need 3.20x GeForce RTX 3080
Memory Bandwidth
2.36x
Need 2.36x GeForce RTX 3080

To match 1x NVIDIA GeForce RTX 3060 Ti

SambaNova SN40L
VRAM
0.01x
SN40L has 80.00x more
NVIDIA L4
Compute (FP32-eq)
0.27x
L4 is 3.64x faster
FP32 Compute
0.53x
L4 is 1.87x faster
VRAM
0.33x
L4 has 3.00x more
Memory Bandwidth
1.49x
Need 1.49x L4
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
NVIDIA GeForce RTX 3080
Compute (FP32-eq)
0.56x
GeForce RTX 3080 is 1.78x faster
FP32 Compute
0.54x
GeForce RTX 3080 is 1.84x faster
VRAM
0.80x
GeForce RTX 3080 has 1.25x more
Memory Bandwidth
0.59x
GeForce RTX 3080 has 1.70x more

To match 1x NVIDIA GeForce RTX 3090

SambaNova SN40L
VRAM
0.04x
SN40L has 26.67x more
NVIDIA L4
Compute (FP32-eq)
0.59x
L4 is 1.70x faster
FP32 Compute
1.17x
Need 1.17x L4
VRAM
1.00x
L4 has 1.00x more
Memory Bandwidth
3.12x
Need 3.12x L4
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
NVIDIA GeForce RTX 3080
Compute (FP32-eq)
1.20x
Need 1.20x GeForce RTX 3080
FP32 Compute
1.19x
Need 1.19x GeForce RTX 3080
VRAM
2.40x
Need 2.40x GeForce RTX 3080
Memory Bandwidth
1.23x
Need 1.23x GeForce RTX 3080

To match 1x NVIDIA A100 SXM

SambaNova SN40L
VRAM
0.13x
SN40L has 8.00x more
NVIDIA L4
Compute (FP32-eq)
2.58x
Need 2.58x L4
FP32 Compute
0.64x
L4 is 1.55x faster
VRAM
3.33x
Need 3.33x L4
Memory Bandwidth
6.80x
Need 6.80x L4
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
NVIDIA GeForce RTX 3080
Compute (FP32-eq)
5.27x
Need 5.27x GeForce RTX 3080
FP32 Compute
0.65x
GeForce RTX 3080 is 1.53x faster
VRAM
8.00x
Need 8.00x GeForce RTX 3080
Memory Bandwidth
2.68x
Need 2.68x GeForce RTX 3080

To match 1x NVIDIA GeForce RTX 3080

SambaNova SN40L
VRAM
0.02x
SN40L has 64.00x more
NVIDIA L4
Compute (FP32-eq)
0.49x
L4 is 2.04x faster
FP32 Compute
0.98x
L4 is 1.02x faster
VRAM
0.42x
L4 has 2.40x more
Memory Bandwidth
2.53x
Need 2.53x L4
NVIDIA GeForce RTX 5090
Compute (FP32-eq)
0.19x
GeForce RTX 5090 is 5.37x faster
FP32 Compute
0.32x
GeForce RTX 5090 is 3.09x faster
VRAM
0.31x
GeForce RTX 5090 has 3.20x more
Memory Bandwidth
0.42x
GeForce RTX 5090 has 2.36x more
NVIDIA GeForce RTX 3060 Ti
Compute (FP32-eq)
1.78x
Need 1.78x GeForce RTX 3060 Ti
FP32 Compute
1.84x
Need 1.84x GeForce RTX 3060 Ti
VRAM
1.25x
Need 1.25x GeForce RTX 3060 Ti
Memory Bandwidth
1.70x
Need 1.70x GeForce RTX 3060 Ti
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.83x
GeForce RTX 3090 is 1.20x faster
FP32 Compute
0.84x
GeForce RTX 3090 is 1.19x faster
VRAM
0.42x
GeForce RTX 3090 has 2.40x more
Memory Bandwidth
0.81x
GeForce RTX 3090 has 1.23x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.19x
A100 SXM is 5.27x faster
FP32 Compute
1.53x
Need 1.53x A100 SXM
VRAM
0.13x
A100 SXM has 8.00x more
Memory Bandwidth
0.37x
A100 SXM has 2.68x more

Pricing

Price TypeSN40LL4GeForce RTX 5090GeForce RTX 3060 TiGeForce RTX 3090A100 SXMGeForce RTX 3080
CAPEX (Street Price)—$4,000———$15,000—
OPEX (per hour)—$0.80/hr$0.27/hr$0.05/hr$0.11/hr$4.05/hr$0.08/hr
Price per TFLOPs (FP32-eq)—$66———$96—