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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 SN40LMeta MTIA v1AMD MI300XNVIDIA GeForce RTX 3050NVIDIA GeForce RTX 3070NVIDIA GeForce RTX 3090NVIDIA GeForce GTX 1080
ArchitectureReconfigurable Dataflow Unit (RDU)Meta Training & Inference AcceleratorCDNA 3AmpereAmpereAmperePascal
Form Factor——OAMPCIePCIePCIePCIe
VRAM640 GB128 GB192 GB8 GB8 GB24 GB8 GB
Memory Bandwidth——5,300 GB/s224 GB/s448 GB/s936 GB/s320 GB/s
TFLOPs (FP32)——163.49.120.435.68.873
TFLOPs (FP16)——1,307————
TFLOPs——1,30718.240.5718.873
TFLOPs (FP8)——2,614————
TDP700 W400 W750 W130 W220 W350 W180 W
Launch DateJan 2024May 2023Dec 2023Jan 2022Oct 2020Sep 2020May 2016

Efficiency Metrics

MetricSN40LMTIA v1MI300XGeForce RTX 3050GeForce RTX 3070GeForce RTX 3090GeForce GTX 1080
TFLOPs per Watt (FP32-eq)——0.870.070.090.100.05
Memory Bandwidth per GB——27.6 GB/s28.0 GB/s56.0 GB/s39.0 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

Meta MTIA v1
VRAM
5.00x
Need 5.00x MTIA v1
AMD MI300X
VRAM
3.33x
Need 3.33x MI300X
NVIDIA GeForce RTX 3050
VRAM
80.00x
Need 80.00x GeForce RTX 3050
NVIDIA GeForce RTX 3070
VRAM
80.00x
Need 80.00x GeForce RTX 3070
NVIDIA GeForce RTX 3090
VRAM
26.67x
Need 26.67x GeForce RTX 3090
NVIDIA GeForce GTX 1080
VRAM
80.00x
Need 80.00x GeForce GTX 1080

To match 1x Meta MTIA v1

SambaNova SN40L
VRAM
0.20x
SN40L has 5.00x more
AMD MI300X
VRAM
0.67x
MI300X has 1.50x more
NVIDIA GeForce RTX 3050
VRAM
16.00x
Need 16.00x GeForce RTX 3050
NVIDIA GeForce RTX 3070
VRAM
16.00x
Need 16.00x GeForce RTX 3070
NVIDIA GeForce RTX 3090
VRAM
5.33x
Need 5.33x GeForce RTX 3090
NVIDIA GeForce GTX 1080
VRAM
16.00x
Need 16.00x GeForce GTX 1080

To match 1x AMD MI300X

SambaNova SN40L
VRAM
0.30x
SN40L has 3.33x more
Meta MTIA v1
VRAM
1.50x
Need 1.50x MTIA v1
NVIDIA GeForce RTX 3050
Compute (FP32-eq)
71.81x
Need 71.81x GeForce RTX 3050
FP32 Compute
17.96x
Need 17.96x GeForce RTX 3050
VRAM
24.00x
Need 24.00x GeForce RTX 3050
Memory Bandwidth
23.66x
Need 23.66x GeForce RTX 3050
NVIDIA GeForce RTX 3070
Compute (FP32-eq)
32.27x
Need 32.27x GeForce RTX 3070
FP32 Compute
8.01x
Need 8.01x GeForce RTX 3070
VRAM
24.00x
Need 24.00x GeForce RTX 3070
Memory Bandwidth
11.83x
Need 11.83x GeForce RTX 3070
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
18.41x
Need 18.41x GeForce RTX 3090
FP32 Compute
4.59x
Need 4.59x GeForce RTX 3090
VRAM
8.00x
Need 8.00x GeForce RTX 3090
Memory Bandwidth
5.66x
Need 5.66x GeForce RTX 3090
NVIDIA GeForce GTX 1080
Compute (FP32-eq)
73.65x
Need 73.65x GeForce GTX 1080
FP32 Compute
18.42x
Need 18.42x GeForce GTX 1080
VRAM
24.00x
Need 24.00x GeForce GTX 1080
Memory Bandwidth
16.56x
Need 16.56x GeForce GTX 1080

To match 1x NVIDIA GeForce RTX 3050

SambaNova SN40L
VRAM
0.01x
SN40L has 80.00x more
Meta MTIA v1
VRAM
0.06x
MTIA v1 has 16.00x more
AMD MI300X
Compute (FP32-eq)
0.01x
MI300X is 71.81x faster
FP32 Compute
0.06x
MI300X is 17.96x faster
VRAM
0.04x
MI300X has 24.00x more
Memory Bandwidth
0.04x
MI300X has 23.66x more
NVIDIA GeForce RTX 3070
Compute (FP32-eq)
0.45x
GeForce RTX 3070 is 2.23x faster
FP32 Compute
0.45x
GeForce RTX 3070 is 2.24x faster
VRAM
1.00x
GeForce RTX 3070 has 1.00x more
Memory Bandwidth
0.50x
GeForce RTX 3070 has 2.00x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.26x
GeForce RTX 3090 is 3.90x faster
FP32 Compute
0.26x
GeForce RTX 3090 is 3.91x faster
VRAM
0.33x
GeForce RTX 3090 has 3.00x more
Memory Bandwidth
0.24x
GeForce RTX 3090 has 4.18x more
NVIDIA GeForce GTX 1080
Compute (FP32-eq)
1.03x
Need 1.03x GeForce GTX 1080
FP32 Compute
1.03x
Need 1.03x GeForce GTX 1080
VRAM
1.00x
GeForce GTX 1080 has 1.00x more
Memory Bandwidth
0.70x
GeForce GTX 1080 has 1.43x more

To match 1x NVIDIA GeForce RTX 3070

SambaNova SN40L
VRAM
0.01x
SN40L has 80.00x more
Meta MTIA v1
VRAM
0.06x
MTIA v1 has 16.00x more
AMD MI300X
Compute (FP32-eq)
0.03x
MI300X is 32.27x faster
FP32 Compute
0.12x
MI300X is 8.01x faster
VRAM
0.04x
MI300X has 24.00x more
Memory Bandwidth
0.08x
MI300X has 11.83x more
NVIDIA GeForce RTX 3050
Compute (FP32-eq)
2.23x
Need 2.23x GeForce RTX 3050
FP32 Compute
2.24x
Need 2.24x GeForce RTX 3050
VRAM
1.00x
GeForce RTX 3050 has 1.00x more
Memory Bandwidth
2.00x
Need 2.00x GeForce RTX 3050
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.57x
GeForce RTX 3090 is 1.75x faster
FP32 Compute
0.57x
GeForce RTX 3090 is 1.75x faster
VRAM
0.33x
GeForce RTX 3090 has 3.00x more
Memory Bandwidth
0.48x
GeForce RTX 3090 has 2.09x more
NVIDIA GeForce GTX 1080
Compute (FP32-eq)
2.28x
Need 2.28x GeForce GTX 1080
FP32 Compute
2.30x
Need 2.30x GeForce GTX 1080
VRAM
1.00x
GeForce GTX 1080 has 1.00x more
Memory Bandwidth
1.40x
Need 1.40x GeForce GTX 1080

To match 1x NVIDIA GeForce RTX 3090

SambaNova SN40L
VRAM
0.04x
SN40L has 26.67x more
Meta MTIA v1
VRAM
0.19x
MTIA v1 has 5.33x more
AMD MI300X
Compute (FP32-eq)
0.05x
MI300X is 18.41x faster
FP32 Compute
0.22x
MI300X is 4.59x faster
VRAM
0.13x
MI300X has 8.00x more
Memory Bandwidth
0.18x
MI300X has 5.66x more
NVIDIA GeForce RTX 3050
Compute (FP32-eq)
3.90x
Need 3.90x GeForce RTX 3050
FP32 Compute
3.91x
Need 3.91x GeForce RTX 3050
VRAM
3.00x
Need 3.00x GeForce RTX 3050
Memory Bandwidth
4.18x
Need 4.18x GeForce RTX 3050
NVIDIA GeForce RTX 3070
Compute (FP32-eq)
1.75x
Need 1.75x GeForce RTX 3070
FP32 Compute
1.75x
Need 1.75x GeForce RTX 3070
VRAM
3.00x
Need 3.00x GeForce RTX 3070
Memory Bandwidth
2.09x
Need 2.09x GeForce RTX 3070
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 GeForce GTX 1080

SambaNova SN40L
VRAM
0.01x
SN40L has 80.00x more
Meta MTIA v1
VRAM
0.06x
MTIA v1 has 16.00x more
AMD MI300X
Compute (FP32-eq)
0.01x
MI300X is 73.65x faster
FP32 Compute
0.05x
MI300X is 18.42x faster
VRAM
0.04x
MI300X has 24.00x more
Memory Bandwidth
0.06x
MI300X has 16.56x more
NVIDIA GeForce RTX 3050
Compute (FP32-eq)
0.98x
GeForce RTX 3050 is 1.03x faster
FP32 Compute
0.98x
GeForce RTX 3050 is 1.03x faster
VRAM
1.00x
GeForce RTX 3050 has 1.00x more
Memory Bandwidth
1.43x
Need 1.43x GeForce RTX 3050
NVIDIA GeForce RTX 3070
Compute (FP32-eq)
0.44x
GeForce RTX 3070 is 2.28x faster
FP32 Compute
0.43x
GeForce RTX 3070 is 2.30x faster
VRAM
1.00x
GeForce RTX 3070 has 1.00x more
Memory Bandwidth
0.71x
GeForce RTX 3070 has 1.40x 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

Pricing

Price TypeSN40LMTIA v1MI300XGeForce RTX 3050GeForce RTX 3070GeForce RTX 3090GeForce GTX 1080
CAPEX (Street Price)——$35,000————
OPEX (per hour)——$10.40/hr$0.05/hr$0.05/hr$0.11/hr$0.04/hr
Price per TFLOPs (FP32-eq)——$54————