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Showing 128 XPUs • 6 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 SN40LAMD MI300XAMD MI325XNVIDIA GB200NVIDIA GeForce GT 730NVIDIA A100 SXM
ArchitectureReconfigurable Dataflow Unit (RDU)CDNA 3CDNA 3.5BlackwellKeplerAmpere
Form Factor—OAMOAMSXMPCIeSXM
VRAM640 GB192 GB256 GB192 GB2 GB80 GB
Memory Bandwidth—5,300 GB/s6,000 GB/s8,000 GB/s28.5 GB/s2,039 GB/s
TFLOPs (FP32)—163.4207900.69319.5
TFLOPs (FP16)—1,3071,400——312
TFLOPs—1,3071,4002,5000.693312
TFLOPs (FP8)—2,6142,800———
TDP700 W750 W800 W1000 W49 W400 W
Launch DateJan 2024Dec 2023Oct 2024Mar 2024Jun 2014May 2020

Efficiency Metrics

MetricSN40LMI300XMI325XGB200GeForce GT 730A100 SXM
TFLOPs per Watt (FP32-eq)—0.870.881.250.010.39
Memory Bandwidth per GB—27.6 GB/s23.4 GB/s41.7 GB/s14.3 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

AMD MI300X
VRAM
3.33x
Need 3.33x MI300X
AMD MI325X
VRAM
2.50x
Need 2.50x MI325X
NVIDIA GB200
VRAM
3.33x
Need 3.33x GB200
NVIDIA GeForce GT 730
VRAM
320.00x
Need 320.00x GeForce GT 730
NVIDIA A100 SXM
VRAM
8.00x
Need 8.00x A100 SXM

To match 1x AMD MI300X

SambaNova SN40L
VRAM
0.30x
SN40L has 3.33x more
AMD MI325X
Compute (FP32-eq)
0.93x
MI325X is 1.07x faster
FP32 Compute
0.79x
MI325X is 1.27x faster
VRAM
0.75x
MI325X has 1.33x more
Memory Bandwidth
0.88x
MI325X has 1.13x more
NVIDIA GB200
Compute (FP32-eq)
0.52x
GB200 is 1.91x faster
FP32 Compute
1.82x
Need 1.82x GB200
VRAM
1.00x
GB200 has 1.00x more
Memory Bandwidth
0.66x
GB200 has 1.51x more
NVIDIA GeForce GT 730
Compute (FP32-eq)
943.00x
Need 943.00x GeForce GT 730
FP32 Compute
235.79x
Need 235.79x GeForce GT 730
VRAM
96.00x
Need 96.00x GeForce GT 730
Memory Bandwidth
185.96x
Need 185.96x GeForce GT 730
NVIDIA A100 SXM
Compute (FP32-eq)
4.19x
Need 4.19x A100 SXM
FP32 Compute
8.38x
Need 8.38x A100 SXM
VRAM
2.40x
Need 2.40x A100 SXM
Memory Bandwidth
2.60x
Need 2.60x A100 SXM

To match 1x AMD MI325X

SambaNova SN40L
VRAM
0.40x
SN40L has 2.50x more
AMD MI300X
Compute (FP32-eq)
1.07x
Need 1.07x MI300X
FP32 Compute
1.27x
Need 1.27x MI300X
VRAM
1.33x
Need 1.33x MI300X
Memory Bandwidth
1.13x
Need 1.13x MI300X
NVIDIA GB200
Compute (FP32-eq)
0.56x
GB200 is 1.79x faster
FP32 Compute
2.30x
Need 2.30x GB200
VRAM
1.33x
Need 1.33x GB200
Memory Bandwidth
0.75x
GB200 has 1.33x more
NVIDIA GeForce GT 730
Compute (FP32-eq)
1010.10x
Need 1010.10x GeForce GT 730
FP32 Compute
298.70x
Need 298.70x GeForce GT 730
VRAM
128.00x
Need 128.00x GeForce GT 730
Memory Bandwidth
210.53x
Need 210.53x GeForce GT 730
NVIDIA A100 SXM
Compute (FP32-eq)
4.49x
Need 4.49x A100 SXM
FP32 Compute
10.62x
Need 10.62x A100 SXM
VRAM
3.20x
Need 3.20x A100 SXM
Memory Bandwidth
2.94x
Need 2.94x A100 SXM

To match 1x NVIDIA GB200

SambaNova SN40L
VRAM
0.30x
SN40L has 3.33x more
AMD MI300X
Compute (FP32-eq)
1.91x
Need 1.91x MI300X
FP32 Compute
0.55x
MI300X is 1.82x faster
VRAM
1.00x
MI300X has 1.00x more
Memory Bandwidth
1.51x
Need 1.51x MI300X
AMD MI325X
Compute (FP32-eq)
1.79x
Need 1.79x MI325X
FP32 Compute
0.43x
MI325X is 2.30x faster
VRAM
0.75x
MI325X has 1.33x more
Memory Bandwidth
1.33x
Need 1.33x MI325X
NVIDIA GeForce GT 730
Compute (FP32-eq)
1803.75x
Need 1803.75x GeForce GT 730
FP32 Compute
129.87x
Need 129.87x GeForce GT 730
VRAM
96.00x
Need 96.00x GeForce GT 730
Memory Bandwidth
280.70x
Need 280.70x GeForce GT 730
NVIDIA A100 SXM
Compute (FP32-eq)
8.01x
Need 8.01x A100 SXM
FP32 Compute
4.62x
Need 4.62x A100 SXM
VRAM
2.40x
Need 2.40x A100 SXM
Memory Bandwidth
3.92x
Need 3.92x A100 SXM

To match 1x NVIDIA GeForce GT 730

SambaNova SN40L
VRAM
0.00x
SN40L has 320.00x more
AMD MI300X
Compute (FP32-eq)
0.00x
MI300X is 943.00x faster
FP32 Compute
0.00x
MI300X is 235.79x faster
VRAM
0.01x
MI300X has 96.00x more
Memory Bandwidth
0.01x
MI300X has 185.96x more
AMD MI325X
Compute (FP32-eq)
0.00x
MI325X is 1010.10x faster
FP32 Compute
0.00x
MI325X is 298.70x faster
VRAM
0.01x
MI325X has 128.00x more
Memory Bandwidth
0.00x
MI325X has 210.53x more
NVIDIA GB200
Compute (FP32-eq)
0.00x
GB200 is 1803.75x faster
FP32 Compute
0.01x
GB200 is 129.87x faster
VRAM
0.01x
GB200 has 96.00x more
Memory Bandwidth
0.00x
GB200 has 280.70x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.00x
A100 SXM is 225.11x faster
FP32 Compute
0.04x
A100 SXM is 28.14x faster
VRAM
0.03x
A100 SXM has 40.00x more
Memory Bandwidth
0.01x
A100 SXM has 71.54x more

To match 1x NVIDIA A100 SXM

SambaNova SN40L
VRAM
0.13x
SN40L has 8.00x more
AMD MI300X
Compute (FP32-eq)
0.24x
MI300X is 4.19x faster
FP32 Compute
0.12x
MI300X is 8.38x faster
VRAM
0.42x
MI300X has 2.40x more
Memory Bandwidth
0.38x
MI300X has 2.60x more
AMD MI325X
Compute (FP32-eq)
0.22x
MI325X is 4.49x faster
FP32 Compute
0.09x
MI325X is 10.62x faster
VRAM
0.31x
MI325X has 3.20x more
Memory Bandwidth
0.34x
MI325X has 2.94x more
NVIDIA GB200
Compute (FP32-eq)
0.12x
GB200 is 8.01x faster
FP32 Compute
0.22x
GB200 is 4.62x faster
VRAM
0.42x
GB200 has 2.40x more
Memory Bandwidth
0.25x
GB200 has 3.92x more
NVIDIA GeForce GT 730
Compute (FP32-eq)
225.11x
Need 225.11x GeForce GT 730
FP32 Compute
28.14x
Need 28.14x GeForce GT 730
VRAM
40.00x
Need 40.00x GeForce GT 730
Memory Bandwidth
71.54x
Need 71.54x GeForce GT 730

Pricing

Price TypeSN40LMI300XMI325XGB200GeForce GT 730A100 SXM
CAPEX (Street Price)—$35,000$45,000——$15,000
OPEX (per hour)—$10.40/hr$36.92/hr$42.00/hr$0.04/hr$4.05/hr
Price per TFLOPs (FP32-eq)—$54$64——$96