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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

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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

SpecificationIntel Habana Gaudi 2SambaNova SN40LNVIDIA GeForce RTX 5060 TiNVIDIA GeForce GT 730NVIDIA RTX A4000NVIDIA A100 SXM
ArchitectureGaudi Gen2Reconfigurable Dataflow Unit (RDU)BlackwellKeplerAmpereAmpere
Form FactorOAM—PCIePCIePCIeSXM
VRAM96 GB640 GB16 GB2 GB16 GB80 GB
Memory Bandwidth2,450 GB/s—544 GB/s28.5 GB/s448 GB/s2,039 GB/s
TFLOPs (FP32)——250.69319.219.5
TFLOPs (FP16)—————312
TFLOPs432—880.69338.7312
TFLOPs (FP8)——————
TDP600 W700 W220 W49 W140 W400 W
Launch DateMay 2022Jan 2024Mar 2025Jun 2014Apr 2021May 2020

Efficiency Metrics

MetricGaudi 2SN40LGeForce RTX 5060 TiGeForce GT 730RTX A4000A100 SXM
TFLOPs per Watt (FP32-eq)0.36—0.200.010.140.39
Memory Bandwidth per GB25.5 GB/s—34.0 GB/s14.3 GB/s28.0 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 Intel Habana Gaudi 2

SambaNova SN40L
VRAM
0.15x
SN40L has 6.67x more
NVIDIA GeForce RTX 5060 Ti
Compute (FP32-eq)
4.91x
Need 4.91x GeForce RTX 5060 Ti
VRAM
6.00x
Need 6.00x GeForce RTX 5060 Ti
Memory Bandwidth
4.50x
Need 4.50x GeForce RTX 5060 Ti
NVIDIA GeForce GT 730
Compute (FP32-eq)
311.69x
Need 311.69x GeForce GT 730
VRAM
48.00x
Need 48.00x GeForce GT 730
Memory Bandwidth
85.96x
Need 85.96x GeForce GT 730
NVIDIA RTX A4000
Compute (FP32-eq)
11.16x
Need 11.16x RTX A4000
VRAM
6.00x
Need 6.00x RTX A4000
Memory Bandwidth
5.47x
Need 5.47x RTX A4000
NVIDIA A100 SXM
Compute (FP32-eq)
1.38x
Need 1.38x A100 SXM
VRAM
1.20x
Need 1.20x A100 SXM
Memory Bandwidth
1.20x
Need 1.20x A100 SXM

To match 1x SambaNova SN40L

Intel Habana Gaudi 2
VRAM
6.67x
Need 6.67x Gaudi 2
NVIDIA GeForce RTX 5060 Ti
VRAM
40.00x
Need 40.00x GeForce RTX 5060 Ti
NVIDIA GeForce GT 730
VRAM
320.00x
Need 320.00x GeForce GT 730
NVIDIA RTX A4000
VRAM
40.00x
Need 40.00x RTX A4000
NVIDIA A100 SXM
VRAM
8.00x
Need 8.00x A100 SXM

To match 1x NVIDIA GeForce RTX 5060 Ti

Intel Habana Gaudi 2
Compute (FP32-eq)
0.20x
Gaudi 2 is 4.91x faster
VRAM
0.17x
Gaudi 2 has 6.00x more
Memory Bandwidth
0.22x
Gaudi 2 has 4.50x more
SambaNova SN40L
VRAM
0.03x
SN40L has 40.00x more
NVIDIA GeForce GT 730
Compute (FP32-eq)
63.49x
Need 63.49x GeForce GT 730
FP32 Compute
36.08x
Need 36.08x GeForce GT 730
VRAM
8.00x
Need 8.00x GeForce GT 730
Memory Bandwidth
19.09x
Need 19.09x GeForce GT 730
NVIDIA RTX A4000
Compute (FP32-eq)
2.27x
Need 2.27x RTX A4000
FP32 Compute
1.30x
Need 1.30x RTX A4000
VRAM
1.00x
RTX A4000 has 1.00x more
Memory Bandwidth
1.21x
Need 1.21x RTX A4000
NVIDIA A100 SXM
Compute (FP32-eq)
0.28x
A100 SXM is 3.55x faster
FP32 Compute
1.28x
Need 1.28x A100 SXM
VRAM
0.20x
A100 SXM has 5.00x more
Memory Bandwidth
0.27x
A100 SXM has 3.75x more

To match 1x NVIDIA GeForce GT 730

Intel Habana Gaudi 2
Compute (FP32-eq)
0.00x
Gaudi 2 is 311.69x faster
VRAM
0.02x
Gaudi 2 has 48.00x more
Memory Bandwidth
0.01x
Gaudi 2 has 85.96x more
SambaNova SN40L
VRAM
0.00x
SN40L has 320.00x more
NVIDIA GeForce RTX 5060 Ti
Compute (FP32-eq)
0.02x
GeForce RTX 5060 Ti is 63.49x faster
FP32 Compute
0.03x
GeForce RTX 5060 Ti is 36.08x faster
VRAM
0.13x
GeForce RTX 5060 Ti has 8.00x more
Memory Bandwidth
0.05x
GeForce RTX 5060 Ti has 19.09x more
NVIDIA RTX A4000
Compute (FP32-eq)
0.04x
RTX A4000 is 27.92x faster
FP32 Compute
0.04x
RTX A4000 is 27.71x faster
VRAM
0.13x
RTX A4000 has 8.00x more
Memory Bandwidth
0.06x
RTX A4000 has 15.72x 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 RTX A4000

Intel Habana Gaudi 2
Compute (FP32-eq)
0.09x
Gaudi 2 is 11.16x faster
VRAM
0.17x
Gaudi 2 has 6.00x more
Memory Bandwidth
0.18x
Gaudi 2 has 5.47x more
SambaNova SN40L
VRAM
0.03x
SN40L has 40.00x more
NVIDIA GeForce RTX 5060 Ti
Compute (FP32-eq)
0.44x
GeForce RTX 5060 Ti is 2.27x faster
FP32 Compute
0.77x
GeForce RTX 5060 Ti is 1.30x faster
VRAM
1.00x
GeForce RTX 5060 Ti has 1.00x more
Memory Bandwidth
0.82x
GeForce RTX 5060 Ti has 1.21x more
NVIDIA GeForce GT 730
Compute (FP32-eq)
27.92x
Need 27.92x GeForce GT 730
FP32 Compute
27.71x
Need 27.71x GeForce GT 730
VRAM
8.00x
Need 8.00x GeForce GT 730
Memory Bandwidth
15.72x
Need 15.72x GeForce GT 730
NVIDIA A100 SXM
Compute (FP32-eq)
0.12x
A100 SXM is 8.06x faster
FP32 Compute
0.98x
A100 SXM is 1.02x faster
VRAM
0.20x
A100 SXM has 5.00x more
Memory Bandwidth
0.22x
A100 SXM has 4.55x more

To match 1x NVIDIA A100 SXM

Intel Habana Gaudi 2
Compute (FP32-eq)
0.72x
Gaudi 2 is 1.38x faster
VRAM
0.83x
Gaudi 2 has 1.20x more
Memory Bandwidth
0.83x
Gaudi 2 has 1.20x more
SambaNova SN40L
VRAM
0.13x
SN40L has 8.00x more
NVIDIA GeForce RTX 5060 Ti
Compute (FP32-eq)
3.55x
Need 3.55x GeForce RTX 5060 Ti
FP32 Compute
0.78x
GeForce RTX 5060 Ti is 1.28x faster
VRAM
5.00x
Need 5.00x GeForce RTX 5060 Ti
Memory Bandwidth
3.75x
Need 3.75x GeForce RTX 5060 Ti
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
NVIDIA RTX A4000
Compute (FP32-eq)
8.06x
Need 8.06x RTX A4000
FP32 Compute
1.02x
Need 1.02x RTX A4000
VRAM
5.00x
Need 5.00x RTX A4000
Memory Bandwidth
4.55x
Need 4.55x RTX A4000

Pricing

Price TypeGaudi 2SN40LGeForce RTX 5060 TiGeForce GT 730RTX A4000A100 SXM
CAPEX (Street Price)—————$15,000
OPEX (per hour)——$0.09/hr$0.04/hr$0.11/hr$4.05/hr
Price per TFLOPs (FP32-eq)—————$96