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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

SpecificationIntel Habana Gaudi 2SambaNova SN40LNVIDIA A30NVIDIA B100NVIDIA Quadro K620NVIDIA GeForce RTX 3090NVIDIA A100 SXMNVIDIA GeForce RTX 3080
ArchitectureGaudi Gen2Reconfigurable Dataflow Unit (RDU)AmpereBlackwellKeplerAmpereAmpereAmpere
Form FactorOAM—PCIeSXMPCIePCIeSXMPCIe
VRAM96 GB640 GB24 GB192 GB2 GB24 GB80 GB10 GB
Memory Bandwidth2,450 GB/s—933 GB/s8,000 GB/s29 GB/s936 GB/s2,039 GB/s760 GB/s
TFLOPs (FP32)——10.3450.76835.619.529.8
TFLOPs (FP16)——————312—
TFLOPs432—1651,8000.7687131259.2
TFLOPs (FP8)————————
TDP600 W700 W165 W700 W45 W350 W400 W320 W
Launch DateMay 2022Jan 2024Apr 2021Mar 2024Jul 2014Sep 2020May 2020Sep 2020

Efficiency Metrics

MetricGaudi 2SN40LA30B100Quadro K620GeForce RTX 3090A100 SXMGeForce RTX 3080
TFLOPs per Watt (FP32-eq)0.36—0.501.290.020.100.390.09
Memory Bandwidth per GB25.5 GB/s—38.9 GB/s41.7 GB/s14.5 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 Intel Habana Gaudi 2

SambaNova SN40L
VRAM
0.15x
SN40L has 6.67x more
NVIDIA A30
Compute (FP32-eq)
2.62x
Need 2.62x A30
VRAM
4.00x
Need 4.00x A30
Memory Bandwidth
2.63x
Need 2.63x A30
NVIDIA B100
Compute (FP32-eq)
0.24x
B100 is 4.17x faster
VRAM
0.50x
B100 has 2.00x more
Memory Bandwidth
0.31x
B100 has 3.27x more
NVIDIA Quadro K620
Compute (FP32-eq)
281.25x
Need 281.25x Quadro K620
VRAM
48.00x
Need 48.00x Quadro K620
Memory Bandwidth
84.48x
Need 84.48x Quadro K620
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
6.08x
Need 6.08x GeForce RTX 3090
VRAM
4.00x
Need 4.00x GeForce RTX 3090
Memory Bandwidth
2.62x
Need 2.62x GeForce RTX 3090
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
NVIDIA GeForce RTX 3080
Compute (FP32-eq)
7.30x
Need 7.30x GeForce RTX 3080
VRAM
9.60x
Need 9.60x GeForce RTX 3080
Memory Bandwidth
3.22x
Need 3.22x GeForce RTX 3080

To match 1x SambaNova SN40L

Intel Habana Gaudi 2
VRAM
6.67x
Need 6.67x Gaudi 2
NVIDIA A30
VRAM
26.67x
Need 26.67x A30
NVIDIA B100
VRAM
3.33x
Need 3.33x B100
NVIDIA Quadro K620
VRAM
320.00x
Need 320.00x Quadro K620
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 A30

Intel Habana Gaudi 2
Compute (FP32-eq)
0.38x
Gaudi 2 is 2.62x faster
VRAM
0.25x
Gaudi 2 has 4.00x more
Memory Bandwidth
0.38x
Gaudi 2 has 2.63x more
SambaNova SN40L
VRAM
0.04x
SN40L has 26.67x more
NVIDIA B100
Compute (FP32-eq)
0.09x
B100 is 10.91x faster
FP32 Compute
0.23x
B100 is 4.37x faster
VRAM
0.13x
B100 has 8.00x more
Memory Bandwidth
0.12x
B100 has 8.57x more
NVIDIA Quadro K620
Compute (FP32-eq)
107.42x
Need 107.42x Quadro K620
FP32 Compute
13.41x
Need 13.41x Quadro K620
VRAM
12.00x
Need 12.00x Quadro K620
Memory Bandwidth
32.17x
Need 32.17x Quadro K620
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
2.32x
Need 2.32x GeForce RTX 3090
FP32 Compute
0.29x
GeForce RTX 3090 is 3.46x faster
VRAM
1.00x
GeForce RTX 3090 has 1.00x more
Memory Bandwidth
1.00x
GeForce RTX 3090 has 1.00x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.53x
A100 SXM is 1.89x faster
FP32 Compute
0.53x
A100 SXM is 1.89x faster
VRAM
0.30x
A100 SXM has 3.33x more
Memory Bandwidth
0.46x
A100 SXM has 2.19x more
NVIDIA GeForce RTX 3080
Compute (FP32-eq)
2.79x
Need 2.79x GeForce RTX 3080
FP32 Compute
0.35x
GeForce RTX 3080 is 2.89x faster
VRAM
2.40x
Need 2.40x GeForce RTX 3080
Memory Bandwidth
1.23x
Need 1.23x GeForce RTX 3080

To match 1x NVIDIA B100

Intel Habana Gaudi 2
Compute (FP32-eq)
4.17x
Need 4.17x Gaudi 2
VRAM
2.00x
Need 2.00x Gaudi 2
Memory Bandwidth
3.27x
Need 3.27x Gaudi 2
SambaNova SN40L
VRAM
0.30x
SN40L has 3.33x more
NVIDIA A30
Compute (FP32-eq)
10.91x
Need 10.91x A30
FP32 Compute
4.37x
Need 4.37x A30
VRAM
8.00x
Need 8.00x A30
Memory Bandwidth
8.57x
Need 8.57x A30
NVIDIA Quadro K620
Compute (FP32-eq)
1171.88x
Need 1171.88x Quadro K620
FP32 Compute
58.59x
Need 58.59x Quadro K620
VRAM
96.00x
Need 96.00x Quadro K620
Memory Bandwidth
275.86x
Need 275.86x Quadro K620
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
25.35x
Need 25.35x GeForce RTX 3090
FP32 Compute
1.26x
Need 1.26x GeForce RTX 3090
VRAM
8.00x
Need 8.00x GeForce RTX 3090
Memory Bandwidth
8.55x
Need 8.55x GeForce RTX 3090
NVIDIA A100 SXM
Compute (FP32-eq)
5.77x
Need 5.77x A100 SXM
FP32 Compute
2.31x
Need 2.31x A100 SXM
VRAM
2.40x
Need 2.40x A100 SXM
Memory Bandwidth
3.92x
Need 3.92x A100 SXM
NVIDIA GeForce RTX 3080
Compute (FP32-eq)
30.41x
Need 30.41x GeForce RTX 3080
FP32 Compute
1.51x
Need 1.51x GeForce RTX 3080
VRAM
19.20x
Need 19.20x GeForce RTX 3080
Memory Bandwidth
10.53x
Need 10.53x GeForce RTX 3080

To match 1x NVIDIA Quadro K620

Intel Habana Gaudi 2
Compute (FP32-eq)
0.00x
Gaudi 2 is 281.25x faster
VRAM
0.02x
Gaudi 2 has 48.00x more
Memory Bandwidth
0.01x
Gaudi 2 has 84.48x more
SambaNova SN40L
VRAM
0.00x
SN40L has 320.00x more
NVIDIA A30
Compute (FP32-eq)
0.01x
A30 is 107.42x faster
FP32 Compute
0.07x
A30 is 13.41x faster
VRAM
0.08x
A30 has 12.00x more
Memory Bandwidth
0.03x
A30 has 32.17x more
NVIDIA B100
Compute (FP32-eq)
0.00x
B100 is 1171.88x faster
FP32 Compute
0.02x
B100 is 58.59x faster
VRAM
0.01x
B100 has 96.00x more
Memory Bandwidth
0.00x
B100 has 275.86x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.02x
GeForce RTX 3090 is 46.22x faster
FP32 Compute
0.02x
GeForce RTX 3090 is 46.35x faster
VRAM
0.08x
GeForce RTX 3090 has 12.00x more
Memory Bandwidth
0.03x
GeForce RTX 3090 has 32.28x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.00x
A100 SXM is 203.13x faster
FP32 Compute
0.04x
A100 SXM is 25.39x faster
VRAM
0.03x
A100 SXM has 40.00x more
Memory Bandwidth
0.01x
A100 SXM has 70.31x more
NVIDIA GeForce RTX 3080
Compute (FP32-eq)
0.03x
GeForce RTX 3080 is 38.54x faster
FP32 Compute
0.03x
GeForce RTX 3080 is 38.80x faster
VRAM
0.20x
GeForce RTX 3080 has 5.00x more
Memory Bandwidth
0.04x
GeForce RTX 3080 has 26.21x more

To match 1x NVIDIA GeForce RTX 3090

Intel Habana Gaudi 2
Compute (FP32-eq)
0.16x
Gaudi 2 is 6.08x faster
VRAM
0.25x
Gaudi 2 has 4.00x more
Memory Bandwidth
0.38x
Gaudi 2 has 2.62x more
SambaNova SN40L
VRAM
0.04x
SN40L has 26.67x more
NVIDIA A30
Compute (FP32-eq)
0.43x
A30 is 2.32x faster
FP32 Compute
3.46x
Need 3.46x A30
VRAM
1.00x
A30 has 1.00x more
Memory Bandwidth
1.00x
Need 1.00x A30
NVIDIA B100
Compute (FP32-eq)
0.04x
B100 is 25.35x faster
FP32 Compute
0.79x
B100 is 1.26x faster
VRAM
0.13x
B100 has 8.00x more
Memory Bandwidth
0.12x
B100 has 8.55x more
NVIDIA Quadro K620
Compute (FP32-eq)
46.22x
Need 46.22x Quadro K620
FP32 Compute
46.35x
Need 46.35x Quadro K620
VRAM
12.00x
Need 12.00x Quadro K620
Memory Bandwidth
32.28x
Need 32.28x Quadro K620
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

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 A30
Compute (FP32-eq)
1.89x
Need 1.89x A30
FP32 Compute
1.89x
Need 1.89x A30
VRAM
3.33x
Need 3.33x A30
Memory Bandwidth
2.19x
Need 2.19x A30
NVIDIA B100
Compute (FP32-eq)
0.17x
B100 is 5.77x faster
FP32 Compute
0.43x
B100 is 2.31x faster
VRAM
0.42x
B100 has 2.40x more
Memory Bandwidth
0.25x
B100 has 3.92x more
NVIDIA Quadro K620
Compute (FP32-eq)
203.13x
Need 203.13x Quadro K620
FP32 Compute
25.39x
Need 25.39x Quadro K620
VRAM
40.00x
Need 40.00x Quadro K620
Memory Bandwidth
70.31x
Need 70.31x Quadro K620
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

Intel Habana Gaudi 2
Compute (FP32-eq)
0.14x
Gaudi 2 is 7.30x faster
VRAM
0.10x
Gaudi 2 has 9.60x more
Memory Bandwidth
0.31x
Gaudi 2 has 3.22x more
SambaNova SN40L
VRAM
0.02x
SN40L has 64.00x more
NVIDIA A30
Compute (FP32-eq)
0.36x
A30 is 2.79x faster
FP32 Compute
2.89x
Need 2.89x A30
VRAM
0.42x
A30 has 2.40x more
Memory Bandwidth
0.81x
A30 has 1.23x more
NVIDIA B100
Compute (FP32-eq)
0.03x
B100 is 30.41x faster
FP32 Compute
0.66x
B100 is 1.51x faster
VRAM
0.05x
B100 has 19.20x more
Memory Bandwidth
0.10x
B100 has 10.53x more
NVIDIA Quadro K620
Compute (FP32-eq)
38.54x
Need 38.54x Quadro K620
FP32 Compute
38.80x
Need 38.80x Quadro K620
VRAM
5.00x
Need 5.00x Quadro K620
Memory Bandwidth
26.21x
Need 26.21x Quadro K620
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 TypeGaudi 2SN40LA30B100Quadro K620GeForce RTX 3090A100 SXMGeForce RTX 3080
CAPEX (Street Price)——————$15,000—
OPEX (per hour)——$0.22/hr—$0.05/hr$0.11/hr$4.05/hr$0.08/hr
Price per TFLOPs (FP32-eq)——————$96—