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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

SpecificationIntel Habana Gaudi 3Meta MTIA v1FuriosaAI RNGD (Renegade)NVIDIA Quadro K620NVIDIA GeForce RTX 3090NVIDIA L40NVIDIA GeForce GTX 1080
ArchitectureGaudi Gen3Meta Training & Inference AcceleratorTensor Contraction ProcessorKeplerAmpereAda LovelacePascal
Form FactorOAM—PCIePCIePCIePCIePCIe
VRAM128 GB128 GB48 GB2 GB24 GB48 GB8 GB
Memory Bandwidth3,700 GB/s—1,500 GB/s29 GB/s936 GB/s864 GB/s320 GB/s
TFLOPs (FP32)———0.76835.6458.873
TFLOPs (FP16)———————
TFLOPs1,835—2560.76871181.058.873
TFLOPs (FP8)3,670—512————
TDP900 W400 W180 W45 W350 W300 W180 W
Launch DateApr 2024May 2023Jan 2024Jul 2014Sep 2020Oct 2022May 2016

Efficiency Metrics

MetricGaudi 3MTIA v1RNGD (Renegade)Quadro K620GeForce RTX 3090L40GeForce GTX 1080
TFLOPs per Watt (FP32-eq)1.02—0.710.020.100.300.05
Memory Bandwidth per GB28.9 GB/s—31.3 GB/s14.5 GB/s39.0 GB/s18.0 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 Intel Habana Gaudi 3

Meta MTIA v1
VRAM
1.00x
MTIA v1 has 1.00x more
FuriosaAI RNGD (Renegade)
Compute (FP32-eq)
7.17x
Need 7.17x RNGD (Renegade)
VRAM
2.67x
Need 2.67x RNGD (Renegade)
Memory Bandwidth
2.47x
Need 2.47x RNGD (Renegade)
NVIDIA Quadro K620
Compute (FP32-eq)
1194.66x
Need 1194.66x Quadro K620
VRAM
64.00x
Need 64.00x Quadro K620
Memory Bandwidth
127.59x
Need 127.59x Quadro K620
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
25.85x
Need 25.85x GeForce RTX 3090
VRAM
5.33x
Need 5.33x GeForce RTX 3090
Memory Bandwidth
3.95x
Need 3.95x GeForce RTX 3090
NVIDIA L40
Compute (FP32-eq)
10.14x
Need 10.14x L40
VRAM
2.67x
Need 2.67x L40
Memory Bandwidth
4.28x
Need 4.28x L40
NVIDIA GeForce GTX 1080
Compute (FP32-eq)
103.40x
Need 103.40x GeForce GTX 1080
VRAM
16.00x
Need 16.00x GeForce GTX 1080
Memory Bandwidth
11.56x
Need 11.56x GeForce GTX 1080

To match 1x Meta MTIA v1

Intel Habana Gaudi 3
VRAM
1.00x
Gaudi 3 has 1.00x more
FuriosaAI RNGD (Renegade)
VRAM
2.67x
Need 2.67x RNGD (Renegade)
NVIDIA Quadro K620
VRAM
64.00x
Need 64.00x Quadro K620
NVIDIA GeForce RTX 3090
VRAM
5.33x
Need 5.33x GeForce RTX 3090
NVIDIA L40
VRAM
2.67x
Need 2.67x L40
NVIDIA GeForce GTX 1080
VRAM
16.00x
Need 16.00x GeForce GTX 1080

To match 1x FuriosaAI RNGD (Renegade)

Intel Habana Gaudi 3
Compute (FP32-eq)
0.14x
Gaudi 3 is 7.17x faster
VRAM
0.38x
Gaudi 3 has 2.67x more
Memory Bandwidth
0.41x
Gaudi 3 has 2.47x more
Meta MTIA v1
VRAM
0.38x
MTIA v1 has 2.67x more
NVIDIA Quadro K620
Compute (FP32-eq)
166.67x
Need 166.67x Quadro K620
VRAM
24.00x
Need 24.00x Quadro K620
Memory Bandwidth
51.72x
Need 51.72x Quadro K620
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
3.61x
Need 3.61x GeForce RTX 3090
VRAM
2.00x
Need 2.00x GeForce RTX 3090
Memory Bandwidth
1.60x
Need 1.60x GeForce RTX 3090
NVIDIA L40
Compute (FP32-eq)
1.41x
Need 1.41x L40
VRAM
1.00x
L40 has 1.00x more
Memory Bandwidth
1.74x
Need 1.74x L40
NVIDIA GeForce GTX 1080
Compute (FP32-eq)
14.43x
Need 14.43x GeForce GTX 1080
VRAM
6.00x
Need 6.00x GeForce GTX 1080
Memory Bandwidth
4.69x
Need 4.69x GeForce GTX 1080

To match 1x NVIDIA Quadro K620

Intel Habana Gaudi 3
Compute (FP32-eq)
0.00x
Gaudi 3 is 1194.66x faster
VRAM
0.02x
Gaudi 3 has 64.00x more
Memory Bandwidth
0.01x
Gaudi 3 has 127.59x more
Meta MTIA v1
VRAM
0.02x
MTIA v1 has 64.00x more
FuriosaAI RNGD (Renegade)
Compute (FP32-eq)
0.01x
RNGD (Renegade) is 166.67x faster
VRAM
0.04x
RNGD (Renegade) has 24.00x more
Memory Bandwidth
0.02x
RNGD (Renegade) has 51.72x 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 L40
Compute (FP32-eq)
0.01x
L40 is 117.87x faster
FP32 Compute
0.02x
L40 is 58.59x faster
VRAM
0.04x
L40 has 24.00x more
Memory Bandwidth
0.03x
L40 has 29.79x more
NVIDIA GeForce GTX 1080
Compute (FP32-eq)
0.09x
GeForce GTX 1080 is 11.55x faster
FP32 Compute
0.09x
GeForce GTX 1080 is 11.55x faster
VRAM
0.25x
GeForce GTX 1080 has 4.00x more
Memory Bandwidth
0.09x
GeForce GTX 1080 has 11.03x more

To match 1x NVIDIA GeForce RTX 3090

Intel Habana Gaudi 3
Compute (FP32-eq)
0.04x
Gaudi 3 is 25.85x faster
VRAM
0.19x
Gaudi 3 has 5.33x more
Memory Bandwidth
0.25x
Gaudi 3 has 3.95x more
Meta MTIA v1
VRAM
0.19x
MTIA v1 has 5.33x more
FuriosaAI RNGD (Renegade)
Compute (FP32-eq)
0.28x
RNGD (Renegade) is 3.61x faster
VRAM
0.50x
RNGD (Renegade) has 2.00x more
Memory Bandwidth
0.62x
RNGD (Renegade) has 1.60x 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 L40
Compute (FP32-eq)
0.39x
L40 is 2.55x faster
FP32 Compute
0.79x
L40 is 1.26x faster
VRAM
0.50x
L40 has 2.00x more
Memory Bandwidth
1.08x
Need 1.08x L40
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 L40

Intel Habana Gaudi 3
Compute (FP32-eq)
0.10x
Gaudi 3 is 10.14x faster
VRAM
0.38x
Gaudi 3 has 2.67x more
Memory Bandwidth
0.23x
Gaudi 3 has 4.28x more
Meta MTIA v1
VRAM
0.38x
MTIA v1 has 2.67x more
FuriosaAI RNGD (Renegade)
Compute (FP32-eq)
0.71x
RNGD (Renegade) is 1.41x faster
VRAM
1.00x
RNGD (Renegade) has 1.00x more
Memory Bandwidth
0.58x
RNGD (Renegade) has 1.74x more
NVIDIA Quadro K620
Compute (FP32-eq)
117.87x
Need 117.87x Quadro K620
FP32 Compute
58.59x
Need 58.59x Quadro K620
VRAM
24.00x
Need 24.00x Quadro K620
Memory Bandwidth
29.79x
Need 29.79x Quadro K620
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
2.55x
Need 2.55x GeForce RTX 3090
FP32 Compute
1.26x
Need 1.26x GeForce RTX 3090
VRAM
2.00x
Need 2.00x GeForce RTX 3090
Memory Bandwidth
0.92x
GeForce RTX 3090 has 1.08x more
NVIDIA GeForce GTX 1080
Compute (FP32-eq)
10.20x
Need 10.20x GeForce GTX 1080
FP32 Compute
5.07x
Need 5.07x GeForce GTX 1080
VRAM
6.00x
Need 6.00x GeForce GTX 1080
Memory Bandwidth
2.70x
Need 2.70x GeForce GTX 1080

To match 1x NVIDIA GeForce GTX 1080

Intel Habana Gaudi 3
Compute (FP32-eq)
0.01x
Gaudi 3 is 103.40x faster
VRAM
0.06x
Gaudi 3 has 16.00x more
Memory Bandwidth
0.09x
Gaudi 3 has 11.56x more
Meta MTIA v1
VRAM
0.06x
MTIA v1 has 16.00x more
FuriosaAI RNGD (Renegade)
Compute (FP32-eq)
0.07x
RNGD (Renegade) is 14.43x faster
VRAM
0.17x
RNGD (Renegade) has 6.00x more
Memory Bandwidth
0.21x
RNGD (Renegade) has 4.69x more
NVIDIA Quadro K620
Compute (FP32-eq)
11.55x
Need 11.55x Quadro K620
FP32 Compute
11.55x
Need 11.55x Quadro K620
VRAM
4.00x
Need 4.00x Quadro K620
Memory Bandwidth
11.03x
Need 11.03x Quadro K620
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
NVIDIA L40
Compute (FP32-eq)
0.10x
L40 is 10.20x faster
FP32 Compute
0.20x
L40 is 5.07x faster
VRAM
0.17x
L40 has 6.00x more
Memory Bandwidth
0.37x
L40 has 2.70x more

Pricing

Price TypeGaudi 3MTIA v1RNGD (Renegade)Quadro K620GeForce RTX 3090L40GeForce GTX 1080
CAPEX (Street Price)$15,000——————
OPEX (per hour)$1.20/hr——$0.05/hr$0.11/hr$0.69/hr$0.04/hr
Price per TFLOPs (FP32-eq)$16——————