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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 3Meta MTIA v1NVIDIA L40SFuriosaAI RNGD (Renegade)NVIDIA A16NVIDIA GeForce RTX 3090
ArchitectureGaudi Gen3Meta Training & Inference AcceleratorAda LovelaceTensor Contraction ProcessorAmpereAmpere
Form FactorOAM—PCIePCIePCIePCIe
VRAM128 GB128 GB48 GB48 GB64 GB24 GB
Memory Bandwidth3,700 GB/s—864 GB/s1,500 GB/s232 GB/s936 GB/s
TFLOPs (FP32)——91.6—9.535.6
TFLOPs (FP16)——733———
TFLOPs1,835—73325671.271
TFLOPs (FP8)3,670—1,466512——
TDP900 W400 W350 W180 W250 W350 W
Launch DateApr 2024May 2023Oct 2023Jan 2024Apr 2021Sep 2020

Efficiency Metrics

MetricGaudi 3MTIA v1L40SRNGD (Renegade)A16GeForce RTX 3090
TFLOPs per Watt (FP32-eq)1.02—1.050.710.140.10
Memory Bandwidth per GB28.9 GB/s—18.0 GB/s31.3 GB/s3.6 GB/s39.0 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
NVIDIA L40S
Compute (FP32-eq)
2.50x
Need 2.50x L40S
VRAM
2.67x
Need 2.67x L40S
Memory Bandwidth
4.28x
Need 4.28x L40S
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 A16
Compute (FP32-eq)
25.77x
Need 25.77x A16
VRAM
2.00x
Need 2.00x A16
Memory Bandwidth
15.95x
Need 15.95x A16
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

To match 1x Meta MTIA v1

Intel Habana Gaudi 3
VRAM
1.00x
Gaudi 3 has 1.00x more
NVIDIA L40S
VRAM
2.67x
Need 2.67x L40S
FuriosaAI RNGD (Renegade)
VRAM
2.67x
Need 2.67x RNGD (Renegade)
NVIDIA A16
VRAM
2.00x
Need 2.00x A16
NVIDIA GeForce RTX 3090
VRAM
5.33x
Need 5.33x GeForce RTX 3090

To match 1x NVIDIA L40S

Intel Habana Gaudi 3
Compute (FP32-eq)
0.40x
Gaudi 3 is 2.50x 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)
2.86x
Need 2.86x RNGD (Renegade)
VRAM
1.00x
RNGD (Renegade) has 1.00x more
Memory Bandwidth
0.58x
RNGD (Renegade) has 1.74x more
NVIDIA A16
Compute (FP32-eq)
10.29x
Need 10.29x A16
FP32 Compute
9.64x
Need 9.64x A16
VRAM
0.75x
A16 has 1.33x more
Memory Bandwidth
3.72x
Need 3.72x A16
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
10.32x
Need 10.32x GeForce RTX 3090
FP32 Compute
2.57x
Need 2.57x GeForce RTX 3090
VRAM
2.00x
Need 2.00x GeForce RTX 3090
Memory Bandwidth
0.92x
GeForce RTX 3090 has 1.08x more

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 L40S
Compute (FP32-eq)
0.35x
L40S is 2.86x faster
VRAM
1.00x
L40S has 1.00x more
Memory Bandwidth
1.74x
Need 1.74x L40S
NVIDIA A16
Compute (FP32-eq)
3.60x
Need 3.60x A16
VRAM
0.75x
A16 has 1.33x more
Memory Bandwidth
6.47x
Need 6.47x A16
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

To match 1x NVIDIA A16

Intel Habana Gaudi 3
Compute (FP32-eq)
0.04x
Gaudi 3 is 25.77x faster
VRAM
0.50x
Gaudi 3 has 2.00x more
Memory Bandwidth
0.06x
Gaudi 3 has 15.95x more
Meta MTIA v1
VRAM
0.50x
MTIA v1 has 2.00x more
NVIDIA L40S
Compute (FP32-eq)
0.10x
L40S is 10.29x faster
FP32 Compute
0.10x
L40S is 9.64x faster
VRAM
1.33x
Need 1.33x L40S
Memory Bandwidth
0.27x
L40S has 3.72x more
FuriosaAI RNGD (Renegade)
Compute (FP32-eq)
0.28x
RNGD (Renegade) is 3.60x faster
VRAM
1.33x
Need 1.33x RNGD (Renegade)
Memory Bandwidth
0.15x
RNGD (Renegade) has 6.47x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
1.00x
Need 1.00x GeForce RTX 3090
FP32 Compute
0.27x
GeForce RTX 3090 is 3.75x faster
VRAM
2.67x
Need 2.67x GeForce RTX 3090
Memory Bandwidth
0.25x
GeForce RTX 3090 has 4.03x 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
NVIDIA L40S
Compute (FP32-eq)
0.10x
L40S is 10.32x faster
FP32 Compute
0.39x
L40S is 2.57x faster
VRAM
0.50x
L40S has 2.00x more
Memory Bandwidth
1.08x
Need 1.08x L40S
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 A16
Compute (FP32-eq)
1.00x
A16 is 1.00x faster
FP32 Compute
3.75x
Need 3.75x A16
VRAM
0.38x
A16 has 2.67x more
Memory Bandwidth
4.03x
Need 4.03x A16

Pricing

Price TypeGaudi 3MTIA v1L40SRNGD (Renegade)A16GeForce RTX 3090
CAPEX (Street Price)$15,000—$10,000———
OPEX (per hour)$1.20/hr—$1.50/hr—$0.47/hr$0.11/hr
Price per TFLOPs (FP32-eq)$16—$27———