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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

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

Specification	Intel Data Center GPU Max 1100	Google TPU v5p	FuriosaAI RNGD (Renegade)	NVIDIA GeForce GT 710	NVIDIA GeForce RTX 3050	NVIDIA A100 SXM
Architecture	Ponte Vecchio	TPU v5	Tensor Contraction Processor	Kepler	Ampere	Ampere
Form Factor	OAM	Mezzanine	PCIe	PCIe	PCIe	SXM
VRAM	48 GB	95 GB	48 GB	2 GB	8 GB	80 GB
Memory Bandwidth	1,229 GB/s	—	1,500 GB/s	14.4 GB/s	224 GB/s	2,039 GB/s
TFLOPs (FP32)	22	—	—	0.366	9.1	19.5
TFLOPs (FP16)	177	—	—	—	—	312
TFLOPs	177	459	256	0.366	18.2	312
TFLOPs (FP8)	—	—	512	—	—	—
TDP	300 W	400 W	180 W	19 W	130 W	400 W
Launch Date	Jan 2023	Aug 2023	Jan 2024	Mar 2014	Jan 2022	May 2020

Efficiency Metrics

Metric	Data Center GPU Max 1100	TPU v5p	RNGD (Renegade)	GeForce GT 710	GeForce RTX 3050	A100 SXM
TFLOPs per Watt (FP32-eq)	0.29	0.57	0.71	0.02	0.07	0.39
Memory Bandwidth per GB	25.6 GB/s	—	31.3 GB/s	7.2 GB/s	28.0 GB/s	25.5 GB/s

Performance Equivalence

How many units of each GPU are needed to match the performance of the others?

To match 1x Intel Data Center GPU Max 1100

Google TPU v5p

Compute (FP32-eq)

0.39x

TPU v5p is 2.59x faster

VRAM

0.51x

TPU v5p has 1.98x more

FuriosaAI RNGD (Renegade)

Compute (FP32-eq)

0.69x

RNGD (Renegade) is 1.45x faster

VRAM

1.00x

RNGD (Renegade) has 1.00x more

Memory Bandwidth

0.82x

RNGD (Renegade) has 1.22x more

NVIDIA GeForce GT 710

Compute (FP32-eq)

241.80x

Need 241.80x GeForce GT 710

FP32 Compute

60.11x

Need 60.11x GeForce GT 710

VRAM

24.00x

Need 24.00x GeForce GT 710

Memory Bandwidth

85.35x

Need 85.35x GeForce GT 710

NVIDIA GeForce RTX 3050

Compute (FP32-eq)

9.73x

Need 9.73x GeForce RTX 3050

FP32 Compute

2.42x

Need 2.42x GeForce RTX 3050

VRAM

6.00x

Need 6.00x GeForce RTX 3050

Memory Bandwidth

5.49x

Need 5.49x GeForce RTX 3050

NVIDIA A100 SXM

Compute (FP32-eq)

0.57x

A100 SXM is 1.76x faster

FP32 Compute

1.13x

Need 1.13x A100 SXM

VRAM

0.60x

A100 SXM has 1.67x more

Memory Bandwidth

0.60x

A100 SXM has 1.66x more

To match 1x Google TPU v5p

Intel Data Center GPU Max 1100

Compute (FP32-eq)

2.59x

Need 2.59x Data Center GPU Max 1100

VRAM

1.98x

Need 1.98x Data Center GPU Max 1100

FuriosaAI RNGD (Renegade)

Compute (FP32-eq)

1.79x

Need 1.79x RNGD (Renegade)

VRAM

1.98x

Need 1.98x RNGD (Renegade)

NVIDIA GeForce GT 710

Compute (FP32-eq)

627.05x

Need 627.05x GeForce GT 710

VRAM

47.50x

Need 47.50x GeForce GT 710

NVIDIA GeForce RTX 3050

Compute (FP32-eq)

25.22x

Need 25.22x GeForce RTX 3050

VRAM

11.88x

Need 11.88x GeForce RTX 3050

NVIDIA A100 SXM

Compute (FP32-eq)

1.47x

Need 1.47x A100 SXM

VRAM

1.19x

Need 1.19x A100 SXM

To match 1x FuriosaAI RNGD (Renegade)

Intel Data Center GPU Max 1100

Compute (FP32-eq)

1.45x

Need 1.45x Data Center GPU Max 1100

VRAM

1.00x

Data Center GPU Max 1100 has 1.00x more

Memory Bandwidth

1.22x

Need 1.22x Data Center GPU Max 1100

Google TPU v5p

Compute (FP32-eq)

0.56x

TPU v5p is 1.79x faster

VRAM

0.51x

TPU v5p has 1.98x more

NVIDIA GeForce GT 710

Compute (FP32-eq)

349.73x

Need 349.73x GeForce GT 710

VRAM

24.00x

Need 24.00x GeForce GT 710

Memory Bandwidth

104.17x

Need 104.17x GeForce GT 710

NVIDIA GeForce RTX 3050

Compute (FP32-eq)

14.07x

Need 14.07x GeForce RTX 3050

VRAM

6.00x

Need 6.00x GeForce RTX 3050

Memory Bandwidth

6.70x

Need 6.70x GeForce RTX 3050

NVIDIA A100 SXM

Compute (FP32-eq)

0.82x

A100 SXM is 1.22x faster

VRAM

0.60x

A100 SXM has 1.67x more

Memory Bandwidth

0.74x

A100 SXM has 1.36x more

To match 1x NVIDIA GeForce GT 710

Intel Data Center GPU Max 1100

Compute (FP32-eq)

0.00x

Data Center GPU Max 1100 is 241.80x faster

FP32 Compute

0.02x

Data Center GPU Max 1100 is 60.11x faster

VRAM

0.04x

Data Center GPU Max 1100 has 24.00x more

Memory Bandwidth

0.01x

Data Center GPU Max 1100 has 85.35x more

Google TPU v5p

Compute (FP32-eq)

0.00x

TPU v5p is 627.05x faster

VRAM

0.02x

TPU v5p has 47.50x more

FuriosaAI RNGD (Renegade)

Compute (FP32-eq)

0.00x

RNGD (Renegade) is 349.73x faster

VRAM

0.04x

RNGD (Renegade) has 24.00x more

Memory Bandwidth

0.01x

RNGD (Renegade) has 104.17x more

NVIDIA GeForce RTX 3050

Compute (FP32-eq)

0.04x

GeForce RTX 3050 is 24.86x faster

FP32 Compute

0.04x

GeForce RTX 3050 is 24.86x faster

VRAM

0.25x

GeForce RTX 3050 has 4.00x more

Memory Bandwidth

0.06x

GeForce RTX 3050 has 15.56x more

NVIDIA A100 SXM

Compute (FP32-eq)

0.00x

A100 SXM is 426.23x faster

FP32 Compute

0.02x

A100 SXM is 53.28x faster

VRAM

0.03x

A100 SXM has 40.00x more

Memory Bandwidth

0.01x

A100 SXM has 141.60x more

To match 1x NVIDIA GeForce RTX 3050

Intel Data Center GPU Max 1100

Compute (FP32-eq)

0.10x

Data Center GPU Max 1100 is 9.73x faster

FP32 Compute

0.41x

Data Center GPU Max 1100 is 2.42x faster

VRAM

0.17x

Data Center GPU Max 1100 has 6.00x more

Memory Bandwidth

0.18x

Data Center GPU Max 1100 has 5.49x more

Google TPU v5p

Compute (FP32-eq)

0.04x

TPU v5p is 25.22x faster

VRAM

0.08x

TPU v5p has 11.88x more

FuriosaAI RNGD (Renegade)

Compute (FP32-eq)

0.07x

RNGD (Renegade) is 14.07x faster

VRAM

0.17x

RNGD (Renegade) has 6.00x more

Memory Bandwidth

0.15x

RNGD (Renegade) has 6.70x more

NVIDIA GeForce GT 710

Compute (FP32-eq)

24.86x

Need 24.86x GeForce GT 710

FP32 Compute

24.86x

Need 24.86x GeForce GT 710

VRAM

4.00x

Need 4.00x GeForce GT 710

Memory Bandwidth

15.56x

Need 15.56x GeForce GT 710

NVIDIA A100 SXM

Compute (FP32-eq)

0.06x

A100 SXM is 17.14x faster

FP32 Compute

0.47x

A100 SXM is 2.14x faster

VRAM

0.10x

A100 SXM has 10.00x more

Memory Bandwidth

0.11x

A100 SXM has 9.10x more

To match 1x NVIDIA A100 SXM

Intel Data Center GPU Max 1100

Compute (FP32-eq)

1.76x

Need 1.76x Data Center GPU Max 1100

FP32 Compute

0.89x

Data Center GPU Max 1100 is 1.13x faster

VRAM

1.67x

Need 1.67x Data Center GPU Max 1100

Memory Bandwidth

1.66x

Need 1.66x Data Center GPU Max 1100

Google TPU v5p

Compute (FP32-eq)

0.68x

TPU v5p is 1.47x faster

VRAM

0.84x

TPU v5p has 1.19x more

FuriosaAI RNGD (Renegade)

Compute (FP32-eq)

1.22x

Need 1.22x RNGD (Renegade)

VRAM

1.67x

Need 1.67x RNGD (Renegade)

Memory Bandwidth

1.36x

Need 1.36x RNGD (Renegade)

NVIDIA GeForce GT 710

Compute (FP32-eq)

426.23x

Need 426.23x GeForce GT 710

FP32 Compute

53.28x

Need 53.28x GeForce GT 710

VRAM

40.00x

Need 40.00x GeForce GT 710

Memory Bandwidth

141.60x

Need 141.60x GeForce GT 710

NVIDIA GeForce RTX 3050

Compute (FP32-eq)

17.14x

Need 17.14x GeForce RTX 3050

FP32 Compute

2.14x

Need 2.14x GeForce RTX 3050

VRAM

10.00x

Need 10.00x GeForce RTX 3050

Memory Bandwidth

9.10x

Need 9.10x GeForce RTX 3050

Pricing

Price Type	Data Center GPU Max 1100	TPU v5p	RNGD (Renegade)	GeForce GT 710	GeForce RTX 3050	A100 SXM
CAPEX (Street Price)	$5,000	—	—	—	—	$15,000
OPEX (per hour)	—	$5.00/hr	—	$0.07/hr	$0.05/hr	$4.05/hr
Price per TFLOPs (FP32-eq)	$56	—	—	—	—	$96