Compare XPUs

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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

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 3FuriosaAI RNGD (Renegade)NVIDIA GeForce GT 730NVIDIA GeForce RTX 2080NVIDIA GeForce RTX 3090NVIDIA GeForce RTX 3090 TiNVIDIA A100 SXM
ArchitectureGaudi Gen3Tensor Contraction ProcessorKeplerTuringAmpereAmpereAmpere
Form FactorOAMPCIePCIePCIePCIePCIeSXM
VRAM128 GB48 GB2 GB8 GB24 GB24 GB80 GB
Memory Bandwidth3,700 GB/s1,500 GB/s28.5 GB/s448 GB/s936 GB/s1,008 GB/s2,039 GB/s
TFLOPs (FP32)——0.69310.135.64019.5
TFLOPs (FP16)——————312
TFLOPs1,8352560.69310.17180312
TFLOPs (FP8)3,670512—————
TDP900 W180 W49 W215 W350 W450 W400 W
Launch DateApr 2024Jan 2024Jun 2014Sep 2018Sep 2020Mar 2022May 2020

Efficiency Metrics

MetricGaudi 3RNGD (Renegade)GeForce GT 730GeForce RTX 2080GeForce RTX 3090GeForce RTX 3090 TiA100 SXM
TFLOPs per Watt (FP32-eq)1.020.710.010.050.100.090.39
Memory Bandwidth per GB28.9 GB/s31.3 GB/s14.3 GB/s56.0 GB/s39.0 GB/s42.0 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 3

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 GeForce GT 730
Compute (FP32-eq)
1323.95x
Need 1323.95x GeForce GT 730
VRAM
64.00x
Need 64.00x GeForce GT 730
Memory Bandwidth
129.82x
Need 129.82x GeForce GT 730
NVIDIA GeForce RTX 2080
Compute (FP32-eq)
90.84x
Need 90.84x GeForce RTX 2080
VRAM
16.00x
Need 16.00x GeForce RTX 2080
Memory Bandwidth
8.26x
Need 8.26x GeForce RTX 2080
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 GeForce RTX 3090 Ti
Compute (FP32-eq)
22.94x
Need 22.94x GeForce RTX 3090 Ti
VRAM
5.33x
Need 5.33x GeForce RTX 3090 Ti
Memory Bandwidth
3.67x
Need 3.67x GeForce RTX 3090 Ti
NVIDIA A100 SXM
Compute (FP32-eq)
5.88x
Need 5.88x A100 SXM
VRAM
1.60x
Need 1.60x A100 SXM
Memory Bandwidth
1.81x
Need 1.81x A100 SXM

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
NVIDIA GeForce GT 730
Compute (FP32-eq)
184.70x
Need 184.70x GeForce GT 730
VRAM
24.00x
Need 24.00x GeForce GT 730
Memory Bandwidth
52.63x
Need 52.63x GeForce GT 730
NVIDIA GeForce RTX 2080
Compute (FP32-eq)
12.67x
Need 12.67x GeForce RTX 2080
VRAM
6.00x
Need 6.00x GeForce RTX 2080
Memory Bandwidth
3.35x
Need 3.35x GeForce RTX 2080
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 GeForce RTX 3090 Ti
Compute (FP32-eq)
3.20x
Need 3.20x GeForce RTX 3090 Ti
VRAM
2.00x
Need 2.00x GeForce RTX 3090 Ti
Memory Bandwidth
1.49x
Need 1.49x GeForce RTX 3090 Ti
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 730

Intel Habana Gaudi 3
Compute (FP32-eq)
0.00x
Gaudi 3 is 1323.95x faster
VRAM
0.02x
Gaudi 3 has 64.00x more
Memory Bandwidth
0.01x
Gaudi 3 has 129.82x more
FuriosaAI RNGD (Renegade)
Compute (FP32-eq)
0.01x
RNGD (Renegade) is 184.70x faster
VRAM
0.04x
RNGD (Renegade) has 24.00x more
Memory Bandwidth
0.02x
RNGD (Renegade) has 52.63x more
NVIDIA GeForce RTX 2080
Compute (FP32-eq)
0.07x
GeForce RTX 2080 is 14.57x faster
FP32 Compute
0.07x
GeForce RTX 2080 is 14.57x faster
VRAM
0.25x
GeForce RTX 2080 has 4.00x more
Memory Bandwidth
0.06x
GeForce RTX 2080 has 15.72x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.02x
GeForce RTX 3090 is 51.23x faster
FP32 Compute
0.02x
GeForce RTX 3090 is 51.37x faster
VRAM
0.08x
GeForce RTX 3090 has 12.00x more
Memory Bandwidth
0.03x
GeForce RTX 3090 has 32.84x more
NVIDIA GeForce RTX 3090 Ti
Compute (FP32-eq)
0.02x
GeForce RTX 3090 Ti is 57.72x faster
FP32 Compute
0.02x
GeForce RTX 3090 Ti is 57.72x faster
VRAM
0.08x
GeForce RTX 3090 Ti has 12.00x more
Memory Bandwidth
0.03x
GeForce RTX 3090 Ti has 35.37x 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 GeForce RTX 2080

Intel Habana Gaudi 3
Compute (FP32-eq)
0.01x
Gaudi 3 is 90.84x faster
VRAM
0.06x
Gaudi 3 has 16.00x more
Memory Bandwidth
0.12x
Gaudi 3 has 8.26x more
FuriosaAI RNGD (Renegade)
Compute (FP32-eq)
0.08x
RNGD (Renegade) is 12.67x faster
VRAM
0.17x
RNGD (Renegade) has 6.00x more
Memory Bandwidth
0.30x
RNGD (Renegade) has 3.35x more
NVIDIA GeForce GT 730
Compute (FP32-eq)
14.57x
Need 14.57x GeForce GT 730
FP32 Compute
14.57x
Need 14.57x GeForce GT 730
VRAM
4.00x
Need 4.00x GeForce GT 730
Memory Bandwidth
15.72x
Need 15.72x GeForce GT 730
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.28x
GeForce RTX 3090 is 3.51x faster
FP32 Compute
0.28x
GeForce RTX 3090 is 3.52x faster
VRAM
0.33x
GeForce RTX 3090 has 3.00x more
Memory Bandwidth
0.48x
GeForce RTX 3090 has 2.09x more
NVIDIA GeForce RTX 3090 Ti
Compute (FP32-eq)
0.25x
GeForce RTX 3090 Ti is 3.96x faster
FP32 Compute
0.25x
GeForce RTX 3090 Ti is 3.96x faster
VRAM
0.33x
GeForce RTX 3090 Ti has 3.00x more
Memory Bandwidth
0.44x
GeForce RTX 3090 Ti has 2.25x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.06x
A100 SXM is 15.45x faster
FP32 Compute
0.52x
A100 SXM is 1.93x faster
VRAM
0.10x
A100 SXM has 10.00x more
Memory Bandwidth
0.22x
A100 SXM has 4.55x 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
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 GeForce GT 730
Compute (FP32-eq)
51.23x
Need 51.23x GeForce GT 730
FP32 Compute
51.37x
Need 51.37x GeForce GT 730
VRAM
12.00x
Need 12.00x GeForce GT 730
Memory Bandwidth
32.84x
Need 32.84x GeForce GT 730
NVIDIA GeForce RTX 2080
Compute (FP32-eq)
3.51x
Need 3.51x GeForce RTX 2080
FP32 Compute
3.52x
Need 3.52x GeForce RTX 2080
VRAM
3.00x
Need 3.00x GeForce RTX 2080
Memory Bandwidth
2.09x
Need 2.09x GeForce RTX 2080
NVIDIA GeForce RTX 3090 Ti
Compute (FP32-eq)
0.89x
GeForce RTX 3090 Ti is 1.13x faster
FP32 Compute
0.89x
GeForce RTX 3090 Ti is 1.12x faster
VRAM
1.00x
GeForce RTX 3090 Ti has 1.00x more
Memory Bandwidth
0.93x
GeForce RTX 3090 Ti has 1.08x more
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

To match 1x NVIDIA GeForce RTX 3090 Ti

Intel Habana Gaudi 3
Compute (FP32-eq)
0.04x
Gaudi 3 is 22.94x faster
VRAM
0.19x
Gaudi 3 has 5.33x more
Memory Bandwidth
0.27x
Gaudi 3 has 3.67x more
FuriosaAI RNGD (Renegade)
Compute (FP32-eq)
0.31x
RNGD (Renegade) is 3.20x faster
VRAM
0.50x
RNGD (Renegade) has 2.00x more
Memory Bandwidth
0.67x
RNGD (Renegade) has 1.49x more
NVIDIA GeForce GT 730
Compute (FP32-eq)
57.72x
Need 57.72x GeForce GT 730
FP32 Compute
57.72x
Need 57.72x GeForce GT 730
VRAM
12.00x
Need 12.00x GeForce GT 730
Memory Bandwidth
35.37x
Need 35.37x GeForce GT 730
NVIDIA GeForce RTX 2080
Compute (FP32-eq)
3.96x
Need 3.96x GeForce RTX 2080
FP32 Compute
3.96x
Need 3.96x GeForce RTX 2080
VRAM
3.00x
Need 3.00x GeForce RTX 2080
Memory Bandwidth
2.25x
Need 2.25x GeForce RTX 2080
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
1.13x
Need 1.13x GeForce RTX 3090
FP32 Compute
1.12x
Need 1.12x GeForce RTX 3090
VRAM
1.00x
GeForce RTX 3090 has 1.00x more
Memory Bandwidth
1.08x
Need 1.08x GeForce RTX 3090
NVIDIA A100 SXM
Compute (FP32-eq)
0.26x
A100 SXM is 3.90x faster
FP32 Compute
2.05x
Need 2.05x A100 SXM
VRAM
0.30x
A100 SXM has 3.33x more
Memory Bandwidth
0.49x
A100 SXM has 2.02x more

To match 1x NVIDIA A100 SXM

Intel Habana Gaudi 3
Compute (FP32-eq)
0.17x
Gaudi 3 is 5.88x faster
VRAM
0.63x
Gaudi 3 has 1.60x more
Memory Bandwidth
0.55x
Gaudi 3 has 1.81x 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 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 GeForce RTX 2080
Compute (FP32-eq)
15.45x
Need 15.45x GeForce RTX 2080
FP32 Compute
1.93x
Need 1.93x GeForce RTX 2080
VRAM
10.00x
Need 10.00x GeForce RTX 2080
Memory Bandwidth
4.55x
Need 4.55x GeForce RTX 2080
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 3090 Ti
Compute (FP32-eq)
3.90x
Need 3.90x GeForce RTX 3090 Ti
FP32 Compute
0.49x
GeForce RTX 3090 Ti is 2.05x faster
VRAM
3.33x
Need 3.33x GeForce RTX 3090 Ti
Memory Bandwidth
2.02x
Need 2.02x GeForce RTX 3090 Ti

Pricing

Price TypeGaudi 3RNGD (Renegade)GeForce GT 730GeForce RTX 2080GeForce RTX 3090GeForce RTX 3090 TiA100 SXM
CAPEX (Street Price)$15,000—————$15,000
OPEX (per hour)$1.20/hr—$0.04/hr$0.07/hr$0.11/hr$0.12/hr$4.05/hr
Price per TFLOPs (FP32-eq)$16—————$96