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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 2AMD MI300XAMD MI325XFuriosaAI RNGD (Renegade)NVIDIA GeForce RTX 4070 Ti SuperNVIDIA GeForce GT 730NVIDIA A100 SXM
ArchitectureGaudi Gen2CDNA 3CDNA 3.5Tensor Contraction ProcessorAda LovelaceKeplerAmpere
Form FactorOAMOAMOAMPCIePCIePCIeSXM
VRAM96 GB192 GB256 GB48 GB16 GB2 GB80 GB
Memory Bandwidth2,450 GB/s5,300 GB/s6,000 GB/s1,500 GB/s672 GB/s28.5 GB/s2,039 GB/s
TFLOPs (FP32)—163.4207——0.69319.5
TFLOPs (FP16)—1,3071,400———312
TFLOPs4321,3071,400256880.693312
TFLOPs (FP8)—2,6142,800512———
TDP600 W750 W800 W180 W285 W49 W400 W
Launch DateMay 2022Dec 2023Oct 2024Jan 2024Jan 2024Jun 2014May 2020

Efficiency Metrics

MetricGaudi 2MI300XMI325XRNGD (Renegade)GeForce RTX 4070 Ti SuperGeForce GT 730A100 SXM
TFLOPs per Watt (FP32-eq)0.360.870.880.710.150.010.39
Memory Bandwidth per GB25.5 GB/s27.6 GB/s23.4 GB/s31.3 GB/s42.0 GB/s14.3 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 2

AMD MI300X
Compute (FP32-eq)
0.33x
MI300X is 3.03x faster
VRAM
0.50x
MI300X has 2.00x more
Memory Bandwidth
0.46x
MI300X has 2.16x more
AMD MI325X
Compute (FP32-eq)
0.31x
MI325X is 3.24x faster
VRAM
0.38x
MI325X has 2.67x more
Memory Bandwidth
0.41x
MI325X has 2.45x more
FuriosaAI RNGD (Renegade)
Compute (FP32-eq)
1.69x
Need 1.69x RNGD (Renegade)
VRAM
2.00x
Need 2.00x RNGD (Renegade)
Memory Bandwidth
1.63x
Need 1.63x RNGD (Renegade)
NVIDIA GeForce RTX 4070 Ti Super
Compute (FP32-eq)
4.91x
Need 4.91x GeForce RTX 4070 Ti Super
VRAM
6.00x
Need 6.00x GeForce RTX 4070 Ti Super
Memory Bandwidth
3.65x
Need 3.65x GeForce RTX 4070 Ti Super
NVIDIA GeForce GT 730
Compute (FP32-eq)
311.69x
Need 311.69x GeForce GT 730
VRAM
48.00x
Need 48.00x GeForce GT 730
Memory Bandwidth
85.96x
Need 85.96x GeForce GT 730
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

To match 1x AMD MI300X

Intel Habana Gaudi 2
Compute (FP32-eq)
3.03x
Need 3.03x Gaudi 2
VRAM
2.00x
Need 2.00x Gaudi 2
Memory Bandwidth
2.16x
Need 2.16x Gaudi 2
AMD MI325X
Compute (FP32-eq)
0.93x
MI325X is 1.07x faster
FP32 Compute
0.79x
MI325X is 1.27x faster
VRAM
0.75x
MI325X has 1.33x more
Memory Bandwidth
0.88x
MI325X has 1.13x more
FuriosaAI RNGD (Renegade)
Compute (FP32-eq)
5.11x
Need 5.11x RNGD (Renegade)
VRAM
4.00x
Need 4.00x RNGD (Renegade)
Memory Bandwidth
3.53x
Need 3.53x RNGD (Renegade)
NVIDIA GeForce RTX 4070 Ti Super
Compute (FP32-eq)
14.85x
Need 14.85x GeForce RTX 4070 Ti Super
VRAM
12.00x
Need 12.00x GeForce RTX 4070 Ti Super
Memory Bandwidth
7.89x
Need 7.89x GeForce RTX 4070 Ti Super
NVIDIA GeForce GT 730
Compute (FP32-eq)
943.00x
Need 943.00x GeForce GT 730
FP32 Compute
235.79x
Need 235.79x GeForce GT 730
VRAM
96.00x
Need 96.00x GeForce GT 730
Memory Bandwidth
185.96x
Need 185.96x GeForce GT 730
NVIDIA A100 SXM
Compute (FP32-eq)
4.19x
Need 4.19x A100 SXM
FP32 Compute
8.38x
Need 8.38x A100 SXM
VRAM
2.40x
Need 2.40x A100 SXM
Memory Bandwidth
2.60x
Need 2.60x A100 SXM

To match 1x AMD MI325X

Intel Habana Gaudi 2
Compute (FP32-eq)
3.24x
Need 3.24x Gaudi 2
VRAM
2.67x
Need 2.67x Gaudi 2
Memory Bandwidth
2.45x
Need 2.45x Gaudi 2
AMD MI300X
Compute (FP32-eq)
1.07x
Need 1.07x MI300X
FP32 Compute
1.27x
Need 1.27x MI300X
VRAM
1.33x
Need 1.33x MI300X
Memory Bandwidth
1.13x
Need 1.13x MI300X
FuriosaAI RNGD (Renegade)
Compute (FP32-eq)
5.47x
Need 5.47x RNGD (Renegade)
VRAM
5.33x
Need 5.33x RNGD (Renegade)
Memory Bandwidth
4.00x
Need 4.00x RNGD (Renegade)
NVIDIA GeForce RTX 4070 Ti Super
Compute (FP32-eq)
15.91x
Need 15.91x GeForce RTX 4070 Ti Super
VRAM
16.00x
Need 16.00x GeForce RTX 4070 Ti Super
Memory Bandwidth
8.93x
Need 8.93x GeForce RTX 4070 Ti Super
NVIDIA GeForce GT 730
Compute (FP32-eq)
1010.10x
Need 1010.10x GeForce GT 730
FP32 Compute
298.70x
Need 298.70x GeForce GT 730
VRAM
128.00x
Need 128.00x GeForce GT 730
Memory Bandwidth
210.53x
Need 210.53x GeForce GT 730
NVIDIA A100 SXM
Compute (FP32-eq)
4.49x
Need 4.49x A100 SXM
FP32 Compute
10.62x
Need 10.62x A100 SXM
VRAM
3.20x
Need 3.20x A100 SXM
Memory Bandwidth
2.94x
Need 2.94x A100 SXM

To match 1x FuriosaAI RNGD (Renegade)

Intel Habana Gaudi 2
Compute (FP32-eq)
0.59x
Gaudi 2 is 1.69x faster
VRAM
0.50x
Gaudi 2 has 2.00x more
Memory Bandwidth
0.61x
Gaudi 2 has 1.63x more
AMD MI300X
Compute (FP32-eq)
0.20x
MI300X is 5.11x faster
VRAM
0.25x
MI300X has 4.00x more
Memory Bandwidth
0.28x
MI300X has 3.53x more
AMD MI325X
Compute (FP32-eq)
0.18x
MI325X is 5.47x faster
VRAM
0.19x
MI325X has 5.33x more
Memory Bandwidth
0.25x
MI325X has 4.00x more
NVIDIA GeForce RTX 4070 Ti Super
Compute (FP32-eq)
2.91x
Need 2.91x GeForce RTX 4070 Ti Super
VRAM
3.00x
Need 3.00x GeForce RTX 4070 Ti Super
Memory Bandwidth
2.23x
Need 2.23x GeForce RTX 4070 Ti Super
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 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 RTX 4070 Ti Super

Intel Habana Gaudi 2
Compute (FP32-eq)
0.20x
Gaudi 2 is 4.91x faster
VRAM
0.17x
Gaudi 2 has 6.00x more
Memory Bandwidth
0.27x
Gaudi 2 has 3.65x more
AMD MI300X
Compute (FP32-eq)
0.07x
MI300X is 14.85x faster
VRAM
0.08x
MI300X has 12.00x more
Memory Bandwidth
0.13x
MI300X has 7.89x more
AMD MI325X
Compute (FP32-eq)
0.06x
MI325X is 15.91x faster
VRAM
0.06x
MI325X has 16.00x more
Memory Bandwidth
0.11x
MI325X has 8.93x more
FuriosaAI RNGD (Renegade)
Compute (FP32-eq)
0.34x
RNGD (Renegade) is 2.91x faster
VRAM
0.33x
RNGD (Renegade) has 3.00x more
Memory Bandwidth
0.45x
RNGD (Renegade) has 2.23x more
NVIDIA GeForce GT 730
Compute (FP32-eq)
63.49x
Need 63.49x GeForce GT 730
VRAM
8.00x
Need 8.00x GeForce GT 730
Memory Bandwidth
23.58x
Need 23.58x GeForce GT 730
NVIDIA A100 SXM
Compute (FP32-eq)
0.28x
A100 SXM is 3.55x faster
VRAM
0.20x
A100 SXM has 5.00x more
Memory Bandwidth
0.33x
A100 SXM has 3.03x more

To match 1x NVIDIA GeForce GT 730

Intel Habana Gaudi 2
Compute (FP32-eq)
0.00x
Gaudi 2 is 311.69x faster
VRAM
0.02x
Gaudi 2 has 48.00x more
Memory Bandwidth
0.01x
Gaudi 2 has 85.96x more
AMD MI300X
Compute (FP32-eq)
0.00x
MI300X is 943.00x faster
FP32 Compute
0.00x
MI300X is 235.79x faster
VRAM
0.01x
MI300X has 96.00x more
Memory Bandwidth
0.01x
MI300X has 185.96x more
AMD MI325X
Compute (FP32-eq)
0.00x
MI325X is 1010.10x faster
FP32 Compute
0.00x
MI325X is 298.70x faster
VRAM
0.01x
MI325X has 128.00x more
Memory Bandwidth
0.00x
MI325X has 210.53x 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 4070 Ti Super
Compute (FP32-eq)
0.02x
GeForce RTX 4070 Ti Super is 63.49x faster
VRAM
0.13x
GeForce RTX 4070 Ti Super has 8.00x more
Memory Bandwidth
0.04x
GeForce RTX 4070 Ti Super has 23.58x 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 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
AMD MI300X
Compute (FP32-eq)
0.24x
MI300X is 4.19x faster
FP32 Compute
0.12x
MI300X is 8.38x faster
VRAM
0.42x
MI300X has 2.40x more
Memory Bandwidth
0.38x
MI300X has 2.60x more
AMD MI325X
Compute (FP32-eq)
0.22x
MI325X is 4.49x faster
FP32 Compute
0.09x
MI325X is 10.62x faster
VRAM
0.31x
MI325X has 3.20x more
Memory Bandwidth
0.34x
MI325X has 2.94x 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 RTX 4070 Ti Super
Compute (FP32-eq)
3.55x
Need 3.55x GeForce RTX 4070 Ti Super
VRAM
5.00x
Need 5.00x GeForce RTX 4070 Ti Super
Memory Bandwidth
3.03x
Need 3.03x GeForce RTX 4070 Ti Super
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

Pricing

Price TypeGaudi 2MI300XMI325XRNGD (Renegade)GeForce RTX 4070 Ti SuperGeForce GT 730A100 SXM
CAPEX (Street Price)—$35,000$45,000———$15,000
OPEX (per hour)—$10.40/hr$36.92/hr—$0.12/hr$0.04/hr$4.05/hr
Price per TFLOPs (FP32-eq)—$54$64———$96