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Showing 128 XPUs • 8 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 2Intel Habana Gaudi 3SambaNova SN40LGraphcore Bow IPUNVIDIA RTX 4500 Ada GenerationNVIDIA GeForce RTX 5060 TiNVIDIA RTX A4000NVIDIA A100 SXM
ArchitectureGaudi Gen2Gaudi Gen3Reconfigurable Dataflow Unit (RDU)Bow-2000Ada LovelaceBlackwellAmpereAmpere
Form FactorOAMOAM——PCIePCIePCIeSXM
VRAM96 GB128 GB640 GB3.6 GB24 GB16 GB16 GB80 GB
Memory Bandwidth2,450 GB/s3,700 GB/s——576 GB/s544 GB/s448 GB/s2,039 GB/s
TFLOPs (FP32)————48.52519.219.5
TFLOPs (FP16)———1,000———312
TFLOPs4321,835——978838.7312
TFLOPs (FP8)—3,670——————
TDP600 W900 W700 W200 W210 W220 W140 W400 W
Launch DateMay 2022Apr 2024Jan 2024Mar 2022Mar 2023Mar 2025Apr 2021May 2020

Efficiency Metrics

MetricGaudi 2Gaudi 3SN40LBow IPURTX 4500 Ada GenerationGeForce RTX 5060 TiRTX A4000A100 SXM
TFLOPs per Watt (FP32-eq)0.361.02——0.230.200.140.39
Memory Bandwidth per GB25.5 GB/s28.9 GB/s——24.0 GB/s34.0 GB/s28.0 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 2

Intel Habana Gaudi 3
Compute (FP32-eq)
0.24x
Gaudi 3 is 4.25x faster
VRAM
0.75x
Gaudi 3 has 1.33x more
Memory Bandwidth
0.66x
Gaudi 3 has 1.51x more
SambaNova SN40L
VRAM
0.15x
SN40L has 6.67x more
Graphcore Bow IPU
VRAM
26.67x
Need 26.67x Bow IPU
NVIDIA RTX 4500 Ada Generation
Compute (FP32-eq)
4.45x
Need 4.45x RTX 4500 Ada Generation
VRAM
4.00x
Need 4.00x RTX 4500 Ada Generation
Memory Bandwidth
4.25x
Need 4.25x RTX 4500 Ada Generation
NVIDIA GeForce RTX 5060 Ti
Compute (FP32-eq)
4.91x
Need 4.91x GeForce RTX 5060 Ti
VRAM
6.00x
Need 6.00x GeForce RTX 5060 Ti
Memory Bandwidth
4.50x
Need 4.50x GeForce RTX 5060 Ti
NVIDIA RTX A4000
Compute (FP32-eq)
11.16x
Need 11.16x RTX A4000
VRAM
6.00x
Need 6.00x RTX A4000
Memory Bandwidth
5.47x
Need 5.47x RTX A4000
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 Intel Habana Gaudi 3

Intel Habana Gaudi 2
Compute (FP32-eq)
4.25x
Need 4.25x Gaudi 2
VRAM
1.33x
Need 1.33x Gaudi 2
Memory Bandwidth
1.51x
Need 1.51x Gaudi 2
SambaNova SN40L
VRAM
0.20x
SN40L has 5.00x more
Graphcore Bow IPU
VRAM
35.56x
Need 35.56x Bow IPU
NVIDIA RTX 4500 Ada Generation
Compute (FP32-eq)
18.92x
Need 18.92x RTX 4500 Ada Generation
VRAM
5.33x
Need 5.33x RTX 4500 Ada Generation
Memory Bandwidth
6.42x
Need 6.42x RTX 4500 Ada Generation
NVIDIA GeForce RTX 5060 Ti
Compute (FP32-eq)
20.85x
Need 20.85x GeForce RTX 5060 Ti
VRAM
8.00x
Need 8.00x GeForce RTX 5060 Ti
Memory Bandwidth
6.80x
Need 6.80x GeForce RTX 5060 Ti
NVIDIA RTX A4000
Compute (FP32-eq)
47.42x
Need 47.42x RTX A4000
VRAM
8.00x
Need 8.00x RTX A4000
Memory Bandwidth
8.26x
Need 8.26x RTX A4000
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 SambaNova SN40L

Intel Habana Gaudi 2
VRAM
6.67x
Need 6.67x Gaudi 2
Intel Habana Gaudi 3
VRAM
5.00x
Need 5.00x Gaudi 3
Graphcore Bow IPU
VRAM
177.78x
Need 177.78x Bow IPU
NVIDIA RTX 4500 Ada Generation
VRAM
26.67x
Need 26.67x RTX 4500 Ada Generation
NVIDIA GeForce RTX 5060 Ti
VRAM
40.00x
Need 40.00x GeForce RTX 5060 Ti
NVIDIA RTX A4000
VRAM
40.00x
Need 40.00x RTX A4000
NVIDIA A100 SXM
VRAM
8.00x
Need 8.00x A100 SXM

To match 1x Graphcore Bow IPU

Intel Habana Gaudi 2
VRAM
0.04x
Gaudi 2 has 26.67x more
Intel Habana Gaudi 3
VRAM
0.03x
Gaudi 3 has 35.56x more
SambaNova SN40L
VRAM
0.01x
SN40L has 177.78x more
NVIDIA RTX 4500 Ada Generation
VRAM
0.15x
RTX 4500 Ada Generation has 6.67x more
NVIDIA GeForce RTX 5060 Ti
VRAM
0.23x
GeForce RTX 5060 Ti has 4.44x more
NVIDIA RTX A4000
VRAM
0.23x
RTX A4000 has 4.44x more
NVIDIA A100 SXM
VRAM
0.04x
A100 SXM has 22.22x more

To match 1x NVIDIA RTX 4500 Ada Generation

Intel Habana Gaudi 2
Compute (FP32-eq)
0.22x
Gaudi 2 is 4.45x faster
VRAM
0.25x
Gaudi 2 has 4.00x more
Memory Bandwidth
0.24x
Gaudi 2 has 4.25x more
Intel Habana Gaudi 3
Compute (FP32-eq)
0.05x
Gaudi 3 is 18.92x faster
VRAM
0.19x
Gaudi 3 has 5.33x more
Memory Bandwidth
0.16x
Gaudi 3 has 6.42x more
SambaNova SN40L
VRAM
0.04x
SN40L has 26.67x more
Graphcore Bow IPU
VRAM
6.67x
Need 6.67x Bow IPU
NVIDIA GeForce RTX 5060 Ti
Compute (FP32-eq)
1.10x
Need 1.10x GeForce RTX 5060 Ti
FP32 Compute
1.94x
Need 1.94x GeForce RTX 5060 Ti
VRAM
1.50x
Need 1.50x GeForce RTX 5060 Ti
Memory Bandwidth
1.06x
Need 1.06x GeForce RTX 5060 Ti
NVIDIA RTX A4000
Compute (FP32-eq)
2.51x
Need 2.51x RTX A4000
FP32 Compute
2.53x
Need 2.53x RTX A4000
VRAM
1.50x
Need 1.50x RTX A4000
Memory Bandwidth
1.29x
Need 1.29x RTX A4000
NVIDIA A100 SXM
Compute (FP32-eq)
0.31x
A100 SXM is 3.22x faster
FP32 Compute
2.49x
Need 2.49x A100 SXM
VRAM
0.30x
A100 SXM has 3.33x more
Memory Bandwidth
0.28x
A100 SXM has 3.54x more

To match 1x NVIDIA GeForce RTX 5060 Ti

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
0.22x
Gaudi 2 has 4.50x more
Intel Habana Gaudi 3
Compute (FP32-eq)
0.05x
Gaudi 3 is 20.85x faster
VRAM
0.13x
Gaudi 3 has 8.00x more
Memory Bandwidth
0.15x
Gaudi 3 has 6.80x more
SambaNova SN40L
VRAM
0.03x
SN40L has 40.00x more
Graphcore Bow IPU
VRAM
4.44x
Need 4.44x Bow IPU
NVIDIA RTX 4500 Ada Generation
Compute (FP32-eq)
0.91x
RTX 4500 Ada Generation is 1.10x faster
FP32 Compute
0.52x
RTX 4500 Ada Generation is 1.94x faster
VRAM
0.67x
RTX 4500 Ada Generation has 1.50x more
Memory Bandwidth
0.94x
RTX 4500 Ada Generation has 1.06x more
NVIDIA RTX A4000
Compute (FP32-eq)
2.27x
Need 2.27x RTX A4000
FP32 Compute
1.30x
Need 1.30x RTX A4000
VRAM
1.00x
RTX A4000 has 1.00x more
Memory Bandwidth
1.21x
Need 1.21x RTX A4000
NVIDIA A100 SXM
Compute (FP32-eq)
0.28x
A100 SXM is 3.55x faster
FP32 Compute
1.28x
Need 1.28x A100 SXM
VRAM
0.20x
A100 SXM has 5.00x more
Memory Bandwidth
0.27x
A100 SXM has 3.75x more

To match 1x NVIDIA RTX A4000

Intel Habana Gaudi 2
Compute (FP32-eq)
0.09x
Gaudi 2 is 11.16x faster
VRAM
0.17x
Gaudi 2 has 6.00x more
Memory Bandwidth
0.18x
Gaudi 2 has 5.47x more
Intel Habana Gaudi 3
Compute (FP32-eq)
0.02x
Gaudi 3 is 47.42x faster
VRAM
0.13x
Gaudi 3 has 8.00x more
Memory Bandwidth
0.12x
Gaudi 3 has 8.26x more
SambaNova SN40L
VRAM
0.03x
SN40L has 40.00x more
Graphcore Bow IPU
VRAM
4.44x
Need 4.44x Bow IPU
NVIDIA RTX 4500 Ada Generation
Compute (FP32-eq)
0.40x
RTX 4500 Ada Generation is 2.51x faster
FP32 Compute
0.40x
RTX 4500 Ada Generation is 2.53x faster
VRAM
0.67x
RTX 4500 Ada Generation has 1.50x more
Memory Bandwidth
0.78x
RTX 4500 Ada Generation has 1.29x more
NVIDIA GeForce RTX 5060 Ti
Compute (FP32-eq)
0.44x
GeForce RTX 5060 Ti is 2.27x faster
FP32 Compute
0.77x
GeForce RTX 5060 Ti is 1.30x faster
VRAM
1.00x
GeForce RTX 5060 Ti has 1.00x more
Memory Bandwidth
0.82x
GeForce RTX 5060 Ti has 1.21x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.12x
A100 SXM is 8.06x faster
FP32 Compute
0.98x
A100 SXM is 1.02x faster
VRAM
0.20x
A100 SXM has 5.00x more
Memory Bandwidth
0.22x
A100 SXM has 4.55x 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
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
SambaNova SN40L
VRAM
0.13x
SN40L has 8.00x more
Graphcore Bow IPU
VRAM
22.22x
Need 22.22x Bow IPU
NVIDIA RTX 4500 Ada Generation
Compute (FP32-eq)
3.22x
Need 3.22x RTX 4500 Ada Generation
FP32 Compute
0.40x
RTX 4500 Ada Generation is 2.49x faster
VRAM
3.33x
Need 3.33x RTX 4500 Ada Generation
Memory Bandwidth
3.54x
Need 3.54x RTX 4500 Ada Generation
NVIDIA GeForce RTX 5060 Ti
Compute (FP32-eq)
3.55x
Need 3.55x GeForce RTX 5060 Ti
FP32 Compute
0.78x
GeForce RTX 5060 Ti is 1.28x faster
VRAM
5.00x
Need 5.00x GeForce RTX 5060 Ti
Memory Bandwidth
3.75x
Need 3.75x GeForce RTX 5060 Ti
NVIDIA RTX A4000
Compute (FP32-eq)
8.06x
Need 8.06x RTX A4000
FP32 Compute
1.02x
Need 1.02x RTX A4000
VRAM
5.00x
Need 5.00x RTX A4000
Memory Bandwidth
4.55x
Need 4.55x RTX A4000

Pricing

Price TypeGaudi 2Gaudi 3SN40LBow IPURTX 4500 Ada GenerationGeForce RTX 5060 TiRTX A4000A100 SXM
CAPEX (Street Price)—$15,000—————$15,000
OPEX (per hour)—$1.20/hr———$0.09/hr$0.11/hr$4.05/hr
Price per TFLOPs (FP32-eq)—$16—————$96