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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

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 3AMD MI300XNVIDIA RTX 6000 Ada GenerationNVIDIA GeForce GTX 1650NVIDIA GeForce RTX 3080 TiNVIDIA GeForce RTX 3090
ArchitectureGaudi Gen3CDNA 3Ada LovelaceTuringAmpereAmpere
Form FactorOAMOAMPCIePCIePCIePCIe
VRAM128 GB192 GB48 GB4 GB12 GB24 GB
Memory Bandwidth3,700 GB/s5,300 GB/s960 GB/s128 GB/s912 GB/s936 GB/s
TFLOPs (FP32)—163.491.12.98434.135.6
TFLOPs (FP16)—1,307————
TFLOPs1,8351,307182.52.98468.471
TFLOPs (FP8)3,6702,614————
TDP900 W750 W300 W75 W350 W350 W
Launch DateApr 2024Dec 2023Sep 2022Apr 2019Jun 2021Sep 2020

Efficiency Metrics

MetricGaudi 3MI300XRTX 6000 Ada GenerationGeForce GTX 1650GeForce RTX 3080 TiGeForce RTX 3090
TFLOPs per Watt (FP32-eq)1.020.870.300.040.100.10
Memory Bandwidth per GB28.9 GB/s27.6 GB/s20.0 GB/s32.0 GB/s76.0 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

AMD MI300X
Compute (FP32-eq)
1.40x
Need 1.40x MI300X
VRAM
0.67x
MI300X has 1.50x more
Memory Bandwidth
0.70x
MI300X has 1.43x more
NVIDIA RTX 6000 Ada Generation
Compute (FP32-eq)
10.05x
Need 10.05x RTX 6000 Ada Generation
VRAM
2.67x
Need 2.67x RTX 6000 Ada Generation
Memory Bandwidth
3.85x
Need 3.85x RTX 6000 Ada Generation
NVIDIA GeForce GTX 1650
Compute (FP32-eq)
307.47x
Need 307.47x GeForce GTX 1650
VRAM
32.00x
Need 32.00x GeForce GTX 1650
Memory Bandwidth
28.91x
Need 28.91x GeForce GTX 1650
NVIDIA GeForce RTX 3080 Ti
Compute (FP32-eq)
26.83x
Need 26.83x GeForce RTX 3080 Ti
VRAM
10.67x
Need 10.67x GeForce RTX 3080 Ti
Memory Bandwidth
4.06x
Need 4.06x GeForce RTX 3080 Ti
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 AMD MI300X

Intel Habana Gaudi 3
Compute (FP32-eq)
0.71x
Gaudi 3 is 1.40x faster
VRAM
1.50x
Need 1.50x Gaudi 3
Memory Bandwidth
1.43x
Need 1.43x Gaudi 3
NVIDIA RTX 6000 Ada Generation
Compute (FP32-eq)
7.16x
Need 7.16x RTX 6000 Ada Generation
FP32 Compute
1.79x
Need 1.79x RTX 6000 Ada Generation
VRAM
4.00x
Need 4.00x RTX 6000 Ada Generation
Memory Bandwidth
5.52x
Need 5.52x RTX 6000 Ada Generation
NVIDIA GeForce GTX 1650
Compute (FP32-eq)
219.00x
Need 219.00x GeForce GTX 1650
FP32 Compute
54.76x
Need 54.76x GeForce GTX 1650
VRAM
48.00x
Need 48.00x GeForce GTX 1650
Memory Bandwidth
41.41x
Need 41.41x GeForce GTX 1650
NVIDIA GeForce RTX 3080 Ti
Compute (FP32-eq)
19.11x
Need 19.11x GeForce RTX 3080 Ti
FP32 Compute
4.79x
Need 4.79x GeForce RTX 3080 Ti
VRAM
16.00x
Need 16.00x GeForce RTX 3080 Ti
Memory Bandwidth
5.81x
Need 5.81x GeForce RTX 3080 Ti
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
18.41x
Need 18.41x GeForce RTX 3090
FP32 Compute
4.59x
Need 4.59x GeForce RTX 3090
VRAM
8.00x
Need 8.00x GeForce RTX 3090
Memory Bandwidth
5.66x
Need 5.66x GeForce RTX 3090

To match 1x NVIDIA RTX 6000 Ada Generation

Intel Habana Gaudi 3
Compute (FP32-eq)
0.10x
Gaudi 3 is 10.05x faster
VRAM
0.38x
Gaudi 3 has 2.67x more
Memory Bandwidth
0.26x
Gaudi 3 has 3.85x more
AMD MI300X
Compute (FP32-eq)
0.14x
MI300X is 7.16x faster
FP32 Compute
0.56x
MI300X is 1.79x faster
VRAM
0.25x
MI300X has 4.00x more
Memory Bandwidth
0.18x
MI300X has 5.52x more
NVIDIA GeForce GTX 1650
Compute (FP32-eq)
30.58x
Need 30.58x GeForce GTX 1650
FP32 Compute
30.53x
Need 30.53x GeForce GTX 1650
VRAM
12.00x
Need 12.00x GeForce GTX 1650
Memory Bandwidth
7.50x
Need 7.50x GeForce GTX 1650
NVIDIA GeForce RTX 3080 Ti
Compute (FP32-eq)
2.67x
Need 2.67x GeForce RTX 3080 Ti
FP32 Compute
2.67x
Need 2.67x GeForce RTX 3080 Ti
VRAM
4.00x
Need 4.00x GeForce RTX 3080 Ti
Memory Bandwidth
1.05x
Need 1.05x GeForce RTX 3080 Ti
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
2.57x
Need 2.57x GeForce RTX 3090
FP32 Compute
2.56x
Need 2.56x GeForce RTX 3090
VRAM
2.00x
Need 2.00x GeForce RTX 3090
Memory Bandwidth
1.03x
Need 1.03x GeForce RTX 3090

To match 1x NVIDIA GeForce GTX 1650

Intel Habana Gaudi 3
Compute (FP32-eq)
0.00x
Gaudi 3 is 307.47x faster
VRAM
0.03x
Gaudi 3 has 32.00x more
Memory Bandwidth
0.03x
Gaudi 3 has 28.91x more
AMD MI300X
Compute (FP32-eq)
0.00x
MI300X is 219.00x faster
FP32 Compute
0.02x
MI300X is 54.76x faster
VRAM
0.02x
MI300X has 48.00x more
Memory Bandwidth
0.02x
MI300X has 41.41x more
NVIDIA RTX 6000 Ada Generation
Compute (FP32-eq)
0.03x
RTX 6000 Ada Generation is 30.58x faster
FP32 Compute
0.03x
RTX 6000 Ada Generation is 30.53x faster
VRAM
0.08x
RTX 6000 Ada Generation has 12.00x more
Memory Bandwidth
0.13x
RTX 6000 Ada Generation has 7.50x more
NVIDIA GeForce RTX 3080 Ti
Compute (FP32-eq)
0.09x
GeForce RTX 3080 Ti is 11.46x faster
FP32 Compute
0.09x
GeForce RTX 3080 Ti is 11.43x faster
VRAM
0.33x
GeForce RTX 3080 Ti has 3.00x more
Memory Bandwidth
0.14x
GeForce RTX 3080 Ti has 7.13x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.08x
GeForce RTX 3090 is 11.90x faster
FP32 Compute
0.08x
GeForce RTX 3090 is 11.93x faster
VRAM
0.17x
GeForce RTX 3090 has 6.00x more
Memory Bandwidth
0.14x
GeForce RTX 3090 has 7.31x more

To match 1x NVIDIA GeForce RTX 3080 Ti

Intel Habana Gaudi 3
Compute (FP32-eq)
0.04x
Gaudi 3 is 26.83x faster
VRAM
0.09x
Gaudi 3 has 10.67x more
Memory Bandwidth
0.25x
Gaudi 3 has 4.06x more
AMD MI300X
Compute (FP32-eq)
0.05x
MI300X is 19.11x faster
FP32 Compute
0.21x
MI300X is 4.79x faster
VRAM
0.06x
MI300X has 16.00x more
Memory Bandwidth
0.17x
MI300X has 5.81x more
NVIDIA RTX 6000 Ada Generation
Compute (FP32-eq)
0.37x
RTX 6000 Ada Generation is 2.67x faster
FP32 Compute
0.37x
RTX 6000 Ada Generation is 2.67x faster
VRAM
0.25x
RTX 6000 Ada Generation has 4.00x more
Memory Bandwidth
0.95x
RTX 6000 Ada Generation has 1.05x more
NVIDIA GeForce GTX 1650
Compute (FP32-eq)
11.46x
Need 11.46x GeForce GTX 1650
FP32 Compute
11.43x
Need 11.43x GeForce GTX 1650
VRAM
3.00x
Need 3.00x GeForce GTX 1650
Memory Bandwidth
7.13x
Need 7.13x GeForce GTX 1650
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.96x
GeForce RTX 3090 is 1.04x faster
FP32 Compute
0.96x
GeForce RTX 3090 is 1.04x faster
VRAM
0.50x
GeForce RTX 3090 has 2.00x more
Memory Bandwidth
0.97x
GeForce RTX 3090 has 1.03x 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
AMD MI300X
Compute (FP32-eq)
0.05x
MI300X is 18.41x faster
FP32 Compute
0.22x
MI300X is 4.59x faster
VRAM
0.13x
MI300X has 8.00x more
Memory Bandwidth
0.18x
MI300X has 5.66x more
NVIDIA RTX 6000 Ada Generation
Compute (FP32-eq)
0.39x
RTX 6000 Ada Generation is 2.57x faster
FP32 Compute
0.39x
RTX 6000 Ada Generation is 2.56x faster
VRAM
0.50x
RTX 6000 Ada Generation has 2.00x more
Memory Bandwidth
0.97x
RTX 6000 Ada Generation has 1.03x more
NVIDIA GeForce GTX 1650
Compute (FP32-eq)
11.90x
Need 11.90x GeForce GTX 1650
FP32 Compute
11.93x
Need 11.93x GeForce GTX 1650
VRAM
6.00x
Need 6.00x GeForce GTX 1650
Memory Bandwidth
7.31x
Need 7.31x GeForce GTX 1650
NVIDIA GeForce RTX 3080 Ti
Compute (FP32-eq)
1.04x
Need 1.04x GeForce RTX 3080 Ti
FP32 Compute
1.04x
Need 1.04x GeForce RTX 3080 Ti
VRAM
2.00x
Need 2.00x GeForce RTX 3080 Ti
Memory Bandwidth
1.03x
Need 1.03x GeForce RTX 3080 Ti

Pricing

Price TypeGaudi 3MI300XRTX 6000 Ada GenerationGeForce GTX 1650GeForce RTX 3080 TiGeForce RTX 3090
CAPEX (Street Price)$15,000$35,000————
OPEX (per hour)$1.20/hr$10.40/hr$0.33/hr$0.04/hr$0.10/hr$0.11/hr
Price per TFLOPs (FP32-eq)$16$54————