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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 3NVIDIA H200 SXMFuriosaAI RNGD (Renegade)NVIDIA RTX 4000 SFF Ada GenerationNVIDIA GeForce RTX 5060 TiNVIDIA B100NVIDIA GeForce RTX 3090
ArchitectureGaudi Gen3HopperTensor Contraction ProcessorAda LovelaceBlackwellBlackwellAmpere
Form FactorOAMSXMPCIePCIePCIeSXMPCIe
VRAM128 GB141 GB48 GB20 GB16 GB192 GB24 GB
Memory Bandwidth3,700 GB/s4,800 GB/s1,500 GB/s360 GB/s544 GB/s8,000 GB/s936 GB/s
TFLOPs (FP32)—67—26.7254535.6
TFLOPs (FP16)—1,979—————
TFLOPs1,8351,97925652881,80071
TFLOPs (FP8)3,6703,958512————
TDP900 W700 W180 W70 W220 W700 W350 W
Launch DateApr 2024Nov 2023Jan 2024Apr 2023Mar 2025Mar 2024Sep 2020

Efficiency Metrics

MetricGaudi 3H200 SXMRNGD (Renegade)RTX 4000 SFF Ada GenerationGeForce RTX 5060 TiB100GeForce RTX 3090
TFLOPs per Watt (FP32-eq)1.021.410.710.370.201.290.10
Memory Bandwidth per GB28.9 GB/s34.0 GB/s31.3 GB/s18.0 GB/s34.0 GB/s41.7 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

NVIDIA H200 SXM
Compute (FP32-eq)
0.93x
H200 SXM is 1.08x faster
VRAM
0.91x
H200 SXM has 1.10x more
Memory Bandwidth
0.77x
H200 SXM has 1.30x more
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 RTX 4000 SFF Ada Generation
Compute (FP32-eq)
35.29x
Need 35.29x RTX 4000 SFF Ada Generation
VRAM
6.40x
Need 6.40x RTX 4000 SFF Ada Generation
Memory Bandwidth
10.28x
Need 10.28x RTX 4000 SFF 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 B100
Compute (FP32-eq)
1.02x
Need 1.02x B100
VRAM
0.67x
B100 has 1.50x more
Memory Bandwidth
0.46x
B100 has 2.16x more
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 NVIDIA H200 SXM

Intel Habana Gaudi 3
Compute (FP32-eq)
1.08x
Need 1.08x Gaudi 3
VRAM
1.10x
Need 1.10x Gaudi 3
Memory Bandwidth
1.30x
Need 1.30x Gaudi 3
FuriosaAI RNGD (Renegade)
Compute (FP32-eq)
7.73x
Need 7.73x RNGD (Renegade)
VRAM
2.94x
Need 2.94x RNGD (Renegade)
Memory Bandwidth
3.20x
Need 3.20x RNGD (Renegade)
NVIDIA RTX 4000 SFF Ada Generation
Compute (FP32-eq)
38.06x
Need 38.06x RTX 4000 SFF Ada Generation
FP32 Compute
2.51x
Need 2.51x RTX 4000 SFF Ada Generation
VRAM
7.05x
Need 7.05x RTX 4000 SFF Ada Generation
Memory Bandwidth
13.33x
Need 13.33x RTX 4000 SFF Ada Generation
NVIDIA GeForce RTX 5060 Ti
Compute (FP32-eq)
22.49x
Need 22.49x GeForce RTX 5060 Ti
FP32 Compute
2.68x
Need 2.68x GeForce RTX 5060 Ti
VRAM
8.81x
Need 8.81x GeForce RTX 5060 Ti
Memory Bandwidth
8.82x
Need 8.82x GeForce RTX 5060 Ti
NVIDIA B100
Compute (FP32-eq)
1.10x
Need 1.10x B100
FP32 Compute
1.49x
Need 1.49x B100
VRAM
0.73x
B100 has 1.36x more
Memory Bandwidth
0.60x
B100 has 1.67x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
27.87x
Need 27.87x GeForce RTX 3090
FP32 Compute
1.88x
Need 1.88x GeForce RTX 3090
VRAM
5.88x
Need 5.88x GeForce RTX 3090
Memory Bandwidth
5.13x
Need 5.13x GeForce RTX 3090

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 H200 SXM
Compute (FP32-eq)
0.13x
H200 SXM is 7.73x faster
VRAM
0.34x
H200 SXM has 2.94x more
Memory Bandwidth
0.31x
H200 SXM has 3.20x more
NVIDIA RTX 4000 SFF Ada Generation
Compute (FP32-eq)
4.92x
Need 4.92x RTX 4000 SFF Ada Generation
VRAM
2.40x
Need 2.40x RTX 4000 SFF Ada Generation
Memory Bandwidth
4.17x
Need 4.17x RTX 4000 SFF Ada Generation
NVIDIA GeForce RTX 5060 Ti
Compute (FP32-eq)
2.91x
Need 2.91x GeForce RTX 5060 Ti
VRAM
3.00x
Need 3.00x GeForce RTX 5060 Ti
Memory Bandwidth
2.76x
Need 2.76x GeForce RTX 5060 Ti
NVIDIA B100
Compute (FP32-eq)
0.14x
B100 is 7.03x faster
VRAM
0.25x
B100 has 4.00x more
Memory Bandwidth
0.19x
B100 has 5.33x more
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

To match 1x NVIDIA RTX 4000 SFF Ada Generation

Intel Habana Gaudi 3
Compute (FP32-eq)
0.03x
Gaudi 3 is 35.29x faster
VRAM
0.16x
Gaudi 3 has 6.40x more
Memory Bandwidth
0.10x
Gaudi 3 has 10.28x more
NVIDIA H200 SXM
Compute (FP32-eq)
0.03x
H200 SXM is 38.06x faster
FP32 Compute
0.40x
H200 SXM is 2.51x faster
VRAM
0.14x
H200 SXM has 7.05x more
Memory Bandwidth
0.07x
H200 SXM has 13.33x more
FuriosaAI RNGD (Renegade)
Compute (FP32-eq)
0.20x
RNGD (Renegade) is 4.92x faster
VRAM
0.42x
RNGD (Renegade) has 2.40x more
Memory Bandwidth
0.24x
RNGD (Renegade) has 4.17x more
NVIDIA GeForce RTX 5060 Ti
Compute (FP32-eq)
0.59x
GeForce RTX 5060 Ti is 1.69x faster
FP32 Compute
1.07x
Need 1.07x GeForce RTX 5060 Ti
VRAM
1.25x
Need 1.25x GeForce RTX 5060 Ti
Memory Bandwidth
0.66x
GeForce RTX 5060 Ti has 1.51x more
NVIDIA B100
Compute (FP32-eq)
0.03x
B100 is 34.62x faster
FP32 Compute
0.59x
B100 is 1.69x faster
VRAM
0.10x
B100 has 9.60x more
Memory Bandwidth
0.04x
B100 has 22.22x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.73x
GeForce RTX 3090 is 1.37x faster
FP32 Compute
0.75x
GeForce RTX 3090 is 1.33x faster
VRAM
0.83x
GeForce RTX 3090 has 1.20x more
Memory Bandwidth
0.38x
GeForce RTX 3090 has 2.60x more

To match 1x NVIDIA GeForce RTX 5060 Ti

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
NVIDIA H200 SXM
Compute (FP32-eq)
0.04x
H200 SXM is 22.49x faster
FP32 Compute
0.37x
H200 SXM is 2.68x faster
VRAM
0.11x
H200 SXM has 8.81x more
Memory Bandwidth
0.11x
H200 SXM has 8.82x 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
0.36x
RNGD (Renegade) has 2.76x more
NVIDIA RTX 4000 SFF Ada Generation
Compute (FP32-eq)
1.69x
Need 1.69x RTX 4000 SFF Ada Generation
FP32 Compute
0.94x
RTX 4000 SFF Ada Generation is 1.07x faster
VRAM
0.80x
RTX 4000 SFF Ada Generation has 1.25x more
Memory Bandwidth
1.51x
Need 1.51x RTX 4000 SFF Ada Generation
NVIDIA B100
Compute (FP32-eq)
0.05x
B100 is 20.45x faster
FP32 Compute
0.56x
B100 is 1.80x faster
VRAM
0.08x
B100 has 12.00x more
Memory Bandwidth
0.07x
B100 has 14.71x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
1.24x
Need 1.24x GeForce RTX 3090
FP32 Compute
0.70x
GeForce RTX 3090 is 1.42x faster
VRAM
0.67x
GeForce RTX 3090 has 1.50x more
Memory Bandwidth
0.58x
GeForce RTX 3090 has 1.72x more

To match 1x NVIDIA B100

Intel Habana Gaudi 3
Compute (FP32-eq)
0.98x
Gaudi 3 is 1.02x faster
VRAM
1.50x
Need 1.50x Gaudi 3
Memory Bandwidth
2.16x
Need 2.16x Gaudi 3
NVIDIA H200 SXM
Compute (FP32-eq)
0.91x
H200 SXM is 1.10x faster
FP32 Compute
0.67x
H200 SXM is 1.49x faster
VRAM
1.36x
Need 1.36x H200 SXM
Memory Bandwidth
1.67x
Need 1.67x H200 SXM
FuriosaAI RNGD (Renegade)
Compute (FP32-eq)
7.03x
Need 7.03x RNGD (Renegade)
VRAM
4.00x
Need 4.00x RNGD (Renegade)
Memory Bandwidth
5.33x
Need 5.33x RNGD (Renegade)
NVIDIA RTX 4000 SFF Ada Generation
Compute (FP32-eq)
34.62x
Need 34.62x RTX 4000 SFF Ada Generation
FP32 Compute
1.69x
Need 1.69x RTX 4000 SFF Ada Generation
VRAM
9.60x
Need 9.60x RTX 4000 SFF Ada Generation
Memory Bandwidth
22.22x
Need 22.22x RTX 4000 SFF Ada Generation
NVIDIA GeForce RTX 5060 Ti
Compute (FP32-eq)
20.45x
Need 20.45x GeForce RTX 5060 Ti
FP32 Compute
1.80x
Need 1.80x GeForce RTX 5060 Ti
VRAM
12.00x
Need 12.00x GeForce RTX 5060 Ti
Memory Bandwidth
14.71x
Need 14.71x GeForce RTX 5060 Ti
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
25.35x
Need 25.35x GeForce RTX 3090
FP32 Compute
1.26x
Need 1.26x GeForce RTX 3090
VRAM
8.00x
Need 8.00x GeForce RTX 3090
Memory Bandwidth
8.55x
Need 8.55x GeForce RTX 3090

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
NVIDIA H200 SXM
Compute (FP32-eq)
0.04x
H200 SXM is 27.87x faster
FP32 Compute
0.53x
H200 SXM is 1.88x faster
VRAM
0.17x
H200 SXM has 5.88x more
Memory Bandwidth
0.20x
H200 SXM has 5.13x 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 RTX 4000 SFF Ada Generation
Compute (FP32-eq)
1.37x
Need 1.37x RTX 4000 SFF Ada Generation
FP32 Compute
1.33x
Need 1.33x RTX 4000 SFF Ada Generation
VRAM
1.20x
Need 1.20x RTX 4000 SFF Ada Generation
Memory Bandwidth
2.60x
Need 2.60x RTX 4000 SFF Ada Generation
NVIDIA GeForce RTX 5060 Ti
Compute (FP32-eq)
0.81x
GeForce RTX 5060 Ti is 1.24x faster
FP32 Compute
1.42x
Need 1.42x GeForce RTX 5060 Ti
VRAM
1.50x
Need 1.50x GeForce RTX 5060 Ti
Memory Bandwidth
1.72x
Need 1.72x GeForce RTX 5060 Ti
NVIDIA B100
Compute (FP32-eq)
0.04x
B100 is 25.35x faster
FP32 Compute
0.79x
B100 is 1.26x faster
VRAM
0.13x
B100 has 8.00x more
Memory Bandwidth
0.12x
B100 has 8.55x more

Pricing

Price TypeGaudi 3H200 SXMRNGD (Renegade)RTX 4000 SFF Ada GenerationGeForce RTX 5060 TiB100GeForce RTX 3090
CAPEX (Street Price)$15,000$40,000—————
OPEX (per hour)$1.20/hr$40.96/hr—$0.15/hr$0.09/hr—$0.11/hr
Price per TFLOPs (FP32-eq)$16$40—————