Compare XPUs

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Showing 128 XPUs • 5 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

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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 2NVIDIA H100 SXMNVIDIA GeForce RTX 5090NVIDIA RTX 5000 BlackwellNVIDIA L40
ArchitectureGaudi Gen2HopperBlackwellBlackwellAda Lovelace
Form FactorOAMSXMPCIePCIePCIe
VRAM96 GB80 GB32 GB32 GB48 GB
Memory Bandwidth2,450 GB/s3,350 GB/s1,792 GB/s896 GB/s864 GB/s
TFLOPs (FP32)—679212145
TFLOPs (FP16)—1,979———
TFLOPs4321,979318242181.05
TFLOPs (FP8)—3,958———
TDP600 W700 W575 W250 W300 W
Launch DateMay 2022Sep 2022Jan 2025Jan 2025Oct 2022

Efficiency Metrics

MetricGaudi 2H100 SXMGeForce RTX 5090RTX 5000 BlackwellL40
TFLOPs per Watt (FP32-eq)0.361.410.280.480.30
Memory Bandwidth per GB25.5 GB/s41.9 GB/s56.0 GB/s28.0 GB/s18.0 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 2

NVIDIA H100 SXM
Compute (FP32-eq)
0.22x
H100 SXM is 4.58x faster
VRAM
1.20x
Need 1.20x H100 SXM
Memory Bandwidth
0.73x
H100 SXM has 1.37x more
NVIDIA GeForce RTX 5090
Compute (FP32-eq)
1.36x
Need 1.36x GeForce RTX 5090
VRAM
3.00x
Need 3.00x GeForce RTX 5090
Memory Bandwidth
1.37x
Need 1.37x GeForce RTX 5090
NVIDIA RTX 5000 Blackwell
Compute (FP32-eq)
1.79x
Need 1.79x RTX 5000 Blackwell
VRAM
3.00x
Need 3.00x RTX 5000 Blackwell
Memory Bandwidth
2.73x
Need 2.73x RTX 5000 Blackwell
NVIDIA L40
Compute (FP32-eq)
2.39x
Need 2.39x L40
VRAM
2.00x
Need 2.00x L40
Memory Bandwidth
2.84x
Need 2.84x L40

To match 1x NVIDIA H100 SXM

Intel Habana Gaudi 2
Compute (FP32-eq)
4.58x
Need 4.58x Gaudi 2
VRAM
0.83x
Gaudi 2 has 1.20x more
Memory Bandwidth
1.37x
Need 1.37x Gaudi 2
NVIDIA GeForce RTX 5090
Compute (FP32-eq)
6.22x
Need 6.22x GeForce RTX 5090
FP32 Compute
0.73x
GeForce RTX 5090 is 1.37x faster
VRAM
2.50x
Need 2.50x GeForce RTX 5090
Memory Bandwidth
1.87x
Need 1.87x GeForce RTX 5090
NVIDIA RTX 5000 Blackwell
Compute (FP32-eq)
8.18x
Need 8.18x RTX 5000 Blackwell
FP32 Compute
0.55x
RTX 5000 Blackwell is 1.81x faster
VRAM
2.50x
Need 2.50x RTX 5000 Blackwell
Memory Bandwidth
3.74x
Need 3.74x RTX 5000 Blackwell
NVIDIA L40
Compute (FP32-eq)
10.93x
Need 10.93x L40
FP32 Compute
1.49x
Need 1.49x L40
VRAM
1.67x
Need 1.67x L40
Memory Bandwidth
3.88x
Need 3.88x L40

To match 1x NVIDIA GeForce RTX 5090

Intel Habana Gaudi 2
Compute (FP32-eq)
0.74x
Gaudi 2 is 1.36x faster
VRAM
0.33x
Gaudi 2 has 3.00x more
Memory Bandwidth
0.73x
Gaudi 2 has 1.37x more
NVIDIA H100 SXM
Compute (FP32-eq)
0.16x
H100 SXM is 6.22x faster
FP32 Compute
1.37x
Need 1.37x H100 SXM
VRAM
0.40x
H100 SXM has 2.50x more
Memory Bandwidth
0.53x
H100 SXM has 1.87x more
NVIDIA RTX 5000 Blackwell
Compute (FP32-eq)
1.31x
Need 1.31x RTX 5000 Blackwell
FP32 Compute
0.76x
RTX 5000 Blackwell is 1.32x faster
VRAM
1.00x
RTX 5000 Blackwell has 1.00x more
Memory Bandwidth
2.00x
Need 2.00x RTX 5000 Blackwell
NVIDIA L40
Compute (FP32-eq)
1.76x
Need 1.76x L40
FP32 Compute
2.04x
Need 2.04x L40
VRAM
0.67x
L40 has 1.50x more
Memory Bandwidth
2.07x
Need 2.07x L40

To match 1x NVIDIA RTX 5000 Blackwell

Intel Habana Gaudi 2
Compute (FP32-eq)
0.56x
Gaudi 2 is 1.79x faster
VRAM
0.33x
Gaudi 2 has 3.00x more
Memory Bandwidth
0.37x
Gaudi 2 has 2.73x more
NVIDIA H100 SXM
Compute (FP32-eq)
0.12x
H100 SXM is 8.18x faster
FP32 Compute
1.81x
Need 1.81x H100 SXM
VRAM
0.40x
H100 SXM has 2.50x more
Memory Bandwidth
0.27x
H100 SXM has 3.74x more
NVIDIA GeForce RTX 5090
Compute (FP32-eq)
0.76x
GeForce RTX 5090 is 1.31x faster
FP32 Compute
1.32x
Need 1.32x GeForce RTX 5090
VRAM
1.00x
GeForce RTX 5090 has 1.00x more
Memory Bandwidth
0.50x
GeForce RTX 5090 has 2.00x more
NVIDIA L40
Compute (FP32-eq)
1.34x
Need 1.34x L40
FP32 Compute
2.69x
Need 2.69x L40
VRAM
0.67x
L40 has 1.50x more
Memory Bandwidth
1.04x
Need 1.04x L40

To match 1x NVIDIA L40

Intel Habana Gaudi 2
Compute (FP32-eq)
0.42x
Gaudi 2 is 2.39x faster
VRAM
0.50x
Gaudi 2 has 2.00x more
Memory Bandwidth
0.35x
Gaudi 2 has 2.84x more
NVIDIA H100 SXM
Compute (FP32-eq)
0.09x
H100 SXM is 10.93x faster
FP32 Compute
0.67x
H100 SXM is 1.49x faster
VRAM
0.60x
H100 SXM has 1.67x more
Memory Bandwidth
0.26x
H100 SXM has 3.88x more
NVIDIA GeForce RTX 5090
Compute (FP32-eq)
0.57x
GeForce RTX 5090 is 1.76x faster
FP32 Compute
0.49x
GeForce RTX 5090 is 2.04x faster
VRAM
1.50x
Need 1.50x GeForce RTX 5090
Memory Bandwidth
0.48x
GeForce RTX 5090 has 2.07x more
NVIDIA RTX 5000 Blackwell
Compute (FP32-eq)
0.75x
RTX 5000 Blackwell is 1.34x faster
FP32 Compute
0.37x
RTX 5000 Blackwell is 2.69x faster
VRAM
1.50x
Need 1.50x RTX 5000 Blackwell
Memory Bandwidth
0.96x
RTX 5000 Blackwell has 1.04x more

Pricing

Price TypeGaudi 2H100 SXMGeForce RTX 5090RTX 5000 BlackwellL40
CAPEX (Street Price)—$30,000———
OPEX (per hour)—$3.50/hr$0.27/hr—$0.69/hr
Price per TFLOPs (FP32-eq)—$30———