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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 2NVIDIA H200 SXMNVIDIA GeForce RTX 4090NVIDIA GeForce RTX 3090NVIDIA GH200NVIDIA A100 SXMNVIDIA GeForce GTX 1080
ArchitectureGaudi Gen2HopperAda LovelaceAmpereHopperAmperePascal
Form FactorOAMSXMPCIePCIeSXMSXMPCIe
VRAM96 GB141 GB24 GB24 GB96 GB80 GB8 GB
Memory Bandwidth2,450 GB/s4,800 GB/s1,008 GB/s936 GB/s4,000 GB/s2,039 GB/s320 GB/s
TFLOPs (FP32)—6782.635.66719.58.873
TFLOPs (FP16)—1,979———312—
TFLOPs4321,979165.2719893128.873
TFLOPs (FP8)—3,958—————
TDP600 W700 W450 W350 W1000 W400 W180 W
Launch DateMay 2022Nov 2023Oct 2022Sep 2020May 2023May 2020May 2016

Efficiency Metrics

MetricGaudi 2H200 SXMGeForce RTX 4090GeForce RTX 3090GH200A100 SXMGeForce GTX 1080
TFLOPs per Watt (FP32-eq)0.361.410.180.100.490.390.05
Memory Bandwidth per GB25.5 GB/s34.0 GB/s42.0 GB/s39.0 GB/s41.7 GB/s25.5 GB/s40.0 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 H200 SXM
Compute (FP32-eq)
0.22x
H200 SXM is 4.58x faster
VRAM
0.68x
H200 SXM has 1.47x more
Memory Bandwidth
0.51x
H200 SXM has 1.96x more
NVIDIA GeForce RTX 4090
Compute (FP32-eq)
2.62x
Need 2.62x GeForce RTX 4090
VRAM
4.00x
Need 4.00x GeForce RTX 4090
Memory Bandwidth
2.43x
Need 2.43x GeForce RTX 4090
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
6.08x
Need 6.08x GeForce RTX 3090
VRAM
4.00x
Need 4.00x GeForce RTX 3090
Memory Bandwidth
2.62x
Need 2.62x GeForce RTX 3090
NVIDIA GH200
Compute (FP32-eq)
0.44x
GH200 is 2.29x faster
VRAM
1.00x
GH200 has 1.00x more
Memory Bandwidth
0.61x
GH200 has 1.63x more
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
NVIDIA GeForce GTX 1080
Compute (FP32-eq)
24.34x
Need 24.34x GeForce GTX 1080
VRAM
12.00x
Need 12.00x GeForce GTX 1080
Memory Bandwidth
7.66x
Need 7.66x GeForce GTX 1080

To match 1x NVIDIA H200 SXM

Intel Habana Gaudi 2
Compute (FP32-eq)
4.58x
Need 4.58x Gaudi 2
VRAM
1.47x
Need 1.47x Gaudi 2
Memory Bandwidth
1.96x
Need 1.96x Gaudi 2
NVIDIA GeForce RTX 4090
Compute (FP32-eq)
11.98x
Need 11.98x GeForce RTX 4090
FP32 Compute
0.81x
GeForce RTX 4090 is 1.23x faster
VRAM
5.88x
Need 5.88x GeForce RTX 4090
Memory Bandwidth
4.76x
Need 4.76x GeForce RTX 4090
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
NVIDIA GH200
Compute (FP32-eq)
2.00x
Need 2.00x GH200
FP32 Compute
1.00x
GH200 is 1.00x faster
VRAM
1.47x
Need 1.47x GH200
Memory Bandwidth
1.20x
Need 1.20x GH200
NVIDIA A100 SXM
Compute (FP32-eq)
6.34x
Need 6.34x A100 SXM
FP32 Compute
3.44x
Need 3.44x A100 SXM
VRAM
1.76x
Need 1.76x A100 SXM
Memory Bandwidth
2.35x
Need 2.35x A100 SXM
NVIDIA GeForce GTX 1080
Compute (FP32-eq)
111.52x
Need 111.52x GeForce GTX 1080
FP32 Compute
7.55x
Need 7.55x GeForce GTX 1080
VRAM
17.63x
Need 17.63x GeForce GTX 1080
Memory Bandwidth
15.00x
Need 15.00x GeForce GTX 1080

To match 1x NVIDIA GeForce RTX 4090

Intel Habana Gaudi 2
Compute (FP32-eq)
0.38x
Gaudi 2 is 2.62x faster
VRAM
0.25x
Gaudi 2 has 4.00x more
Memory Bandwidth
0.41x
Gaudi 2 has 2.43x more
NVIDIA H200 SXM
Compute (FP32-eq)
0.08x
H200 SXM is 11.98x faster
FP32 Compute
1.23x
Need 1.23x H200 SXM
VRAM
0.17x
H200 SXM has 5.88x more
Memory Bandwidth
0.21x
H200 SXM has 4.76x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
2.33x
Need 2.33x GeForce RTX 3090
FP32 Compute
2.32x
Need 2.32x GeForce RTX 3090
VRAM
1.00x
GeForce RTX 3090 has 1.00x more
Memory Bandwidth
1.08x
Need 1.08x GeForce RTX 3090
NVIDIA GH200
Compute (FP32-eq)
0.17x
GH200 is 5.99x faster
FP32 Compute
1.23x
Need 1.23x GH200
VRAM
0.25x
GH200 has 4.00x more
Memory Bandwidth
0.25x
GH200 has 3.97x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.53x
A100 SXM is 1.89x faster
FP32 Compute
4.24x
Need 4.24x A100 SXM
VRAM
0.30x
A100 SXM has 3.33x more
Memory Bandwidth
0.49x
A100 SXM has 2.02x more
NVIDIA GeForce GTX 1080
Compute (FP32-eq)
9.31x
Need 9.31x GeForce GTX 1080
FP32 Compute
9.31x
Need 9.31x GeForce GTX 1080
VRAM
3.00x
Need 3.00x GeForce GTX 1080
Memory Bandwidth
3.15x
Need 3.15x GeForce GTX 1080

To match 1x NVIDIA GeForce RTX 3090

Intel Habana Gaudi 2
Compute (FP32-eq)
0.16x
Gaudi 2 is 6.08x faster
VRAM
0.25x
Gaudi 2 has 4.00x more
Memory Bandwidth
0.38x
Gaudi 2 has 2.62x 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
NVIDIA GeForce RTX 4090
Compute (FP32-eq)
0.43x
GeForce RTX 4090 is 2.33x faster
FP32 Compute
0.43x
GeForce RTX 4090 is 2.32x faster
VRAM
1.00x
GeForce RTX 4090 has 1.00x more
Memory Bandwidth
0.93x
GeForce RTX 4090 has 1.08x more
NVIDIA GH200
Compute (FP32-eq)
0.07x
GH200 is 13.93x faster
FP32 Compute
0.53x
GH200 is 1.88x faster
VRAM
0.25x
GH200 has 4.00x more
Memory Bandwidth
0.23x
GH200 has 4.27x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.23x
A100 SXM is 4.39x faster
FP32 Compute
1.83x
Need 1.83x A100 SXM
VRAM
0.30x
A100 SXM has 3.33x more
Memory Bandwidth
0.46x
A100 SXM has 2.18x more
NVIDIA GeForce GTX 1080
Compute (FP32-eq)
4.00x
Need 4.00x GeForce GTX 1080
FP32 Compute
4.01x
Need 4.01x GeForce GTX 1080
VRAM
3.00x
Need 3.00x GeForce GTX 1080
Memory Bandwidth
2.92x
Need 2.92x GeForce GTX 1080

To match 1x NVIDIA GH200

Intel Habana Gaudi 2
Compute (FP32-eq)
2.29x
Need 2.29x Gaudi 2
VRAM
1.00x
Gaudi 2 has 1.00x more
Memory Bandwidth
1.63x
Need 1.63x Gaudi 2
NVIDIA H200 SXM
Compute (FP32-eq)
0.50x
H200 SXM is 2.00x faster
FP32 Compute
1.00x
H200 SXM is 1.00x faster
VRAM
0.68x
H200 SXM has 1.47x more
Memory Bandwidth
0.83x
H200 SXM has 1.20x more
NVIDIA GeForce RTX 4090
Compute (FP32-eq)
5.99x
Need 5.99x GeForce RTX 4090
FP32 Compute
0.81x
GeForce RTX 4090 is 1.23x faster
VRAM
4.00x
Need 4.00x GeForce RTX 4090
Memory Bandwidth
3.97x
Need 3.97x GeForce RTX 4090
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
13.93x
Need 13.93x GeForce RTX 3090
FP32 Compute
1.88x
Need 1.88x GeForce RTX 3090
VRAM
4.00x
Need 4.00x GeForce RTX 3090
Memory Bandwidth
4.27x
Need 4.27x GeForce RTX 3090
NVIDIA A100 SXM
Compute (FP32-eq)
3.17x
Need 3.17x A100 SXM
FP32 Compute
3.44x
Need 3.44x A100 SXM
VRAM
1.20x
Need 1.20x A100 SXM
Memory Bandwidth
1.96x
Need 1.96x A100 SXM
NVIDIA GeForce GTX 1080
Compute (FP32-eq)
55.73x
Need 55.73x GeForce GTX 1080
FP32 Compute
7.55x
Need 7.55x GeForce GTX 1080
VRAM
12.00x
Need 12.00x GeForce GTX 1080
Memory Bandwidth
12.50x
Need 12.50x GeForce GTX 1080

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
NVIDIA H200 SXM
Compute (FP32-eq)
0.16x
H200 SXM is 6.34x faster
FP32 Compute
0.29x
H200 SXM is 3.44x faster
VRAM
0.57x
H200 SXM has 1.76x more
Memory Bandwidth
0.42x
H200 SXM has 2.35x more
NVIDIA GeForce RTX 4090
Compute (FP32-eq)
1.89x
Need 1.89x GeForce RTX 4090
FP32 Compute
0.24x
GeForce RTX 4090 is 4.24x faster
VRAM
3.33x
Need 3.33x GeForce RTX 4090
Memory Bandwidth
2.02x
Need 2.02x GeForce RTX 4090
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
4.39x
Need 4.39x GeForce RTX 3090
FP32 Compute
0.55x
GeForce RTX 3090 is 1.83x faster
VRAM
3.33x
Need 3.33x GeForce RTX 3090
Memory Bandwidth
2.18x
Need 2.18x GeForce RTX 3090
NVIDIA GH200
Compute (FP32-eq)
0.32x
GH200 is 3.17x faster
FP32 Compute
0.29x
GH200 is 3.44x faster
VRAM
0.83x
GH200 has 1.20x more
Memory Bandwidth
0.51x
GH200 has 1.96x more
NVIDIA GeForce GTX 1080
Compute (FP32-eq)
17.58x
Need 17.58x GeForce GTX 1080
FP32 Compute
2.20x
Need 2.20x GeForce GTX 1080
VRAM
10.00x
Need 10.00x GeForce GTX 1080
Memory Bandwidth
6.37x
Need 6.37x GeForce GTX 1080

To match 1x NVIDIA GeForce GTX 1080

Intel Habana Gaudi 2
Compute (FP32-eq)
0.04x
Gaudi 2 is 24.34x faster
VRAM
0.08x
Gaudi 2 has 12.00x more
Memory Bandwidth
0.13x
Gaudi 2 has 7.66x more
NVIDIA H200 SXM
Compute (FP32-eq)
0.01x
H200 SXM is 111.52x faster
FP32 Compute
0.13x
H200 SXM is 7.55x faster
VRAM
0.06x
H200 SXM has 17.63x more
Memory Bandwidth
0.07x
H200 SXM has 15.00x more
NVIDIA GeForce RTX 4090
Compute (FP32-eq)
0.11x
GeForce RTX 4090 is 9.31x faster
FP32 Compute
0.11x
GeForce RTX 4090 is 9.31x faster
VRAM
0.33x
GeForce RTX 4090 has 3.00x more
Memory Bandwidth
0.32x
GeForce RTX 4090 has 3.15x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.25x
GeForce RTX 3090 is 4.00x faster
FP32 Compute
0.25x
GeForce RTX 3090 is 4.01x faster
VRAM
0.33x
GeForce RTX 3090 has 3.00x more
Memory Bandwidth
0.34x
GeForce RTX 3090 has 2.92x more
NVIDIA GH200
Compute (FP32-eq)
0.02x
GH200 is 55.73x faster
FP32 Compute
0.13x
GH200 is 7.55x faster
VRAM
0.08x
GH200 has 12.00x more
Memory Bandwidth
0.08x
GH200 has 12.50x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.06x
A100 SXM is 17.58x faster
FP32 Compute
0.46x
A100 SXM is 2.20x faster
VRAM
0.10x
A100 SXM has 10.00x more
Memory Bandwidth
0.16x
A100 SXM has 6.37x more

Pricing

Price TypeGaudi 2H200 SXMGeForce RTX 4090GeForce RTX 3090GH200A100 SXMGeForce GTX 1080
CAPEX (Street Price)—$40,000———$15,000—
OPEX (per hour)—$40.96/hr$0.18/hr$0.11/hr$1.49/hr$4.05/hr$0.04/hr
Price per TFLOPs (FP32-eq)—$40———$96—