Compare XPUs

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Showing 128 XPUs • 9 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 2Groq LPU Inference EngineNVIDIA T4GNVIDIA GeForce GTX 1050 TiNVIDIA GeForce RTX 3090NVIDIA L40NVIDIA A100 SXMNVIDIA RTX 4000NVIDIA Quadro M4000
ArchitectureGaudi Gen2TSP (Tensor Streaming Processor)TuringPascalAmpereAda LovelaceAmpereTuringMaxwell
Form FactorOAM—PCIePCIePCIePCIeSXMPCIePCIe
VRAM96 GB230 GB16 GB4 GB24 GB48 GB80 GB8 GB8 GB
Memory Bandwidth2,450 GB/s—320 GB/s112 GB/s936 GB/s864 GB/s2,039 GB/s416 GB/s192 GB/s
TFLOPs (FP32)——8.12.13835.64519.57.12.57
TFLOPs (FP16)——————312——
TFLOPs432—652.13871181.0531257.62.57
TFLOPs (FP8)—————————
TDP600 W300 W70 W75 W350 W300 W400 W160 W120 W
Launch DateMay 2022Feb 2024May 2020Oct 2016Sep 2020Oct 2022May 2020Nov 2018Jun 2015

Efficiency Metrics

MetricGaudi 2LPU Inference EngineT4GGeForce GTX 1050 TiGeForce RTX 3090L40A100 SXMRTX 4000Quadro M4000
TFLOPs per Watt (FP32-eq)0.36—0.460.030.100.300.390.180.02
Memory Bandwidth per GB25.5 GB/s—20.0 GB/s28.0 GB/s39.0 GB/s18.0 GB/s25.5 GB/s52.0 GB/s24.0 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

Groq LPU Inference Engine
VRAM
0.42x
LPU Inference Engine has 2.40x more
NVIDIA T4G
Compute (FP32-eq)
6.65x
Need 6.65x T4G
VRAM
6.00x
Need 6.00x T4G
Memory Bandwidth
7.66x
Need 7.66x T4G
NVIDIA GeForce GTX 1050 Ti
Compute (FP32-eq)
101.03x
Need 101.03x GeForce GTX 1050 Ti
VRAM
24.00x
Need 24.00x GeForce GTX 1050 Ti
Memory Bandwidth
21.88x
Need 21.88x GeForce GTX 1050 Ti
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 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
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 RTX 4000
Compute (FP32-eq)
7.50x
Need 7.50x RTX 4000
VRAM
12.00x
Need 12.00x RTX 4000
Memory Bandwidth
5.89x
Need 5.89x RTX 4000
NVIDIA Quadro M4000
Compute (FP32-eq)
84.05x
Need 84.05x Quadro M4000
VRAM
12.00x
Need 12.00x Quadro M4000
Memory Bandwidth
12.76x
Need 12.76x Quadro M4000

To match 1x Groq LPU Inference Engine

Intel Habana Gaudi 2
VRAM
2.40x
Need 2.40x Gaudi 2
NVIDIA T4G
VRAM
14.38x
Need 14.38x T4G
NVIDIA GeForce GTX 1050 Ti
VRAM
57.50x
Need 57.50x GeForce GTX 1050 Ti
NVIDIA GeForce RTX 3090
VRAM
9.58x
Need 9.58x GeForce RTX 3090
NVIDIA L40
VRAM
4.79x
Need 4.79x L40
NVIDIA A100 SXM
VRAM
2.88x
Need 2.88x A100 SXM
NVIDIA RTX 4000
VRAM
28.75x
Need 28.75x RTX 4000
NVIDIA Quadro M4000
VRAM
28.75x
Need 28.75x Quadro M4000

To match 1x NVIDIA T4G

Intel Habana Gaudi 2
Compute (FP32-eq)
0.15x
Gaudi 2 is 6.65x faster
VRAM
0.17x
Gaudi 2 has 6.00x more
Memory Bandwidth
0.13x
Gaudi 2 has 7.66x more
Groq LPU Inference Engine
VRAM
0.07x
LPU Inference Engine has 14.38x more
NVIDIA GeForce GTX 1050 Ti
Compute (FP32-eq)
15.20x
Need 15.20x GeForce GTX 1050 Ti
FP32 Compute
3.79x
Need 3.79x GeForce GTX 1050 Ti
VRAM
4.00x
Need 4.00x GeForce GTX 1050 Ti
Memory Bandwidth
2.86x
Need 2.86x GeForce GTX 1050 Ti
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.92x
GeForce RTX 3090 is 1.09x faster
FP32 Compute
0.23x
GeForce RTX 3090 is 4.40x faster
VRAM
0.67x
GeForce RTX 3090 has 1.50x more
Memory Bandwidth
0.34x
GeForce RTX 3090 has 2.92x more
NVIDIA L40
Compute (FP32-eq)
0.36x
L40 is 2.79x faster
FP32 Compute
0.18x
L40 is 5.56x faster
VRAM
0.33x
L40 has 3.00x more
Memory Bandwidth
0.37x
L40 has 2.70x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.21x
A100 SXM is 4.80x faster
FP32 Compute
0.42x
A100 SXM is 2.41x faster
VRAM
0.20x
A100 SXM has 5.00x more
Memory Bandwidth
0.16x
A100 SXM has 6.37x more
NVIDIA RTX 4000
Compute (FP32-eq)
1.13x
Need 1.13x RTX 4000
FP32 Compute
1.14x
Need 1.14x RTX 4000
VRAM
2.00x
Need 2.00x RTX 4000
Memory Bandwidth
0.77x
RTX 4000 has 1.30x more
NVIDIA Quadro M4000
Compute (FP32-eq)
12.65x
Need 12.65x Quadro M4000
FP32 Compute
3.15x
Need 3.15x Quadro M4000
VRAM
2.00x
Need 2.00x Quadro M4000
Memory Bandwidth
1.67x
Need 1.67x Quadro M4000

To match 1x NVIDIA GeForce GTX 1050 Ti

Intel Habana Gaudi 2
Compute (FP32-eq)
0.01x
Gaudi 2 is 101.03x faster
VRAM
0.04x
Gaudi 2 has 24.00x more
Memory Bandwidth
0.05x
Gaudi 2 has 21.88x more
Groq LPU Inference Engine
VRAM
0.02x
LPU Inference Engine has 57.50x more
NVIDIA T4G
Compute (FP32-eq)
0.07x
T4G is 15.20x faster
FP32 Compute
0.26x
T4G is 3.79x faster
VRAM
0.25x
T4G has 4.00x more
Memory Bandwidth
0.35x
T4G has 2.86x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.06x
GeForce RTX 3090 is 16.60x faster
FP32 Compute
0.06x
GeForce RTX 3090 is 16.65x faster
VRAM
0.17x
GeForce RTX 3090 has 6.00x more
Memory Bandwidth
0.12x
GeForce RTX 3090 has 8.36x more
NVIDIA L40
Compute (FP32-eq)
0.02x
L40 is 42.34x faster
FP32 Compute
0.05x
L40 is 21.05x faster
VRAM
0.08x
L40 has 12.00x more
Memory Bandwidth
0.13x
L40 has 7.71x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.01x
A100 SXM is 72.97x faster
FP32 Compute
0.11x
A100 SXM is 9.12x faster
VRAM
0.05x
A100 SXM has 20.00x more
Memory Bandwidth
0.05x
A100 SXM has 18.21x more
NVIDIA RTX 4000
Compute (FP32-eq)
0.07x
RTX 4000 is 13.47x faster
FP32 Compute
0.30x
RTX 4000 is 3.32x faster
VRAM
0.50x
RTX 4000 has 2.00x more
Memory Bandwidth
0.27x
RTX 4000 has 3.71x more
NVIDIA Quadro M4000
Compute (FP32-eq)
0.83x
Quadro M4000 is 1.20x faster
FP32 Compute
0.83x
Quadro M4000 is 1.20x faster
VRAM
0.50x
Quadro M4000 has 2.00x more
Memory Bandwidth
0.58x
Quadro M4000 has 1.71x more

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
Groq LPU Inference Engine
VRAM
0.10x
LPU Inference Engine has 9.58x more
NVIDIA T4G
Compute (FP32-eq)
1.09x
Need 1.09x T4G
FP32 Compute
4.40x
Need 4.40x T4G
VRAM
1.50x
Need 1.50x T4G
Memory Bandwidth
2.92x
Need 2.92x T4G
NVIDIA GeForce GTX 1050 Ti
Compute (FP32-eq)
16.60x
Need 16.60x GeForce GTX 1050 Ti
FP32 Compute
16.65x
Need 16.65x GeForce GTX 1050 Ti
VRAM
6.00x
Need 6.00x GeForce GTX 1050 Ti
Memory Bandwidth
8.36x
Need 8.36x GeForce GTX 1050 Ti
NVIDIA L40
Compute (FP32-eq)
0.39x
L40 is 2.55x faster
FP32 Compute
0.79x
L40 is 1.26x faster
VRAM
0.50x
L40 has 2.00x more
Memory Bandwidth
1.08x
Need 1.08x L40
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 RTX 4000
Compute (FP32-eq)
1.23x
Need 1.23x RTX 4000
FP32 Compute
5.01x
Need 5.01x RTX 4000
VRAM
3.00x
Need 3.00x RTX 4000
Memory Bandwidth
2.25x
Need 2.25x RTX 4000
NVIDIA Quadro M4000
Compute (FP32-eq)
13.81x
Need 13.81x Quadro M4000
FP32 Compute
13.85x
Need 13.85x Quadro M4000
VRAM
3.00x
Need 3.00x Quadro M4000
Memory Bandwidth
4.88x
Need 4.88x Quadro M4000

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
Groq LPU Inference Engine
VRAM
0.21x
LPU Inference Engine has 4.79x more
NVIDIA T4G
Compute (FP32-eq)
2.79x
Need 2.79x T4G
FP32 Compute
5.56x
Need 5.56x T4G
VRAM
3.00x
Need 3.00x T4G
Memory Bandwidth
2.70x
Need 2.70x T4G
NVIDIA GeForce GTX 1050 Ti
Compute (FP32-eq)
42.34x
Need 42.34x GeForce GTX 1050 Ti
FP32 Compute
21.05x
Need 21.05x GeForce GTX 1050 Ti
VRAM
12.00x
Need 12.00x GeForce GTX 1050 Ti
Memory Bandwidth
7.71x
Need 7.71x GeForce GTX 1050 Ti
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
2.55x
Need 2.55x GeForce RTX 3090
FP32 Compute
1.26x
Need 1.26x GeForce RTX 3090
VRAM
2.00x
Need 2.00x GeForce RTX 3090
Memory Bandwidth
0.92x
GeForce RTX 3090 has 1.08x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.58x
A100 SXM is 1.72x faster
FP32 Compute
2.31x
Need 2.31x A100 SXM
VRAM
0.60x
A100 SXM has 1.67x more
Memory Bandwidth
0.42x
A100 SXM has 2.36x more
NVIDIA RTX 4000
Compute (FP32-eq)
3.14x
Need 3.14x RTX 4000
FP32 Compute
6.34x
Need 6.34x RTX 4000
VRAM
6.00x
Need 6.00x RTX 4000
Memory Bandwidth
2.08x
Need 2.08x RTX 4000
NVIDIA Quadro M4000
Compute (FP32-eq)
35.22x
Need 35.22x Quadro M4000
FP32 Compute
17.51x
Need 17.51x Quadro M4000
VRAM
6.00x
Need 6.00x Quadro M4000
Memory Bandwidth
4.50x
Need 4.50x Quadro M4000

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
Groq LPU Inference Engine
VRAM
0.35x
LPU Inference Engine has 2.88x more
NVIDIA T4G
Compute (FP32-eq)
4.80x
Need 4.80x T4G
FP32 Compute
2.41x
Need 2.41x T4G
VRAM
5.00x
Need 5.00x T4G
Memory Bandwidth
6.37x
Need 6.37x T4G
NVIDIA GeForce GTX 1050 Ti
Compute (FP32-eq)
72.97x
Need 72.97x GeForce GTX 1050 Ti
FP32 Compute
9.12x
Need 9.12x GeForce GTX 1050 Ti
VRAM
20.00x
Need 20.00x GeForce GTX 1050 Ti
Memory Bandwidth
18.21x
Need 18.21x GeForce GTX 1050 Ti
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 L40
Compute (FP32-eq)
1.72x
Need 1.72x L40
FP32 Compute
0.43x
L40 is 2.31x faster
VRAM
1.67x
Need 1.67x L40
Memory Bandwidth
2.36x
Need 2.36x L40
NVIDIA RTX 4000
Compute (FP32-eq)
5.42x
Need 5.42x RTX 4000
FP32 Compute
2.75x
Need 2.75x RTX 4000
VRAM
10.00x
Need 10.00x RTX 4000
Memory Bandwidth
4.90x
Need 4.90x RTX 4000
NVIDIA Quadro M4000
Compute (FP32-eq)
60.70x
Need 60.70x Quadro M4000
FP32 Compute
7.59x
Need 7.59x Quadro M4000
VRAM
10.00x
Need 10.00x Quadro M4000
Memory Bandwidth
10.62x
Need 10.62x Quadro M4000

To match 1x NVIDIA RTX 4000

Intel Habana Gaudi 2
Compute (FP32-eq)
0.13x
Gaudi 2 is 7.50x faster
VRAM
0.08x
Gaudi 2 has 12.00x more
Memory Bandwidth
0.17x
Gaudi 2 has 5.89x more
Groq LPU Inference Engine
VRAM
0.03x
LPU Inference Engine has 28.75x more
NVIDIA T4G
Compute (FP32-eq)
0.89x
T4G is 1.13x faster
FP32 Compute
0.88x
T4G is 1.14x faster
VRAM
0.50x
T4G has 2.00x more
Memory Bandwidth
1.30x
Need 1.30x T4G
NVIDIA GeForce GTX 1050 Ti
Compute (FP32-eq)
13.47x
Need 13.47x GeForce GTX 1050 Ti
FP32 Compute
3.32x
Need 3.32x GeForce GTX 1050 Ti
VRAM
2.00x
Need 2.00x GeForce GTX 1050 Ti
Memory Bandwidth
3.71x
Need 3.71x GeForce GTX 1050 Ti
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.81x
GeForce RTX 3090 is 1.23x faster
FP32 Compute
0.20x
GeForce RTX 3090 is 5.01x faster
VRAM
0.33x
GeForce RTX 3090 has 3.00x more
Memory Bandwidth
0.44x
GeForce RTX 3090 has 2.25x more
NVIDIA L40
Compute (FP32-eq)
0.32x
L40 is 3.14x faster
FP32 Compute
0.16x
L40 is 6.34x faster
VRAM
0.17x
L40 has 6.00x more
Memory Bandwidth
0.48x
L40 has 2.08x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.18x
A100 SXM is 5.42x faster
FP32 Compute
0.36x
A100 SXM is 2.75x faster
VRAM
0.10x
A100 SXM has 10.00x more
Memory Bandwidth
0.20x
A100 SXM has 4.90x more
NVIDIA Quadro M4000
Compute (FP32-eq)
11.21x
Need 11.21x Quadro M4000
FP32 Compute
2.76x
Need 2.76x Quadro M4000
VRAM
1.00x
Quadro M4000 has 1.00x more
Memory Bandwidth
2.17x
Need 2.17x Quadro M4000

To match 1x NVIDIA Quadro M4000

Intel Habana Gaudi 2
Compute (FP32-eq)
0.01x
Gaudi 2 is 84.05x faster
VRAM
0.08x
Gaudi 2 has 12.00x more
Memory Bandwidth
0.08x
Gaudi 2 has 12.76x more
Groq LPU Inference Engine
VRAM
0.03x
LPU Inference Engine has 28.75x more
NVIDIA T4G
Compute (FP32-eq)
0.08x
T4G is 12.65x faster
FP32 Compute
0.32x
T4G is 3.15x faster
VRAM
0.50x
T4G has 2.00x more
Memory Bandwidth
0.60x
T4G has 1.67x more
NVIDIA GeForce GTX 1050 Ti
Compute (FP32-eq)
1.20x
Need 1.20x GeForce GTX 1050 Ti
FP32 Compute
1.20x
Need 1.20x GeForce GTX 1050 Ti
VRAM
2.00x
Need 2.00x GeForce GTX 1050 Ti
Memory Bandwidth
1.71x
Need 1.71x GeForce GTX 1050 Ti
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.07x
GeForce RTX 3090 is 13.81x faster
FP32 Compute
0.07x
GeForce RTX 3090 is 13.85x faster
VRAM
0.33x
GeForce RTX 3090 has 3.00x more
Memory Bandwidth
0.21x
GeForce RTX 3090 has 4.88x more
NVIDIA L40
Compute (FP32-eq)
0.03x
L40 is 35.22x faster
FP32 Compute
0.06x
L40 is 17.51x faster
VRAM
0.17x
L40 has 6.00x more
Memory Bandwidth
0.22x
L40 has 4.50x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.02x
A100 SXM is 60.70x faster
FP32 Compute
0.13x
A100 SXM is 7.59x faster
VRAM
0.10x
A100 SXM has 10.00x more
Memory Bandwidth
0.09x
A100 SXM has 10.62x more
NVIDIA RTX 4000
Compute (FP32-eq)
0.09x
RTX 4000 is 11.21x faster
FP32 Compute
0.36x
RTX 4000 is 2.76x faster
VRAM
1.00x
RTX 4000 has 1.00x more
Memory Bandwidth
0.46x
RTX 4000 has 2.17x more

Pricing

Price TypeGaudi 2LPU Inference EngineT4GGeForce GTX 1050 TiGeForce RTX 3090L40A100 SXMRTX 4000Quadro M4000
CAPEX (Street Price)——————$15,000——
OPEX (per hour)——$0.42/hr$0.04/hr$0.11/hr$0.69/hr$4.05/hr$0.34/hr$0.45/hr
Price per TFLOPs (FP32-eq)——————$96——