Compare XPUs

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Showing 128 XPUs • 8 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

SpecificationGroq LPU Inference EngineCerebras WSE-3Enflame Technology CloudBlazer T20NVIDIA A16NVIDIA T4GNVIDIA GeForce RTX 4070 TiNVIDIA GeForce RTX 3090NVIDIA L40
ArchitectureTSP (Tensor Streaming Processor)Wafer Scale EngineGCU (AI Graphics Unit)AmpereTuringAda LovelaceAmpereAda Lovelace
Form Factor———PCIePCIePCIePCIePCIe
VRAM230 GB44 GB32 GB64 GB16 GB12 GB24 GB48 GB
Memory Bandwidth———232 GB/s320 GB/s504 GB/s936 GB/s864 GB/s
TFLOPs (FP32)———9.58.140.135.645
TFLOPs (FP16)————————
TFLOPs———71.26580.1671181.05
TFLOPs (FP8)————————
TDP300 W23000 W250 W250 W70 W285 W350 W300 W
Launch DateFeb 2024Mar 2024Nov 2021Apr 2021May 2020Jan 2023Sep 2020Oct 2022

Efficiency Metrics

MetricLPU Inference EngineWSE-3CloudBlazer T20A16T4GGeForce RTX 4070 TiGeForce RTX 3090L40
TFLOPs per Watt (FP32-eq)———0.140.460.140.100.30
Memory Bandwidth per GB———3.6 GB/s20.0 GB/s42.0 GB/s39.0 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 Groq LPU Inference Engine

Cerebras WSE-3
VRAM
5.23x
Need 5.23x WSE-3
Enflame Technology CloudBlazer T20
VRAM
7.19x
Need 7.19x CloudBlazer T20
NVIDIA A16
VRAM
3.59x
Need 3.59x A16
NVIDIA T4G
VRAM
14.38x
Need 14.38x T4G
NVIDIA GeForce RTX 4070 Ti
VRAM
19.17x
Need 19.17x GeForce RTX 4070 Ti
NVIDIA GeForce RTX 3090
VRAM
9.58x
Need 9.58x GeForce RTX 3090
NVIDIA L40
VRAM
4.79x
Need 4.79x L40

To match 1x Cerebras WSE-3

Groq LPU Inference Engine
VRAM
0.19x
LPU Inference Engine has 5.23x more
Enflame Technology CloudBlazer T20
VRAM
1.38x
Need 1.38x CloudBlazer T20
NVIDIA A16
VRAM
0.69x
A16 has 1.45x more
NVIDIA T4G
VRAM
2.75x
Need 2.75x T4G
NVIDIA GeForce RTX 4070 Ti
VRAM
3.67x
Need 3.67x GeForce RTX 4070 Ti
NVIDIA GeForce RTX 3090
VRAM
1.83x
Need 1.83x GeForce RTX 3090
NVIDIA L40
VRAM
0.92x
L40 has 1.09x more

To match 1x Enflame Technology CloudBlazer T20

Groq LPU Inference Engine
VRAM
0.14x
LPU Inference Engine has 7.19x more
Cerebras WSE-3
VRAM
0.73x
WSE-3 has 1.38x more
NVIDIA A16
VRAM
0.50x
A16 has 2.00x more
NVIDIA T4G
VRAM
2.00x
Need 2.00x T4G
NVIDIA GeForce RTX 4070 Ti
VRAM
2.67x
Need 2.67x GeForce RTX 4070 Ti
NVIDIA GeForce RTX 3090
VRAM
1.33x
Need 1.33x GeForce RTX 3090
NVIDIA L40
VRAM
0.67x
L40 has 1.50x more

To match 1x NVIDIA A16

Groq LPU Inference Engine
VRAM
0.28x
LPU Inference Engine has 3.59x more
Cerebras WSE-3
VRAM
1.45x
Need 1.45x WSE-3
Enflame Technology CloudBlazer T20
VRAM
2.00x
Need 2.00x CloudBlazer T20
NVIDIA T4G
Compute (FP32-eq)
1.10x
Need 1.10x T4G
FP32 Compute
1.17x
Need 1.17x T4G
VRAM
4.00x
Need 4.00x T4G
Memory Bandwidth
0.72x
T4G has 1.38x more
NVIDIA GeForce RTX 4070 Ti
Compute (FP32-eq)
0.89x
GeForce RTX 4070 Ti is 1.13x faster
FP32 Compute
0.24x
GeForce RTX 4070 Ti is 4.22x faster
VRAM
5.33x
Need 5.33x GeForce RTX 4070 Ti
Memory Bandwidth
0.46x
GeForce RTX 4070 Ti has 2.17x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
1.00x
Need 1.00x GeForce RTX 3090
FP32 Compute
0.27x
GeForce RTX 3090 is 3.75x faster
VRAM
2.67x
Need 2.67x GeForce RTX 3090
Memory Bandwidth
0.25x
GeForce RTX 3090 has 4.03x more
NVIDIA L40
Compute (FP32-eq)
0.39x
L40 is 2.54x faster
FP32 Compute
0.21x
L40 is 4.74x faster
VRAM
1.33x
Need 1.33x L40
Memory Bandwidth
0.27x
L40 has 3.72x more

To match 1x NVIDIA T4G

Groq LPU Inference Engine
VRAM
0.07x
LPU Inference Engine has 14.38x more
Cerebras WSE-3
VRAM
0.36x
WSE-3 has 2.75x more
Enflame Technology CloudBlazer T20
VRAM
0.50x
CloudBlazer T20 has 2.00x more
NVIDIA A16
Compute (FP32-eq)
0.91x
A16 is 1.10x faster
FP32 Compute
0.85x
A16 is 1.17x faster
VRAM
0.25x
A16 has 4.00x more
Memory Bandwidth
1.38x
Need 1.38x A16
NVIDIA GeForce RTX 4070 Ti
Compute (FP32-eq)
0.81x
GeForce RTX 4070 Ti is 1.23x faster
FP32 Compute
0.20x
GeForce RTX 4070 Ti is 4.95x faster
VRAM
1.33x
Need 1.33x GeForce RTX 4070 Ti
Memory Bandwidth
0.63x
GeForce RTX 4070 Ti has 1.58x more
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

To match 1x NVIDIA GeForce RTX 4070 Ti

Groq LPU Inference Engine
VRAM
0.05x
LPU Inference Engine has 19.17x more
Cerebras WSE-3
VRAM
0.27x
WSE-3 has 3.67x more
Enflame Technology CloudBlazer T20
VRAM
0.38x
CloudBlazer T20 has 2.67x more
NVIDIA A16
Compute (FP32-eq)
1.13x
Need 1.13x A16
FP32 Compute
4.22x
Need 4.22x A16
VRAM
0.19x
A16 has 5.33x more
Memory Bandwidth
2.17x
Need 2.17x A16
NVIDIA T4G
Compute (FP32-eq)
1.23x
Need 1.23x T4G
FP32 Compute
4.95x
Need 4.95x T4G
VRAM
0.75x
T4G has 1.33x more
Memory Bandwidth
1.57x
Need 1.57x T4G
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
1.13x
Need 1.13x GeForce RTX 3090
FP32 Compute
1.13x
Need 1.13x GeForce RTX 3090
VRAM
0.50x
GeForce RTX 3090 has 2.00x more
Memory Bandwidth
0.54x
GeForce RTX 3090 has 1.86x more
NVIDIA L40
Compute (FP32-eq)
0.44x
L40 is 2.26x faster
FP32 Compute
0.89x
L40 is 1.12x faster
VRAM
0.25x
L40 has 4.00x more
Memory Bandwidth
0.58x
L40 has 1.71x more

To match 1x NVIDIA GeForce RTX 3090

Groq LPU Inference Engine
VRAM
0.10x
LPU Inference Engine has 9.58x more
Cerebras WSE-3
VRAM
0.55x
WSE-3 has 1.83x more
Enflame Technology CloudBlazer T20
VRAM
0.75x
CloudBlazer T20 has 1.33x more
NVIDIA A16
Compute (FP32-eq)
1.00x
A16 is 1.00x faster
FP32 Compute
3.75x
Need 3.75x A16
VRAM
0.38x
A16 has 2.67x more
Memory Bandwidth
4.03x
Need 4.03x A16
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 RTX 4070 Ti
Compute (FP32-eq)
0.89x
GeForce RTX 4070 Ti is 1.13x faster
FP32 Compute
0.89x
GeForce RTX 4070 Ti is 1.13x faster
VRAM
2.00x
Need 2.00x GeForce RTX 4070 Ti
Memory Bandwidth
1.86x
Need 1.86x GeForce RTX 4070 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

To match 1x NVIDIA L40

Groq LPU Inference Engine
VRAM
0.21x
LPU Inference Engine has 4.79x more
Cerebras WSE-3
VRAM
1.09x
Need 1.09x WSE-3
Enflame Technology CloudBlazer T20
VRAM
1.50x
Need 1.50x CloudBlazer T20
NVIDIA A16
Compute (FP32-eq)
2.54x
Need 2.54x A16
FP32 Compute
4.74x
Need 4.74x A16
VRAM
0.75x
A16 has 1.33x more
Memory Bandwidth
3.72x
Need 3.72x A16
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 RTX 4070 Ti
Compute (FP32-eq)
2.26x
Need 2.26x GeForce RTX 4070 Ti
FP32 Compute
1.12x
Need 1.12x GeForce RTX 4070 Ti
VRAM
4.00x
Need 4.00x GeForce RTX 4070 Ti
Memory Bandwidth
1.71x
Need 1.71x GeForce RTX 4070 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

Pricing

Price TypeLPU Inference EngineWSE-3CloudBlazer T20A16T4GGeForce RTX 4070 TiGeForce RTX 3090L40
CAPEX (Street Price)————————
OPEX (per hour)———$0.47/hr$0.42/hr$0.10/hr$0.11/hr$0.69/hr
Price per TFLOPs (FP32-eq)————————