Compare XPUs

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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

SpecificationGraphcore Bow IPUNVIDIA L40SNVIDIA RTX 4000 SFF Ada GenerationNVIDIA GeForce RTX 5060 TiNVIDIA GeForce RTX 4070 TiNVIDIA GeForce RTX 3090NVIDIA A100 SXM
ArchitectureBow-2000Ada LovelaceAda LovelaceBlackwellAda LovelaceAmpereAmpere
Form Factor—PCIePCIePCIePCIePCIeSXM
VRAM3.6 GB48 GB20 GB16 GB12 GB24 GB80 GB
Memory Bandwidth—864 GB/s360 GB/s544 GB/s504 GB/s936 GB/s2,039 GB/s
TFLOPs (FP32)—91.626.72540.135.619.5
TFLOPs (FP16)1,000733————312
TFLOPs—733528880.1671312
TFLOPs (FP8)—1,466—————
TDP200 W350 W70 W220 W285 W350 W400 W
Launch DateMar 2022Oct 2023Apr 2023Mar 2025Jan 2023Sep 2020May 2020

Efficiency Metrics

MetricBow IPUL40SRTX 4000 SFF Ada GenerationGeForce RTX 5060 TiGeForce RTX 4070 TiGeForce RTX 3090A100 SXM
TFLOPs per Watt (FP32-eq)—1.050.370.200.140.100.39
Memory Bandwidth per GB—18.0 GB/s18.0 GB/s34.0 GB/s42.0 GB/s39.0 GB/s25.5 GB/s

Performance Equivalence

How many units of each GPU are needed to match the performance of the others?

To match 1x Graphcore Bow IPU

NVIDIA L40S
VRAM
0.07x
L40S has 13.33x more
NVIDIA RTX 4000 SFF Ada Generation
VRAM
0.18x
RTX 4000 SFF Ada Generation has 5.56x more
NVIDIA GeForce RTX 5060 Ti
VRAM
0.23x
GeForce RTX 5060 Ti has 4.44x more
NVIDIA GeForce RTX 4070 Ti
VRAM
0.30x
GeForce RTX 4070 Ti has 3.33x more
NVIDIA GeForce RTX 3090
VRAM
0.15x
GeForce RTX 3090 has 6.67x more
NVIDIA A100 SXM
VRAM
0.04x
A100 SXM has 22.22x more

To match 1x NVIDIA L40S

Graphcore Bow IPU
VRAM
13.33x
Need 13.33x Bow IPU
NVIDIA RTX 4000 SFF Ada Generation
Compute (FP32-eq)
14.10x
Need 14.10x RTX 4000 SFF Ada Generation
FP32 Compute
3.43x
Need 3.43x RTX 4000 SFF Ada Generation
VRAM
2.40x
Need 2.40x RTX 4000 SFF Ada Generation
Memory Bandwidth
2.40x
Need 2.40x RTX 4000 SFF Ada Generation
NVIDIA GeForce RTX 5060 Ti
Compute (FP32-eq)
8.33x
Need 8.33x GeForce RTX 5060 Ti
FP32 Compute
3.66x
Need 3.66x GeForce RTX 5060 Ti
VRAM
3.00x
Need 3.00x GeForce RTX 5060 Ti
Memory Bandwidth
1.59x
Need 1.59x GeForce RTX 5060 Ti
NVIDIA GeForce RTX 4070 Ti
Compute (FP32-eq)
9.14x
Need 9.14x GeForce RTX 4070 Ti
FP32 Compute
2.28x
Need 2.28x 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)
10.32x
Need 10.32x GeForce RTX 3090
FP32 Compute
2.57x
Need 2.57x 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)
2.35x
Need 2.35x A100 SXM
FP32 Compute
4.70x
Need 4.70x A100 SXM
VRAM
0.60x
A100 SXM has 1.67x more
Memory Bandwidth
0.42x
A100 SXM has 2.36x more

To match 1x NVIDIA RTX 4000 SFF Ada Generation

Graphcore Bow IPU
VRAM
5.56x
Need 5.56x Bow IPU
NVIDIA L40S
Compute (FP32-eq)
0.07x
L40S is 14.10x faster
FP32 Compute
0.29x
L40S is 3.43x faster
VRAM
0.42x
L40S has 2.40x more
Memory Bandwidth
0.42x
L40S has 2.40x 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 GeForce RTX 4070 Ti
Compute (FP32-eq)
0.65x
GeForce RTX 4070 Ti is 1.54x faster
FP32 Compute
0.67x
GeForce RTX 4070 Ti is 1.50x faster
VRAM
1.67x
Need 1.67x GeForce RTX 4070 Ti
Memory Bandwidth
0.71x
GeForce RTX 4070 Ti has 1.40x 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
NVIDIA A100 SXM
Compute (FP32-eq)
0.17x
A100 SXM is 6.00x faster
FP32 Compute
1.37x
Need 1.37x A100 SXM
VRAM
0.25x
A100 SXM has 4.00x more
Memory Bandwidth
0.18x
A100 SXM has 5.66x more

To match 1x NVIDIA GeForce RTX 5060 Ti

Graphcore Bow IPU
VRAM
4.44x
Need 4.44x Bow IPU
NVIDIA L40S
Compute (FP32-eq)
0.12x
L40S is 8.33x faster
FP32 Compute
0.27x
L40S is 3.66x faster
VRAM
0.33x
L40S has 3.00x more
Memory Bandwidth
0.63x
L40S has 1.59x 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 GeForce RTX 4070 Ti
Compute (FP32-eq)
1.10x
Need 1.10x GeForce RTX 4070 Ti
FP32 Compute
0.62x
GeForce RTX 4070 Ti is 1.60x faster
VRAM
1.33x
Need 1.33x GeForce RTX 4070 Ti
Memory Bandwidth
1.08x
Need 1.08x GeForce RTX 4070 Ti
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
NVIDIA A100 SXM
Compute (FP32-eq)
0.28x
A100 SXM is 3.55x faster
FP32 Compute
1.28x
Need 1.28x A100 SXM
VRAM
0.20x
A100 SXM has 5.00x more
Memory Bandwidth
0.27x
A100 SXM has 3.75x more

To match 1x NVIDIA GeForce RTX 4070 Ti

Graphcore Bow IPU
VRAM
3.33x
Need 3.33x Bow IPU
NVIDIA L40S
Compute (FP32-eq)
0.11x
L40S is 9.14x faster
FP32 Compute
0.44x
L40S is 2.28x faster
VRAM
0.25x
L40S has 4.00x more
Memory Bandwidth
0.58x
L40S has 1.71x more
NVIDIA RTX 4000 SFF Ada Generation
Compute (FP32-eq)
1.54x
Need 1.54x RTX 4000 SFF Ada Generation
FP32 Compute
1.50x
Need 1.50x RTX 4000 SFF Ada Generation
VRAM
0.60x
RTX 4000 SFF Ada Generation has 1.67x more
Memory Bandwidth
1.40x
Need 1.40x RTX 4000 SFF Ada Generation
NVIDIA GeForce RTX 5060 Ti
Compute (FP32-eq)
0.91x
GeForce RTX 5060 Ti is 1.10x faster
FP32 Compute
1.60x
Need 1.60x GeForce RTX 5060 Ti
VRAM
0.75x
GeForce RTX 5060 Ti has 1.33x more
Memory Bandwidth
0.93x
GeForce RTX 5060 Ti has 1.08x more
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 A100 SXM
Compute (FP32-eq)
0.26x
A100 SXM is 3.89x faster
FP32 Compute
2.06x
Need 2.06x A100 SXM
VRAM
0.15x
A100 SXM has 6.67x more
Memory Bandwidth
0.25x
A100 SXM has 4.05x more

To match 1x NVIDIA GeForce RTX 3090

Graphcore Bow IPU
VRAM
6.67x
Need 6.67x Bow IPU
NVIDIA L40S
Compute (FP32-eq)
0.10x
L40S is 10.32x faster
FP32 Compute
0.39x
L40S is 2.57x faster
VRAM
0.50x
L40S has 2.00x more
Memory Bandwidth
1.08x
Need 1.08x L40S
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 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 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

To match 1x NVIDIA A100 SXM

Graphcore Bow IPU
VRAM
22.22x
Need 22.22x Bow IPU
NVIDIA L40S
Compute (FP32-eq)
0.43x
L40S is 2.35x faster
FP32 Compute
0.21x
L40S is 4.70x faster
VRAM
1.67x
Need 1.67x L40S
Memory Bandwidth
2.36x
Need 2.36x L40S
NVIDIA RTX 4000 SFF Ada Generation
Compute (FP32-eq)
6.00x
Need 6.00x RTX 4000 SFF Ada Generation
FP32 Compute
0.73x
RTX 4000 SFF Ada Generation is 1.37x faster
VRAM
4.00x
Need 4.00x RTX 4000 SFF Ada Generation
Memory Bandwidth
5.66x
Need 5.66x RTX 4000 SFF Ada Generation
NVIDIA GeForce RTX 5060 Ti
Compute (FP32-eq)
3.55x
Need 3.55x GeForce RTX 5060 Ti
FP32 Compute
0.78x
GeForce RTX 5060 Ti is 1.28x faster
VRAM
5.00x
Need 5.00x GeForce RTX 5060 Ti
Memory Bandwidth
3.75x
Need 3.75x GeForce RTX 5060 Ti
NVIDIA GeForce RTX 4070 Ti
Compute (FP32-eq)
3.89x
Need 3.89x GeForce RTX 4070 Ti
FP32 Compute
0.49x
GeForce RTX 4070 Ti is 2.06x faster
VRAM
6.67x
Need 6.67x GeForce RTX 4070 Ti
Memory Bandwidth
4.05x
Need 4.05x GeForce RTX 4070 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

Pricing

Price TypeBow IPUL40SRTX 4000 SFF Ada GenerationGeForce RTX 5060 TiGeForce RTX 4070 TiGeForce RTX 3090A100 SXM
CAPEX (Street Price)—$10,000————$15,000
OPEX (per hour)—$1.50/hr$0.15/hr$0.09/hr$0.10/hr$0.11/hr$4.05/hr
Price per TFLOPs (FP32-eq)—$27————$96