Compare XPUs

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Showing 128 XPUs • 6 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 IPU-M2000NVIDIA GeForce RTX 2060NVIDIA GeForce RTX 3090NVIDIA RTX A5000NVIDIA A100 SXMAMD Radeon Pro V520
ArchitectureColossus Mk2TuringAmpereAmpereAmpereRDNA 2
Form Factor—PCIePCIePCIeSXMPCIe
VRAM3.6 GB6 GB24 GB24 GB80 GB32 GB
Memory Bandwidth—336 GB/s936 GB/s768 GB/s2,039 GB/s448 GB/s
TFLOPs (FP32)—6.535.627.819.510.1
TFLOPs (FP16)500———312—
TFLOPs—6.57154.231223.04
TFLOPs (FP8)——————
TDP180 W160 W350 W230 W400 W225 W
Launch DateJul 2020Jan 2019Sep 2020Apr 2021May 2020Jun 2021

Efficiency Metrics

MetricIPU-M2000GeForce RTX 2060GeForce RTX 3090RTX A5000A100 SXMRadeon Pro V520
TFLOPs per Watt (FP32-eq)—0.040.100.120.390.05
Memory Bandwidth per GB—56.0 GB/s39.0 GB/s32.0 GB/s25.5 GB/s14.0 GB/s

Performance Equivalence

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

To match 1x Graphcore IPU-M2000

NVIDIA GeForce RTX 2060
VRAM
0.60x
GeForce RTX 2060 has 1.67x more
NVIDIA GeForce RTX 3090
VRAM
0.15x
GeForce RTX 3090 has 6.67x more
NVIDIA RTX A5000
VRAM
0.15x
RTX A5000 has 6.67x more
NVIDIA A100 SXM
VRAM
0.04x
A100 SXM has 22.22x more
AMD Radeon Pro V520
VRAM
0.11x
Radeon Pro V520 has 8.89x more

To match 1x NVIDIA GeForce RTX 2060

Graphcore IPU-M2000
VRAM
1.67x
Need 1.67x IPU-M2000
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.18x
GeForce RTX 3090 is 5.46x faster
FP32 Compute
0.18x
GeForce RTX 3090 is 5.48x faster
VRAM
0.25x
GeForce RTX 3090 has 4.00x more
Memory Bandwidth
0.36x
GeForce RTX 3090 has 2.79x more
NVIDIA RTX A5000
Compute (FP32-eq)
0.24x
RTX A5000 is 4.17x faster
FP32 Compute
0.23x
RTX A5000 is 4.28x faster
VRAM
0.25x
RTX A5000 has 4.00x more
Memory Bandwidth
0.44x
RTX A5000 has 2.29x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.04x
A100 SXM is 24.00x faster
FP32 Compute
0.33x
A100 SXM is 3.00x faster
VRAM
0.07x
A100 SXM has 13.33x more
Memory Bandwidth
0.16x
A100 SXM has 6.07x more
AMD Radeon Pro V520
Compute (FP32-eq)
0.56x
Radeon Pro V520 is 1.77x faster
FP32 Compute
0.64x
Radeon Pro V520 is 1.55x faster
VRAM
0.19x
Radeon Pro V520 has 5.33x more
Memory Bandwidth
0.75x
Radeon Pro V520 has 1.33x more

To match 1x NVIDIA GeForce RTX 3090

Graphcore IPU-M2000
VRAM
6.67x
Need 6.67x IPU-M2000
NVIDIA GeForce RTX 2060
Compute (FP32-eq)
5.46x
Need 5.46x GeForce RTX 2060
FP32 Compute
5.48x
Need 5.48x GeForce RTX 2060
VRAM
4.00x
Need 4.00x GeForce RTX 2060
Memory Bandwidth
2.79x
Need 2.79x GeForce RTX 2060
NVIDIA RTX A5000
Compute (FP32-eq)
1.31x
Need 1.31x RTX A5000
FP32 Compute
1.28x
Need 1.28x RTX A5000
VRAM
1.00x
RTX A5000 has 1.00x more
Memory Bandwidth
1.22x
Need 1.22x RTX A5000
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
AMD Radeon Pro V520
Compute (FP32-eq)
3.08x
Need 3.08x Radeon Pro V520
FP32 Compute
3.52x
Need 3.52x Radeon Pro V520
VRAM
0.75x
Radeon Pro V520 has 1.33x more
Memory Bandwidth
2.09x
Need 2.09x Radeon Pro V520

To match 1x NVIDIA RTX A5000

Graphcore IPU-M2000
VRAM
6.67x
Need 6.67x IPU-M2000
NVIDIA GeForce RTX 2060
Compute (FP32-eq)
4.17x
Need 4.17x GeForce RTX 2060
FP32 Compute
4.28x
Need 4.28x GeForce RTX 2060
VRAM
4.00x
Need 4.00x GeForce RTX 2060
Memory Bandwidth
2.29x
Need 2.29x GeForce RTX 2060
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.76x
GeForce RTX 3090 is 1.31x faster
FP32 Compute
0.78x
GeForce RTX 3090 is 1.28x faster
VRAM
1.00x
GeForce RTX 3090 has 1.00x more
Memory Bandwidth
0.82x
GeForce RTX 3090 has 1.22x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.17x
A100 SXM is 5.76x faster
FP32 Compute
1.43x
Need 1.43x A100 SXM
VRAM
0.30x
A100 SXM has 3.33x more
Memory Bandwidth
0.38x
A100 SXM has 2.65x more
AMD Radeon Pro V520
Compute (FP32-eq)
2.35x
Need 2.35x Radeon Pro V520
FP32 Compute
2.75x
Need 2.75x Radeon Pro V520
VRAM
0.75x
Radeon Pro V520 has 1.33x more
Memory Bandwidth
1.71x
Need 1.71x Radeon Pro V520

To match 1x NVIDIA A100 SXM

Graphcore IPU-M2000
VRAM
22.22x
Need 22.22x IPU-M2000
NVIDIA GeForce RTX 2060
Compute (FP32-eq)
24.00x
Need 24.00x GeForce RTX 2060
FP32 Compute
3.00x
Need 3.00x GeForce RTX 2060
VRAM
13.33x
Need 13.33x GeForce RTX 2060
Memory Bandwidth
6.07x
Need 6.07x GeForce RTX 2060
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 RTX A5000
Compute (FP32-eq)
5.76x
Need 5.76x RTX A5000
FP32 Compute
0.70x
RTX A5000 is 1.43x faster
VRAM
3.33x
Need 3.33x RTX A5000
Memory Bandwidth
2.65x
Need 2.65x RTX A5000
AMD Radeon Pro V520
Compute (FP32-eq)
13.54x
Need 13.54x Radeon Pro V520
FP32 Compute
1.93x
Need 1.93x Radeon Pro V520
VRAM
2.50x
Need 2.50x Radeon Pro V520
Memory Bandwidth
4.55x
Need 4.55x Radeon Pro V520

To match 1x AMD Radeon Pro V520

Graphcore IPU-M2000
VRAM
8.89x
Need 8.89x IPU-M2000
NVIDIA GeForce RTX 2060
Compute (FP32-eq)
1.77x
Need 1.77x GeForce RTX 2060
FP32 Compute
1.55x
Need 1.55x GeForce RTX 2060
VRAM
5.33x
Need 5.33x GeForce RTX 2060
Memory Bandwidth
1.33x
Need 1.33x GeForce RTX 2060
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.32x
GeForce RTX 3090 is 3.08x faster
FP32 Compute
0.28x
GeForce RTX 3090 is 3.52x faster
VRAM
1.33x
Need 1.33x GeForce RTX 3090
Memory Bandwidth
0.48x
GeForce RTX 3090 has 2.09x more
NVIDIA RTX A5000
Compute (FP32-eq)
0.43x
RTX A5000 is 2.35x faster
FP32 Compute
0.36x
RTX A5000 is 2.75x faster
VRAM
1.33x
Need 1.33x RTX A5000
Memory Bandwidth
0.58x
RTX A5000 has 1.71x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.07x
A100 SXM is 13.54x faster
FP32 Compute
0.52x
A100 SXM is 1.93x faster
VRAM
0.40x
A100 SXM has 2.50x more
Memory Bandwidth
0.22x
A100 SXM has 4.55x more

Pricing

Price TypeIPU-M2000GeForce RTX 2060GeForce RTX 3090RTX A5000A100 SXMRadeon Pro V520
CAPEX (Street Price)————$15,000—
OPEX (per hour)—$0.04/hr$0.11/hr$0.11/hr$4.05/hr$0.38/hr
Price per TFLOPs (FP32-eq)————$96—