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 IPUAMD MI250XNVIDIA B100NVIDIA P40NVIDIA GeForce RTX 3090NVIDIA A100 SXMNVIDIA GeForce GTX 1080
ArchitectureBow-2000CDNA 2BlackwellPascalAmpereAmperePascal
Form Factor—OAMSXMPCIePCIeSXMPCIe
VRAM3.6 GB128 GB192 GB24 GB24 GB80 GB8 GB
Memory Bandwidth—3,277 GB/s8,000 GB/s346 GB/s936 GB/s2,039 GB/s320 GB/s
TFLOPs (FP32)—47.9451235.619.58.873
TFLOPs (FP16)1,000383———312—
TFLOPs—3831,80012713128.873
TFLOPs (FP8)———————
TDP200 W560 W700 W250 W350 W400 W180 W
Launch DateMar 2022Nov 2021Mar 2024Sep 2016Sep 2020May 2020May 2016

Efficiency Metrics

MetricBow IPUMI250XB100P40GeForce RTX 3090A100 SXMGeForce GTX 1080
TFLOPs per Watt (FP32-eq)—0.341.290.050.100.390.05
Memory Bandwidth per GB—25.6 GB/s41.7 GB/s14.4 GB/s39.0 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 Graphcore Bow IPU

AMD MI250X
VRAM
0.03x
MI250X has 35.56x more
NVIDIA B100
VRAM
0.02x
B100 has 53.33x more
NVIDIA P40
VRAM
0.15x
P40 has 6.67x 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
NVIDIA GeForce GTX 1080
VRAM
0.45x
GeForce GTX 1080 has 2.22x more

To match 1x AMD MI250X

Graphcore Bow IPU
VRAM
35.56x
Need 35.56x Bow IPU
NVIDIA B100
Compute (FP32-eq)
0.21x
B100 is 4.70x faster
FP32 Compute
1.06x
Need 1.06x B100
VRAM
0.67x
B100 has 1.50x more
Memory Bandwidth
0.41x
B100 has 2.44x more
NVIDIA P40
Compute (FP32-eq)
15.96x
Need 15.96x P40
FP32 Compute
3.99x
Need 3.99x P40
VRAM
5.33x
Need 5.33x P40
Memory Bandwidth
9.47x
Need 9.47x P40
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
5.39x
Need 5.39x GeForce RTX 3090
FP32 Compute
1.35x
Need 1.35x GeForce RTX 3090
VRAM
5.33x
Need 5.33x GeForce RTX 3090
Memory Bandwidth
3.50x
Need 3.50x GeForce RTX 3090
NVIDIA A100 SXM
Compute (FP32-eq)
1.23x
Need 1.23x A100 SXM
FP32 Compute
2.46x
Need 2.46x A100 SXM
VRAM
1.60x
Need 1.60x A100 SXM
Memory Bandwidth
1.61x
Need 1.61x A100 SXM
NVIDIA GeForce GTX 1080
Compute (FP32-eq)
21.58x
Need 21.58x GeForce GTX 1080
FP32 Compute
5.40x
Need 5.40x GeForce GTX 1080
VRAM
16.00x
Need 16.00x GeForce GTX 1080
Memory Bandwidth
10.24x
Need 10.24x GeForce GTX 1080

To match 1x NVIDIA B100

Graphcore Bow IPU
VRAM
53.33x
Need 53.33x Bow IPU
AMD MI250X
Compute (FP32-eq)
4.70x
Need 4.70x MI250X
FP32 Compute
0.94x
MI250X is 1.06x faster
VRAM
1.50x
Need 1.50x MI250X
Memory Bandwidth
2.44x
Need 2.44x MI250X
NVIDIA P40
Compute (FP32-eq)
75.00x
Need 75.00x P40
FP32 Compute
3.75x
Need 3.75x P40
VRAM
8.00x
Need 8.00x P40
Memory Bandwidth
23.12x
Need 23.12x P40
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
25.35x
Need 25.35x GeForce RTX 3090
FP32 Compute
1.26x
Need 1.26x GeForce RTX 3090
VRAM
8.00x
Need 8.00x GeForce RTX 3090
Memory Bandwidth
8.55x
Need 8.55x GeForce RTX 3090
NVIDIA A100 SXM
Compute (FP32-eq)
5.77x
Need 5.77x A100 SXM
FP32 Compute
2.31x
Need 2.31x A100 SXM
VRAM
2.40x
Need 2.40x A100 SXM
Memory Bandwidth
3.92x
Need 3.92x A100 SXM
NVIDIA GeForce GTX 1080
Compute (FP32-eq)
101.43x
Need 101.43x GeForce GTX 1080
FP32 Compute
5.07x
Need 5.07x GeForce GTX 1080
VRAM
24.00x
Need 24.00x GeForce GTX 1080
Memory Bandwidth
25.00x
Need 25.00x GeForce GTX 1080

To match 1x NVIDIA P40

Graphcore Bow IPU
VRAM
6.67x
Need 6.67x Bow IPU
AMD MI250X
Compute (FP32-eq)
0.06x
MI250X is 15.96x faster
FP32 Compute
0.25x
MI250X is 3.99x faster
VRAM
0.19x
MI250X has 5.33x more
Memory Bandwidth
0.11x
MI250X has 9.47x more
NVIDIA B100
Compute (FP32-eq)
0.01x
B100 is 75.00x faster
FP32 Compute
0.27x
B100 is 3.75x faster
VRAM
0.13x
B100 has 8.00x more
Memory Bandwidth
0.04x
B100 has 23.12x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.34x
GeForce RTX 3090 is 2.96x faster
FP32 Compute
0.34x
GeForce RTX 3090 is 2.97x faster
VRAM
1.00x
GeForce RTX 3090 has 1.00x more
Memory Bandwidth
0.37x
GeForce RTX 3090 has 2.71x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.08x
A100 SXM is 13.00x faster
FP32 Compute
0.62x
A100 SXM is 1.63x faster
VRAM
0.30x
A100 SXM has 3.33x more
Memory Bandwidth
0.17x
A100 SXM has 5.89x more
NVIDIA GeForce GTX 1080
Compute (FP32-eq)
1.35x
Need 1.35x GeForce GTX 1080
FP32 Compute
1.35x
Need 1.35x GeForce GTX 1080
VRAM
3.00x
Need 3.00x GeForce GTX 1080
Memory Bandwidth
1.08x
Need 1.08x GeForce GTX 1080

To match 1x NVIDIA GeForce RTX 3090

Graphcore Bow IPU
VRAM
6.67x
Need 6.67x Bow IPU
AMD MI250X
Compute (FP32-eq)
0.19x
MI250X is 5.39x faster
FP32 Compute
0.74x
MI250X is 1.35x faster
VRAM
0.19x
MI250X has 5.33x more
Memory Bandwidth
0.29x
MI250X has 3.50x more
NVIDIA B100
Compute (FP32-eq)
0.04x
B100 is 25.35x faster
FP32 Compute
0.79x
B100 is 1.26x faster
VRAM
0.13x
B100 has 8.00x more
Memory Bandwidth
0.12x
B100 has 8.55x more
NVIDIA P40
Compute (FP32-eq)
2.96x
Need 2.96x P40
FP32 Compute
2.97x
Need 2.97x P40
VRAM
1.00x
P40 has 1.00x more
Memory Bandwidth
2.71x
Need 2.71x P40
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 A100 SXM

Graphcore Bow IPU
VRAM
22.22x
Need 22.22x Bow IPU
AMD MI250X
Compute (FP32-eq)
0.81x
MI250X is 1.23x faster
FP32 Compute
0.41x
MI250X is 2.46x faster
VRAM
0.63x
MI250X has 1.60x more
Memory Bandwidth
0.62x
MI250X has 1.61x more
NVIDIA B100
Compute (FP32-eq)
0.17x
B100 is 5.77x faster
FP32 Compute
0.43x
B100 is 2.31x faster
VRAM
0.42x
B100 has 2.40x more
Memory Bandwidth
0.25x
B100 has 3.92x more
NVIDIA P40
Compute (FP32-eq)
13.00x
Need 13.00x P40
FP32 Compute
1.63x
Need 1.63x P40
VRAM
3.33x
Need 3.33x P40
Memory Bandwidth
5.89x
Need 5.89x P40
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 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

Graphcore Bow IPU
VRAM
2.22x
Need 2.22x Bow IPU
AMD MI250X
Compute (FP32-eq)
0.05x
MI250X is 21.58x faster
FP32 Compute
0.19x
MI250X is 5.40x faster
VRAM
0.06x
MI250X has 16.00x more
Memory Bandwidth
0.10x
MI250X has 10.24x more
NVIDIA B100
Compute (FP32-eq)
0.01x
B100 is 101.43x faster
FP32 Compute
0.20x
B100 is 5.07x faster
VRAM
0.04x
B100 has 24.00x more
Memory Bandwidth
0.04x
B100 has 25.00x more
NVIDIA P40
Compute (FP32-eq)
0.74x
P40 is 1.35x faster
FP32 Compute
0.74x
P40 is 1.35x faster
VRAM
0.33x
P40 has 3.00x more
Memory Bandwidth
0.92x
P40 has 1.08x 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 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 TypeBow IPUMI250XB100P40GeForce RTX 3090A100 SXMGeForce GTX 1080
CAPEX (Street Price)—$12,000———$15,000—
OPEX (per hour)—$2.00/hr—$2.07/hr$0.11/hr$4.05/hr$0.04/hr
Price per TFLOPs (FP32-eq)—$63———$96—