Compare XPUs

Select up to 5 XPUs to compare side-by-side

Select XPUs to Compare

Showing 128 XPUs7 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

SpecificationCerebras WSE-3Graphcore Bow IPUBiren Technology BR100AMD MI300XNVIDIA RTX A2000NVIDIA GeForce RTX 3090NVIDIA A100 SXM
ArchitectureWafer Scale EngineBow-2000Biren GPUCDNA 3AmpereAmpereAmpere
Form FactorOAMPCIePCIeSXM
VRAM44 GB3.6 GB64 GB192 GB12 GB24 GB80 GB
Memory Bandwidth5,300 GB/s288 GB/s936 GB/s2,039 GB/s
TFLOPs (FP32)163.4835.619.5
TFLOPs (FP16)1,0001,0001,307312
TFLOPs1,3071671312
TFLOPs (FP8)2,614
TDP23000 W200 W550 W750 W70 W350 W400 W
Launch DateMar 2024Mar 2022Aug 2022Dec 2023Oct 2021Sep 2020May 2020

Efficiency Metrics

MetricWSE-3Bow IPUBR100MI300XRTX A2000GeForce RTX 3090A100 SXM
TFLOPs per Watt (FP32-eq)0.870.110.100.39
Memory Bandwidth per GB27.6 GB/s24.0 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 Cerebras WSE-3

Graphcore Bow IPU
VRAM
12.22x
Need 12.22x Bow IPU
Biren Technology BR100
VRAM
0.69x
BR100 has 1.45x more
AMD MI300X
VRAM
0.23x
MI300X has 4.36x more
NVIDIA RTX A2000
VRAM
3.67x
Need 3.67x RTX A2000
NVIDIA GeForce RTX 3090
VRAM
1.83x
Need 1.83x GeForce RTX 3090
NVIDIA A100 SXM
VRAM
0.55x
A100 SXM has 1.82x more

To match 1x Graphcore Bow IPU

Cerebras WSE-3
VRAM
0.08x
WSE-3 has 12.22x more
Biren Technology BR100
VRAM
0.06x
BR100 has 17.78x more
AMD MI300X
VRAM
0.02x
MI300X has 53.33x more
NVIDIA RTX A2000
VRAM
0.30x
RTX A2000 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 Biren Technology BR100

Cerebras WSE-3
VRAM
1.45x
Need 1.45x WSE-3
Graphcore Bow IPU
VRAM
17.78x
Need 17.78x Bow IPU
AMD MI300X
VRAM
0.33x
MI300X has 3.00x more
NVIDIA RTX A2000
VRAM
5.33x
Need 5.33x RTX A2000
NVIDIA GeForce RTX 3090
VRAM
2.67x
Need 2.67x GeForce RTX 3090
NVIDIA A100 SXM
VRAM
0.80x
A100 SXM has 1.25x more

To match 1x AMD MI300X

Cerebras WSE-3
VRAM
4.36x
Need 4.36x WSE-3
Graphcore Bow IPU
VRAM
53.33x
Need 53.33x Bow IPU
Biren Technology BR100
VRAM
3.00x
Need 3.00x BR100
NVIDIA RTX A2000
Compute (FP32-eq)
81.69x
Need 81.69x RTX A2000
FP32 Compute
20.43x
Need 20.43x RTX A2000
VRAM
16.00x
Need 16.00x RTX A2000
Memory Bandwidth
18.40x
Need 18.40x RTX A2000
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
18.41x
Need 18.41x GeForce RTX 3090
FP32 Compute
4.59x
Need 4.59x GeForce RTX 3090
VRAM
8.00x
Need 8.00x GeForce RTX 3090
Memory Bandwidth
5.66x
Need 5.66x GeForce RTX 3090
NVIDIA A100 SXM
Compute (FP32-eq)
4.19x
Need 4.19x A100 SXM
FP32 Compute
8.38x
Need 8.38x A100 SXM
VRAM
2.40x
Need 2.40x A100 SXM
Memory Bandwidth
2.60x
Need 2.60x A100 SXM

To match 1x NVIDIA RTX A2000

Cerebras WSE-3
VRAM
0.27x
WSE-3 has 3.67x more
Graphcore Bow IPU
VRAM
3.33x
Need 3.33x Bow IPU
Biren Technology BR100
VRAM
0.19x
BR100 has 5.33x more
AMD MI300X
Compute (FP32-eq)
0.01x
MI300X is 81.69x faster
FP32 Compute
0.05x
MI300X is 20.43x faster
VRAM
0.06x
MI300X has 16.00x more
Memory Bandwidth
0.05x
MI300X has 18.40x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.23x
GeForce RTX 3090 is 4.44x faster
FP32 Compute
0.22x
GeForce RTX 3090 is 4.45x faster
VRAM
0.50x
GeForce RTX 3090 has 2.00x more
Memory Bandwidth
0.31x
GeForce RTX 3090 has 3.25x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.05x
A100 SXM is 19.50x faster
FP32 Compute
0.41x
A100 SXM is 2.44x faster
VRAM
0.15x
A100 SXM has 6.67x more
Memory Bandwidth
0.14x
A100 SXM has 7.08x more

To match 1x NVIDIA GeForce RTX 3090

Cerebras WSE-3
VRAM
0.55x
WSE-3 has 1.83x more
Graphcore Bow IPU
VRAM
6.67x
Need 6.67x Bow IPU
Biren Technology BR100
VRAM
0.38x
BR100 has 2.67x more
AMD MI300X
Compute (FP32-eq)
0.05x
MI300X is 18.41x faster
FP32 Compute
0.22x
MI300X is 4.59x faster
VRAM
0.13x
MI300X has 8.00x more
Memory Bandwidth
0.18x
MI300X has 5.66x more
NVIDIA RTX A2000
Compute (FP32-eq)
4.44x
Need 4.44x RTX A2000
FP32 Compute
4.45x
Need 4.45x RTX A2000
VRAM
2.00x
Need 2.00x RTX A2000
Memory Bandwidth
3.25x
Need 3.25x RTX A2000
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

Cerebras WSE-3
VRAM
1.82x
Need 1.82x WSE-3
Graphcore Bow IPU
VRAM
22.22x
Need 22.22x Bow IPU
Biren Technology BR100
VRAM
1.25x
Need 1.25x BR100
AMD MI300X
Compute (FP32-eq)
0.24x
MI300X is 4.19x faster
FP32 Compute
0.12x
MI300X is 8.38x faster
VRAM
0.42x
MI300X has 2.40x more
Memory Bandwidth
0.38x
MI300X has 2.60x more
NVIDIA RTX A2000
Compute (FP32-eq)
19.50x
Need 19.50x RTX A2000
FP32 Compute
2.44x
Need 2.44x RTX A2000
VRAM
6.67x
Need 6.67x RTX A2000
Memory Bandwidth
7.08x
Need 7.08x RTX A2000
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 TypeWSE-3Bow IPUBR100MI300XRTX A2000GeForce RTX 3090A100 SXM
CAPEX (Street Price)$35,000$15,000
OPEX (per hour)$10.40/hr$0.04/hr$0.11/hr$4.05/hr
Price per TFLOPs (FP32-eq)$54$96