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Showing 128 XPUs • 9 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-3SambaNova SN40LEnflame Technology CloudBlazer T20AMD MI300XNVIDIA RTX 4500 Ada GenerationNVIDIA Quadro P620NVIDIA T1000NVIDIA GeForce RTX 3090NVIDIA A100 SXM
ArchitectureWafer Scale EngineReconfigurable Dataflow Unit (RDU)GCU (AI Graphics Unit)CDNA 3Ada LovelacePascalTuringAmpereAmpere
Form Factor———OAMPCIePCIePCIePCIeSXM
VRAM44 GB640 GB32 GB192 GB24 GB2 GB8 GB24 GB80 GB
Memory Bandwidth———5,300 GB/s576 GB/s80 GB/s160 GB/s936 GB/s2,039 GB/s
TFLOPs (FP32)———163.448.51.3862.535.619.5
TFLOPs (FP16)———1,307————312
TFLOPs———1,307971.3862.571312
TFLOPs (FP8)———2,614—————
TDP23000 W700 W250 W750 W210 W40 W50 W350 W400 W
Launch DateMar 2024Jan 2024Nov 2021Dec 2023Mar 2023Feb 2017May 2019Sep 2020May 2020

Efficiency Metrics

MetricWSE-3SN40LCloudBlazer T20MI300XRTX 4500 Ada GenerationQuadro P620T1000GeForce RTX 3090A100 SXM
TFLOPs per Watt (FP32-eq)———0.870.230.030.050.100.39
Memory Bandwidth per GB———27.6 GB/s24.0 GB/s40.0 GB/s20.0 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

SambaNova SN40L
VRAM
0.07x
SN40L has 14.55x more
Enflame Technology CloudBlazer T20
VRAM
1.38x
Need 1.38x CloudBlazer T20
AMD MI300X
VRAM
0.23x
MI300X has 4.36x more
NVIDIA RTX 4500 Ada Generation
VRAM
1.83x
Need 1.83x RTX 4500 Ada Generation
NVIDIA Quadro P620
VRAM
22.00x
Need 22.00x Quadro P620
NVIDIA T1000
VRAM
5.50x
Need 5.50x T1000
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 SambaNova SN40L

Cerebras WSE-3
VRAM
14.55x
Need 14.55x WSE-3
Enflame Technology CloudBlazer T20
VRAM
20.00x
Need 20.00x CloudBlazer T20
AMD MI300X
VRAM
3.33x
Need 3.33x MI300X
NVIDIA RTX 4500 Ada Generation
VRAM
26.67x
Need 26.67x RTX 4500 Ada Generation
NVIDIA Quadro P620
VRAM
320.00x
Need 320.00x Quadro P620
NVIDIA T1000
VRAM
80.00x
Need 80.00x T1000
NVIDIA GeForce RTX 3090
VRAM
26.67x
Need 26.67x GeForce RTX 3090
NVIDIA A100 SXM
VRAM
8.00x
Need 8.00x A100 SXM

To match 1x Enflame Technology CloudBlazer T20

Cerebras WSE-3
VRAM
0.73x
WSE-3 has 1.38x more
SambaNova SN40L
VRAM
0.05x
SN40L has 20.00x more
AMD MI300X
VRAM
0.17x
MI300X has 6.00x more
NVIDIA RTX 4500 Ada Generation
VRAM
1.33x
Need 1.33x RTX 4500 Ada Generation
NVIDIA Quadro P620
VRAM
16.00x
Need 16.00x Quadro P620
NVIDIA T1000
VRAM
4.00x
Need 4.00x T1000
NVIDIA GeForce RTX 3090
VRAM
1.33x
Need 1.33x GeForce RTX 3090
NVIDIA A100 SXM
VRAM
0.40x
A100 SXM has 2.50x more

To match 1x AMD MI300X

Cerebras WSE-3
VRAM
4.36x
Need 4.36x WSE-3
SambaNova SN40L
VRAM
0.30x
SN40L has 3.33x more
Enflame Technology CloudBlazer T20
VRAM
6.00x
Need 6.00x CloudBlazer T20
NVIDIA RTX 4500 Ada Generation
Compute (FP32-eq)
13.47x
Need 13.47x RTX 4500 Ada Generation
FP32 Compute
3.37x
Need 3.37x RTX 4500 Ada Generation
VRAM
8.00x
Need 8.00x RTX 4500 Ada Generation
Memory Bandwidth
9.20x
Need 9.20x RTX 4500 Ada Generation
NVIDIA Quadro P620
Compute (FP32-eq)
471.50x
Need 471.50x Quadro P620
FP32 Compute
117.89x
Need 117.89x Quadro P620
VRAM
96.00x
Need 96.00x Quadro P620
Memory Bandwidth
66.25x
Need 66.25x Quadro P620
NVIDIA T1000
Compute (FP32-eq)
261.40x
Need 261.40x T1000
FP32 Compute
65.36x
Need 65.36x T1000
VRAM
24.00x
Need 24.00x T1000
Memory Bandwidth
33.13x
Need 33.13x T1000
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 4500 Ada Generation

Cerebras WSE-3
VRAM
0.55x
WSE-3 has 1.83x more
SambaNova SN40L
VRAM
0.04x
SN40L has 26.67x more
Enflame Technology CloudBlazer T20
VRAM
0.75x
CloudBlazer T20 has 1.33x more
AMD MI300X
Compute (FP32-eq)
0.07x
MI300X is 13.47x faster
FP32 Compute
0.30x
MI300X is 3.37x faster
VRAM
0.13x
MI300X has 8.00x more
Memory Bandwidth
0.11x
MI300X has 9.20x more
NVIDIA Quadro P620
Compute (FP32-eq)
34.99x
Need 34.99x Quadro P620
FP32 Compute
34.99x
Need 34.99x Quadro P620
VRAM
12.00x
Need 12.00x Quadro P620
Memory Bandwidth
7.20x
Need 7.20x Quadro P620
NVIDIA T1000
Compute (FP32-eq)
19.40x
Need 19.40x T1000
FP32 Compute
19.40x
Need 19.40x T1000
VRAM
3.00x
Need 3.00x T1000
Memory Bandwidth
3.60x
Need 3.60x T1000
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
1.37x
Need 1.37x GeForce RTX 3090
FP32 Compute
1.36x
Need 1.36x GeForce RTX 3090
VRAM
1.00x
GeForce RTX 3090 has 1.00x more
Memory Bandwidth
0.62x
GeForce RTX 3090 has 1.63x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.31x
A100 SXM is 3.22x faster
FP32 Compute
2.49x
Need 2.49x A100 SXM
VRAM
0.30x
A100 SXM has 3.33x more
Memory Bandwidth
0.28x
A100 SXM has 3.54x more

To match 1x NVIDIA Quadro P620

Cerebras WSE-3
VRAM
0.05x
WSE-3 has 22.00x more
SambaNova SN40L
VRAM
0.00x
SN40L has 320.00x more
Enflame Technology CloudBlazer T20
VRAM
0.06x
CloudBlazer T20 has 16.00x more
AMD MI300X
Compute (FP32-eq)
0.00x
MI300X is 471.50x faster
FP32 Compute
0.01x
MI300X is 117.89x faster
VRAM
0.01x
MI300X has 96.00x more
Memory Bandwidth
0.02x
MI300X has 66.25x more
NVIDIA RTX 4500 Ada Generation
Compute (FP32-eq)
0.03x
RTX 4500 Ada Generation is 34.99x faster
FP32 Compute
0.03x
RTX 4500 Ada Generation is 34.99x faster
VRAM
0.08x
RTX 4500 Ada Generation has 12.00x more
Memory Bandwidth
0.14x
RTX 4500 Ada Generation has 7.20x more
NVIDIA T1000
Compute (FP32-eq)
0.55x
T1000 is 1.80x faster
FP32 Compute
0.55x
T1000 is 1.80x faster
VRAM
0.25x
T1000 has 4.00x more
Memory Bandwidth
0.50x
T1000 has 2.00x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.04x
GeForce RTX 3090 is 25.61x faster
FP32 Compute
0.04x
GeForce RTX 3090 is 25.69x faster
VRAM
0.08x
GeForce RTX 3090 has 12.00x more
Memory Bandwidth
0.09x
GeForce RTX 3090 has 11.70x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.01x
A100 SXM is 112.55x faster
FP32 Compute
0.07x
A100 SXM is 14.07x faster
VRAM
0.03x
A100 SXM has 40.00x more
Memory Bandwidth
0.04x
A100 SXM has 25.49x more

To match 1x NVIDIA T1000

Cerebras WSE-3
VRAM
0.18x
WSE-3 has 5.50x more
SambaNova SN40L
VRAM
0.01x
SN40L has 80.00x more
Enflame Technology CloudBlazer T20
VRAM
0.25x
CloudBlazer T20 has 4.00x more
AMD MI300X
Compute (FP32-eq)
0.00x
MI300X is 261.40x faster
FP32 Compute
0.02x
MI300X is 65.36x faster
VRAM
0.04x
MI300X has 24.00x more
Memory Bandwidth
0.03x
MI300X has 33.13x more
NVIDIA RTX 4500 Ada Generation
Compute (FP32-eq)
0.05x
RTX 4500 Ada Generation is 19.40x faster
FP32 Compute
0.05x
RTX 4500 Ada Generation is 19.40x faster
VRAM
0.33x
RTX 4500 Ada Generation has 3.00x more
Memory Bandwidth
0.28x
RTX 4500 Ada Generation has 3.60x more
NVIDIA Quadro P620
Compute (FP32-eq)
1.80x
Need 1.80x Quadro P620
FP32 Compute
1.80x
Need 1.80x Quadro P620
VRAM
4.00x
Need 4.00x Quadro P620
Memory Bandwidth
2.00x
Need 2.00x Quadro P620
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.07x
GeForce RTX 3090 is 14.20x faster
FP32 Compute
0.07x
GeForce RTX 3090 is 14.24x faster
VRAM
0.33x
GeForce RTX 3090 has 3.00x more
Memory Bandwidth
0.17x
GeForce RTX 3090 has 5.85x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.02x
A100 SXM is 62.40x faster
FP32 Compute
0.13x
A100 SXM is 7.80x faster
VRAM
0.10x
A100 SXM has 10.00x more
Memory Bandwidth
0.08x
A100 SXM has 12.74x more

To match 1x NVIDIA GeForce RTX 3090

Cerebras WSE-3
VRAM
0.55x
WSE-3 has 1.83x more
SambaNova SN40L
VRAM
0.04x
SN40L has 26.67x more
Enflame Technology CloudBlazer T20
VRAM
0.75x
CloudBlazer T20 has 1.33x 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 4500 Ada Generation
Compute (FP32-eq)
0.73x
RTX 4500 Ada Generation is 1.37x faster
FP32 Compute
0.73x
RTX 4500 Ada Generation is 1.36x faster
VRAM
1.00x
RTX 4500 Ada Generation has 1.00x more
Memory Bandwidth
1.63x
Need 1.63x RTX 4500 Ada Generation
NVIDIA Quadro P620
Compute (FP32-eq)
25.61x
Need 25.61x Quadro P620
FP32 Compute
25.69x
Need 25.69x Quadro P620
VRAM
12.00x
Need 12.00x Quadro P620
Memory Bandwidth
11.70x
Need 11.70x Quadro P620
NVIDIA T1000
Compute (FP32-eq)
14.20x
Need 14.20x T1000
FP32 Compute
14.24x
Need 14.24x T1000
VRAM
3.00x
Need 3.00x T1000
Memory Bandwidth
5.85x
Need 5.85x T1000
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
SambaNova SN40L
VRAM
0.13x
SN40L has 8.00x more
Enflame Technology CloudBlazer T20
VRAM
2.50x
Need 2.50x CloudBlazer T20
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 4500 Ada Generation
Compute (FP32-eq)
3.22x
Need 3.22x RTX 4500 Ada Generation
FP32 Compute
0.40x
RTX 4500 Ada Generation is 2.49x faster
VRAM
3.33x
Need 3.33x RTX 4500 Ada Generation
Memory Bandwidth
3.54x
Need 3.54x RTX 4500 Ada Generation
NVIDIA Quadro P620
Compute (FP32-eq)
112.55x
Need 112.55x Quadro P620
FP32 Compute
14.07x
Need 14.07x Quadro P620
VRAM
40.00x
Need 40.00x Quadro P620
Memory Bandwidth
25.49x
Need 25.49x Quadro P620
NVIDIA T1000
Compute (FP32-eq)
62.40x
Need 62.40x T1000
FP32 Compute
7.80x
Need 7.80x T1000
VRAM
10.00x
Need 10.00x T1000
Memory Bandwidth
12.74x
Need 12.74x T1000
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-3SN40LCloudBlazer T20MI300XRTX 4500 Ada GenerationQuadro P620T1000GeForce RTX 3090A100 SXM
CAPEX (Street Price)———$35,000————$15,000
OPEX (per hour)———$10.40/hr—$0.06/hr$0.17/hr$0.11/hr$4.05/hr
Price per TFLOPs (FP32-eq)———$54————$96