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Showing 128 XPUs • 8 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

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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 SN40LNVIDIA RTX 4000 SFF Ada GenerationNVIDIA GeForce RTX 4070 TiNVIDIA GeForce RTX 3090NVIDIA GH200NVIDIA A100 SXMNVIDIA GeForce GTX 1080
ArchitectureWafer Scale EngineReconfigurable Dataflow Unit (RDU)Ada LovelaceAda LovelaceAmpereHopperAmperePascal
Form Factor——PCIePCIePCIeSXMSXMPCIe
VRAM44 GB640 GB20 GB12 GB24 GB96 GB80 GB8 GB
Memory Bandwidth——360 GB/s504 GB/s936 GB/s4,000 GB/s2,039 GB/s320 GB/s
TFLOPs (FP32)——26.740.135.66719.58.873
TFLOPs (FP16)——————312—
TFLOPs——5280.16719893128.873
TFLOPs (FP8)————————
TDP23000 W700 W70 W285 W350 W1000 W400 W180 W
Launch DateMar 2024Jan 2024Apr 2023Jan 2023Sep 2020May 2023May 2020May 2016

Efficiency Metrics

MetricWSE-3SN40LRTX 4000 SFF Ada GenerationGeForce RTX 4070 TiGeForce RTX 3090GH200A100 SXMGeForce GTX 1080
TFLOPs per Watt (FP32-eq)——0.370.140.100.490.390.05
Memory Bandwidth per GB——18.0 GB/s42.0 GB/s39.0 GB/s41.7 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 Cerebras WSE-3

SambaNova SN40L
VRAM
0.07x
SN40L has 14.55x more
NVIDIA RTX 4000 SFF Ada Generation
VRAM
2.20x
Need 2.20x RTX 4000 SFF Ada Generation
NVIDIA GeForce RTX 4070 Ti
VRAM
3.67x
Need 3.67x GeForce RTX 4070 Ti
NVIDIA GeForce RTX 3090
VRAM
1.83x
Need 1.83x GeForce RTX 3090
NVIDIA GH200
VRAM
0.46x
GH200 has 2.18x more
NVIDIA A100 SXM
VRAM
0.55x
A100 SXM has 1.82x more
NVIDIA GeForce GTX 1080
VRAM
5.50x
Need 5.50x GeForce GTX 1080

To match 1x SambaNova SN40L

Cerebras WSE-3
VRAM
14.55x
Need 14.55x WSE-3
NVIDIA RTX 4000 SFF Ada Generation
VRAM
32.00x
Need 32.00x RTX 4000 SFF Ada Generation
NVIDIA GeForce RTX 4070 Ti
VRAM
53.33x
Need 53.33x GeForce RTX 4070 Ti
NVIDIA GeForce RTX 3090
VRAM
26.67x
Need 26.67x GeForce RTX 3090
NVIDIA GH200
VRAM
6.67x
Need 6.67x GH200
NVIDIA A100 SXM
VRAM
8.00x
Need 8.00x A100 SXM
NVIDIA GeForce GTX 1080
VRAM
80.00x
Need 80.00x GeForce GTX 1080

To match 1x NVIDIA RTX 4000 SFF Ada Generation

Cerebras WSE-3
VRAM
0.45x
WSE-3 has 2.20x more
SambaNova SN40L
VRAM
0.03x
SN40L has 32.00x 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 GH200
Compute (FP32-eq)
0.05x
GH200 is 19.02x faster
FP32 Compute
0.40x
GH200 is 2.51x faster
VRAM
0.21x
GH200 has 4.80x more
Memory Bandwidth
0.09x
GH200 has 11.11x 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
NVIDIA GeForce GTX 1080
Compute (FP32-eq)
2.93x
Need 2.93x GeForce GTX 1080
FP32 Compute
3.01x
Need 3.01x GeForce GTX 1080
VRAM
2.50x
Need 2.50x GeForce GTX 1080
Memory Bandwidth
1.13x
Need 1.13x GeForce GTX 1080

To match 1x NVIDIA GeForce RTX 4070 Ti

Cerebras WSE-3
VRAM
0.27x
WSE-3 has 3.67x more
SambaNova SN40L
VRAM
0.02x
SN40L has 53.33x 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 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 GH200
Compute (FP32-eq)
0.08x
GH200 is 12.34x faster
FP32 Compute
0.60x
GH200 is 1.67x faster
VRAM
0.13x
GH200 has 8.00x more
Memory Bandwidth
0.13x
GH200 has 7.94x 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
NVIDIA GeForce GTX 1080
Compute (FP32-eq)
4.52x
Need 4.52x GeForce GTX 1080
FP32 Compute
4.52x
Need 4.52x GeForce GTX 1080
VRAM
1.50x
Need 1.50x GeForce GTX 1080
Memory Bandwidth
1.57x
Need 1.57x GeForce GTX 1080

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
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 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 GH200
Compute (FP32-eq)
0.07x
GH200 is 13.93x faster
FP32 Compute
0.53x
GH200 is 1.88x faster
VRAM
0.25x
GH200 has 4.00x more
Memory Bandwidth
0.23x
GH200 has 4.27x more
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 GH200

Cerebras WSE-3
VRAM
2.18x
Need 2.18x WSE-3
SambaNova SN40L
VRAM
0.15x
SN40L has 6.67x more
NVIDIA RTX 4000 SFF Ada Generation
Compute (FP32-eq)
19.02x
Need 19.02x RTX 4000 SFF Ada Generation
FP32 Compute
2.51x
Need 2.51x RTX 4000 SFF Ada Generation
VRAM
4.80x
Need 4.80x RTX 4000 SFF Ada Generation
Memory Bandwidth
11.11x
Need 11.11x RTX 4000 SFF Ada Generation
NVIDIA GeForce RTX 4070 Ti
Compute (FP32-eq)
12.34x
Need 12.34x GeForce RTX 4070 Ti
FP32 Compute
1.67x
Need 1.67x GeForce RTX 4070 Ti
VRAM
8.00x
Need 8.00x GeForce RTX 4070 Ti
Memory Bandwidth
7.94x
Need 7.94x GeForce RTX 4070 Ti
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
13.93x
Need 13.93x GeForce RTX 3090
FP32 Compute
1.88x
Need 1.88x GeForce RTX 3090
VRAM
4.00x
Need 4.00x GeForce RTX 3090
Memory Bandwidth
4.27x
Need 4.27x GeForce RTX 3090
NVIDIA A100 SXM
Compute (FP32-eq)
3.17x
Need 3.17x A100 SXM
FP32 Compute
3.44x
Need 3.44x A100 SXM
VRAM
1.20x
Need 1.20x A100 SXM
Memory Bandwidth
1.96x
Need 1.96x A100 SXM
NVIDIA GeForce GTX 1080
Compute (FP32-eq)
55.73x
Need 55.73x GeForce GTX 1080
FP32 Compute
7.55x
Need 7.55x GeForce GTX 1080
VRAM
12.00x
Need 12.00x GeForce GTX 1080
Memory Bandwidth
12.50x
Need 12.50x GeForce GTX 1080

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
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 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
NVIDIA GH200
Compute (FP32-eq)
0.32x
GH200 is 3.17x faster
FP32 Compute
0.29x
GH200 is 3.44x faster
VRAM
0.83x
GH200 has 1.20x more
Memory Bandwidth
0.51x
GH200 has 1.96x more
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

Cerebras WSE-3
VRAM
0.18x
WSE-3 has 5.50x more
SambaNova SN40L
VRAM
0.01x
SN40L has 80.00x more
NVIDIA RTX 4000 SFF Ada Generation
Compute (FP32-eq)
0.34x
RTX 4000 SFF Ada Generation is 2.93x faster
FP32 Compute
0.33x
RTX 4000 SFF Ada Generation is 3.01x faster
VRAM
0.40x
RTX 4000 SFF Ada Generation has 2.50x more
Memory Bandwidth
0.89x
RTX 4000 SFF Ada Generation has 1.13x more
NVIDIA GeForce RTX 4070 Ti
Compute (FP32-eq)
0.22x
GeForce RTX 4070 Ti is 4.52x faster
FP32 Compute
0.22x
GeForce RTX 4070 Ti is 4.52x faster
VRAM
0.67x
GeForce RTX 4070 Ti has 1.50x more
Memory Bandwidth
0.63x
GeForce RTX 4070 Ti has 1.58x 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 GH200
Compute (FP32-eq)
0.02x
GH200 is 55.73x faster
FP32 Compute
0.13x
GH200 is 7.55x faster
VRAM
0.08x
GH200 has 12.00x more
Memory Bandwidth
0.08x
GH200 has 12.50x 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 TypeWSE-3SN40LRTX 4000 SFF Ada GenerationGeForce RTX 4070 TiGeForce RTX 3090GH200A100 SXMGeForce GTX 1080
CAPEX (Street Price)——————$15,000—
OPEX (per hour)——$0.15/hr$0.10/hr$0.11/hr$1.49/hr$4.05/hr$0.04/hr
Price per TFLOPs (FP32-eq)——————$96—