Compare XPUs

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Showing 128 XPUs • 5 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-3NVIDIA RTX 6000 BlackwellNVIDIA B100NVIDIA GeForce GTX 1080 TiNVIDIA A100 SXM
ArchitectureWafer Scale EngineBlackwellBlackwellPascalAmpere
Form Factor—PCIeSXMPCIeSXM
VRAM44 GB96 GB192 GB11 GB80 GB
Memory Bandwidth—1,536 GB/s8,000 GB/s484 GB/s2,039 GB/s
TFLOPs (FP32)—1814511.3419.5
TFLOPs (FP16)————312
TFLOPs—3621,80011.34312
TFLOPs (FP8)—————
TDP23000 W300 W700 W250 W400 W
Launch DateMar 2024Jan 2025Mar 2024Mar 2017May 2020

Efficiency Metrics

MetricWSE-3RTX 6000 BlackwellB100GeForce GTX 1080 TiA100 SXM
TFLOPs per Watt (FP32-eq)—0.601.290.050.39
Memory Bandwidth per GB—16.0 GB/s41.7 GB/s44.0 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

NVIDIA RTX 6000 Blackwell
VRAM
0.46x
RTX 6000 Blackwell has 2.18x more
NVIDIA B100
VRAM
0.23x
B100 has 4.36x more
NVIDIA GeForce GTX 1080 Ti
VRAM
4.00x
Need 4.00x GeForce GTX 1080 Ti
NVIDIA A100 SXM
VRAM
0.55x
A100 SXM has 1.82x more

To match 1x NVIDIA RTX 6000 Blackwell

Cerebras WSE-3
VRAM
2.18x
Need 2.18x WSE-3
NVIDIA B100
Compute (FP32-eq)
0.20x
B100 is 4.97x faster
FP32 Compute
4.02x
Need 4.02x B100
VRAM
0.50x
B100 has 2.00x more
Memory Bandwidth
0.19x
B100 has 5.21x more
NVIDIA GeForce GTX 1080 Ti
Compute (FP32-eq)
15.96x
Need 15.96x GeForce GTX 1080 Ti
FP32 Compute
15.96x
Need 15.96x GeForce GTX 1080 Ti
VRAM
8.73x
Need 8.73x GeForce GTX 1080 Ti
Memory Bandwidth
3.17x
Need 3.17x GeForce GTX 1080 Ti
NVIDIA A100 SXM
Compute (FP32-eq)
1.16x
Need 1.16x A100 SXM
FP32 Compute
9.28x
Need 9.28x A100 SXM
VRAM
1.20x
Need 1.20x A100 SXM
Memory Bandwidth
0.75x
A100 SXM has 1.33x more

To match 1x NVIDIA B100

Cerebras WSE-3
VRAM
4.36x
Need 4.36x WSE-3
NVIDIA RTX 6000 Blackwell
Compute (FP32-eq)
4.97x
Need 4.97x RTX 6000 Blackwell
FP32 Compute
0.25x
RTX 6000 Blackwell is 4.02x faster
VRAM
2.00x
Need 2.00x RTX 6000 Blackwell
Memory Bandwidth
5.21x
Need 5.21x RTX 6000 Blackwell
NVIDIA GeForce GTX 1080 Ti
Compute (FP32-eq)
79.37x
Need 79.37x GeForce GTX 1080 Ti
FP32 Compute
3.97x
Need 3.97x GeForce GTX 1080 Ti
VRAM
17.45x
Need 17.45x GeForce GTX 1080 Ti
Memory Bandwidth
16.53x
Need 16.53x GeForce GTX 1080 Ti
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

To match 1x NVIDIA GeForce GTX 1080 Ti

Cerebras WSE-3
VRAM
0.25x
WSE-3 has 4.00x more
NVIDIA RTX 6000 Blackwell
Compute (FP32-eq)
0.06x
RTX 6000 Blackwell is 15.96x faster
FP32 Compute
0.06x
RTX 6000 Blackwell is 15.96x faster
VRAM
0.11x
RTX 6000 Blackwell has 8.73x more
Memory Bandwidth
0.32x
RTX 6000 Blackwell has 3.17x more
NVIDIA B100
Compute (FP32-eq)
0.01x
B100 is 79.37x faster
FP32 Compute
0.25x
B100 is 3.97x faster
VRAM
0.06x
B100 has 17.45x more
Memory Bandwidth
0.06x
B100 has 16.53x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.07x
A100 SXM is 13.76x faster
FP32 Compute
0.58x
A100 SXM is 1.72x faster
VRAM
0.14x
A100 SXM has 7.27x more
Memory Bandwidth
0.24x
A100 SXM has 4.21x more

To match 1x NVIDIA A100 SXM

Cerebras WSE-3
VRAM
1.82x
Need 1.82x WSE-3
NVIDIA RTX 6000 Blackwell
Compute (FP32-eq)
0.86x
RTX 6000 Blackwell is 1.16x faster
FP32 Compute
0.11x
RTX 6000 Blackwell is 9.28x faster
VRAM
0.83x
RTX 6000 Blackwell has 1.20x more
Memory Bandwidth
1.33x
Need 1.33x RTX 6000 Blackwell
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 GeForce GTX 1080 Ti
Compute (FP32-eq)
13.76x
Need 13.76x GeForce GTX 1080 Ti
FP32 Compute
1.72x
Need 1.72x GeForce GTX 1080 Ti
VRAM
7.27x
Need 7.27x GeForce GTX 1080 Ti
Memory Bandwidth
4.21x
Need 4.21x GeForce GTX 1080 Ti

Pricing

Price TypeWSE-3RTX 6000 BlackwellB100GeForce GTX 1080 TiA100 SXM
CAPEX (Street Price)————$15,000
OPEX (per hour)—$1.26/hr—$0.04/hr$4.05/hr
Price per TFLOPs (FP32-eq)————$96