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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

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-3Microsoft Maia 100AMD MI325XNVIDIA GeForce GTX 1660NVIDIA GeForce RTX 3060 TiNVIDIA GeForce RTX 3090NVIDIA A100 SXMNVIDIA T4
ArchitectureWafer Scale EngineMaiaCDNA 3.5TuringAmpereAmpereAmpereTuring
Form Factor——OAMPCIePCIePCIeSXMPCIe
VRAM44 GB64 GB256 GB6 GB8 GB24 GB80 GB16 GB
Memory Bandwidth——6,000 GB/s192 GB/s448 GB/s936 GB/s2,039 GB/s320 GB/s
TFLOPs (FP32)——2075.02716.235.619.58.1
TFLOPs (FP16)——1,400———312—
TFLOPs—7001,4005.02733.27131265
TFLOPs (FP8)——2,800—————
TDP23000 W500 W800 W120 W200 W350 W400 W70 W
Launch DateMar 2024Nov 2023Oct 2024Mar 2019Dec 2020Sep 2020May 2020Sep 2018

Efficiency Metrics

MetricWSE-3Maia 100MI325XGeForce GTX 1660GeForce RTX 3060 TiGeForce RTX 3090A100 SXMT4
TFLOPs per Watt (FP32-eq)—0.700.880.040.080.100.390.46
Memory Bandwidth per GB——23.4 GB/s32.0 GB/s56.0 GB/s39.0 GB/s25.5 GB/s20.0 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

Microsoft Maia 100
VRAM
0.69x
Maia 100 has 1.45x more
AMD MI325X
VRAM
0.17x
MI325X has 5.82x more
NVIDIA GeForce GTX 1660
VRAM
7.33x
Need 7.33x GeForce GTX 1660
NVIDIA GeForce RTX 3060 Ti
VRAM
5.50x
Need 5.50x GeForce RTX 3060 Ti
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
NVIDIA T4
VRAM
2.75x
Need 2.75x T4

To match 1x Microsoft Maia 100

Cerebras WSE-3
VRAM
1.45x
Need 1.45x WSE-3
AMD MI325X
Compute (FP32-eq)
0.50x
MI325X is 2.00x faster
VRAM
0.25x
MI325X has 4.00x more
NVIDIA GeForce GTX 1660
Compute (FP32-eq)
69.62x
Need 69.62x GeForce GTX 1660
VRAM
10.67x
Need 10.67x GeForce GTX 1660
NVIDIA GeForce RTX 3060 Ti
Compute (FP32-eq)
21.08x
Need 21.08x GeForce RTX 3060 Ti
VRAM
8.00x
Need 8.00x GeForce RTX 3060 Ti
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
9.86x
Need 9.86x GeForce RTX 3090
VRAM
2.67x
Need 2.67x GeForce RTX 3090
NVIDIA A100 SXM
Compute (FP32-eq)
2.24x
Need 2.24x A100 SXM
VRAM
0.80x
A100 SXM has 1.25x more
NVIDIA T4
Compute (FP32-eq)
10.77x
Need 10.77x T4
VRAM
4.00x
Need 4.00x T4

To match 1x AMD MI325X

Cerebras WSE-3
VRAM
5.82x
Need 5.82x WSE-3
Microsoft Maia 100
Compute (FP32-eq)
2.00x
Need 2.00x Maia 100
VRAM
4.00x
Need 4.00x Maia 100
NVIDIA GeForce GTX 1660
Compute (FP32-eq)
139.25x
Need 139.25x GeForce GTX 1660
FP32 Compute
41.18x
Need 41.18x GeForce GTX 1660
VRAM
42.67x
Need 42.67x GeForce GTX 1660
Memory Bandwidth
31.25x
Need 31.25x GeForce GTX 1660
NVIDIA GeForce RTX 3060 Ti
Compute (FP32-eq)
42.17x
Need 42.17x GeForce RTX 3060 Ti
FP32 Compute
12.78x
Need 12.78x GeForce RTX 3060 Ti
VRAM
32.00x
Need 32.00x GeForce RTX 3060 Ti
Memory Bandwidth
13.39x
Need 13.39x GeForce RTX 3060 Ti
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
19.72x
Need 19.72x GeForce RTX 3090
FP32 Compute
5.81x
Need 5.81x GeForce RTX 3090
VRAM
10.67x
Need 10.67x GeForce RTX 3090
Memory Bandwidth
6.41x
Need 6.41x GeForce RTX 3090
NVIDIA A100 SXM
Compute (FP32-eq)
4.49x
Need 4.49x A100 SXM
FP32 Compute
10.62x
Need 10.62x A100 SXM
VRAM
3.20x
Need 3.20x A100 SXM
Memory Bandwidth
2.94x
Need 2.94x A100 SXM
NVIDIA T4
Compute (FP32-eq)
21.54x
Need 21.54x T4
FP32 Compute
25.56x
Need 25.56x T4
VRAM
16.00x
Need 16.00x T4
Memory Bandwidth
18.75x
Need 18.75x T4

To match 1x NVIDIA GeForce GTX 1660

Cerebras WSE-3
VRAM
0.14x
WSE-3 has 7.33x more
Microsoft Maia 100
Compute (FP32-eq)
0.01x
Maia 100 is 69.62x faster
VRAM
0.09x
Maia 100 has 10.67x more
AMD MI325X
Compute (FP32-eq)
0.01x
MI325X is 139.25x faster
FP32 Compute
0.02x
MI325X is 41.18x faster
VRAM
0.02x
MI325X has 42.67x more
Memory Bandwidth
0.03x
MI325X has 31.25x more
NVIDIA GeForce RTX 3060 Ti
Compute (FP32-eq)
0.30x
GeForce RTX 3060 Ti is 3.30x faster
FP32 Compute
0.31x
GeForce RTX 3060 Ti is 3.22x faster
VRAM
0.75x
GeForce RTX 3060 Ti has 1.33x more
Memory Bandwidth
0.43x
GeForce RTX 3060 Ti has 2.33x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.14x
GeForce RTX 3090 is 7.06x faster
FP32 Compute
0.14x
GeForce RTX 3090 is 7.08x faster
VRAM
0.25x
GeForce RTX 3090 has 4.00x more
Memory Bandwidth
0.21x
GeForce RTX 3090 has 4.88x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.03x
A100 SXM is 31.03x faster
FP32 Compute
0.26x
A100 SXM is 3.88x faster
VRAM
0.07x
A100 SXM has 13.33x more
Memory Bandwidth
0.09x
A100 SXM has 10.62x more
NVIDIA T4
Compute (FP32-eq)
0.15x
T4 is 6.47x faster
FP32 Compute
0.62x
T4 is 1.61x faster
VRAM
0.38x
T4 has 2.67x more
Memory Bandwidth
0.60x
T4 has 1.67x more

To match 1x NVIDIA GeForce RTX 3060 Ti

Cerebras WSE-3
VRAM
0.18x
WSE-3 has 5.50x more
Microsoft Maia 100
Compute (FP32-eq)
0.05x
Maia 100 is 21.08x faster
VRAM
0.13x
Maia 100 has 8.00x more
AMD MI325X
Compute (FP32-eq)
0.02x
MI325X is 42.17x faster
FP32 Compute
0.08x
MI325X is 12.78x faster
VRAM
0.03x
MI325X has 32.00x more
Memory Bandwidth
0.07x
MI325X has 13.39x more
NVIDIA GeForce GTX 1660
Compute (FP32-eq)
3.30x
Need 3.30x GeForce GTX 1660
FP32 Compute
3.22x
Need 3.22x GeForce GTX 1660
VRAM
1.33x
Need 1.33x GeForce GTX 1660
Memory Bandwidth
2.33x
Need 2.33x GeForce GTX 1660
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.47x
GeForce RTX 3090 is 2.14x faster
FP32 Compute
0.46x
GeForce RTX 3090 is 2.20x faster
VRAM
0.33x
GeForce RTX 3090 has 3.00x more
Memory Bandwidth
0.48x
GeForce RTX 3090 has 2.09x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.11x
A100 SXM is 9.40x faster
FP32 Compute
0.83x
A100 SXM is 1.20x faster
VRAM
0.10x
A100 SXM has 10.00x more
Memory Bandwidth
0.22x
A100 SXM has 4.55x more
NVIDIA T4
Compute (FP32-eq)
0.51x
T4 is 1.96x faster
FP32 Compute
2.00x
Need 2.00x T4
VRAM
0.50x
T4 has 2.00x more
Memory Bandwidth
1.40x
Need 1.40x T4

To match 1x NVIDIA GeForce RTX 3090

Cerebras WSE-3
VRAM
0.55x
WSE-3 has 1.83x more
Microsoft Maia 100
Compute (FP32-eq)
0.10x
Maia 100 is 9.86x faster
VRAM
0.38x
Maia 100 has 2.67x more
AMD MI325X
Compute (FP32-eq)
0.05x
MI325X is 19.72x faster
FP32 Compute
0.17x
MI325X is 5.81x faster
VRAM
0.09x
MI325X has 10.67x more
Memory Bandwidth
0.16x
MI325X has 6.41x more
NVIDIA GeForce GTX 1660
Compute (FP32-eq)
7.06x
Need 7.06x GeForce GTX 1660
FP32 Compute
7.08x
Need 7.08x GeForce GTX 1660
VRAM
4.00x
Need 4.00x GeForce GTX 1660
Memory Bandwidth
4.88x
Need 4.88x GeForce GTX 1660
NVIDIA GeForce RTX 3060 Ti
Compute (FP32-eq)
2.14x
Need 2.14x GeForce RTX 3060 Ti
FP32 Compute
2.20x
Need 2.20x GeForce RTX 3060 Ti
VRAM
3.00x
Need 3.00x GeForce RTX 3060 Ti
Memory Bandwidth
2.09x
Need 2.09x GeForce RTX 3060 Ti
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 T4
Compute (FP32-eq)
1.09x
Need 1.09x T4
FP32 Compute
4.40x
Need 4.40x T4
VRAM
1.50x
Need 1.50x T4
Memory Bandwidth
2.92x
Need 2.92x T4

To match 1x NVIDIA A100 SXM

Cerebras WSE-3
VRAM
1.82x
Need 1.82x WSE-3
Microsoft Maia 100
Compute (FP32-eq)
0.45x
Maia 100 is 2.24x faster
VRAM
1.25x
Need 1.25x Maia 100
AMD MI325X
Compute (FP32-eq)
0.22x
MI325X is 4.49x faster
FP32 Compute
0.09x
MI325X is 10.62x faster
VRAM
0.31x
MI325X has 3.20x more
Memory Bandwidth
0.34x
MI325X has 2.94x more
NVIDIA GeForce GTX 1660
Compute (FP32-eq)
31.03x
Need 31.03x GeForce GTX 1660
FP32 Compute
3.88x
Need 3.88x GeForce GTX 1660
VRAM
13.33x
Need 13.33x GeForce GTX 1660
Memory Bandwidth
10.62x
Need 10.62x GeForce GTX 1660
NVIDIA GeForce RTX 3060 Ti
Compute (FP32-eq)
9.40x
Need 9.40x GeForce RTX 3060 Ti
FP32 Compute
1.20x
Need 1.20x GeForce RTX 3060 Ti
VRAM
10.00x
Need 10.00x GeForce RTX 3060 Ti
Memory Bandwidth
4.55x
Need 4.55x GeForce RTX 3060 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 T4
Compute (FP32-eq)
4.80x
Need 4.80x T4
FP32 Compute
2.41x
Need 2.41x T4
VRAM
5.00x
Need 5.00x T4
Memory Bandwidth
6.37x
Need 6.37x T4

To match 1x NVIDIA T4

Cerebras WSE-3
VRAM
0.36x
WSE-3 has 2.75x more
Microsoft Maia 100
Compute (FP32-eq)
0.09x
Maia 100 is 10.77x faster
VRAM
0.25x
Maia 100 has 4.00x more
AMD MI325X
Compute (FP32-eq)
0.05x
MI325X is 21.54x faster
FP32 Compute
0.04x
MI325X is 25.56x faster
VRAM
0.06x
MI325X has 16.00x more
Memory Bandwidth
0.05x
MI325X has 18.75x more
NVIDIA GeForce GTX 1660
Compute (FP32-eq)
6.47x
Need 6.47x GeForce GTX 1660
FP32 Compute
1.61x
Need 1.61x GeForce GTX 1660
VRAM
2.67x
Need 2.67x GeForce GTX 1660
Memory Bandwidth
1.67x
Need 1.67x GeForce GTX 1660
NVIDIA GeForce RTX 3060 Ti
Compute (FP32-eq)
1.96x
Need 1.96x GeForce RTX 3060 Ti
FP32 Compute
0.50x
GeForce RTX 3060 Ti is 2.00x faster
VRAM
2.00x
Need 2.00x GeForce RTX 3060 Ti
Memory Bandwidth
0.71x
GeForce RTX 3060 Ti has 1.40x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.92x
GeForce RTX 3090 is 1.09x faster
FP32 Compute
0.23x
GeForce RTX 3090 is 4.40x faster
VRAM
0.67x
GeForce RTX 3090 has 1.50x more
Memory Bandwidth
0.34x
GeForce RTX 3090 has 2.92x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.21x
A100 SXM is 4.80x faster
FP32 Compute
0.42x
A100 SXM is 2.41x faster
VRAM
0.20x
A100 SXM has 5.00x more
Memory Bandwidth
0.16x
A100 SXM has 6.37x more

Pricing

Price TypeWSE-3Maia 100MI325XGeForce GTX 1660GeForce RTX 3060 TiGeForce RTX 3090A100 SXMT4
CAPEX (Street Price)——$45,000———$15,000—
OPEX (per hour)——$36.92/hr$0.04/hr$0.05/hr$0.11/hr$4.05/hr$0.27/hr
Price per TFLOPs (FP32-eq)——$64———$96—