Compare XPUs

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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-3Meta MTIA v1Enflame Technology CloudBlazer T20Google TPU v5pNVIDIA GeForce RTX 5070 TiNVIDIA B100NVIDIA GeForce RTX 3050NVIDIA GeForce RTX 3090NVIDIA A100 SXM
ArchitectureWafer Scale EngineMeta Training & Inference AcceleratorGCU (AI Graphics Unit)TPU v5BlackwellBlackwellAmpereAmpereAmpere
Form Factor———MezzaninePCIeSXMPCIePCIeSXM
VRAM44 GB128 GB32 GB95 GB16 GB192 GB8 GB24 GB80 GB
Memory Bandwidth————896 GB/s8,000 GB/s224 GB/s936 GB/s2,039 GB/s
TFLOPs (FP32)————47459.135.619.5
TFLOPs (FP16)————————312
TFLOPs———4591331,80018.271312
TFLOPs (FP8)—————————
TDP23000 W400 W250 W400 W300 W700 W130 W350 W400 W
Launch DateMar 2024May 2023Nov 2021Aug 2023Feb 2025Mar 2024Jan 2022Sep 2020May 2020

Efficiency Metrics

MetricWSE-3MTIA v1CloudBlazer T20TPU v5pGeForce RTX 5070 TiB100GeForce RTX 3050GeForce RTX 3090A100 SXM
TFLOPs per Watt (FP32-eq)———0.570.221.290.070.100.39
Memory Bandwidth per GB————56.0 GB/s41.7 GB/s28.0 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

Meta MTIA v1
VRAM
0.34x
MTIA v1 has 2.91x more
Enflame Technology CloudBlazer T20
VRAM
1.38x
Need 1.38x CloudBlazer T20
Google TPU v5p
VRAM
0.46x
TPU v5p has 2.16x more
NVIDIA GeForce RTX 5070 Ti
VRAM
2.75x
Need 2.75x GeForce RTX 5070 Ti
NVIDIA B100
VRAM
0.23x
B100 has 4.36x more
NVIDIA GeForce RTX 3050
VRAM
5.50x
Need 5.50x GeForce RTX 3050
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 Meta MTIA v1

Cerebras WSE-3
VRAM
2.91x
Need 2.91x WSE-3
Enflame Technology CloudBlazer T20
VRAM
4.00x
Need 4.00x CloudBlazer T20
Google TPU v5p
VRAM
1.35x
Need 1.35x TPU v5p
NVIDIA GeForce RTX 5070 Ti
VRAM
8.00x
Need 8.00x GeForce RTX 5070 Ti
NVIDIA B100
VRAM
0.67x
B100 has 1.50x more
NVIDIA GeForce RTX 3050
VRAM
16.00x
Need 16.00x GeForce RTX 3050
NVIDIA GeForce RTX 3090
VRAM
5.33x
Need 5.33x GeForce RTX 3090
NVIDIA A100 SXM
VRAM
1.60x
Need 1.60x A100 SXM

To match 1x Enflame Technology CloudBlazer T20

Cerebras WSE-3
VRAM
0.73x
WSE-3 has 1.38x more
Meta MTIA v1
VRAM
0.25x
MTIA v1 has 4.00x more
Google TPU v5p
VRAM
0.34x
TPU v5p has 2.97x more
NVIDIA GeForce RTX 5070 Ti
VRAM
2.00x
Need 2.00x GeForce RTX 5070 Ti
NVIDIA B100
VRAM
0.17x
B100 has 6.00x more
NVIDIA GeForce RTX 3050
VRAM
4.00x
Need 4.00x GeForce RTX 3050
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 Google TPU v5p

Cerebras WSE-3
VRAM
2.16x
Need 2.16x WSE-3
Meta MTIA v1
VRAM
0.74x
MTIA v1 has 1.35x more
Enflame Technology CloudBlazer T20
VRAM
2.97x
Need 2.97x CloudBlazer T20
NVIDIA GeForce RTX 5070 Ti
Compute (FP32-eq)
3.45x
Need 3.45x GeForce RTX 5070 Ti
VRAM
5.94x
Need 5.94x GeForce RTX 5070 Ti
NVIDIA B100
Compute (FP32-eq)
0.26x
B100 is 3.92x faster
VRAM
0.49x
B100 has 2.02x more
NVIDIA GeForce RTX 3050
Compute (FP32-eq)
25.22x
Need 25.22x GeForce RTX 3050
VRAM
11.88x
Need 11.88x GeForce RTX 3050
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
6.46x
Need 6.46x GeForce RTX 3090
VRAM
3.96x
Need 3.96x GeForce RTX 3090
NVIDIA A100 SXM
Compute (FP32-eq)
1.47x
Need 1.47x A100 SXM
VRAM
1.19x
Need 1.19x A100 SXM

To match 1x NVIDIA GeForce RTX 5070 Ti

Cerebras WSE-3
VRAM
0.36x
WSE-3 has 2.75x more
Meta MTIA v1
VRAM
0.13x
MTIA v1 has 8.00x more
Enflame Technology CloudBlazer T20
VRAM
0.50x
CloudBlazer T20 has 2.00x more
Google TPU v5p
Compute (FP32-eq)
0.29x
TPU v5p is 3.45x faster
VRAM
0.17x
TPU v5p has 5.94x more
NVIDIA B100
Compute (FP32-eq)
0.07x
B100 is 13.53x faster
FP32 Compute
1.04x
Need 1.04x B100
VRAM
0.08x
B100 has 12.00x more
Memory Bandwidth
0.11x
B100 has 8.93x more
NVIDIA GeForce RTX 3050
Compute (FP32-eq)
7.31x
Need 7.31x GeForce RTX 3050
FP32 Compute
5.16x
Need 5.16x GeForce RTX 3050
VRAM
2.00x
Need 2.00x GeForce RTX 3050
Memory Bandwidth
4.00x
Need 4.00x GeForce RTX 3050
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
1.87x
Need 1.87x GeForce RTX 3090
FP32 Compute
1.32x
Need 1.32x GeForce RTX 3090
VRAM
0.67x
GeForce RTX 3090 has 1.50x more
Memory Bandwidth
0.96x
GeForce RTX 3090 has 1.04x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.43x
A100 SXM is 2.35x faster
FP32 Compute
2.41x
Need 2.41x A100 SXM
VRAM
0.20x
A100 SXM has 5.00x more
Memory Bandwidth
0.44x
A100 SXM has 2.28x more

To match 1x NVIDIA B100

Cerebras WSE-3
VRAM
4.36x
Need 4.36x WSE-3
Meta MTIA v1
VRAM
1.50x
Need 1.50x MTIA v1
Enflame Technology CloudBlazer T20
VRAM
6.00x
Need 6.00x CloudBlazer T20
Google TPU v5p
Compute (FP32-eq)
3.92x
Need 3.92x TPU v5p
VRAM
2.02x
Need 2.02x TPU v5p
NVIDIA GeForce RTX 5070 Ti
Compute (FP32-eq)
13.53x
Need 13.53x GeForce RTX 5070 Ti
FP32 Compute
0.96x
GeForce RTX 5070 Ti is 1.04x faster
VRAM
12.00x
Need 12.00x GeForce RTX 5070 Ti
Memory Bandwidth
8.93x
Need 8.93x GeForce RTX 5070 Ti
NVIDIA GeForce RTX 3050
Compute (FP32-eq)
98.90x
Need 98.90x GeForce RTX 3050
FP32 Compute
4.95x
Need 4.95x GeForce RTX 3050
VRAM
24.00x
Need 24.00x GeForce RTX 3050
Memory Bandwidth
35.71x
Need 35.71x GeForce RTX 3050
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
25.35x
Need 25.35x GeForce RTX 3090
FP32 Compute
1.26x
Need 1.26x GeForce RTX 3090
VRAM
8.00x
Need 8.00x GeForce RTX 3090
Memory Bandwidth
8.55x
Need 8.55x GeForce RTX 3090
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 RTX 3050

Cerebras WSE-3
VRAM
0.18x
WSE-3 has 5.50x more
Meta MTIA v1
VRAM
0.06x
MTIA v1 has 16.00x more
Enflame Technology CloudBlazer T20
VRAM
0.25x
CloudBlazer T20 has 4.00x more
Google TPU v5p
Compute (FP32-eq)
0.04x
TPU v5p is 25.22x faster
VRAM
0.08x
TPU v5p has 11.88x more
NVIDIA GeForce RTX 5070 Ti
Compute (FP32-eq)
0.14x
GeForce RTX 5070 Ti is 7.31x faster
FP32 Compute
0.19x
GeForce RTX 5070 Ti is 5.16x faster
VRAM
0.50x
GeForce RTX 5070 Ti has 2.00x more
Memory Bandwidth
0.25x
GeForce RTX 5070 Ti has 4.00x more
NVIDIA B100
Compute (FP32-eq)
0.01x
B100 is 98.90x faster
FP32 Compute
0.20x
B100 is 4.95x faster
VRAM
0.04x
B100 has 24.00x more
Memory Bandwidth
0.03x
B100 has 35.71x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.26x
GeForce RTX 3090 is 3.90x faster
FP32 Compute
0.26x
GeForce RTX 3090 is 3.91x faster
VRAM
0.33x
GeForce RTX 3090 has 3.00x more
Memory Bandwidth
0.24x
GeForce RTX 3090 has 4.18x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.06x
A100 SXM is 17.14x faster
FP32 Compute
0.47x
A100 SXM is 2.14x faster
VRAM
0.10x
A100 SXM has 10.00x more
Memory Bandwidth
0.11x
A100 SXM has 9.10x more

To match 1x NVIDIA GeForce RTX 3090

Cerebras WSE-3
VRAM
0.55x
WSE-3 has 1.83x more
Meta MTIA v1
VRAM
0.19x
MTIA v1 has 5.33x more
Enflame Technology CloudBlazer T20
VRAM
0.75x
CloudBlazer T20 has 1.33x more
Google TPU v5p
Compute (FP32-eq)
0.15x
TPU v5p is 6.46x faster
VRAM
0.25x
TPU v5p has 3.96x more
NVIDIA GeForce RTX 5070 Ti
Compute (FP32-eq)
0.53x
GeForce RTX 5070 Ti is 1.87x faster
FP32 Compute
0.76x
GeForce RTX 5070 Ti is 1.32x faster
VRAM
1.50x
Need 1.50x GeForce RTX 5070 Ti
Memory Bandwidth
1.04x
Need 1.04x GeForce RTX 5070 Ti
NVIDIA B100
Compute (FP32-eq)
0.04x
B100 is 25.35x faster
FP32 Compute
0.79x
B100 is 1.26x faster
VRAM
0.13x
B100 has 8.00x more
Memory Bandwidth
0.12x
B100 has 8.55x more
NVIDIA GeForce RTX 3050
Compute (FP32-eq)
3.90x
Need 3.90x GeForce RTX 3050
FP32 Compute
3.91x
Need 3.91x GeForce RTX 3050
VRAM
3.00x
Need 3.00x GeForce RTX 3050
Memory Bandwidth
4.18x
Need 4.18x GeForce RTX 3050
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
Meta MTIA v1
VRAM
0.63x
MTIA v1 has 1.60x more
Enflame Technology CloudBlazer T20
VRAM
2.50x
Need 2.50x CloudBlazer T20
Google TPU v5p
Compute (FP32-eq)
0.68x
TPU v5p is 1.47x faster
VRAM
0.84x
TPU v5p has 1.19x more
NVIDIA GeForce RTX 5070 Ti
Compute (FP32-eq)
2.35x
Need 2.35x GeForce RTX 5070 Ti
FP32 Compute
0.41x
GeForce RTX 5070 Ti is 2.41x faster
VRAM
5.00x
Need 5.00x GeForce RTX 5070 Ti
Memory Bandwidth
2.28x
Need 2.28x GeForce RTX 5070 Ti
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 RTX 3050
Compute (FP32-eq)
17.14x
Need 17.14x GeForce RTX 3050
FP32 Compute
2.14x
Need 2.14x GeForce RTX 3050
VRAM
10.00x
Need 10.00x GeForce RTX 3050
Memory Bandwidth
9.10x
Need 9.10x GeForce RTX 3050
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-3MTIA v1CloudBlazer T20TPU v5pGeForce RTX 5070 TiB100GeForce RTX 3050GeForce RTX 3090A100 SXM
CAPEX (Street Price)————————$15,000
OPEX (per hour)———$5.00/hr$0.12/hr—$0.05/hr$0.11/hr$4.05/hr
Price per TFLOPs (FP32-eq)————————$96