Compare XPUs

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Showing 128 XPUs • 7 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

SpecificationGraphcore Bow IPUFuriosaAI RNGD (Renegade)NVIDIA B100NVIDIA GeForce GT 730NVIDIA GeForce RTX 3090NVIDIA GH200NVIDIA A100 SXM
ArchitectureBow-2000Tensor Contraction ProcessorBlackwellKeplerAmpereHopperAmpere
Form Factor—PCIeSXMPCIePCIeSXMSXM
VRAM3.6 GB48 GB192 GB2 GB24 GB96 GB80 GB
Memory Bandwidth—1,500 GB/s8,000 GB/s28.5 GB/s936 GB/s4,000 GB/s2,039 GB/s
TFLOPs (FP32)——450.69335.66719.5
TFLOPs (FP16)1,000—————312
TFLOPs—2561,8000.69371989312
TFLOPs (FP8)—512—————
TDP200 W180 W700 W49 W350 W1000 W400 W
Launch DateMar 2022Jan 2024Mar 2024Jun 2014Sep 2020May 2023May 2020

Efficiency Metrics

MetricBow IPURNGD (Renegade)B100GeForce GT 730GeForce RTX 3090GH200A100 SXM
TFLOPs per Watt (FP32-eq)—0.711.290.010.100.490.39
Memory Bandwidth per GB—31.3 GB/s41.7 GB/s14.3 GB/s39.0 GB/s41.7 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 Graphcore Bow IPU

FuriosaAI RNGD (Renegade)
VRAM
0.07x
RNGD (Renegade) has 13.33x more
NVIDIA B100
VRAM
0.02x
B100 has 53.33x more
NVIDIA GeForce GT 730
VRAM
1.80x
Need 1.80x GeForce GT 730
NVIDIA GeForce RTX 3090
VRAM
0.15x
GeForce RTX 3090 has 6.67x more
NVIDIA GH200
VRAM
0.04x
GH200 has 26.67x more
NVIDIA A100 SXM
VRAM
0.04x
A100 SXM has 22.22x more

To match 1x FuriosaAI RNGD (Renegade)

Graphcore Bow IPU
VRAM
13.33x
Need 13.33x Bow IPU
NVIDIA B100
Compute (FP32-eq)
0.14x
B100 is 7.03x faster
VRAM
0.25x
B100 has 4.00x more
Memory Bandwidth
0.19x
B100 has 5.33x more
NVIDIA GeForce GT 730
Compute (FP32-eq)
184.70x
Need 184.70x GeForce GT 730
VRAM
24.00x
Need 24.00x GeForce GT 730
Memory Bandwidth
52.63x
Need 52.63x GeForce GT 730
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
3.61x
Need 3.61x GeForce RTX 3090
VRAM
2.00x
Need 2.00x GeForce RTX 3090
Memory Bandwidth
1.60x
Need 1.60x GeForce RTX 3090
NVIDIA GH200
Compute (FP32-eq)
0.26x
GH200 is 3.86x faster
VRAM
0.50x
GH200 has 2.00x more
Memory Bandwidth
0.38x
GH200 has 2.67x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.82x
A100 SXM is 1.22x faster
VRAM
0.60x
A100 SXM has 1.67x more
Memory Bandwidth
0.74x
A100 SXM has 1.36x more

To match 1x NVIDIA B100

Graphcore Bow IPU
VRAM
53.33x
Need 53.33x Bow IPU
FuriosaAI RNGD (Renegade)
Compute (FP32-eq)
7.03x
Need 7.03x RNGD (Renegade)
VRAM
4.00x
Need 4.00x RNGD (Renegade)
Memory Bandwidth
5.33x
Need 5.33x RNGD (Renegade)
NVIDIA GeForce GT 730
Compute (FP32-eq)
1298.70x
Need 1298.70x GeForce GT 730
FP32 Compute
64.94x
Need 64.94x GeForce GT 730
VRAM
96.00x
Need 96.00x GeForce GT 730
Memory Bandwidth
280.70x
Need 280.70x GeForce GT 730
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 GH200
Compute (FP32-eq)
1.82x
Need 1.82x GH200
FP32 Compute
0.67x
GH200 is 1.49x faster
VRAM
2.00x
Need 2.00x GH200
Memory Bandwidth
2.00x
Need 2.00x GH200
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 GT 730

Graphcore Bow IPU
VRAM
0.56x
Bow IPU has 1.80x more
FuriosaAI RNGD (Renegade)
Compute (FP32-eq)
0.01x
RNGD (Renegade) is 184.70x faster
VRAM
0.04x
RNGD (Renegade) has 24.00x more
Memory Bandwidth
0.02x
RNGD (Renegade) has 52.63x more
NVIDIA B100
Compute (FP32-eq)
0.00x
B100 is 1298.70x faster
FP32 Compute
0.02x
B100 is 64.94x faster
VRAM
0.01x
B100 has 96.00x more
Memory Bandwidth
0.00x
B100 has 280.70x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.02x
GeForce RTX 3090 is 51.23x faster
FP32 Compute
0.02x
GeForce RTX 3090 is 51.37x faster
VRAM
0.08x
GeForce RTX 3090 has 12.00x more
Memory Bandwidth
0.03x
GeForce RTX 3090 has 32.84x more
NVIDIA GH200
Compute (FP32-eq)
0.00x
GH200 is 713.56x faster
FP32 Compute
0.01x
GH200 is 96.68x faster
VRAM
0.02x
GH200 has 48.00x more
Memory Bandwidth
0.01x
GH200 has 140.35x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.00x
A100 SXM is 225.11x faster
FP32 Compute
0.04x
A100 SXM is 28.14x faster
VRAM
0.03x
A100 SXM has 40.00x more
Memory Bandwidth
0.01x
A100 SXM has 71.54x more

To match 1x NVIDIA GeForce RTX 3090

Graphcore Bow IPU
VRAM
6.67x
Need 6.67x Bow IPU
FuriosaAI RNGD (Renegade)
Compute (FP32-eq)
0.28x
RNGD (Renegade) is 3.61x faster
VRAM
0.50x
RNGD (Renegade) has 2.00x more
Memory Bandwidth
0.62x
RNGD (Renegade) has 1.60x more
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 GT 730
Compute (FP32-eq)
51.23x
Need 51.23x GeForce GT 730
FP32 Compute
51.37x
Need 51.37x GeForce GT 730
VRAM
12.00x
Need 12.00x GeForce GT 730
Memory Bandwidth
32.84x
Need 32.84x GeForce GT 730
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

To match 1x NVIDIA GH200

Graphcore Bow IPU
VRAM
26.67x
Need 26.67x Bow IPU
FuriosaAI RNGD (Renegade)
Compute (FP32-eq)
3.86x
Need 3.86x RNGD (Renegade)
VRAM
2.00x
Need 2.00x RNGD (Renegade)
Memory Bandwidth
2.67x
Need 2.67x RNGD (Renegade)
NVIDIA B100
Compute (FP32-eq)
0.55x
B100 is 1.82x faster
FP32 Compute
1.49x
Need 1.49x B100
VRAM
0.50x
B100 has 2.00x more
Memory Bandwidth
0.50x
B100 has 2.00x more
NVIDIA GeForce GT 730
Compute (FP32-eq)
713.56x
Need 713.56x GeForce GT 730
FP32 Compute
96.68x
Need 96.68x GeForce GT 730
VRAM
48.00x
Need 48.00x GeForce GT 730
Memory Bandwidth
140.35x
Need 140.35x GeForce GT 730
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

To match 1x NVIDIA A100 SXM

Graphcore Bow IPU
VRAM
22.22x
Need 22.22x Bow IPU
FuriosaAI RNGD (Renegade)
Compute (FP32-eq)
1.22x
Need 1.22x RNGD (Renegade)
VRAM
1.67x
Need 1.67x RNGD (Renegade)
Memory Bandwidth
1.36x
Need 1.36x RNGD (Renegade)
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 GT 730
Compute (FP32-eq)
225.11x
Need 225.11x GeForce GT 730
FP32 Compute
28.14x
Need 28.14x GeForce GT 730
VRAM
40.00x
Need 40.00x GeForce GT 730
Memory Bandwidth
71.54x
Need 71.54x GeForce GT 730
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

Pricing

Price TypeBow IPURNGD (Renegade)B100GeForce GT 730GeForce RTX 3090GH200A100 SXM
CAPEX (Street Price)——————$15,000
OPEX (per hour)———$0.04/hr$0.11/hr$1.49/hr$4.05/hr
Price per TFLOPs (FP32-eq)——————$96