Compare XPUs

Select up to 5 XPUs to compare side-by-side

Select XPUs to Compare

Showing 128 XPUs6 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

SpecificationSambaNova SN40LFuriosaAI RNGD (Renegade)NVIDIA RTX 4500 Ada GenerationNVIDIA GeForce RTX 2080 TiNVIDIA GeForce RTX 3090NVIDIA GeForce RTX 3080
ArchitectureReconfigurable Dataflow Unit (RDU)Tensor Contraction ProcessorAda LovelaceTuringAmpereAmpere
Form FactorPCIePCIePCIePCIePCIe
VRAM640 GB48 GB24 GB11 GB24 GB10 GB
Memory Bandwidth1,500 GB/s576 GB/s616 GB/s936 GB/s760 GB/s
TFLOPs (FP32)48.513.435.629.8
TFLOPs (FP16)
TFLOPs2569713.47159.2
TFLOPs (FP8)512
TDP700 W180 W210 W250 W350 W320 W
Launch DateJan 2024Jan 2024Mar 2023Sep 2018Sep 2020Sep 2020

Efficiency Metrics

MetricSN40LRNGD (Renegade)RTX 4500 Ada GenerationGeForce RTX 2080 TiGeForce RTX 3090GeForce RTX 3080
TFLOPs per Watt (FP32-eq)0.710.230.050.100.09
Memory Bandwidth per GB31.3 GB/s24.0 GB/s56.0 GB/s39.0 GB/s76.0 GB/s

Performance Equivalence

How many units of each GPU are needed to match the performance of the others?

To match 1x SambaNova SN40L

FuriosaAI RNGD (Renegade)
VRAM
13.33x
Need 13.33x RNGD (Renegade)
NVIDIA RTX 4500 Ada Generation
VRAM
26.67x
Need 26.67x RTX 4500 Ada Generation
NVIDIA GeForce RTX 2080 Ti
VRAM
58.18x
Need 58.18x GeForce RTX 2080 Ti
NVIDIA GeForce RTX 3090
VRAM
26.67x
Need 26.67x GeForce RTX 3090
NVIDIA GeForce RTX 3080
VRAM
64.00x
Need 64.00x GeForce RTX 3080

To match 1x FuriosaAI RNGD (Renegade)

SambaNova SN40L
VRAM
0.07x
SN40L has 13.33x more
NVIDIA RTX 4500 Ada Generation
Compute (FP32-eq)
2.64x
Need 2.64x RTX 4500 Ada Generation
VRAM
2.00x
Need 2.00x RTX 4500 Ada Generation
Memory Bandwidth
2.60x
Need 2.60x RTX 4500 Ada Generation
NVIDIA GeForce RTX 2080 Ti
Compute (FP32-eq)
9.55x
Need 9.55x GeForce RTX 2080 Ti
VRAM
4.36x
Need 4.36x GeForce RTX 2080 Ti
Memory Bandwidth
2.44x
Need 2.44x GeForce RTX 2080 Ti
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 GeForce RTX 3080
Compute (FP32-eq)
4.32x
Need 4.32x GeForce RTX 3080
VRAM
4.80x
Need 4.80x GeForce RTX 3080
Memory Bandwidth
1.97x
Need 1.97x GeForce RTX 3080

To match 1x NVIDIA RTX 4500 Ada Generation

SambaNova SN40L
VRAM
0.04x
SN40L has 26.67x more
FuriosaAI RNGD (Renegade)
Compute (FP32-eq)
0.38x
RNGD (Renegade) is 2.64x faster
VRAM
0.50x
RNGD (Renegade) has 2.00x more
Memory Bandwidth
0.38x
RNGD (Renegade) has 2.60x more
NVIDIA GeForce RTX 2080 Ti
Compute (FP32-eq)
3.62x
Need 3.62x GeForce RTX 2080 Ti
FP32 Compute
3.62x
Need 3.62x GeForce RTX 2080 Ti
VRAM
2.18x
Need 2.18x GeForce RTX 2080 Ti
Memory Bandwidth
0.94x
GeForce RTX 2080 Ti has 1.07x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
1.37x
Need 1.37x GeForce RTX 3090
FP32 Compute
1.36x
Need 1.36x GeForce RTX 3090
VRAM
1.00x
GeForce RTX 3090 has 1.00x more
Memory Bandwidth
0.62x
GeForce RTX 3090 has 1.63x more
NVIDIA GeForce RTX 3080
Compute (FP32-eq)
1.64x
Need 1.64x GeForce RTX 3080
FP32 Compute
1.63x
Need 1.63x GeForce RTX 3080
VRAM
2.40x
Need 2.40x GeForce RTX 3080
Memory Bandwidth
0.76x
GeForce RTX 3080 has 1.32x more

To match 1x NVIDIA GeForce RTX 2080 Ti

SambaNova SN40L
VRAM
0.02x
SN40L has 58.18x more
FuriosaAI RNGD (Renegade)
Compute (FP32-eq)
0.10x
RNGD (Renegade) is 9.55x faster
VRAM
0.23x
RNGD (Renegade) has 4.36x more
Memory Bandwidth
0.41x
RNGD (Renegade) has 2.44x more
NVIDIA RTX 4500 Ada Generation
Compute (FP32-eq)
0.28x
RTX 4500 Ada Generation is 3.62x faster
FP32 Compute
0.28x
RTX 4500 Ada Generation is 3.62x faster
VRAM
0.46x
RTX 4500 Ada Generation has 2.18x more
Memory Bandwidth
1.07x
Need 1.07x RTX 4500 Ada Generation
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.38x
GeForce RTX 3090 is 2.65x faster
FP32 Compute
0.38x
GeForce RTX 3090 is 2.66x faster
VRAM
0.46x
GeForce RTX 3090 has 2.18x more
Memory Bandwidth
0.66x
GeForce RTX 3090 has 1.52x more
NVIDIA GeForce RTX 3080
Compute (FP32-eq)
0.45x
GeForce RTX 3080 is 2.21x faster
FP32 Compute
0.45x
GeForce RTX 3080 is 2.22x faster
VRAM
1.10x
Need 1.10x GeForce RTX 3080
Memory Bandwidth
0.81x
GeForce RTX 3080 has 1.23x more

To match 1x NVIDIA GeForce RTX 3090

SambaNova SN40L
VRAM
0.04x
SN40L has 26.67x more
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 RTX 4500 Ada Generation
Compute (FP32-eq)
0.73x
RTX 4500 Ada Generation is 1.37x faster
FP32 Compute
0.73x
RTX 4500 Ada Generation is 1.36x faster
VRAM
1.00x
RTX 4500 Ada Generation has 1.00x more
Memory Bandwidth
1.63x
Need 1.63x RTX 4500 Ada Generation
NVIDIA GeForce RTX 2080 Ti
Compute (FP32-eq)
2.65x
Need 2.65x GeForce RTX 2080 Ti
FP32 Compute
2.66x
Need 2.66x GeForce RTX 2080 Ti
VRAM
2.18x
Need 2.18x GeForce RTX 2080 Ti
Memory Bandwidth
1.52x
Need 1.52x GeForce RTX 2080 Ti
NVIDIA GeForce RTX 3080
Compute (FP32-eq)
1.20x
Need 1.20x GeForce RTX 3080
FP32 Compute
1.19x
Need 1.19x GeForce RTX 3080
VRAM
2.40x
Need 2.40x GeForce RTX 3080
Memory Bandwidth
1.23x
Need 1.23x GeForce RTX 3080

To match 1x NVIDIA GeForce RTX 3080

SambaNova SN40L
VRAM
0.02x
SN40L has 64.00x more
FuriosaAI RNGD (Renegade)
Compute (FP32-eq)
0.23x
RNGD (Renegade) is 4.32x faster
VRAM
0.21x
RNGD (Renegade) has 4.80x more
Memory Bandwidth
0.51x
RNGD (Renegade) has 1.97x more
NVIDIA RTX 4500 Ada Generation
Compute (FP32-eq)
0.61x
RTX 4500 Ada Generation is 1.64x faster
FP32 Compute
0.61x
RTX 4500 Ada Generation is 1.63x faster
VRAM
0.42x
RTX 4500 Ada Generation has 2.40x more
Memory Bandwidth
1.32x
Need 1.32x RTX 4500 Ada Generation
NVIDIA GeForce RTX 2080 Ti
Compute (FP32-eq)
2.21x
Need 2.21x GeForce RTX 2080 Ti
FP32 Compute
2.22x
Need 2.22x GeForce RTX 2080 Ti
VRAM
0.91x
GeForce RTX 2080 Ti has 1.10x more
Memory Bandwidth
1.23x
Need 1.23x GeForce RTX 2080 Ti
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.83x
GeForce RTX 3090 is 1.20x faster
FP32 Compute
0.84x
GeForce RTX 3090 is 1.19x faster
VRAM
0.42x
GeForce RTX 3090 has 2.40x more
Memory Bandwidth
0.81x
GeForce RTX 3090 has 1.23x more

Pricing

Price TypeSN40LRNGD (Renegade)RTX 4500 Ada GenerationGeForce RTX 2080 TiGeForce RTX 3090GeForce RTX 3080
CAPEX (Street Price)
OPEX (per hour)$0.07/hr$0.11/hr$0.08/hr
Price per TFLOPs (FP32-eq)