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Showing 128 XPUs • 6 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

SpecificationSambaNova SN40LAlibaba Hanguang 800AMD MI250XNVIDIA B200NVIDIA A30NVIDIA GeForce RTX 5060 Ti
ArchitectureReconfigurable Dataflow Unit (RDU)XuanTieCDNA 2BlackwellAmpereBlackwell
Form Factor——OAMSXMPCIePCIe
VRAM640 GB16 GB128 GB192 GB24 GB16 GB
Memory Bandwidth——3,277 GB/s8,000 GB/s933 GB/s544 GB/s
TFLOPs (FP32)——47.94510.325
TFLOPs (FP16)——3832,250——
TFLOPs——3832,25016588
TFLOPs (FP8)———4,500——
TDP700 W150 W560 W1000 W165 W220 W
Launch DateJan 2024Sep 2019Nov 2021Mar 2024Apr 2021Mar 2025

Efficiency Metrics

MetricSN40LHanguang 800MI250XB200A30GeForce RTX 5060 Ti
TFLOPs per Watt (FP32-eq)——0.341.130.500.20
Memory Bandwidth per GB——25.6 GB/s41.7 GB/s38.9 GB/s34.0 GB/s

Performance Equivalence

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

To match 1x SambaNova SN40L

Alibaba Hanguang 800
VRAM
40.00x
Need 40.00x Hanguang 800
AMD MI250X
VRAM
5.00x
Need 5.00x MI250X
NVIDIA B200
VRAM
3.33x
Need 3.33x B200
NVIDIA A30
VRAM
26.67x
Need 26.67x A30
NVIDIA GeForce RTX 5060 Ti
VRAM
40.00x
Need 40.00x GeForce RTX 5060 Ti

To match 1x Alibaba Hanguang 800

SambaNova SN40L
VRAM
0.03x
SN40L has 40.00x more
AMD MI250X
VRAM
0.13x
MI250X has 8.00x more
NVIDIA B200
VRAM
0.08x
B200 has 12.00x more
NVIDIA A30
VRAM
0.67x
A30 has 1.50x more
NVIDIA GeForce RTX 5060 Ti
VRAM
1.00x
GeForce RTX 5060 Ti has 1.00x more

To match 1x AMD MI250X

SambaNova SN40L
VRAM
0.20x
SN40L has 5.00x more
Alibaba Hanguang 800
VRAM
8.00x
Need 8.00x Hanguang 800
NVIDIA B200
Compute (FP32-eq)
0.17x
B200 is 5.87x faster
FP32 Compute
1.06x
Need 1.06x B200
VRAM
0.67x
B200 has 1.50x more
Memory Bandwidth
0.41x
B200 has 2.44x more
NVIDIA A30
Compute (FP32-eq)
2.32x
Need 2.32x A30
FP32 Compute
4.65x
Need 4.65x A30
VRAM
5.33x
Need 5.33x A30
Memory Bandwidth
3.51x
Need 3.51x A30
NVIDIA GeForce RTX 5060 Ti
Compute (FP32-eq)
4.35x
Need 4.35x GeForce RTX 5060 Ti
FP32 Compute
1.92x
Need 1.92x GeForce RTX 5060 Ti
VRAM
8.00x
Need 8.00x GeForce RTX 5060 Ti
Memory Bandwidth
6.02x
Need 6.02x GeForce RTX 5060 Ti

To match 1x NVIDIA B200

SambaNova SN40L
VRAM
0.30x
SN40L has 3.33x more
Alibaba Hanguang 800
VRAM
12.00x
Need 12.00x Hanguang 800
AMD MI250X
Compute (FP32-eq)
5.87x
Need 5.87x MI250X
FP32 Compute
0.94x
MI250X is 1.06x faster
VRAM
1.50x
Need 1.50x MI250X
Memory Bandwidth
2.44x
Need 2.44x MI250X
NVIDIA A30
Compute (FP32-eq)
13.64x
Need 13.64x A30
FP32 Compute
4.37x
Need 4.37x A30
VRAM
8.00x
Need 8.00x A30
Memory Bandwidth
8.57x
Need 8.57x A30
NVIDIA GeForce RTX 5060 Ti
Compute (FP32-eq)
25.57x
Need 25.57x GeForce RTX 5060 Ti
FP32 Compute
1.80x
Need 1.80x GeForce RTX 5060 Ti
VRAM
12.00x
Need 12.00x GeForce RTX 5060 Ti
Memory Bandwidth
14.71x
Need 14.71x GeForce RTX 5060 Ti

To match 1x NVIDIA A30

SambaNova SN40L
VRAM
0.04x
SN40L has 26.67x more
Alibaba Hanguang 800
VRAM
1.50x
Need 1.50x Hanguang 800
AMD MI250X
Compute (FP32-eq)
0.43x
MI250X is 2.32x faster
FP32 Compute
0.22x
MI250X is 4.65x faster
VRAM
0.19x
MI250X has 5.33x more
Memory Bandwidth
0.28x
MI250X has 3.51x more
NVIDIA B200
Compute (FP32-eq)
0.07x
B200 is 13.64x faster
FP32 Compute
0.23x
B200 is 4.37x faster
VRAM
0.13x
B200 has 8.00x more
Memory Bandwidth
0.12x
B200 has 8.57x more
NVIDIA GeForce RTX 5060 Ti
Compute (FP32-eq)
1.88x
Need 1.88x GeForce RTX 5060 Ti
FP32 Compute
0.41x
GeForce RTX 5060 Ti is 2.43x faster
VRAM
1.50x
Need 1.50x GeForce RTX 5060 Ti
Memory Bandwidth
1.72x
Need 1.72x GeForce RTX 5060 Ti

To match 1x NVIDIA GeForce RTX 5060 Ti

SambaNova SN40L
VRAM
0.03x
SN40L has 40.00x more
Alibaba Hanguang 800
VRAM
1.00x
Hanguang 800 has 1.00x more
AMD MI250X
Compute (FP32-eq)
0.23x
MI250X is 4.35x faster
FP32 Compute
0.52x
MI250X is 1.92x faster
VRAM
0.13x
MI250X has 8.00x more
Memory Bandwidth
0.17x
MI250X has 6.02x more
NVIDIA B200
Compute (FP32-eq)
0.04x
B200 is 25.57x faster
FP32 Compute
0.56x
B200 is 1.80x faster
VRAM
0.08x
B200 has 12.00x more
Memory Bandwidth
0.07x
B200 has 14.71x more
NVIDIA A30
Compute (FP32-eq)
0.53x
A30 is 1.88x faster
FP32 Compute
2.43x
Need 2.43x A30
VRAM
0.67x
A30 has 1.50x more
Memory Bandwidth
0.58x
A30 has 1.72x more

Pricing

Price TypeSN40LHanguang 800MI250XB200A30GeForce RTX 5060 Ti
CAPEX (Street Price)——$12,000$70,000——
OPEX (per hour)——$2.00/hr$3.99/hr$0.22/hr$0.09/hr
Price per TFLOPs (FP32-eq)——$63$62——