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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

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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 SN40LFuriosaAI RNGD (Renegade)NVIDIA RTX 6000 BlackwellNVIDIA GeForce RTX 4070 Ti SuperNVIDIA GB200NVIDIA GeForce RTX 3090NVIDIA L40
ArchitectureReconfigurable Dataflow Unit (RDU)Tensor Contraction ProcessorBlackwellAda LovelaceBlackwellAmpereAda Lovelace
Form Factor—PCIePCIePCIeSXMPCIePCIe
VRAM640 GB48 GB96 GB16 GB192 GB24 GB48 GB
Memory Bandwidth—1,500 GB/s1,536 GB/s672 GB/s8,000 GB/s936 GB/s864 GB/s
TFLOPs (FP32)——181—9035.645
TFLOPs (FP16)———————
TFLOPs—256362882,50071181.05
TFLOPs (FP8)—512—————
TDP700 W180 W300 W285 W1000 W350 W300 W
Launch DateJan 2024Jan 2024Jan 2025Jan 2024Mar 2024Sep 2020Oct 2022

Efficiency Metrics

MetricSN40LRNGD (Renegade)RTX 6000 BlackwellGeForce RTX 4070 Ti SuperGB200GeForce RTX 3090L40
TFLOPs per Watt (FP32-eq)—0.710.600.151.250.100.30
Memory Bandwidth per GB—31.3 GB/s16.0 GB/s42.0 GB/s41.7 GB/s39.0 GB/s18.0 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 6000 Blackwell
VRAM
6.67x
Need 6.67x RTX 6000 Blackwell
NVIDIA GeForce RTX 4070 Ti Super
VRAM
40.00x
Need 40.00x GeForce RTX 4070 Ti Super
NVIDIA GB200
VRAM
3.33x
Need 3.33x GB200
NVIDIA GeForce RTX 3090
VRAM
26.67x
Need 26.67x GeForce RTX 3090
NVIDIA L40
VRAM
13.33x
Need 13.33x L40

To match 1x FuriosaAI RNGD (Renegade)

SambaNova SN40L
VRAM
0.07x
SN40L has 13.33x more
NVIDIA RTX 6000 Blackwell
Compute (FP32-eq)
0.71x
RTX 6000 Blackwell is 1.41x faster
VRAM
0.50x
RTX 6000 Blackwell has 2.00x more
Memory Bandwidth
0.98x
RTX 6000 Blackwell has 1.02x more
NVIDIA GeForce RTX 4070 Ti Super
Compute (FP32-eq)
2.91x
Need 2.91x GeForce RTX 4070 Ti Super
VRAM
3.00x
Need 3.00x GeForce RTX 4070 Ti Super
Memory Bandwidth
2.23x
Need 2.23x GeForce RTX 4070 Ti Super
NVIDIA GB200
Compute (FP32-eq)
0.10x
GB200 is 9.77x faster
VRAM
0.25x
GB200 has 4.00x more
Memory Bandwidth
0.19x
GB200 has 5.33x more
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 L40
Compute (FP32-eq)
1.41x
Need 1.41x L40
VRAM
1.00x
L40 has 1.00x more
Memory Bandwidth
1.74x
Need 1.74x L40

To match 1x NVIDIA RTX 6000 Blackwell

SambaNova SN40L
VRAM
0.15x
SN40L has 6.67x more
FuriosaAI RNGD (Renegade)
Compute (FP32-eq)
1.41x
Need 1.41x RNGD (Renegade)
VRAM
2.00x
Need 2.00x RNGD (Renegade)
Memory Bandwidth
1.02x
Need 1.02x RNGD (Renegade)
NVIDIA GeForce RTX 4070 Ti Super
Compute (FP32-eq)
4.11x
Need 4.11x GeForce RTX 4070 Ti Super
VRAM
6.00x
Need 6.00x GeForce RTX 4070 Ti Super
Memory Bandwidth
2.29x
Need 2.29x GeForce RTX 4070 Ti Super
NVIDIA GB200
Compute (FP32-eq)
0.14x
GB200 is 6.91x faster
FP32 Compute
2.01x
Need 2.01x GB200
VRAM
0.50x
GB200 has 2.00x more
Memory Bandwidth
0.19x
GB200 has 5.21x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
5.10x
Need 5.10x GeForce RTX 3090
FP32 Compute
5.08x
Need 5.08x GeForce RTX 3090
VRAM
4.00x
Need 4.00x GeForce RTX 3090
Memory Bandwidth
1.64x
Need 1.64x GeForce RTX 3090
NVIDIA L40
Compute (FP32-eq)
2.00x
Need 2.00x L40
FP32 Compute
4.02x
Need 4.02x L40
VRAM
2.00x
Need 2.00x L40
Memory Bandwidth
1.78x
Need 1.78x L40

To match 1x NVIDIA GeForce RTX 4070 Ti Super

SambaNova SN40L
VRAM
0.03x
SN40L has 40.00x more
FuriosaAI RNGD (Renegade)
Compute (FP32-eq)
0.34x
RNGD (Renegade) is 2.91x faster
VRAM
0.33x
RNGD (Renegade) has 3.00x more
Memory Bandwidth
0.45x
RNGD (Renegade) has 2.23x more
NVIDIA RTX 6000 Blackwell
Compute (FP32-eq)
0.24x
RTX 6000 Blackwell is 4.11x faster
VRAM
0.17x
RTX 6000 Blackwell has 6.00x more
Memory Bandwidth
0.44x
RTX 6000 Blackwell has 2.29x more
NVIDIA GB200
Compute (FP32-eq)
0.04x
GB200 is 28.41x faster
VRAM
0.08x
GB200 has 12.00x more
Memory Bandwidth
0.08x
GB200 has 11.90x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
1.24x
Need 1.24x GeForce RTX 3090
VRAM
0.67x
GeForce RTX 3090 has 1.50x more
Memory Bandwidth
0.72x
GeForce RTX 3090 has 1.39x more
NVIDIA L40
Compute (FP32-eq)
0.49x
L40 is 2.06x faster
VRAM
0.33x
L40 has 3.00x more
Memory Bandwidth
0.78x
L40 has 1.29x more

To match 1x NVIDIA GB200

SambaNova SN40L
VRAM
0.30x
SN40L has 3.33x more
FuriosaAI RNGD (Renegade)
Compute (FP32-eq)
9.77x
Need 9.77x RNGD (Renegade)
VRAM
4.00x
Need 4.00x RNGD (Renegade)
Memory Bandwidth
5.33x
Need 5.33x RNGD (Renegade)
NVIDIA RTX 6000 Blackwell
Compute (FP32-eq)
6.91x
Need 6.91x RTX 6000 Blackwell
FP32 Compute
0.50x
RTX 6000 Blackwell is 2.01x faster
VRAM
2.00x
Need 2.00x RTX 6000 Blackwell
Memory Bandwidth
5.21x
Need 5.21x RTX 6000 Blackwell
NVIDIA GeForce RTX 4070 Ti Super
Compute (FP32-eq)
28.41x
Need 28.41x GeForce RTX 4070 Ti Super
VRAM
12.00x
Need 12.00x GeForce RTX 4070 Ti Super
Memory Bandwidth
11.90x
Need 11.90x GeForce RTX 4070 Ti Super
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
35.21x
Need 35.21x GeForce RTX 3090
FP32 Compute
2.53x
Need 2.53x GeForce RTX 3090
VRAM
8.00x
Need 8.00x GeForce RTX 3090
Memory Bandwidth
8.55x
Need 8.55x GeForce RTX 3090
NVIDIA L40
Compute (FP32-eq)
13.81x
Need 13.81x L40
FP32 Compute
2.00x
Need 2.00x L40
VRAM
4.00x
Need 4.00x L40
Memory Bandwidth
9.26x
Need 9.26x L40

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 6000 Blackwell
Compute (FP32-eq)
0.20x
RTX 6000 Blackwell is 5.10x faster
FP32 Compute
0.20x
RTX 6000 Blackwell is 5.08x faster
VRAM
0.25x
RTX 6000 Blackwell has 4.00x more
Memory Bandwidth
0.61x
RTX 6000 Blackwell has 1.64x more
NVIDIA GeForce RTX 4070 Ti Super
Compute (FP32-eq)
0.81x
GeForce RTX 4070 Ti Super is 1.24x faster
VRAM
1.50x
Need 1.50x GeForce RTX 4070 Ti Super
Memory Bandwidth
1.39x
Need 1.39x GeForce RTX 4070 Ti Super
NVIDIA GB200
Compute (FP32-eq)
0.03x
GB200 is 35.21x faster
FP32 Compute
0.40x
GB200 is 2.53x faster
VRAM
0.13x
GB200 has 8.00x more
Memory Bandwidth
0.12x
GB200 has 8.55x more
NVIDIA L40
Compute (FP32-eq)
0.39x
L40 is 2.55x faster
FP32 Compute
0.79x
L40 is 1.26x faster
VRAM
0.50x
L40 has 2.00x more
Memory Bandwidth
1.08x
Need 1.08x L40

To match 1x NVIDIA L40

SambaNova SN40L
VRAM
0.07x
SN40L has 13.33x more
FuriosaAI RNGD (Renegade)
Compute (FP32-eq)
0.71x
RNGD (Renegade) is 1.41x faster
VRAM
1.00x
RNGD (Renegade) has 1.00x more
Memory Bandwidth
0.58x
RNGD (Renegade) has 1.74x more
NVIDIA RTX 6000 Blackwell
Compute (FP32-eq)
0.50x
RTX 6000 Blackwell is 2.00x faster
FP32 Compute
0.25x
RTX 6000 Blackwell is 4.02x faster
VRAM
0.50x
RTX 6000 Blackwell has 2.00x more
Memory Bandwidth
0.56x
RTX 6000 Blackwell has 1.78x more
NVIDIA GeForce RTX 4070 Ti Super
Compute (FP32-eq)
2.06x
Need 2.06x GeForce RTX 4070 Ti Super
VRAM
3.00x
Need 3.00x GeForce RTX 4070 Ti Super
Memory Bandwidth
1.29x
Need 1.29x GeForce RTX 4070 Ti Super
NVIDIA GB200
Compute (FP32-eq)
0.07x
GB200 is 13.81x faster
FP32 Compute
0.50x
GB200 is 2.00x faster
VRAM
0.25x
GB200 has 4.00x more
Memory Bandwidth
0.11x
GB200 has 9.26x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
2.55x
Need 2.55x GeForce RTX 3090
FP32 Compute
1.26x
Need 1.26x GeForce RTX 3090
VRAM
2.00x
Need 2.00x GeForce RTX 3090
Memory Bandwidth
0.92x
GeForce RTX 3090 has 1.08x more

Pricing

Price TypeSN40LRNGD (Renegade)RTX 6000 BlackwellGeForce RTX 4070 Ti SuperGB200GeForce RTX 3090L40
CAPEX (Street Price)———————
OPEX (per hour)——$1.26/hr$0.12/hr$42.00/hr$0.11/hr$0.69/hr
Price per TFLOPs (FP32-eq)———————