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

SpecificationSambaNova SN40LBiren Technology BR100AMD MI300XGoogle TPU v4NVIDIA GeForce RTX 4090NVIDIA GeForce GTX 1070NVIDIA GeForce RTX 3090NVIDIA RTX A5000NVIDIA A100 SXM
ArchitectureReconfigurable Dataflow Unit (RDU)Biren GPUCDNA 3TPU v4Ada LovelacePascalAmpereAmpereAmpere
Form Factor——OAMMezzaninePCIePCIePCIePCIeSXM
VRAM640 GB64 GB192 GB32 GB24 GB8 GB24 GB24 GB80 GB
Memory Bandwidth——5,300 GB/s—1,008 GB/s256 GB/s936 GB/s768 GB/s2,039 GB/s
TFLOPs (FP32)——163.4—82.66.46335.627.819.5
TFLOPs (FP16)—1,0001,307—————312
TFLOPs——1,307275165.26.4637154.2312
TFLOPs (FP8)——2,614——————
TDP700 W550 W750 W300 W450 W150 W350 W230 W400 W
Launch DateJan 2024Aug 2022Dec 2023May 2021Oct 2022Jun 2016Sep 2020Apr 2021May 2020

Efficiency Metrics

MetricSN40LBR100MI300XTPU v4GeForce RTX 4090GeForce GTX 1070GeForce RTX 3090RTX A5000A100 SXM
TFLOPs per Watt (FP32-eq)——0.870.460.180.040.100.120.39
Memory Bandwidth per GB——27.6 GB/s—42.0 GB/s32.0 GB/s39.0 GB/s32.0 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 SambaNova SN40L

Biren Technology BR100
VRAM
10.00x
Need 10.00x BR100
AMD MI300X
VRAM
3.33x
Need 3.33x MI300X
Google TPU v4
VRAM
20.00x
Need 20.00x TPU v4
NVIDIA GeForce RTX 4090
VRAM
26.67x
Need 26.67x GeForce RTX 4090
NVIDIA GeForce GTX 1070
VRAM
80.00x
Need 80.00x GeForce GTX 1070
NVIDIA GeForce RTX 3090
VRAM
26.67x
Need 26.67x GeForce RTX 3090
NVIDIA RTX A5000
VRAM
26.67x
Need 26.67x RTX A5000
NVIDIA A100 SXM
VRAM
8.00x
Need 8.00x A100 SXM

To match 1x Biren Technology BR100

SambaNova SN40L
VRAM
0.10x
SN40L has 10.00x more
AMD MI300X
VRAM
0.33x
MI300X has 3.00x more
Google TPU v4
VRAM
2.00x
Need 2.00x TPU v4
NVIDIA GeForce RTX 4090
VRAM
2.67x
Need 2.67x GeForce RTX 4090
NVIDIA GeForce GTX 1070
VRAM
8.00x
Need 8.00x GeForce GTX 1070
NVIDIA GeForce RTX 3090
VRAM
2.67x
Need 2.67x GeForce RTX 3090
NVIDIA RTX A5000
VRAM
2.67x
Need 2.67x RTX A5000
NVIDIA A100 SXM
VRAM
0.80x
A100 SXM has 1.25x more

To match 1x AMD MI300X

SambaNova SN40L
VRAM
0.30x
SN40L has 3.33x more
Biren Technology BR100
VRAM
3.00x
Need 3.00x BR100
Google TPU v4
Compute (FP32-eq)
4.75x
Need 4.75x TPU v4
VRAM
6.00x
Need 6.00x TPU v4
NVIDIA GeForce RTX 4090
Compute (FP32-eq)
7.91x
Need 7.91x GeForce RTX 4090
FP32 Compute
1.98x
Need 1.98x GeForce RTX 4090
VRAM
8.00x
Need 8.00x GeForce RTX 4090
Memory Bandwidth
5.26x
Need 5.26x GeForce RTX 4090
NVIDIA GeForce GTX 1070
Compute (FP32-eq)
101.11x
Need 101.11x GeForce GTX 1070
FP32 Compute
25.28x
Need 25.28x GeForce GTX 1070
VRAM
24.00x
Need 24.00x GeForce GTX 1070
Memory Bandwidth
20.70x
Need 20.70x GeForce GTX 1070
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
18.41x
Need 18.41x GeForce RTX 3090
FP32 Compute
4.59x
Need 4.59x GeForce RTX 3090
VRAM
8.00x
Need 8.00x GeForce RTX 3090
Memory Bandwidth
5.66x
Need 5.66x GeForce RTX 3090
NVIDIA RTX A5000
Compute (FP32-eq)
24.11x
Need 24.11x RTX A5000
FP32 Compute
5.88x
Need 5.88x RTX A5000
VRAM
8.00x
Need 8.00x RTX A5000
Memory Bandwidth
6.90x
Need 6.90x RTX A5000
NVIDIA A100 SXM
Compute (FP32-eq)
4.19x
Need 4.19x A100 SXM
FP32 Compute
8.38x
Need 8.38x A100 SXM
VRAM
2.40x
Need 2.40x A100 SXM
Memory Bandwidth
2.60x
Need 2.60x A100 SXM

To match 1x Google TPU v4

SambaNova SN40L
VRAM
0.05x
SN40L has 20.00x more
Biren Technology BR100
VRAM
0.50x
BR100 has 2.00x more
AMD MI300X
Compute (FP32-eq)
0.21x
MI300X is 4.75x faster
VRAM
0.17x
MI300X has 6.00x more
NVIDIA GeForce RTX 4090
Compute (FP32-eq)
1.66x
Need 1.66x GeForce RTX 4090
VRAM
1.33x
Need 1.33x GeForce RTX 4090
NVIDIA GeForce GTX 1070
Compute (FP32-eq)
21.27x
Need 21.27x GeForce GTX 1070
VRAM
4.00x
Need 4.00x GeForce GTX 1070
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
3.87x
Need 3.87x GeForce RTX 3090
VRAM
1.33x
Need 1.33x GeForce RTX 3090
NVIDIA RTX A5000
Compute (FP32-eq)
5.07x
Need 5.07x RTX A5000
VRAM
1.33x
Need 1.33x RTX A5000
NVIDIA A100 SXM
Compute (FP32-eq)
0.88x
A100 SXM is 1.13x faster
VRAM
0.40x
A100 SXM has 2.50x more

To match 1x NVIDIA GeForce RTX 4090

SambaNova SN40L
VRAM
0.04x
SN40L has 26.67x more
Biren Technology BR100
VRAM
0.38x
BR100 has 2.67x more
AMD MI300X
Compute (FP32-eq)
0.13x
MI300X is 7.91x faster
FP32 Compute
0.51x
MI300X is 1.98x faster
VRAM
0.13x
MI300X has 8.00x more
Memory Bandwidth
0.19x
MI300X has 5.26x more
Google TPU v4
Compute (FP32-eq)
0.60x
TPU v4 is 1.66x faster
VRAM
0.75x
TPU v4 has 1.33x more
NVIDIA GeForce GTX 1070
Compute (FP32-eq)
12.78x
Need 12.78x GeForce GTX 1070
FP32 Compute
12.78x
Need 12.78x GeForce GTX 1070
VRAM
3.00x
Need 3.00x GeForce GTX 1070
Memory Bandwidth
3.94x
Need 3.94x GeForce GTX 1070
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
2.33x
Need 2.33x GeForce RTX 3090
FP32 Compute
2.32x
Need 2.32x GeForce RTX 3090
VRAM
1.00x
GeForce RTX 3090 has 1.00x more
Memory Bandwidth
1.08x
Need 1.08x GeForce RTX 3090
NVIDIA RTX A5000
Compute (FP32-eq)
3.05x
Need 3.05x RTX A5000
FP32 Compute
2.97x
Need 2.97x RTX A5000
VRAM
1.00x
RTX A5000 has 1.00x more
Memory Bandwidth
1.31x
Need 1.31x RTX A5000
NVIDIA A100 SXM
Compute (FP32-eq)
0.53x
A100 SXM is 1.89x faster
FP32 Compute
4.24x
Need 4.24x A100 SXM
VRAM
0.30x
A100 SXM has 3.33x more
Memory Bandwidth
0.49x
A100 SXM has 2.02x more

To match 1x NVIDIA GeForce GTX 1070

SambaNova SN40L
VRAM
0.01x
SN40L has 80.00x more
Biren Technology BR100
VRAM
0.13x
BR100 has 8.00x more
AMD MI300X
Compute (FP32-eq)
0.01x
MI300X is 101.11x faster
FP32 Compute
0.04x
MI300X is 25.28x faster
VRAM
0.04x
MI300X has 24.00x more
Memory Bandwidth
0.05x
MI300X has 20.70x more
Google TPU v4
Compute (FP32-eq)
0.05x
TPU v4 is 21.27x faster
VRAM
0.25x
TPU v4 has 4.00x more
NVIDIA GeForce RTX 4090
Compute (FP32-eq)
0.08x
GeForce RTX 4090 is 12.78x faster
FP32 Compute
0.08x
GeForce RTX 4090 is 12.78x faster
VRAM
0.33x
GeForce RTX 4090 has 3.00x more
Memory Bandwidth
0.25x
GeForce RTX 4090 has 3.94x more
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.18x
GeForce RTX 3090 is 5.49x faster
FP32 Compute
0.18x
GeForce RTX 3090 is 5.51x faster
VRAM
0.33x
GeForce RTX 3090 has 3.00x more
Memory Bandwidth
0.27x
GeForce RTX 3090 has 3.66x more
NVIDIA RTX A5000
Compute (FP32-eq)
0.24x
RTX A5000 is 4.19x faster
FP32 Compute
0.23x
RTX A5000 is 4.30x faster
VRAM
0.33x
RTX A5000 has 3.00x more
Memory Bandwidth
0.33x
RTX A5000 has 3.00x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.04x
A100 SXM is 24.14x faster
FP32 Compute
0.33x
A100 SXM is 3.02x faster
VRAM
0.10x
A100 SXM has 10.00x more
Memory Bandwidth
0.13x
A100 SXM has 7.96x more

To match 1x NVIDIA GeForce RTX 3090

SambaNova SN40L
VRAM
0.04x
SN40L has 26.67x more
Biren Technology BR100
VRAM
0.38x
BR100 has 2.67x more
AMD MI300X
Compute (FP32-eq)
0.05x
MI300X is 18.41x faster
FP32 Compute
0.22x
MI300X is 4.59x faster
VRAM
0.13x
MI300X has 8.00x more
Memory Bandwidth
0.18x
MI300X has 5.66x more
Google TPU v4
Compute (FP32-eq)
0.26x
TPU v4 is 3.87x faster
VRAM
0.75x
TPU v4 has 1.33x more
NVIDIA GeForce RTX 4090
Compute (FP32-eq)
0.43x
GeForce RTX 4090 is 2.33x faster
FP32 Compute
0.43x
GeForce RTX 4090 is 2.32x faster
VRAM
1.00x
GeForce RTX 4090 has 1.00x more
Memory Bandwidth
0.93x
GeForce RTX 4090 has 1.08x more
NVIDIA GeForce GTX 1070
Compute (FP32-eq)
5.49x
Need 5.49x GeForce GTX 1070
FP32 Compute
5.51x
Need 5.51x GeForce GTX 1070
VRAM
3.00x
Need 3.00x GeForce GTX 1070
Memory Bandwidth
3.66x
Need 3.66x GeForce GTX 1070
NVIDIA RTX A5000
Compute (FP32-eq)
1.31x
Need 1.31x RTX A5000
FP32 Compute
1.28x
Need 1.28x RTX A5000
VRAM
1.00x
RTX A5000 has 1.00x more
Memory Bandwidth
1.22x
Need 1.22x RTX A5000
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 RTX A5000

SambaNova SN40L
VRAM
0.04x
SN40L has 26.67x more
Biren Technology BR100
VRAM
0.38x
BR100 has 2.67x more
AMD MI300X
Compute (FP32-eq)
0.04x
MI300X is 24.11x faster
FP32 Compute
0.17x
MI300X is 5.88x faster
VRAM
0.13x
MI300X has 8.00x more
Memory Bandwidth
0.14x
MI300X has 6.90x more
Google TPU v4
Compute (FP32-eq)
0.20x
TPU v4 is 5.07x faster
VRAM
0.75x
TPU v4 has 1.33x more
NVIDIA GeForce RTX 4090
Compute (FP32-eq)
0.33x
GeForce RTX 4090 is 3.05x faster
FP32 Compute
0.34x
GeForce RTX 4090 is 2.97x faster
VRAM
1.00x
GeForce RTX 4090 has 1.00x more
Memory Bandwidth
0.76x
GeForce RTX 4090 has 1.31x more
NVIDIA GeForce GTX 1070
Compute (FP32-eq)
4.19x
Need 4.19x GeForce GTX 1070
FP32 Compute
4.30x
Need 4.30x GeForce GTX 1070
VRAM
3.00x
Need 3.00x GeForce GTX 1070
Memory Bandwidth
3.00x
Need 3.00x GeForce GTX 1070
NVIDIA GeForce RTX 3090
Compute (FP32-eq)
0.76x
GeForce RTX 3090 is 1.31x faster
FP32 Compute
0.78x
GeForce RTX 3090 is 1.28x faster
VRAM
1.00x
GeForce RTX 3090 has 1.00x more
Memory Bandwidth
0.82x
GeForce RTX 3090 has 1.22x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.17x
A100 SXM is 5.76x faster
FP32 Compute
1.43x
Need 1.43x A100 SXM
VRAM
0.30x
A100 SXM has 3.33x more
Memory Bandwidth
0.38x
A100 SXM has 2.65x more

To match 1x NVIDIA A100 SXM

SambaNova SN40L
VRAM
0.13x
SN40L has 8.00x more
Biren Technology BR100
VRAM
1.25x
Need 1.25x BR100
AMD MI300X
Compute (FP32-eq)
0.24x
MI300X is 4.19x faster
FP32 Compute
0.12x
MI300X is 8.38x faster
VRAM
0.42x
MI300X has 2.40x more
Memory Bandwidth
0.38x
MI300X has 2.60x more
Google TPU v4
Compute (FP32-eq)
1.13x
Need 1.13x TPU v4
VRAM
2.50x
Need 2.50x TPU v4
NVIDIA GeForce RTX 4090
Compute (FP32-eq)
1.89x
Need 1.89x GeForce RTX 4090
FP32 Compute
0.24x
GeForce RTX 4090 is 4.24x faster
VRAM
3.33x
Need 3.33x GeForce RTX 4090
Memory Bandwidth
2.02x
Need 2.02x GeForce RTX 4090
NVIDIA GeForce GTX 1070
Compute (FP32-eq)
24.14x
Need 24.14x GeForce GTX 1070
FP32 Compute
3.02x
Need 3.02x GeForce GTX 1070
VRAM
10.00x
Need 10.00x GeForce GTX 1070
Memory Bandwidth
7.96x
Need 7.96x GeForce GTX 1070
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 RTX A5000
Compute (FP32-eq)
5.76x
Need 5.76x RTX A5000
FP32 Compute
0.70x
RTX A5000 is 1.43x faster
VRAM
3.33x
Need 3.33x RTX A5000
Memory Bandwidth
2.65x
Need 2.65x RTX A5000

Pricing

Price TypeSN40LBR100MI300XTPU v4GeForce RTX 4090GeForce GTX 1070GeForce RTX 3090RTX A5000A100 SXM
CAPEX (Street Price)——$35,000—————$15,000
OPEX (per hour)——$10.40/hr$3.00/hr$0.18/hr$0.04/hr$0.11/hr$0.11/hr$4.05/hr
Price per TFLOPs (FP32-eq)——$54—————$96