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Showing 128 XPUs • 4 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

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

SpecificationAMD MI325XNVIDIA RTX 6000 BlackwellNVIDIA K80NVIDIA A100 SXM
ArchitectureCDNA 3.5BlackwellKeplerAmpere
Form FactorOAMPCIePCIeSXM
VRAM256 GB96 GB24 GB80 GB
Memory Bandwidth6,000 GB/s1,536 GB/s480 GB/s2,039 GB/s
TFLOPs (FP32)2071818.7319.5
TFLOPs (FP16)1,400——312
TFLOPs1,4003628.73312
TFLOPs (FP8)2,800———
TDP800 W300 W300 W400 W
Launch DateOct 2024Jan 2025Nov 2014May 2020

Efficiency Metrics

MetricMI325XRTX 6000 BlackwellK80A100 SXM
TFLOPs per Watt (FP32-eq)0.880.600.030.39
Memory Bandwidth per GB23.4 GB/s16.0 GB/s20.0 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 AMD MI325X

NVIDIA RTX 6000 Blackwell
Compute (FP32-eq)
3.87x
Need 3.87x RTX 6000 Blackwell
FP32 Compute
1.14x
Need 1.14x RTX 6000 Blackwell
VRAM
2.67x
Need 2.67x RTX 6000 Blackwell
Memory Bandwidth
3.91x
Need 3.91x RTX 6000 Blackwell
NVIDIA K80
Compute (FP32-eq)
80.18x
Need 80.18x K80
FP32 Compute
23.71x
Need 23.71x K80
VRAM
10.67x
Need 10.67x K80
Memory Bandwidth
12.50x
Need 12.50x K80
NVIDIA A100 SXM
Compute (FP32-eq)
4.49x
Need 4.49x A100 SXM
FP32 Compute
10.62x
Need 10.62x A100 SXM
VRAM
3.20x
Need 3.20x A100 SXM
Memory Bandwidth
2.94x
Need 2.94x A100 SXM

To match 1x NVIDIA RTX 6000 Blackwell

AMD MI325X
Compute (FP32-eq)
0.26x
MI325X is 3.87x faster
FP32 Compute
0.87x
MI325X is 1.14x faster
VRAM
0.38x
MI325X has 2.67x more
Memory Bandwidth
0.26x
MI325X has 3.91x more
NVIDIA K80
Compute (FP32-eq)
20.73x
Need 20.73x K80
FP32 Compute
20.73x
Need 20.73x K80
VRAM
4.00x
Need 4.00x K80
Memory Bandwidth
3.20x
Need 3.20x K80
NVIDIA A100 SXM
Compute (FP32-eq)
1.16x
Need 1.16x A100 SXM
FP32 Compute
9.28x
Need 9.28x A100 SXM
VRAM
1.20x
Need 1.20x A100 SXM
Memory Bandwidth
0.75x
A100 SXM has 1.33x more

To match 1x NVIDIA K80

AMD MI325X
Compute (FP32-eq)
0.01x
MI325X is 80.18x faster
FP32 Compute
0.04x
MI325X is 23.71x faster
VRAM
0.09x
MI325X has 10.67x more
Memory Bandwidth
0.08x
MI325X has 12.50x more
NVIDIA RTX 6000 Blackwell
Compute (FP32-eq)
0.05x
RTX 6000 Blackwell is 20.73x faster
FP32 Compute
0.05x
RTX 6000 Blackwell is 20.73x faster
VRAM
0.25x
RTX 6000 Blackwell has 4.00x more
Memory Bandwidth
0.31x
RTX 6000 Blackwell has 3.20x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.06x
A100 SXM is 17.87x faster
FP32 Compute
0.45x
A100 SXM is 2.23x faster
VRAM
0.30x
A100 SXM has 3.33x more
Memory Bandwidth
0.24x
A100 SXM has 4.25x more

To match 1x NVIDIA A100 SXM

AMD MI325X
Compute (FP32-eq)
0.22x
MI325X is 4.49x faster
FP32 Compute
0.09x
MI325X is 10.62x faster
VRAM
0.31x
MI325X has 3.20x more
Memory Bandwidth
0.34x
MI325X has 2.94x more
NVIDIA RTX 6000 Blackwell
Compute (FP32-eq)
0.86x
RTX 6000 Blackwell is 1.16x faster
FP32 Compute
0.11x
RTX 6000 Blackwell is 9.28x faster
VRAM
0.83x
RTX 6000 Blackwell has 1.20x more
Memory Bandwidth
1.33x
Need 1.33x RTX 6000 Blackwell
NVIDIA K80
Compute (FP32-eq)
17.87x
Need 17.87x K80
FP32 Compute
2.23x
Need 2.23x K80
VRAM
3.33x
Need 3.33x K80
Memory Bandwidth
4.25x
Need 4.25x K80

Pricing

Price TypeMI325XRTX 6000 BlackwellK80A100 SXM
CAPEX (Street Price)$45,000——$15,000
OPEX (per hour)$36.92/hr$1.26/hr$0.18/hr$4.05/hr
Price per TFLOPs (FP32-eq)$64——$96