Compare XPUs

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Showing 128 XPUs • 5 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

SpecificationGraphcore IPU-M2000NVIDIA GeForce GT 710NVIDIA V100SNVIDIA A100 SXMAMD MI355X
ArchitectureColossus Mk2KeplerVoltaAmpereCDNA 4
Form Factor—PCIePCIeSXMOAM
VRAM3.6 GB2 GB32 GB80 GB288 GB
Memory Bandwidth—14.4 GB/s1,134 GB/s2,039 GB/s8,000 GB/s
TFLOPs (FP32)—0.36616.419.5320
TFLOPs (FP16)500——312—
TFLOPs—0.36616.43125,300
TFLOPs (FP8)—————
TDP180 W19 W250 W400 W1000 W
Launch DateJul 2020Mar 2014Nov 2019May 2020Jun 2025

Efficiency Metrics

MetricIPU-M2000GeForce GT 710V100SA100 SXMMI355X
TFLOPs per Watt (FP32-eq)—0.020.070.392.65
Memory Bandwidth per GB—7.2 GB/s35.4 GB/s25.5 GB/s27.8 GB/s

Performance Equivalence

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

To match 1x Graphcore IPU-M2000

NVIDIA GeForce GT 710
VRAM
1.80x
Need 1.80x GeForce GT 710
NVIDIA V100S
VRAM
0.11x
V100S has 8.89x more
NVIDIA A100 SXM
VRAM
0.04x
A100 SXM has 22.22x more
AMD MI355X
VRAM
0.01x
MI355X has 80.00x more

To match 1x NVIDIA GeForce GT 710

Graphcore IPU-M2000
VRAM
0.56x
IPU-M2000 has 1.80x more
NVIDIA V100S
Compute (FP32-eq)
0.02x
V100S is 44.81x faster
FP32 Compute
0.02x
V100S is 44.81x faster
VRAM
0.06x
V100S has 16.00x more
Memory Bandwidth
0.01x
V100S has 78.75x more
NVIDIA A100 SXM
Compute (FP32-eq)
0.00x
A100 SXM is 426.23x faster
FP32 Compute
0.02x
A100 SXM is 53.28x faster
VRAM
0.03x
A100 SXM has 40.00x more
Memory Bandwidth
0.01x
A100 SXM has 141.60x more
AMD MI355X
Compute (FP32-eq)
0.00x
MI355X is 7240.44x faster
FP32 Compute
0.00x
MI355X is 874.32x faster
VRAM
0.01x
MI355X has 144.00x more
Memory Bandwidth
0.00x
MI355X has 555.56x more

To match 1x NVIDIA V100S

Graphcore IPU-M2000
VRAM
8.89x
Need 8.89x IPU-M2000
NVIDIA GeForce GT 710
Compute (FP32-eq)
44.81x
Need 44.81x GeForce GT 710
FP32 Compute
44.81x
Need 44.81x GeForce GT 710
VRAM
16.00x
Need 16.00x GeForce GT 710
Memory Bandwidth
78.75x
Need 78.75x GeForce GT 710
NVIDIA A100 SXM
Compute (FP32-eq)
0.11x
A100 SXM is 9.51x faster
FP32 Compute
0.84x
A100 SXM is 1.19x faster
VRAM
0.40x
A100 SXM has 2.50x more
Memory Bandwidth
0.56x
A100 SXM has 1.80x more
AMD MI355X
Compute (FP32-eq)
0.01x
MI355X is 161.59x faster
FP32 Compute
0.05x
MI355X is 19.51x faster
VRAM
0.11x
MI355X has 9.00x more
Memory Bandwidth
0.14x
MI355X has 7.05x more

To match 1x NVIDIA A100 SXM

Graphcore IPU-M2000
VRAM
22.22x
Need 22.22x IPU-M2000
NVIDIA GeForce GT 710
Compute (FP32-eq)
426.23x
Need 426.23x GeForce GT 710
FP32 Compute
53.28x
Need 53.28x GeForce GT 710
VRAM
40.00x
Need 40.00x GeForce GT 710
Memory Bandwidth
141.60x
Need 141.60x GeForce GT 710
NVIDIA V100S
Compute (FP32-eq)
9.51x
Need 9.51x V100S
FP32 Compute
1.19x
Need 1.19x V100S
VRAM
2.50x
Need 2.50x V100S
Memory Bandwidth
1.80x
Need 1.80x V100S
AMD MI355X
Compute (FP32-eq)
0.06x
MI355X is 16.99x faster
FP32 Compute
0.06x
MI355X is 16.41x faster
VRAM
0.28x
MI355X has 3.60x more
Memory Bandwidth
0.25x
MI355X has 3.92x more

To match 1x AMD MI355X

Graphcore IPU-M2000
VRAM
80.00x
Need 80.00x IPU-M2000
NVIDIA GeForce GT 710
Compute (FP32-eq)
7240.44x
Need 7240.44x GeForce GT 710
FP32 Compute
874.32x
Need 874.32x GeForce GT 710
VRAM
144.00x
Need 144.00x GeForce GT 710
Memory Bandwidth
555.56x
Need 555.56x GeForce GT 710
NVIDIA V100S
Compute (FP32-eq)
161.59x
Need 161.59x V100S
FP32 Compute
19.51x
Need 19.51x V100S
VRAM
9.00x
Need 9.00x V100S
Memory Bandwidth
7.05x
Need 7.05x V100S
NVIDIA A100 SXM
Compute (FP32-eq)
16.99x
Need 16.99x A100 SXM
FP32 Compute
16.41x
Need 16.41x A100 SXM
VRAM
3.60x
Need 3.60x A100 SXM
Memory Bandwidth
3.92x
Need 3.92x A100 SXM

Pricing

Price TypeIPU-M2000GeForce GT 710V100SA100 SXMMI355X
CAPEX (Street Price)———$15,000—
OPEX (per hour)—$0.07/hr$0.88/hr$4.05/hr$20.72/hr
Price per TFLOPs (FP32-eq)———$96—