Compare XPUs

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Showing 72 XPUs • 5 selected

Alibaba

Hanguang 800

AMD

MI100

23.1 TFLOPs

AMD

MI210

181 TFLOPs

AMD

MI250X

383 TFLOPs

AMD

MI300A

980.6 TFLOPs

AMD

MI300X

1,307 TFLOPs

AMD

MI325X

1,400 TFLOPs

AMD

MI350X

2,100 TFLOPs

AMD

Radeon PRO W7900

122 TFLOPs

AMD

Radeon RX 7900 XT

104 TFLOPs

AMD

Radeon RX 7900 XTX

122 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

Etched

Sohu

10,000 TFLOPs

FuriosaAI

Warboy

Google

TPU v4

275 TFLOPs

Google

TPU v5e

197 TFLOPs

Google

TPU v5p

459 TFLOPs

Google

TPU v6e (Trillium)

918 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

A40

150 TFLOPs

NVIDIA

B200

2,250 TFLOPs

NVIDIA

GB200 NVL72

360,000 TFLOPs

NVIDIA

GB200 Superchip

5,000 TFLOPs

NVIDIA

GeForce RTX 4060 Ti

44.2 TFLOPs

NVIDIA

GeForce RTX 4070

58.2 TFLOPs

NVIDIA

GeForce RTX 4070 Super

71 TFLOPs

NVIDIA

GeForce RTX 4070 Ti

80.2 TFLOPs

NVIDIA

GeForce RTX 4070 Ti Super

88.2 TFLOPs

NVIDIA

GeForce RTX 4080

97.5 TFLOPs

NVIDIA

GeForce RTX 4080 Super

104.4 TFLOPs

NVIDIA

GeForce RTX 4090

165.2 TFLOPs

NVIDIA

GeForce RTX 5070

61.6 TFLOPs

NVIDIA

GeForce RTX 5070 Ti

88 TFLOPs

NVIDIA

GeForce RTX 5080

112.6 TFLOPs

NVIDIA

GeForce RTX 5090

209.5 TFLOPs

NVIDIA

H100 PCIe

1,513 TFLOPs

NVIDIA

H100 SXM

1,979 TFLOPs

NVIDIA

H200 PCIe

1,513 TFLOPs

NVIDIA

H200 SXM

1,979 TFLOPs

NVIDIA

L4

121 TFLOPs

NVIDIA

L40S

733 TFLOPs

NVIDIA

RTX 4000 Ada Generation

53.4 TFLOPs

NVIDIA

RTX 5000 Ada Generation

130.6 TFLOPs

NVIDIA

RTX 6000 Ada Generation

182.2 TFLOPs

NVIDIA

RTX PRO 6000 Blackwell Max-Q

125 TFLOPs

NVIDIA

RTX PRO 6000 Blackwell Server Edition

250 TFLOPs

NVIDIA

RTX PRO 6000 Blackwell Workstation Edition

250 TFLOPs

Qualcomm

Cloud AI 100

50 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

SpecificationNVIDIA A40NVIDIA A10SambaNova SN40LAWS Inferentia2NVIDIA GeForce RTX 5070
ArchitectureAmpereAmpereReconfigurable Dataflow Unit (RDU)Inferentia Gen2Blackwell
Form FactorPCIePCIe——PCIe
VRAM48 GB24 GB640 GB32 GB12 GB
Memory Bandwidth696 GB/s600 GB/s——672 GB/s
TFLOPs (FP32)37.431.2——30.8
TFLOPs (FP16)150125——61.6
TFLOPs150125—19061.6
TFLOPs (FP8)—————
TDP300 W150 W700 W150 W250 W
Launch DateOct 2020Apr 2021Jan 2024Nov 2022Feb 2025

Efficiency Metrics

MetricA40A10SN40LInferentia2GeForce RTX 5070
TFLOPs per Watt (FP32-eq)0.250.42—0.630.12
Memory Bandwidth per GB14.5 GB/s25.0 GB/s——56.0 GB/s

Performance Equivalence

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

To match 1x NVIDIA A40

NVIDIA A10
Compute (FP32-eq)
1.20x
Need 1.20x A10
FP32 Compute
1.20x
Need 1.20x A10
VRAM
2.00x
Need 2.00x A10
Memory Bandwidth
1.16x
Need 1.16x A10
SambaNova SN40L
VRAM
0.07x
SN40L has 13.33x more
AWS Inferentia2
Compute (FP32-eq)
0.79x
Inferentia2 is 1.27x faster
VRAM
1.50x
Need 1.50x Inferentia2
NVIDIA GeForce RTX 5070
Compute (FP32-eq)
2.44x
Need 2.44x GeForce RTX 5070
FP32 Compute
1.21x
Need 1.21x GeForce RTX 5070
VRAM
4.00x
Need 4.00x GeForce RTX 5070
Memory Bandwidth
1.04x
Need 1.04x GeForce RTX 5070

To match 1x NVIDIA A10

NVIDIA A40
Compute (FP32-eq)
0.83x
A40 is 1.20x faster
FP32 Compute
0.83x
A40 is 1.20x faster
VRAM
0.50x
A40 has 2.00x more
Memory Bandwidth
0.86x
A40 has 1.16x more
SambaNova SN40L
VRAM
0.04x
SN40L has 26.67x more
AWS Inferentia2
Compute (FP32-eq)
0.66x
Inferentia2 is 1.52x faster
VRAM
0.75x
Inferentia2 has 1.33x more
NVIDIA GeForce RTX 5070
Compute (FP32-eq)
2.03x
Need 2.03x GeForce RTX 5070
FP32 Compute
1.01x
Need 1.01x GeForce RTX 5070
VRAM
2.00x
Need 2.00x GeForce RTX 5070
Memory Bandwidth
0.89x
GeForce RTX 5070 has 1.12x more

To match 1x SambaNova SN40L

NVIDIA A40
VRAM
13.33x
Need 13.33x A40
NVIDIA A10
VRAM
26.67x
Need 26.67x A10
AWS Inferentia2
VRAM
20.00x
Need 20.00x Inferentia2
NVIDIA GeForce RTX 5070
VRAM
53.33x
Need 53.33x GeForce RTX 5070

To match 1x AWS Inferentia2

NVIDIA A40
Compute (FP32-eq)
1.27x
Need 1.27x A40
VRAM
0.67x
A40 has 1.50x more
NVIDIA A10
Compute (FP32-eq)
1.52x
Need 1.52x A10
VRAM
1.33x
Need 1.33x A10
SambaNova SN40L
VRAM
0.05x
SN40L has 20.00x more
NVIDIA GeForce RTX 5070
Compute (FP32-eq)
3.08x
Need 3.08x GeForce RTX 5070
VRAM
2.67x
Need 2.67x GeForce RTX 5070

To match 1x NVIDIA GeForce RTX 5070

NVIDIA A40
Compute (FP32-eq)
0.41x
A40 is 2.44x faster
FP32 Compute
0.82x
A40 is 1.21x faster
VRAM
0.25x
A40 has 4.00x more
Memory Bandwidth
0.97x
A40 has 1.04x more
NVIDIA A10
Compute (FP32-eq)
0.49x
A10 is 2.03x faster
FP32 Compute
0.99x
A10 is 1.01x faster
VRAM
0.50x
A10 has 2.00x more
Memory Bandwidth
1.12x
Need 1.12x A10
SambaNova SN40L
VRAM
0.02x
SN40L has 53.33x more
AWS Inferentia2
Compute (FP32-eq)
0.32x
Inferentia2 is 3.08x faster
VRAM
0.38x
Inferentia2 has 2.67x more

Pricing

Price TypeA40A10SN40LInferentia2GeForce RTX 5070
CAPEX (Street Price)—————
OPEX (per hour)—————
Price per TFLOPs (FP32-eq)—————