Compare XPUs

Select up to 5 XPUs to compare side-by-side

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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 A10AMD MI325XAWS Inferentia2FuriosaAI WarboyNVIDIA GeForce RTX 4090
ArchitectureAmpereCDNA 3.5Inferentia Gen2FuriosaAI NPUAda Lovelace
Form FactorPCIeOAM——PCIe
VRAM24 GB256 GB32 GB32 GB24 GB
Memory Bandwidth600 GB/s6,000 GB/s——1,008 GB/s
TFLOPs (FP32)31.2175——82.6
TFLOPs (FP16)1251,400——165.2
TFLOPs1251,400190—165.2
TFLOPs (FP8)—2,800———
TDP150 W800 W150 W80 W450 W
Launch DateApr 2021Oct 2024Nov 2022Oct 2021Oct 2022

Efficiency Metrics

MetricA10MI325XInferentia2WarboyGeForce RTX 4090
TFLOPs per Watt (FP32-eq)0.420.880.63—0.18
Memory Bandwidth per GB25.0 GB/s23.4 GB/s——42.0 GB/s

Performance Equivalence

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

To match 1x NVIDIA A10

AMD MI325X
Compute (FP32-eq)
0.09x
MI325X is 11.20x faster
FP32 Compute
0.18x
MI325X is 5.61x faster
VRAM
0.09x
MI325X has 10.67x more
Memory Bandwidth
0.10x
MI325X has 10.00x more
AWS Inferentia2
Compute (FP32-eq)
0.66x
Inferentia2 is 1.52x faster
VRAM
0.75x
Inferentia2 has 1.33x more
FuriosaAI Warboy
VRAM
0.75x
Warboy has 1.33x more
NVIDIA GeForce RTX 4090
Compute (FP32-eq)
0.76x
GeForce RTX 4090 is 1.32x faster
FP32 Compute
0.38x
GeForce RTX 4090 is 2.65x faster
VRAM
1.00x
GeForce RTX 4090 has 1.00x more
Memory Bandwidth
0.60x
GeForce RTX 4090 has 1.68x more

To match 1x AMD MI325X

NVIDIA A10
Compute (FP32-eq)
11.20x
Need 11.20x A10
FP32 Compute
5.61x
Need 5.61x A10
VRAM
10.67x
Need 10.67x A10
Memory Bandwidth
10.00x
Need 10.00x A10
AWS Inferentia2
Compute (FP32-eq)
7.37x
Need 7.37x Inferentia2
VRAM
8.00x
Need 8.00x Inferentia2
FuriosaAI Warboy
VRAM
8.00x
Need 8.00x Warboy
NVIDIA GeForce RTX 4090
Compute (FP32-eq)
8.47x
Need 8.47x GeForce RTX 4090
FP32 Compute
2.12x
Need 2.12x GeForce RTX 4090
VRAM
10.67x
Need 10.67x GeForce RTX 4090
Memory Bandwidth
5.95x
Need 5.95x GeForce RTX 4090

To match 1x AWS Inferentia2

NVIDIA A10
Compute (FP32-eq)
1.52x
Need 1.52x A10
VRAM
1.33x
Need 1.33x A10
AMD MI325X
Compute (FP32-eq)
0.14x
MI325X is 7.37x faster
VRAM
0.13x
MI325X has 8.00x more
FuriosaAI Warboy
VRAM
1.00x
Warboy has 1.00x more
NVIDIA GeForce RTX 4090
Compute (FP32-eq)
1.15x
Need 1.15x GeForce RTX 4090
VRAM
1.33x
Need 1.33x GeForce RTX 4090

To match 1x FuriosaAI Warboy

NVIDIA A10
VRAM
1.33x
Need 1.33x A10
AMD MI325X
VRAM
0.13x
MI325X has 8.00x more
AWS Inferentia2
VRAM
1.00x
Inferentia2 has 1.00x more
NVIDIA GeForce RTX 4090
VRAM
1.33x
Need 1.33x GeForce RTX 4090

To match 1x NVIDIA GeForce RTX 4090

NVIDIA A10
Compute (FP32-eq)
1.32x
Need 1.32x A10
FP32 Compute
2.65x
Need 2.65x A10
VRAM
1.00x
A10 has 1.00x more
Memory Bandwidth
1.68x
Need 1.68x A10
AMD MI325X
Compute (FP32-eq)
0.12x
MI325X is 8.47x faster
FP32 Compute
0.47x
MI325X is 2.12x faster
VRAM
0.09x
MI325X has 10.67x more
Memory Bandwidth
0.17x
MI325X has 5.95x more
AWS Inferentia2
Compute (FP32-eq)
0.87x
Inferentia2 is 1.15x faster
VRAM
0.75x
Inferentia2 has 1.33x more
FuriosaAI Warboy
VRAM
0.75x
Warboy has 1.33x more

Pricing

Price TypeA10MI325XInferentia2WarboyGeForce RTX 4090
CAPEX (Street Price)—$45,000———
OPEX (per hour)—————
Price per TFLOPs (FP32-eq)—$64———