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 A100 SXMAMD MI100AMD MI325XAMD MI350XAWS Inferentia2
ArchitectureAmpereCDNACDNA 3.5CDNA 4Inferentia Gen2
Form FactorSXMPCIeOAMOAM—
VRAM80 GB32 GB256 GB288 GB32 GB
Memory Bandwidth2,039 GB/s1,228 GB/s6,000 GB/s——
TFLOPs (FP32)19.523.1175——
TFLOPs (FP16)312184.61,400——
TFLOPs31223.11,4002,100190
TFLOPs (FP8)——2,800——
TDP400 W300 W800 W850 W150 W
Launch DateMay 2020Nov 2020Oct 2024Jun 2025Nov 2022

Efficiency Metrics

MetricA100 SXMMI100MI325XMI350XInferentia2
TFLOPs per Watt (FP32-eq)0.390.080.881.240.63
Memory Bandwidth per GB25.5 GB/s38.4 GB/s23.4 GB/s——

Performance Equivalence

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

To match 1x NVIDIA A100 SXM

AMD MI100
Compute (FP32-eq)
6.75x
Need 6.75x MI100
FP32 Compute
0.84x
MI100 is 1.18x faster
VRAM
2.50x
Need 2.50x MI100
Memory Bandwidth
1.66x
Need 1.66x MI100
AMD MI325X
Compute (FP32-eq)
0.22x
MI325X is 4.49x faster
FP32 Compute
0.11x
MI325X is 8.97x faster
VRAM
0.31x
MI325X has 3.20x more
Memory Bandwidth
0.34x
MI325X has 2.94x more
AMD MI350X
Compute (FP32-eq)
0.15x
MI350X is 6.73x faster
VRAM
0.28x
MI350X has 3.60x more
AWS Inferentia2
Compute (FP32-eq)
1.64x
Need 1.64x Inferentia2
VRAM
2.50x
Need 2.50x Inferentia2

To match 1x AMD MI100

NVIDIA A100 SXM
Compute (FP32-eq)
0.15x
A100 SXM is 6.75x faster
FP32 Compute
1.18x
Need 1.18x A100 SXM
VRAM
0.40x
A100 SXM has 2.50x more
Memory Bandwidth
0.60x
A100 SXM has 1.66x more
AMD MI325X
Compute (FP32-eq)
0.03x
MI325X is 30.30x faster
FP32 Compute
0.13x
MI325X is 7.58x faster
VRAM
0.13x
MI325X has 8.00x more
Memory Bandwidth
0.20x
MI325X has 4.89x more
AMD MI350X
Compute (FP32-eq)
0.02x
MI350X is 45.45x faster
VRAM
0.11x
MI350X has 9.00x more
AWS Inferentia2
Compute (FP32-eq)
0.24x
Inferentia2 is 4.11x faster
VRAM
1.00x
Inferentia2 has 1.00x more

To match 1x AMD MI325X

NVIDIA A100 SXM
Compute (FP32-eq)
4.49x
Need 4.49x A100 SXM
FP32 Compute
8.97x
Need 8.97x A100 SXM
VRAM
3.20x
Need 3.20x A100 SXM
Memory Bandwidth
2.94x
Need 2.94x A100 SXM
AMD MI100
Compute (FP32-eq)
30.30x
Need 30.30x MI100
FP32 Compute
7.58x
Need 7.58x MI100
VRAM
8.00x
Need 8.00x MI100
Memory Bandwidth
4.89x
Need 4.89x MI100
AMD MI350X
Compute (FP32-eq)
0.67x
MI350X is 1.50x faster
VRAM
0.89x
MI350X has 1.13x more
AWS Inferentia2
Compute (FP32-eq)
7.37x
Need 7.37x Inferentia2
VRAM
8.00x
Need 8.00x Inferentia2

To match 1x AMD MI350X

NVIDIA A100 SXM
Compute (FP32-eq)
6.73x
Need 6.73x A100 SXM
VRAM
3.60x
Need 3.60x A100 SXM
AMD MI100
Compute (FP32-eq)
45.45x
Need 45.45x MI100
VRAM
9.00x
Need 9.00x MI100
AMD MI325X
Compute (FP32-eq)
1.50x
Need 1.50x MI325X
VRAM
1.13x
Need 1.13x MI325X
AWS Inferentia2
Compute (FP32-eq)
11.05x
Need 11.05x Inferentia2
VRAM
9.00x
Need 9.00x Inferentia2

To match 1x AWS Inferentia2

NVIDIA A100 SXM
Compute (FP32-eq)
0.61x
A100 SXM is 1.64x faster
VRAM
0.40x
A100 SXM has 2.50x more
AMD MI100
Compute (FP32-eq)
4.11x
Need 4.11x MI100
VRAM
1.00x
MI100 has 1.00x more
AMD MI325X
Compute (FP32-eq)
0.14x
MI325X is 7.37x faster
VRAM
0.13x
MI325X has 8.00x more
AMD MI350X
Compute (FP32-eq)
0.09x
MI350X is 11.05x faster
VRAM
0.11x
MI350X has 9.00x more

Pricing

Price TypeA100 SXMMI100MI325XMI350XInferentia2
CAPEX (Street Price)$15,000—$45,000——
OPEX (per hour)$4.05/hr————
Price per TFLOPs (FP32-eq)$96—$64——