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Showing 72 XPUs • 4 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

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 L40SAMD MI100AMD MI325XNVIDIA H100 PCIe
ArchitectureAda LovelaceCDNACDNA 3.5Hopper
Form FactorPCIePCIeOAMPCIe
VRAM48 GB32 GB256 GB80 GB
Memory Bandwidth864 GB/s1,228 GB/s6,000 GB/s2,000 GB/s
TFLOPs (FP32)91.623.117551
TFLOPs (FP16)733184.61,4001,513
TFLOPs73323.11,4001,513
TFLOPs (FP8)1,466—2,800—
TDP350 W300 W800 W350 W
Launch DateOct 2023Nov 2020Oct 2024Sep 2022

Efficiency Metrics

MetricL40SMI100MI325XH100 PCIe
TFLOPs per Watt (FP32-eq)1.050.080.882.16
Memory Bandwidth per GB18.0 GB/s38.4 GB/s23.4 GB/s25.0 GB/s

Performance Equivalence

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

To match 1x NVIDIA L40S

AMD MI100
Compute (FP32-eq)
15.87x
Need 15.87x MI100
FP32 Compute
3.97x
Need 3.97x MI100
VRAM
1.50x
Need 1.50x MI100
Memory Bandwidth
0.70x
MI100 has 1.42x more
AMD MI325X
Compute (FP32-eq)
0.52x
MI325X is 1.91x faster
FP32 Compute
0.52x
MI325X is 1.91x faster
VRAM
0.19x
MI325X has 5.33x more
Memory Bandwidth
0.14x
MI325X has 6.94x more
NVIDIA H100 PCIe
Compute (FP32-eq)
0.48x
H100 PCIe is 2.06x faster
FP32 Compute
1.80x
Need 1.80x H100 PCIe
VRAM
0.60x
H100 PCIe has 1.67x more
Memory Bandwidth
0.43x
H100 PCIe has 2.31x more

To match 1x AMD MI100

NVIDIA L40S
Compute (FP32-eq)
0.06x
L40S is 15.87x faster
FP32 Compute
0.25x
L40S is 3.97x faster
VRAM
0.67x
L40S has 1.50x more
Memory Bandwidth
1.42x
Need 1.42x L40S
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
NVIDIA H100 PCIe
Compute (FP32-eq)
0.03x
H100 PCIe is 32.75x faster
FP32 Compute
0.45x
H100 PCIe is 2.21x faster
VRAM
0.40x
H100 PCIe has 2.50x more
Memory Bandwidth
0.61x
H100 PCIe has 1.63x more

To match 1x AMD MI325X

NVIDIA L40S
Compute (FP32-eq)
1.91x
Need 1.91x L40S
FP32 Compute
1.91x
Need 1.91x L40S
VRAM
5.33x
Need 5.33x L40S
Memory Bandwidth
6.94x
Need 6.94x L40S
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
NVIDIA H100 PCIe
Compute (FP32-eq)
0.93x
H100 PCIe is 1.08x faster
FP32 Compute
3.43x
Need 3.43x H100 PCIe
VRAM
3.20x
Need 3.20x H100 PCIe
Memory Bandwidth
3.00x
Need 3.00x H100 PCIe

To match 1x NVIDIA H100 PCIe

NVIDIA L40S
Compute (FP32-eq)
2.06x
Need 2.06x L40S
FP32 Compute
0.56x
L40S is 1.80x faster
VRAM
1.67x
Need 1.67x L40S
Memory Bandwidth
2.31x
Need 2.31x L40S
AMD MI100
Compute (FP32-eq)
32.75x
Need 32.75x MI100
FP32 Compute
2.21x
Need 2.21x MI100
VRAM
2.50x
Need 2.50x MI100
Memory Bandwidth
1.63x
Need 1.63x MI100
AMD MI325X
Compute (FP32-eq)
1.08x
Need 1.08x MI325X
FP32 Compute
0.29x
MI325X is 3.43x faster
VRAM
0.31x
MI325X has 3.20x more
Memory Bandwidth
0.33x
MI325X has 3.00x more

Pricing

Price TypeL40SMI100MI325XH100 PCIe
CAPEX (Street Price)$10,000—$45,000—
OPEX (per hour)$1.50/hr———
Price per TFLOPs (FP32-eq)$27—$64—