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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 L4NVIDIA H200 PCIeAMD MI300AAMD Radeon RX 7900 XT
ArchitectureAda LovelaceHopperCDNA 3RDNA 3
Form FactorPCIePCIeOAMPCIe
VRAM24 GB141 GB128 GB20 GB
Memory Bandwidth300 GB/s4,800 GB/s5,300 GB/s800 GB/s
TFLOPs (FP32)30.351122.652
TFLOPs (FP16)2421,513980.6104
TFLOPs1211,513980.6104
TFLOPs (FP8)485———
TDP72 W350 W760 W315 W
Launch DateMar 2023Mar 2024Dec 2023Dec 2022

Efficiency Metrics

MetricL4H200 PCIeMI300ARadeon RX 7900 XT
TFLOPs per Watt (FP32-eq)0.842.160.650.17
Memory Bandwidth per GB12.5 GB/s34.0 GB/s41.4 GB/s40.0 GB/s

Performance Equivalence

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

To match 1x NVIDIA L4

NVIDIA H200 PCIe
Compute (FP32-eq)
0.08x
H200 PCIe is 12.50x faster
FP32 Compute
0.59x
H200 PCIe is 1.68x faster
VRAM
0.17x
H200 PCIe has 5.88x more
Memory Bandwidth
0.06x
H200 PCIe has 16.00x more
AMD MI300A
Compute (FP32-eq)
0.12x
MI300A is 8.10x faster
FP32 Compute
0.25x
MI300A is 4.05x faster
VRAM
0.19x
MI300A has 5.33x more
Memory Bandwidth
0.06x
MI300A has 17.67x more
AMD Radeon RX 7900 XT
Compute (FP32-eq)
1.16x
Need 1.16x Radeon RX 7900 XT
FP32 Compute
0.58x
Radeon RX 7900 XT is 1.72x faster
VRAM
1.20x
Need 1.20x Radeon RX 7900 XT
Memory Bandwidth
0.38x
Radeon RX 7900 XT has 2.67x more

To match 1x NVIDIA H200 PCIe

NVIDIA L4
Compute (FP32-eq)
12.50x
Need 12.50x L4
FP32 Compute
1.68x
Need 1.68x L4
VRAM
5.88x
Need 5.88x L4
Memory Bandwidth
16.00x
Need 16.00x L4
AMD MI300A
Compute (FP32-eq)
1.54x
Need 1.54x MI300A
FP32 Compute
0.42x
MI300A is 2.40x faster
VRAM
1.10x
Need 1.10x MI300A
Memory Bandwidth
0.91x
MI300A has 1.10x more
AMD Radeon RX 7900 XT
Compute (FP32-eq)
14.55x
Need 14.55x Radeon RX 7900 XT
FP32 Compute
0.98x
Radeon RX 7900 XT is 1.02x faster
VRAM
7.05x
Need 7.05x Radeon RX 7900 XT
Memory Bandwidth
6.00x
Need 6.00x Radeon RX 7900 XT

To match 1x AMD MI300A

NVIDIA L4
Compute (FP32-eq)
8.10x
Need 8.10x L4
FP32 Compute
4.05x
Need 4.05x L4
VRAM
5.33x
Need 5.33x L4
Memory Bandwidth
17.67x
Need 17.67x L4
NVIDIA H200 PCIe
Compute (FP32-eq)
0.65x
H200 PCIe is 1.54x faster
FP32 Compute
2.40x
Need 2.40x H200 PCIe
VRAM
0.91x
H200 PCIe has 1.10x more
Memory Bandwidth
1.10x
Need 1.10x H200 PCIe
AMD Radeon RX 7900 XT
Compute (FP32-eq)
9.43x
Need 9.43x Radeon RX 7900 XT
FP32 Compute
2.36x
Need 2.36x Radeon RX 7900 XT
VRAM
6.40x
Need 6.40x Radeon RX 7900 XT
Memory Bandwidth
6.63x
Need 6.63x Radeon RX 7900 XT

To match 1x AMD Radeon RX 7900 XT

NVIDIA L4
Compute (FP32-eq)
0.86x
L4 is 1.16x faster
FP32 Compute
1.72x
Need 1.72x L4
VRAM
0.83x
L4 has 1.20x more
Memory Bandwidth
2.67x
Need 2.67x L4
NVIDIA H200 PCIe
Compute (FP32-eq)
0.07x
H200 PCIe is 14.55x faster
FP32 Compute
1.02x
Need 1.02x H200 PCIe
VRAM
0.14x
H200 PCIe has 7.05x more
Memory Bandwidth
0.17x
H200 PCIe has 6.00x more
AMD MI300A
Compute (FP32-eq)
0.11x
MI300A is 9.43x faster
FP32 Compute
0.42x
MI300A is 2.36x faster
VRAM
0.16x
MI300A has 6.40x more
Memory Bandwidth
0.15x
MI300A has 6.63x more

Pricing

Price TypeL4H200 PCIeMI300ARadeon RX 7900 XT
CAPEX (Street Price)$4,000———
OPEX (per hour)$0.80/hr———
Price per TFLOPs (FP32-eq)$66———