Compare XPUs

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Showing 72 XPUs3 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 H100 SXMNVIDIA RTX 5000 Ada GenerationAMD MI300A
ArchitectureHopperAda LovelaceCDNA 3
Form FactorSXMPCIeOAM
VRAM80 GB32 GB128 GB
Memory Bandwidth3,350 GB/s576 GB/s5,300 GB/s
TFLOPs (FP32)6765.3122.6
TFLOPs (FP16)1,979130.6980.6
TFLOPs1,979130.6980.6
TFLOPs (FP8)3,958
TDP700 W250 W760 W
Launch DateSep 2022Aug 2023Dec 2023

Efficiency Metrics

MetricH100 SXMRTX 5000 Ada GenerationMI300A
TFLOPs per Watt (FP32-eq)1.410.260.65
Memory Bandwidth per GB41.9 GB/s18.0 GB/s41.4 GB/s

Performance Equivalence

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

To match 1x NVIDIA H100 SXM

NVIDIA RTX 5000 Ada Generation
Compute (FP32-eq)
15.15x
Need 15.15x RTX 5000 Ada Generation
FP32 Compute
1.03x
Need 1.03x RTX 5000 Ada Generation
VRAM
2.50x
Need 2.50x RTX 5000 Ada Generation
Memory Bandwidth
5.82x
Need 5.82x RTX 5000 Ada Generation
AMD MI300A
Compute (FP32-eq)
2.02x
Need 2.02x MI300A
FP32 Compute
0.55x
MI300A is 1.83x faster
VRAM
0.63x
MI300A has 1.60x more
Memory Bandwidth
0.63x
MI300A has 1.58x more

To match 1x NVIDIA RTX 5000 Ada Generation

NVIDIA H100 SXM
Compute (FP32-eq)
0.07x
H100 SXM is 15.15x faster
FP32 Compute
0.97x
H100 SXM is 1.03x faster
VRAM
0.40x
H100 SXM has 2.50x more
Memory Bandwidth
0.17x
H100 SXM has 5.82x more
AMD MI300A
Compute (FP32-eq)
0.13x
MI300A is 7.51x faster
FP32 Compute
0.53x
MI300A is 1.88x faster
VRAM
0.25x
MI300A has 4.00x more
Memory Bandwidth
0.11x
MI300A has 9.20x more

To match 1x AMD MI300A

NVIDIA H100 SXM
Compute (FP32-eq)
0.50x
H100 SXM is 2.02x faster
FP32 Compute
1.83x
Need 1.83x H100 SXM
VRAM
1.60x
Need 1.60x H100 SXM
Memory Bandwidth
1.58x
Need 1.58x H100 SXM
NVIDIA RTX 5000 Ada Generation
Compute (FP32-eq)
7.51x
Need 7.51x RTX 5000 Ada Generation
FP32 Compute
1.88x
Need 1.88x RTX 5000 Ada Generation
VRAM
4.00x
Need 4.00x RTX 5000 Ada Generation
Memory Bandwidth
9.20x
Need 9.20x RTX 5000 Ada Generation

Pricing

Price TypeH100 SXMRTX 5000 Ada GenerationMI300A
CAPEX (Street Price)$30,000
OPEX (per hour)$3.50/hr
Price per TFLOPs (FP32-eq)$30