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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

SpecificationAMD MI210AWS TrainiumNVIDIA H100 PCIeNVIDIA RTX 5000 Ada Generation
ArchitectureCDNA 2Inferentia/TrainiumHopperAda Lovelace
Form FactorPCIe—PCIePCIe
VRAM64 GB32 GB80 GB32 GB
Memory Bandwidth1,638 GB/s—2,000 GB/s576 GB/s
TFLOPs (FP32)45.3—5165.3
TFLOPs (FP16)181—1,513130.6
TFLOPs1811901,513130.6
TFLOPs (FP8)————
TDP300 W200 W350 W250 W
Launch DateJan 2022Nov 2021Sep 2022Aug 2023

Efficiency Metrics

MetricMI210TrainiumH100 PCIeRTX 5000 Ada Generation
TFLOPs per Watt (FP32-eq)0.300.472.160.26
Memory Bandwidth per GB25.6 GB/s—25.0 GB/s18.0 GB/s

Performance Equivalence

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

To match 1x AMD MI210

AWS Trainium
Compute (FP32-eq)
0.95x
Trainium is 1.05x faster
VRAM
2.00x
Need 2.00x Trainium
NVIDIA H100 PCIe
Compute (FP32-eq)
0.12x
H100 PCIe is 8.36x faster
FP32 Compute
0.89x
H100 PCIe is 1.13x faster
VRAM
0.80x
H100 PCIe has 1.25x more
Memory Bandwidth
0.82x
H100 PCIe has 1.22x more
NVIDIA RTX 5000 Ada Generation
Compute (FP32-eq)
1.39x
Need 1.39x RTX 5000 Ada Generation
FP32 Compute
0.69x
RTX 5000 Ada Generation is 1.44x faster
VRAM
2.00x
Need 2.00x RTX 5000 Ada Generation
Memory Bandwidth
2.84x
Need 2.84x RTX 5000 Ada Generation

To match 1x AWS Trainium

AMD MI210
Compute (FP32-eq)
1.05x
Need 1.05x MI210
VRAM
0.50x
MI210 has 2.00x more
NVIDIA H100 PCIe
Compute (FP32-eq)
0.13x
H100 PCIe is 7.96x faster
VRAM
0.40x
H100 PCIe has 2.50x more
NVIDIA RTX 5000 Ada Generation
Compute (FP32-eq)
1.45x
Need 1.45x RTX 5000 Ada Generation
VRAM
1.00x
RTX 5000 Ada Generation has 1.00x more

To match 1x NVIDIA H100 PCIe

AMD MI210
Compute (FP32-eq)
8.36x
Need 8.36x MI210
FP32 Compute
1.13x
Need 1.13x MI210
VRAM
1.25x
Need 1.25x MI210
Memory Bandwidth
1.22x
Need 1.22x MI210
AWS Trainium
Compute (FP32-eq)
7.96x
Need 7.96x Trainium
VRAM
2.50x
Need 2.50x Trainium
NVIDIA RTX 5000 Ada Generation
Compute (FP32-eq)
11.58x
Need 11.58x RTX 5000 Ada Generation
FP32 Compute
0.78x
RTX 5000 Ada Generation is 1.28x faster
VRAM
2.50x
Need 2.50x RTX 5000 Ada Generation
Memory Bandwidth
3.47x
Need 3.47x RTX 5000 Ada Generation

To match 1x NVIDIA RTX 5000 Ada Generation

AMD MI210
Compute (FP32-eq)
0.72x
MI210 is 1.39x faster
FP32 Compute
1.44x
Need 1.44x MI210
VRAM
0.50x
MI210 has 2.00x more
Memory Bandwidth
0.35x
MI210 has 2.84x more
AWS Trainium
Compute (FP32-eq)
0.69x
Trainium is 1.45x faster
VRAM
1.00x
Trainium has 1.00x more
NVIDIA H100 PCIe
Compute (FP32-eq)
0.09x
H100 PCIe is 11.58x faster
FP32 Compute
1.28x
Need 1.28x H100 PCIe
VRAM
0.40x
H100 PCIe has 2.50x more
Memory Bandwidth
0.29x
H100 PCIe has 3.47x more

Pricing

Price TypeMI210TrainiumH100 PCIeRTX 5000 Ada Generation
CAPEX (Street Price)$6,000———
OPEX (per hour)————
Price per TFLOPs (FP32-eq)$66———