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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 MI210NVIDIA H100 PCIeNVIDIA GeForce RTX 4070 SuperAMD MI300A
ArchitectureCDNA 2HopperAda LovelaceCDNA 3
Form FactorPCIePCIePCIeOAM
VRAM64 GB80 GB12 GB128 GB
Memory Bandwidth1,638 GB/s2,000 GB/s504 GB/s5,300 GB/s
TFLOPs (FP32)45.35135.5122.6
TFLOPs (FP16)1811,51371980.6
TFLOPs1811,51371980.6
TFLOPs (FP8)————
TDP300 W350 W220 W760 W
Launch DateJan 2022Sep 2022Jan 2024Dec 2023

Efficiency Metrics

MetricMI210H100 PCIeGeForce RTX 4070 SuperMI300A
TFLOPs per Watt (FP32-eq)0.302.160.160.65
Memory Bandwidth per GB25.6 GB/s25.0 GB/s42.0 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 AMD MI210

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 GeForce RTX 4070 Super
Compute (FP32-eq)
2.55x
Need 2.55x GeForce RTX 4070 Super
FP32 Compute
1.28x
Need 1.28x GeForce RTX 4070 Super
VRAM
5.33x
Need 5.33x GeForce RTX 4070 Super
Memory Bandwidth
3.25x
Need 3.25x GeForce RTX 4070 Super
AMD MI300A
Compute (FP32-eq)
0.18x
MI300A is 5.42x faster
FP32 Compute
0.37x
MI300A is 2.71x faster
VRAM
0.50x
MI300A has 2.00x more
Memory Bandwidth
0.31x
MI300A has 3.24x 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
NVIDIA GeForce RTX 4070 Super
Compute (FP32-eq)
21.31x
Need 21.31x GeForce RTX 4070 Super
FP32 Compute
1.44x
Need 1.44x GeForce RTX 4070 Super
VRAM
6.67x
Need 6.67x GeForce RTX 4070 Super
Memory Bandwidth
3.97x
Need 3.97x GeForce RTX 4070 Super
AMD MI300A
Compute (FP32-eq)
1.54x
Need 1.54x MI300A
FP32 Compute
0.42x
MI300A is 2.40x faster
VRAM
0.63x
MI300A has 1.60x more
Memory Bandwidth
0.38x
MI300A has 2.65x more

To match 1x NVIDIA GeForce RTX 4070 Super

AMD MI210
Compute (FP32-eq)
0.39x
MI210 is 2.55x faster
FP32 Compute
0.78x
MI210 is 1.28x faster
VRAM
0.19x
MI210 has 5.33x more
Memory Bandwidth
0.31x
MI210 has 3.25x more
NVIDIA H100 PCIe
Compute (FP32-eq)
0.05x
H100 PCIe is 21.31x faster
FP32 Compute
0.70x
H100 PCIe is 1.44x faster
VRAM
0.15x
H100 PCIe has 6.67x more
Memory Bandwidth
0.25x
H100 PCIe has 3.97x more
AMD MI300A
Compute (FP32-eq)
0.07x
MI300A is 13.81x faster
FP32 Compute
0.29x
MI300A is 3.45x faster
VRAM
0.09x
MI300A has 10.67x more
Memory Bandwidth
0.10x
MI300A has 10.52x more

To match 1x AMD MI300A

AMD MI210
Compute (FP32-eq)
5.42x
Need 5.42x MI210
FP32 Compute
2.71x
Need 2.71x MI210
VRAM
2.00x
Need 2.00x MI210
Memory Bandwidth
3.24x
Need 3.24x MI210
NVIDIA H100 PCIe
Compute (FP32-eq)
0.65x
H100 PCIe is 1.54x faster
FP32 Compute
2.40x
Need 2.40x H100 PCIe
VRAM
1.60x
Need 1.60x H100 PCIe
Memory Bandwidth
2.65x
Need 2.65x H100 PCIe
NVIDIA GeForce RTX 4070 Super
Compute (FP32-eq)
13.81x
Need 13.81x GeForce RTX 4070 Super
FP32 Compute
3.45x
Need 3.45x GeForce RTX 4070 Super
VRAM
10.67x
Need 10.67x GeForce RTX 4070 Super
Memory Bandwidth
10.52x
Need 10.52x GeForce RTX 4070 Super

Pricing

Price TypeMI210H100 PCIeGeForce RTX 4070 SuperMI300A
CAPEX (Street Price)$6,000———
OPEX (per hour)————
Price per TFLOPs (FP32-eq)$66———