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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 MI100AMD MI325XNVIDIA GeForce RTX 5070NVIDIA GeForce RTX 4070
ArchitectureCDNACDNA 3.5BlackwellAda Lovelace
Form FactorPCIeOAMPCIePCIe
VRAM32 GB256 GB12 GB12 GB
Memory Bandwidth1,228 GB/s6,000 GB/s672 GB/s504 GB/s
TFLOPs (FP32)23.117530.829.1
TFLOPs (FP16)184.61,40061.658.2
TFLOPs23.11,40061.658.2
TFLOPs (FP8)—2,800——
TDP300 W800 W250 W200 W
Launch DateNov 2020Oct 2024Feb 2025Apr 2023

Efficiency Metrics

MetricMI100MI325XGeForce RTX 5070GeForce RTX 4070
TFLOPs per Watt (FP32-eq)0.080.880.120.15
Memory Bandwidth per GB38.4 GB/s23.4 GB/s56.0 GB/s42.0 GB/s

Performance Equivalence

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

To match 1x AMD MI100

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 GeForce RTX 5070
Compute (FP32-eq)
0.75x
GeForce RTX 5070 is 1.33x faster
FP32 Compute
0.75x
GeForce RTX 5070 is 1.33x faster
VRAM
2.67x
Need 2.67x GeForce RTX 5070
Memory Bandwidth
1.83x
Need 1.83x GeForce RTX 5070
NVIDIA GeForce RTX 4070
Compute (FP32-eq)
0.79x
GeForce RTX 4070 is 1.26x faster
FP32 Compute
0.79x
GeForce RTX 4070 is 1.26x faster
VRAM
2.67x
Need 2.67x GeForce RTX 4070
Memory Bandwidth
2.44x
Need 2.44x GeForce RTX 4070

To match 1x AMD MI325X

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 GeForce RTX 5070
Compute (FP32-eq)
22.73x
Need 22.73x GeForce RTX 5070
FP32 Compute
5.68x
Need 5.68x GeForce RTX 5070
VRAM
21.33x
Need 21.33x GeForce RTX 5070
Memory Bandwidth
8.93x
Need 8.93x GeForce RTX 5070
NVIDIA GeForce RTX 4070
Compute (FP32-eq)
24.05x
Need 24.05x GeForce RTX 4070
FP32 Compute
6.01x
Need 6.01x GeForce RTX 4070
VRAM
21.33x
Need 21.33x GeForce RTX 4070
Memory Bandwidth
11.90x
Need 11.90x GeForce RTX 4070

To match 1x NVIDIA GeForce RTX 5070

AMD MI100
Compute (FP32-eq)
1.33x
Need 1.33x MI100
FP32 Compute
1.33x
Need 1.33x MI100
VRAM
0.38x
MI100 has 2.67x more
Memory Bandwidth
0.55x
MI100 has 1.83x more
AMD MI325X
Compute (FP32-eq)
0.04x
MI325X is 22.73x faster
FP32 Compute
0.18x
MI325X is 5.68x faster
VRAM
0.05x
MI325X has 21.33x more
Memory Bandwidth
0.11x
MI325X has 8.93x more
NVIDIA GeForce RTX 4070
Compute (FP32-eq)
1.06x
Need 1.06x GeForce RTX 4070
FP32 Compute
1.06x
Need 1.06x GeForce RTX 4070
VRAM
1.00x
GeForce RTX 4070 has 1.00x more
Memory Bandwidth
1.33x
Need 1.33x GeForce RTX 4070

To match 1x NVIDIA GeForce RTX 4070

AMD MI100
Compute (FP32-eq)
1.26x
Need 1.26x MI100
FP32 Compute
1.26x
Need 1.26x MI100
VRAM
0.38x
MI100 has 2.67x more
Memory Bandwidth
0.41x
MI100 has 2.44x more
AMD MI325X
Compute (FP32-eq)
0.04x
MI325X is 24.05x faster
FP32 Compute
0.17x
MI325X is 6.01x faster
VRAM
0.05x
MI325X has 21.33x more
Memory Bandwidth
0.08x
MI325X has 11.90x more
NVIDIA GeForce RTX 5070
Compute (FP32-eq)
0.94x
GeForce RTX 5070 is 1.06x faster
FP32 Compute
0.94x
GeForce RTX 5070 is 1.06x faster
VRAM
1.00x
GeForce RTX 5070 has 1.00x more
Memory Bandwidth
0.75x
GeForce RTX 5070 has 1.33x more

Pricing

Price TypeMI100MI325XGeForce RTX 5070GeForce RTX 4070
CAPEX (Street Price)—$45,000——
OPEX (per hour)————
Price per TFLOPs (FP32-eq)—$64——