These rankings are based on data from August 2026

Company

Flower Labs

Years in business

  • 3

Number of employees

  • 11-50 employees

Country

  • Germany

Flower is a federated learning framework enabling integration with multiple ML platforms, supporting large-scale deployments and research. It facilitates the creation and scaling of federated systems using major ML frameworks while ensuring privacy through differential privacy techniques.

API Availability

  • Yes

Pricing

unknown

Use

federated learning

Position of Flower Labs on sub rankings

August 2026

Industries

research & development

software & it

Integrations

android

aws

azure

gcp

ios

Security protocols

differential privacy

iso 27001

Ranking position over time

September 2025 - August 2026

#1,599

Best rank

#2,143

Lowest rank

Down 544 spots over 12 months

12-month trend

#3,430

Best rank

#5,018

Lowest rank

Down 1,588 spots over 12 months

12-month trend

#1,392

Best rank

#2,167

Lowest rank

Down 775 spots over 12 months

12-month trend

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