Data month 2026-08

Flower Labs

Flower Labsflower.aiFederated learning framework for developers

According to AlphaMoat, in 2026-08 Flower Labs (flower.ai) received 55,249 monthly visits (-14.4% MoM) — ranked #4,884 of 17,412 AI websites with traffic data, and #571 of 1,769 in Programming; its largest market is United States (23.5% of visits).

Monthly Visits · 2026-08

55.2K-14.4%

Overall Rank (17,412)

#4,884

Programming Rank (1,769)

#571

Top Market

United States23.5%

What is Flower Labs

Product Overview

Flower Labs, headquartered in Hamburg, provides developers a framework for putting federated learning into machine-learning projects.

Key Features

The platform wraps the communication and aggregation logic of distributed training, letting teams collaboratively train models without centralizing data, balancing privacy and scalability.

12-Month Traffic Trend

Hover for monthly values

Latest 55.2KMoM-14.4%

2026-06

69.7K

—

2026-07

64.6K

-7.4%

2026-08

55.2K

-14.4%

Visits by Country · Top 5

2026-08 · Share of total visits

United States

13,01123.5%

Germany

7,87714.3%

Brazil

3,4516.2%

India

2,8445.1%

South Korea

2,8035.1%

Popular in Programming

Click for details, or "+ Compare" to compare with Flower Labs

Lovable

lovable.dev

33.7M

-0.6%

Build apps and websites quickly with natural language

+ Compare

Cursor

cursor.com

22.5M

+3.3%

Software agent for collaborative development on desktop, in the terminal, and in the cloud

+ Compare

opencode

opencode.ai

16.7M

+44.5%

An open-source coding agent that connects any model and runs in terminal, IDE, or desktop.

+ Compare

Netlify

netlify.com

16.0M

+8.9%

Build and deploy websites and apps instantly from AI or code

+ Compare

Google Antigravity

antigravity.google

14.0M

-3.1%

Development command center for managing local coding agents in parallel

+ Compare

Feedly

feedly.com

13.1M

-4%

An intelligence platform that continuously collects and analyzes web threat signals.

+ Compare

Data month: 2026-08 · Visit figures are third-party traffic estimates aggregated monthly — best for scale and trends. Multiple domains of the same product are merged. See methodology.