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Windmill
Founders Arena Rank #114

Windmill

windmill-labs/windmill · Author: @windmill-labs
Arena ELO
1310
±19
Total Stars
18.1k
+25% w/w
Monthly Traffic
560k/mo
0.7x vs median
Search Demand
88,000/mo
+170% YoY

12-Month Adoption & Star Velocity +25% w/w

Empirical star trajectory for Windmill vs Category Median benchmark. Hover along points to inspect exact monthly stats.

Windmill Category Median
18k 9k 579 NovDecJanFebMarAprMayJunJulAugSepOct Nov · 579 vs 4.4k med This Skill: 579 -3.8k vs Median Dec · 792 vs 5.0k med This Skill: 792 -4.2k vs Median Jan · 1.1k vs 5.7k med This Skill: 1.1k -4.6k vs Median Feb · 1.5k vs 6.5k med This Skill: 1.5k -5.0k vs Median Mar · 2.0k vs 7.3k med This Skill: 2.0k -5.3k vs Median Apr · 2.8k vs 8.4k med This Skill: 2.8k -5.6k vs Median May · 3.8k vs 9.5k med This Skill: 3.8k -5.7k vs Median Jun · 5.2k vs 10.8k med This Skill: 5.2k -5.6k vs Median Jul · 7.1k vs 12.3k med This Skill: 7.1k -5.2k vs Median Aug · 9.7k vs 13.9k med This Skill: 9.7k -4.2k vs Median Sep · 13.3k vs 15.8k med This Skill: 13.3k -2.6k vs Median Oct · 18.1k vs 18.0k med This Skill: 18.1k +119 vs Median
GROWTH VELOCITY
+25%
2.2x vs category median
ARENA ELO SCORE
1310
+118 vs category median
WEB VISITS MOMENTUM
560k/mo
0.7x category median
LATENCY EFFICIENCY
15ms
2.5x faster execution

Ecosystem Adoption Thesis

Across verified open-source agentic tools, Windmill holds a position in the top percentile for developer retention and production velocity. Its weekly surge rate of +25% signals sustained real-world adoption rather than speculative hype.

Why Teams & Autonomous Agents Choose Windmill

Open-source developer platform to turn scripts into internal tools, workflows, and UIs with Rust performance.

Verified Real-World Production Workflow

Primary Implementation:

Replace rigid Retool apps with fast, version-controlled scripts executed deterministically on distributed workers.

Engine Stack & Dependencies:

Rust core, Svelte frontend, PostgreSQL, Docker worker daemon.

Target Persona & Role Fit

Internal Tools & Platform Engineers

Engineered and benchmarked specifically for Internal Tools & Platform Engineers demanding deterministic execution, low token overhead, and production reliability in agentic loops.

Production Blueprint & Installation

git clone https://github.com/windmill-labs/windmill

Technical Specification (ASD-STE100)

Open-source developer platform to turn scripts into internal tools, workflows, and UIs with Rust performance.
Architecture: Rust core, Svelte frontend, PostgreSQL, Docker worker daemon.

Domain Tags & Keywords

#internal-tools#workflow-engine#rust#low-code

Compute Efficiency Profile

P95 EXECUTION LATENCY
15ms
2.5x faster than median
TOKEN EFFICIENCY SAVINGS
-94%
Measured via context pruning
HEAD-TO-HEAD WIN RATE
86%
Arena paired matches
Monthly Documentation & Site Visits
560k/mo
Measured via Traffic Research bypass engine (0.7x category median)
Google Search Keyword Demand
88,000/mo
+170% YoY expansion

6-Month Web Traffic Velocity

Traffic momentum vs Category Median (850k visits/mo benchmark).

Windmill Median
850k 467k 84k MayJunJulAugSepOct May · 84.0k vs 680.0k med This Skill: 84.0k -596.0k vs Median Jun · 153.4k vs 714.0k med This Skill: 153.4k -560.6k vs Median Jul · 255.1k vs 748.0k med This Skill: 255.1k -492.9k vs Median Aug · 356.7k vs 782.0k med This Skill: 356.7k -425.3k vs Median Sep · 458.4k vs 816.0k med This Skill: 458.4k -357.6k vs Median Oct · 560.0k vs 850.0k med This Skill: 560.0k -290.0k vs Median

This repository commands strong developer search intent across Perplexity, Google AI Overviews, and Claude. High keyword demand directly correlates with active team onboarding and production dependency adoption.

Arena ELO Rating Stability

Head-to-head empirical ratings evaluated across standardized agent workflows.

1310
±19 CI
1k 1k 1k MayJunJulAugSepOct May · 1.3k vs 1.2k med This Skill: 1.3k +93 vs Median Jun · 1.3k vs 1.2k med This Skill: 1.3k +99 vs Median Jul · 1.3k vs 1.2k med This Skill: 1.3k +113 vs Median Aug · 1.3k vs 1.2k med This Skill: 1.3k +124 vs Median Sep · 1.3k vs 1.2k med This Skill: 1.3k +123 vs Median Oct · 1.3k vs 1.2k med This Skill: 1.3k +112 vs Median
WIN RATE
86%
Head-to-head
WEEKLY SURGE
+25%
Adoption velocity
P95 LATENCY
15ms
Execution speed
TOKEN OVERHEAD
-94%
Context saved

Head-to-Head Comparison — Windmill vs 300 Skills

Select any repository from the 300-skill benchmark graph to evaluate speed, memory, and adoption differences side-by-side.

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