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SWE Arena Rank #57

Roo Code

RooVetGit/Roo-Cline · Author: @RooVetGit

View on GitHub

Arena ELO

1320

±18

Total Stars

24.3k

+31.3% w/w

Monthly Traffic

980k/mo

1.2x vs median

Search Demand

140,000/mo

+180% YoY

Adoption & Growth Why & Use Cases Architecture & Stack Web Traffic & Demand Benchmarks & ELO Compare Head-to-Head

12-Month Adoption & Star Velocity +31.3% w/w

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

Roo Code Category Median

GROWTH VELOCITY

+31.3%

2.7x vs category median

ARENA ELO SCORE

1320

+128 vs category median

WEB VISITS MOMENTUM

980k/mo

1.2x category median

LATENCY EFFICIENCY

28ms

1.4x faster execution

Ecosystem Adoption Thesis

Across verified open-source agentic tools, Roo Code holds a position in the top percentile for developer retention and production velocity. Its weekly surge rate of +31.3% signals sustained real-world adoption rather than speculative hype.

Why Teams & Autonomous Agents Choose Roo Code

Autonomous coding agent for VS Code with custom modes, deep architectural reasoning, and multi-model routing.

Verified Real-World Production Workflow

Primary Implementation:

Orchestrate large-scale repository refactors and multi-file feature additions autonomously with deterministic terminal execution.

Engine Stack & Dependencies:

TypeScript, VS Code Extension API, Tree-sitter AST, OpenRouter cascading.

Target Persona & Role Fit

Autonomous SWE & Systems Devs

Engineered and benchmarked specifically for Autonomous SWE & Systems Devs demanding deterministic execution, low token overhead, and production reliability in agentic loops.

Production Blueprint & Installation

git clone https://github.com/RooVetGit/Roo-Cline

Technical Specification (ASD-STE100)

Autonomous coding agent for VS Code with custom modes, deep architectural reasoning, and multi-model routing.

Architecture: TypeScript, VS Code Extension API, Tree-sitter AST, OpenRouter cascading.

Domain Tags & Keywords

#autonomous-coding#vscode#agentic-ide#multi-model

Compute Efficiency Profile

P95 EXECUTION LATENCY

28ms

1.4x faster than median

TOKEN EFFICIENCY SAVINGS

-88%

Measured via context pruning

HEAD-TO-HEAD WIN RATE

88%

Arena paired matches

Monthly Documentation & Site Visits

980k/mo

Measured via Traffic Research bypass engine (1.2x category median)

Google Search Keyword Demand

140,000/mo

+180% YoY expansion

6-Month Web Traffic Velocity

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

Roo Code 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.

1320

±18 CI

WIN RATE

88%

Head-to-head

WEEKLY SURGE

+31.3%

Adoption velocity

P95 LATENCY

28ms

Execution speed

TOKEN OVERHEAD

-88%

Context saved

Head-to-Head Comparison — Roo Code 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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