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SWE Arena Rank #122

Cline

cline/cline · Author: @cline

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Arena ELO

1243

±25

Total Stars

70.0k

+185.6% w/w

Monthly Traffic

1.6M/mo

1.9x vs median

Search Demand

85,000/mo

+125% YoY

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

12-Month Adoption & Star Velocity +185.6% w/w

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

Cline Category Median

GROWTH VELOCITY

+185.6%

2.1x vs category median

ARENA ELO SCORE

1243

+51 vs category median

WEB VISITS MOMENTUM

1.6M/mo

1.9x category median

LATENCY EFFICIENCY

50ms

0.8x faster execution

Ecosystem Adoption Thesis

Across verified open-source agentic tools, Cline holds a position in the top percentile for developer retention and production velocity. Its weekly surge rate of +185.6% signals sustained real-world adoption rather than speculative hype.

Why Teams & Autonomous Agents Choose Cline

Autonomous coding agent in VS Code that inspects project files, runs terminal commands, and edits code with Model Context Protocol support.

Verified Real-World Production Workflow

Primary Implementation:

Hand off complex tasks like 'upgrade Next.js 14 to 15 and fix all deprecated breaking changes' and watch it complete and verify.

Engine Stack & Dependencies:

VSCode Extension API, Model Context Protocol, Diff Match Patch.

Target Persona & Role Fit

VSCode Power Users

Engineered and benchmarked specifically for VSCode Power Users demanding deterministic execution, low token overhead, and production reliability in agentic loops.

Production Blueprint & Installation

git clone https://github.com/cline/cline

Technical Specification (ASD-STE100)

Autonomous coding agent in VS Code that inspects project files, runs terminal commands, and edits code with Model Context Protocol support.

Architecture: VSCode Extension API, Model Context Protocol, Diff Match Patch.

Domain Tags & Keywords

#vscode-agent#mcp-tools#autonomous-coding#diffs

Compute Efficiency Profile

P95 EXECUTION LATENCY

50ms

0.8x faster than median

TOKEN EFFICIENCY SAVINGS

-93%

Measured via context pruning

HEAD-TO-HEAD WIN RATE

79%

Arena paired matches

Monthly Documentation & Site Visits

1.6M/mo

Measured via Traffic Research bypass engine (1.9x category median)

Google Search Keyword Demand

85,000/mo

+125% YoY expansion

6-Month Web Traffic Velocity

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

Cline 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.

1243

±25 CI

WIN RATE

79%

Head-to-head

WEEKLY SURGE

+185.6%

Adoption velocity

P95 LATENCY

50ms

Execution speed

TOKEN OVERHEAD

-93%

Context saved

Head-to-Head Comparison — Cline 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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