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SWE Arena Rank #166

Anthropic Computer Use

anthropics/anthropic-quickstarts · Author: @anthropics

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Arena ELO

1233

±21

Total Stars

17.8k

+10.2% w/w

Monthly Traffic

2.1M/mo

2.5x vs median

Search Demand

120,000/mo

+92% (Surging) YoY

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

12-Month Adoption & Star Velocity +10.2% w/w

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

Anthropic Computer Use Category Median

GROWTH VELOCITY

+10.2%

1.9x vs category median

ARENA ELO SCORE

1233

+41 vs category median

WEB VISITS MOMENTUM

2.1M/mo

2.5x category median

LATENCY EFFICIENCY

95ms

0.4x faster execution

Ecosystem Adoption Thesis

Across verified open-source agentic tools, Anthropic Computer Use holds a position in the top percentile for developer retention and production velocity. Its weekly surge rate of +10.2% signals sustained real-world adoption rather than speculative hype.

Why Teams & Autonomous Agents Choose Anthropic Computer Use

Official reference implementations for Claude 3.7 / 3.5 Sonnet computer use, Model Context Protocol (MCP) clients, and automated financial agents.

Verified Real-World Production Workflow

Primary Implementation:

Equipping Claude agents with desktop OS GUI control, keyboard/mouse actions, and standardized MCP tool connectors.

Engine Stack & Dependencies:

Docker, Python, Claude Computer Use API, MCP client bridge.

Target Persona & Role Fit

Claude AI Engineers

Engineered and benchmarked specifically for Claude AI Engineers demanding deterministic execution, low token overhead, and production reliability in agentic loops.

Production Blueprint & Installation

git clone https://github.com/anthropics/anthropic-quickstarts

Technical Specification (ASD-STE100)

Official reference implementations for Claude 3.7 / 3.5 Sonnet computer use, Model Context Protocol (MCP) clients, and automated financial agents.

Architecture: Docker, Python, Claude Computer Use API, MCP client bridge.

Domain Tags & Keywords

#Computer Use#Claude 3.7#MCP#GUI Automation#Anthropic

Compute Efficiency Profile

P95 EXECUTION LATENCY

95ms

0.4x faster than median

TOKEN EFFICIENCY SAVINGS

-55%

Measured via context pruning

HEAD-TO-HEAD WIN RATE

78%

Arena paired matches

Monthly Documentation & Site Visits

2.1M/mo

Measured via Traffic Research bypass engine (2.5x category median)

Google Search Keyword Demand

120,000/mo

+92% (Surging) YoY expansion

6-Month Web Traffic Velocity

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

Anthropic Computer Use 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.

1233

±21 CI

WIN RATE

78%

Head-to-head

WEEKLY SURGE

+10.2%

Adoption velocity

P95 LATENCY

95ms

Execution speed

TOKEN OVERHEAD

-55%

Context saved

Head-to-Head Comparison — Anthropic Computer Use 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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