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SWE Arena Rank #132

CrewAI

crewAIInc/crewAI · Author: @crewAIInc

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Arena ELO

1310

±20

Total Stars

59.4k

+109.2% w/w

Monthly Traffic

1.9M/mo

2.2x vs median

Search Demand

280,000/mo

+150% YoY

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

12-Month Adoption & Star Velocity +109.2% w/w

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

CrewAI Category Median

GROWTH VELOCITY

+109.2%

2.1x vs category median

ARENA ELO SCORE

1310

+118 vs category median

WEB VISITS MOMENTUM

1.9M/mo

2.2x category median

LATENCY EFFICIENCY

38ms

1.0x faster execution

Ecosystem Adoption Thesis

Across verified open-source agentic tools, CrewAI holds a position in the top percentile for developer retention and production velocity. Its weekly surge rate of +109.2% signals sustained real-world adoption rather than speculative hype.

Why Teams & Autonomous Agents Choose CrewAI

Framework for orchestrating role-playing, autonomous AI agents that foster collaborative intelligence.

Verified Real-World Production Workflow

Primary Implementation:

Assign distinct specialist roles (Researcher, Writer, QA, Marketer) to collaborate on multi-step deliverables.

Engine Stack & Dependencies:

Python, LangChain integration, Telemetry, Task pipelines.

Target Persona & Role Fit

AI Product Engineers

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

Production Blueprint & Installation

git clone https://github.com/crewAIInc/crewAI

Technical Specification (ASD-STE100)

Framework for orchestrating role-playing, autonomous AI agents that foster collaborative intelligence.

Architecture: Python, LangChain integration, Telemetry, Task pipelines.

Domain Tags & Keywords

#role-playing-agents#orchestration#multi-agent#automation

Compute Efficiency Profile

P95 EXECUTION LATENCY

38ms

1.0x faster than median

TOKEN EFFICIENCY SAVINGS

-80%

Measured via context pruning

HEAD-TO-HEAD WIN RATE

85%

Arena paired matches

Monthly Documentation & Site Visits

1.9M/mo

Measured via Traffic Research bypass engine (2.2x category median)

Google Search Keyword Demand

280,000/mo

+150% YoY expansion

6-Month Web Traffic Velocity

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

CrewAI 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

±20 CI

WIN RATE

85%

Head-to-head

WEEKLY SURGE

+109.2%

Adoption velocity

P95 LATENCY

38ms

Execution speed

TOKEN OVERHEAD

-80%

Context saved

Head-to-Head Comparison — CrewAI 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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