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AI Power Ranking

AI Power Ranking

Comprehensive rankings of AI coding tools using Algorithm v7.0

Total Tools
31
Categories
9
Avg Score
67.2
Last Update
This Week
Ranking Tiers
Tools are assigned tiers based on their ranking position
S
Elite
Rank Top 5
The absolute best AI coding tools
A
Excellent
Rank 6-15
Exceptional tools with strong performance
B
Good
Rank 16-25
Solid, reliable tools
C
Average
Rank 26-35
Decent tools with specific use cases
D
Below Average
Rank 36+
Tools with limited features or adoption
Active filters:
Devops Assistant ✕
Amazon Q Developer icon
Amazon Q Developer
Devops Assistant
#6
A
↑17

AWS's comprehensive AI development assistant, evolved from CodeWhisperer to provide deep integration with the entire AWS ecosystem. Features agent architecture for autonomous cloud development tasks, from code generation to infrastructure deployment. Particularly valuable for teams building on AWS, offering specialized knowledge of AWS services and best practices.

devops assistant
Score: 74.9
SWE-bench: 55.0%
Agentic: 9.9Innovation: 5.0
About Algorithm v7.0
Our ranking algorithm combines quantitative metrics with qualitative assessments to provide a comprehensive view of AI coding tools. We update rankings weekly based on new data and continuously refine our methodology.

Primary Factors (67.5%)

Agentic Capability30.0%
Innovation15.0%
Performance12.5%
Adoption10.0%

Secondary Factors (32.5%)

Traction12.5%
Sentiment7.5%
Velocity5.0%
Resilience5.0%
How are AI tool rankings determined?
Our AI tool rankings use Algorithm v6.0 which evaluates tools across 8 key factors: Agentic Capability, Innovation, Technical Performance, Developer Adoption, Market Traction, Business Sentiment, Development Velocity, and Platform Resilience. Rankings are updated weekly with fresh data from multiple sources.
AI Tool Rankings FAQ
AI tool rankings are comprehensive evaluations of artificial intelligence software tools based on performance, features, user adoption, and technical capabilities. Our rankings help developers and businesses choose the best AI tools for their specific needs.
Our rankings use Algorithm v6.0, which evaluates 8 key factors: Agentic Capability, Innovation, Technical Performance, Developer Adoption, Market Traction, Business Sentiment, Development Velocity, and Platform Resilience. Each factor is weighted based on its importance to developers and businesses.