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AI Power Ranking
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AI Power Ranking
Comprehensive rankings of AI coding tools using Algorithm v7.6 - Market-validated scoring
Total Tools
42
Categories
8
Avg Score
72.5
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:
Other ✕
GitLab Duo
Other
#20
B
—
other
Score: 46.4
Agentic: 5.3
Innovation: 9.0
Greptile
Other
#27
C
—
other
Score: 42.5
Agentic: 5.2
Innovation: 8.5
Flint
Other
#44
D
—
other
Score: 33.3
Agentic: 5.2
Innovation: 6.2
Caffeine
Other
#47
D
↓1
other
Score: 32.5
Agentic: 5.0
Innovation: 5.4
ClackyAI
Other
#49
D
↓2
other
Score: 32.2
Agentic: 5.3
Innovation: 7.0
GitLab Duo Agent Platform
Other
#52
D
↓2
other
Score: 30.4
Agentic: 5.0
Innovation: 3.0
OpenRouter
OpenRouter
Other
#59
D
NEW
other
Score: 27.8
Agentic: 5.0
Innovation: 3.0
Harvey AI
Harvey AI
Other
#61
D
NEW
other
Score: 27.3
Agentic: 5.0
Innovation: 3.0
Google Maps AI Code Generation Agent
Google Maps AI Code Generation Agent
Other
#63
D
NEW
other
Score: 24.2
Agentic: 5.0
Innovation: 3.0
Snowflake Cortex Code
Snowflake Cortex Code
Other
#64
D
NEW
other
Score: 24.2
Agentic: 5.0
Innovation: 3.0
Builder.io Fusion
Builder.io Fusion
Other
#65
D
NEW
other
Score: 24.2
Agentic: 5.0
Innovation: 3.0
Junie
Junie
Other
#66
D
NEW
other
Score: 24.2
Agentic: 5.0
Innovation: 3.0
OpenAI Reinforcement Fine-Tuning
OpenAI Reinforcement Fine-Tuning
Other
#67
D
NEW
other
Score: 24.2
Agentic: 5.0
Innovation: 3.0
Opus 4.5
Opus 4.5
Other
#68
D
NEW
other
Score: 24.2
Agentic: 5.0
Innovation: 3.0
Model Context Protocol (MCP)
Model Context Protocol (MCP)
Other
#69
D
NEW
other
Score: 24.2
Agentic: 5.0
Innovation: 3.0
Devstral Small 2
Devstral Small 2
Other
#70
D
NEW
other
Score: 24.2
Agentic: 5.0
Innovation: 3.0
DeepSeek-R1
DeepSeek-R1
Other
#71
D
NEW
other
Score: 24.2
Agentic: 5.0
Innovation: 3.0
Reload
Reload
Other
#72
D
NEW
other
Score: 24.2
Agentic: 5.0
Innovation: 3.0
Epic
Epic
Other
#73
D
NEW
other
Score: 24.2
Agentic: 5.0
Innovation: 3.0
Factory
Factory
Other
#74
D
NEW
other
Score: 24.2
Agentic: 5.0
Innovation: 3.0
Model Context Protocol
Model Context Protocol
Other
#75
D
NEW
other
Score: 24.2
Agentic: 5.0
Innovation: 3.0
Coder AI Maturity Self-Assessment
Coder AI Maturity Self-Assessment
Other
#76
D
NEW
other
Score: 24.2
Agentic: 5.0
Innovation: 3.0
Cowork
Cowork
Other
#77
D
NEW
other
Score: 24.2
Agentic: 5.0
Innovation: 3.0
Nano Banana Pro
Nano Banana Pro
Other
#78
D
NEW
other
Score: 24.2
Agentic: 5.0
Innovation: 3.0
MoltBot
MoltBot
Other
#79
D
NEW
other
Score: 24.2
Agentic: 5.0
Innovation: 3.0
DeepSeek
DeepSeek
Other
#80
D
NEW
other
Score: 24.2
Agentic: 5.0
Innovation: 3.0
Gas Town
Gas Town
Other
#81
D
NEW
other
Score: 24.2
Agentic: 5.0
Innovation: 3.0
Marble
Marble
Other
#82
D
NEW
other
Score: 24.2
Agentic: 5.0
Innovation: 3.0
Moltbook
Moltbook
Other
#83
D
NEW
other
Score: 24.2
Agentic: 5.0
Innovation: 3.0
Rentahuman
Rentahuman
Other
#84
D
NEW
other
Score: 24.2
Agentic: 5.0
Innovation: 3.0
Frontier
Frontier
Other
#85
D
NEW
other
Score: 24.2
Agentic: 5.0
Innovation: 3.0
Nova Act
Nova Act
Other
#86
D
NEW
other
Score: 24.2
Agentic: 5.0
Innovation: 3.0
SEMrush
SEMrush
Other
#87
D
NEW
other
Score: 24.2
Agentic: 5.0
Innovation: 3.0
Opus 4.6
Opus 4.6
Other
#88
D
NEW
other
Score: 24.2
Agentic: 5.0
Innovation: 3.0
Cowork AI
Cowork AI
Other
#89
D
NEW
other
Score: 24.2
Agentic: 5.0
Innovation: 3.0
CrossBeam
CrossBeam
Other
#90
D
NEW
other
Score: 24.2
Agentic: 5.0
Innovation: 3.0
Twilio
Twilio
Other
#91
D
NEW
other
Score: 24.2
Agentic: 5.0
Innovation: 3.0
Stripe
Stripe
Other
#92
D
NEW
other
Score: 24.2
Agentic: 5.0
Innovation: 3.0
AWS
AWS
Other
#93
D
NEW
other
Score: 24.2
Agentic: 5.0
Innovation: 3.0
Grok
Grok
Other
#94
D
NEW
other
Score: 24.2
Agentic: 5.0
Innovation: 3.0
Sonnet-4.5
Sonnet-4.5
Other
#95
D
NEW
other
Score: 24.2
Agentic: 5.0
Innovation: 3.0
Azure
Azure
Other
#96
D
NEW
other
Score: 24.2
Agentic: 5.0
Innovation: 3.0
Unleash FeatureOps platform
Unleash FeatureOps platform
Other
#97
D
NEW
other
Score: 24.2
Agentic: 5.0
Innovation: 3.0
LaunchDarkly
LaunchDarkly
Other
#98
D
NEW
other
Score: 24.2
Agentic: 5.0
Innovation: 3.0
Harness
Harness
Other
#99
D
NEW
other
Score: 24.2
Agentic: 5.0
Innovation: 3.0
Statsig
Statsig
Other
#100
D
NEW
other
Score: 24.2
Agentic: 5.0
Innovation: 3.0
Split
Split
Other
#101
D
NEW
other
Score: 24.2
Agentic: 5.0
Innovation: 3.0
DeepSeek V3.2
DeepSeek V3.2
Other
#102
D
NEW
other
Score: 24.2
Agentic: 5.0
Innovation: 3.0
Seedance 2.0
Seedance 2.0
Other
#103
D
NEW
other
Score: 24.2
Agentic: 5.0
Innovation: 3.0
GLM 5.0
GLM 5.0
Other
#104
D
NEW
other
Score: 24.2
Agentic: 5.0
Innovation: 3.0
Kimi 2.5
Kimi 2.5
Other
#105
D
NEW
other
Score: 24.2
Agentic: 5.0
Innovation: 3.0
ElevenLabs
ElevenLabs
Other
#106
D
NEW
other
Score: 24.2
Agentic: 5.0
Innovation: 3.0
Shell tool
Shell tool
Other
#107
D
NEW
other
Score: 24.2
Agentic: 5.0
Innovation: 3.0
ByteDance Seedance 2.0
ByteDance Seedance 2.0
Other
#108
D
NEW
other
Score: 24.2
Agentic: 5.0
Innovation: 3.0
Zhipu GLM 5.0
Zhipu GLM 5.0
Other
#109
D
NEW
other
Score: 24.2
Agentic: 5.0
Innovation: 3.0
Moonshot Kimi 2.5
Moonshot Kimi 2.5
Other
#110
D
NEW
other
Score: 24.2
Agentic: 5.0
Innovation: 3.0
Baz
Baz
Other
#111
D
NEW
other
Score: 24.2
Agentic: 5.0
Innovation: 3.0
Anthropic
Anthropic
Other
#112
D
NEW
other
Score: 24.2
Agentic: 5.0
Innovation: 3.0
SWE-Bench
SWE-Bench
Other
#113
D
NEW
other
Score: 24.2
Agentic: 5.0
Innovation: 3.0
Code Review Bench
Code Review Bench
Other
#114
D
NEW
other
Score: 24.2
Agentic: 5.0
Innovation: 3.0
About Algorithm v7.6
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.
Scoring Factors
Modifiers
Methodology
Primary Factors (67.5%)
Agentic Capability
30.0%
Innovation
15.0%
Performance
12.5%
Adoption
10.0%
Secondary Factors (32.5%)
Traction
12.5%
Sentiment
7.5%
Velocity
5.0%
Resilience
5.0%
AI Power Ranking
