Top AI Agents by Role

AI Agent LeaderboardSeptember 2025

Leaderboards are updated monthly once all relevant data becomes available. Current rankings reflect the most recent complete data cycle.

Top AI Agents by Role

TrendRankAgentDescriptionScore
–
 1 Amazon Q Developer AI software development assistant 91
Popularity:97
Product Maturity:100
Market Sentiment:96
Growth Velocity:68
–
 2 GitHub Copilot AI coding assistant 91
Popularity:99
Product Maturity:96
Market Sentiment:95
Growth Velocity:64
–
 3 Replit Agent AI development assistant 91
Popularity:91
Product Maturity:88
Market Sentiment:96
Growth Velocity:89
–
 4 Cursor AI-powered code editor 88
Popularity:93
Product Maturity:87
Market Sentiment:92
Growth Velocity:74
1
 5 BASE44 No-code app builder 88
Popularity:91
Product Maturity:60
Market Sentiment:95
Growth Velocity:88
52
 6 Leap No-code app builder 86
Popularity:87
Product Maturity:51
Market Sentiment:97
Growth Velocity:98
1
 7 Tabnine AI code assistant 86
Popularity:89
Product Maturity:95
Market Sentiment:96
Growth Velocity:66
1
 8 Devin Autonomous AI software engineer 86
Popularity:89
Product Maturity:87
Market Sentiment:84
Growth Velocity:75
1
 9 GitLab Duo AI DevSecOps platform 85
Popularity:91
Product Maturity:98
Market Sentiment:97
Growth Velocity:56
5
 10 v0 UI generation and execution 85
Popularity:90
Product Maturity:91
Market Sentiment:97
Growth Velocity:59
TrendRankAgentDescriptionScore
–
 1 Agentforce Autonomous AI support tool 92
Popularity:97
Product Maturity:94
Market Sentiment:98
Growth Velocity:73
–
 2 PolyAI Conversational AI platform 88
Popularity:88
Product Maturity:86
Market Sentiment:98
Growth Velocity:84
–
 3 Claygent AI research agent 88
Popularity:92
Product Maturity:88
Market Sentiment:95
Growth Velocity:74
–
 4 Crescendo AI-driven customer service 87
Popularity:87
Product Maturity:80
Market Sentiment:98
Growth Velocity:88
–
 5 Kustomer AI customer support agent 87
Popularity:88
Product Maturity:90
Market Sentiment:99
Growth Velocity:76
1
 6 Gong Revenue intelligence platform 86
Popularity:93
Product Maturity:97
Market Sentiment:99
Growth Velocity:54
1
 7 Sierra Conversational AI platform 86
Popularity:88
Product Maturity:87
Market Sentiment:96
Growth Velocity:74
–
 8 Jotform Agents Automated customer service tool 86
Popularity:96
Product Maturity:88
Market Sentiment:98
Growth Velocity:47
–
 9 Lindy Automates business workflows 85
Popularity:89
Product Maturity:83
Market Sentiment:92
Growth Velocity:69
–
 10 11x Autonomous customer engagement tool 84
Popularity:89
Product Maturity:87
Market Sentiment:89
Growth Velocity:67
TrendRankAgentDescriptionScore
–
 1 Dynatrace OneAgent Automated full-stack monitoring 89
Popularity:92
Product Maturity:94
Market Sentiment:95
Growth Velocity:75
–
 2 KaneAI AI testing assistant 87
Popularity:92
Product Maturity:87
Market Sentiment:99
Growth Velocity:68
–
 3 GitLab Duo AI DevSecOps platform 85
Popularity:91
Product Maturity:98
Market Sentiment:97
Growth Velocity:56
1
 4 Phoenix AI development accelerator 82
Popularity:83
Product Maturity:87
Market Sentiment:97
Growth Velocity:68
1
 5 Resolve AI incident resolution agent 81
Popularity:84
Product Maturity:75
Market Sentiment:96
Growth Velocity:68
–
 6 Opsera Unified DevOps platform 81
Popularity:86
Product Maturity:85
Market Sentiment:99
Growth Velocity:54
–
 7 Tessl AI code development agent 80
Popularity:80
Product Maturity:82
Market Sentiment:93
Growth Velocity:70
4
 8 Kubiya AI workflow orchestration 80
Popularity:84
Product Maturity:73
Market Sentiment:97
Growth Velocity:61
1
 9 Helicone LLM application monitoring platform 80
Popularity:86
Product Maturity:66
Market Sentiment:97
Growth Velocity:58
1
 10 Portkey AI production control panel 79
Popularity:85
Product Maturity:70
Market Sentiment:97
Growth Velocity:58
TrendRankAgentDescriptionScore
–
 1 Opal AI marketing assistant 88
Popularity:92
Product Maturity:93
Market Sentiment:97
Growth Velocity:71
–
 2 Hightouch Data-driven marketing platform 84
Popularity:90
Product Maturity:91
Market Sentiment:98
Growth Velocity:56
–
 3 Uizard for Marketers AI design automation tool 84
Popularity:90
Product Maturity:90
Market Sentiment:95
Growth Velocity:54
1
 4 Zeta Global AI marketing cloud 84
Popularity:88
Product Maturity:98
Market Sentiment:97
Growth Velocity:57
1
 5 SuperAGI Agentic business growth platform 82
Popularity:88
Product Maturity:77
Market Sentiment:95
Growth Velocity:60
2
 6 Copy.ai AI marketing strategy platform 82
Popularity:91
Product Maturity:83
Market Sentiment:85
Growth Velocity:52
1
 7 Netcore Autonomous marketing strategist 81
Popularity:90
Product Maturity:88
Market Sentiment:95
Growth Velocity:46
1
 8 Chatsonic AI marketing chat solution 81
Popularity:90
Product Maturity:78
Market Sentiment:94
Growth Velocity:50
1
 9 Marblism AI-powered employee team 81
Popularity:86
Product Maturity:64
Market Sentiment:95
Growth Velocity:67
9
 10 GrackerAI AI-powered optimization 81
Popularity:83
Product Maturity:67
Market Sentiment:96
Growth Velocity:74
TrendRankAgentDescriptionScore
1
 1 BASE44 No-code app builder 88
Popularity:91
Product Maturity:60
Market Sentiment:95
Growth Velocity:88
1
 2 Lovart AI design transformation 87
Popularity:90
Product Maturity:61
Market Sentiment:98
Growth Velocity:85
17
 3 Leap No-code app builder 86
Popularity:87
Product Maturity:51
Market Sentiment:97
Growth Velocity:98
3
 4 v0 UI generation and execution 85
Popularity:90
Product Maturity:91
Market Sentiment:97
Growth Velocity:59
1
 5 Lovable Full stack engineer assistant 85
Popularity:94
Product Maturity:78
Market Sentiment:92
Growth Velocity:54
1
 6 Uizard AI UI design platform 84
Popularity:91
Product Maturity:90
Market Sentiment:97
Growth Velocity:54
–
 7 a0.dev a0.dev is a no-code mobile app builder. 84
Popularity:87
Product Maturity:59
Market Sentiment:94
Growth Velocity:82
2
 8 Bolt Web app development platform 83
Popularity:92
Product Maturity:89
Market Sentiment:90
Growth Velocity:50
–
 9 Rocket No-code app builder 82
Popularity:88
Product Maturity:77
Market Sentiment:94
Growth Velocity:61
2
 10 Autodesigner AI UI design platform 82
Popularity:88
Product Maturity:90
Market Sentiment:93
Growth Velocity:54
TrendRankAgentDescriptionScore
–
 1 watsonx HR Agents AI-powered HR task automation 94
Popularity:95
Product Maturity:95
Market Sentiment:98
Growth Velocity:88
–
 2 watsonx AI Agents Automates complex workflows 94
Popularity:94
Product Maturity:95
Market Sentiment:98
Growth Velocity:88
–
 3 Airtable Assistant Airtable AI collaborator 93
Popularity:95
Product Maturity:91
Market Sentiment:95
Growth Velocity:89
–
 4 ServiceNow Agents Autonomous business task management 91
Popularity:94
Product Maturity:87
Market Sentiment:99
Growth Velocity:81
NEW
 5 Zia Agents AI-powered managing suite 91
Popularity:97
Product Maturity:92
Market Sentiment:98
Growth Velocity:70
1
 6 Pega Enterprise AI automation tool 88
Popularity:91
Product Maturity:94
Market Sentiment:99
Growth Velocity:71
NEW
 7 Cohere North AI-powered organization 85
Popularity:91
Product Maturity:93
Market Sentiment:98
Growth Velocity:58
NEW
 8 Cohere Rerank AI-powered enterprise search 85
Popularity:91
Product Maturity:93
Market Sentiment:98
Growth Velocity:58
NEW
 9 Cohere Embed AI-retrieval platform 85
Popularity:91
Product Maturity:93
Market Sentiment:98
Growth Velocity:58
4
 10 Lindy Automates business workflows 85
Popularity:89
Product Maturity:83
Market Sentiment:92
Growth Velocity:69
TrendRankAgentDescriptionScore
–
 1 KaneAI AI testing assistant 87
Popularity:92
Product Maturity:87
Market Sentiment:99
Growth Velocity:68
–
 2 Vanta Automated compliance management 85
Popularity:91
Product Maturity:96
Market Sentiment:98
Growth Velocity:58
NEW
 3 Zentester AI testing agent 84
Popularity:86
Product Maturity:88
Market Sentiment:98
Growth Velocity:71
NEW
 4 Tricentis Tosca AI-driven test automation 84
Popularity:91
Product Maturity:95
Market Sentiment:98
Growth Velocity:53
2
 5 Temporal Durable execution platform 84
Popularity:89
Product Maturity:91
Market Sentiment:96
Growth Velocity:58
2
 6 CodeRabbit AI code review tool 83
Popularity:89
Product Maturity:76
Market Sentiment:98
Growth Velocity:60
NEW
 7 Tester H AI testing agent 82
Popularity:87
Product Maturity:85
Market Sentiment:96
Growth Velocity:57
6
 8 TestSprite AI testing agent 82
Popularity:85
Product Maturity:66
Market Sentiment:99
Growth Velocity:70
NEW
 9 Autosana QA agent for mobile apps 82
Popularity:78
Product Maturity:55
Market Sentiment:94
Growth Velocity:100
2
 10 testRigor AI test automation tool 81
Popularity:89
Product Maturity:86
Market Sentiment:97
Growth Velocity:48
TrendRankAgentDescriptionScore
NEW
 1 Microsoft Security Copilot AI security agents 94
Popularity:100
Product Maturity:95
Market Sentiment:96
Growth Velocity:74
1
 2 Dynatrace Davis AI observability and automation 87
Popularity:92
Product Maturity:97
Market Sentiment:98
Growth Velocity:58
1
 3 OneTrust Data compliance management platform 86
Popularity:93
Product Maturity:96
Market Sentiment:98
Growth Velocity:55
–
 4 Torq Agents AI security threat management 84
Popularity:88
Product Maturity:91
Market Sentiment:98
Growth Velocity:60
2
 5 Protect AI AI security platform 82
Popularity:85
Product Maturity:90
Market Sentiment:97
Growth Velocity:64
2
 6 Torq Socrates AI SOC analyst 82
Popularity:86
Product Maturity:91
Market Sentiment:97
Growth Velocity:60
2
 7 Xbow AI-powered penetration testing 82
Popularity:85
Product Maturity:73
Market Sentiment:93
Growth Velocity:71
NEW
 8 AgentAuth Authentication platform for agents 82
Popularity:87
Product Maturity:76
Market Sentiment:95
Growth Velocity:60
1
 9 Jit Automated security platform 81
Popularity:87
Product Maturity:82
Market Sentiment:98
Growth Velocity:55
1
 10 Dropzone AI-driven SOC analyst 81
Popularity:85
Product Maturity:75
Market Sentiment:99
Growth Velocity:62
TrendRankAgentDescriptionScore
–
 1 Databricks Genie AI business intelligence tool 88
Popularity:92
Product Maturity:91
Market Sentiment:96
Growth Velocity:73
–
 2 Box AI Enterprise AI content management 88
Popularity:94
Product Maturity:90
Market Sentiment:96
Growth Velocity:65
NEW
 3 Agent Bricks AI-powered data agent platform 87
Popularity:90
Product Maturity:91
Market Sentiment:93
Growth Velocity:72
1
 4 OneTrust Data compliance management platform 86
Popularity:93
Product Maturity:96
Market Sentiment:98
Growth Velocity:55
1
 5 Domo Data visualization and automation 86
Popularity:93
Product Maturity:96
Market Sentiment:99
Growth Velocity:54
NEW
 6 Cohere Command Agentic platform in your data 85
Popularity:91
Product Maturity:93
Market Sentiment:98
Growth Velocity:58
NEW
 7 Cortex Agents Agentic data orchestration 85
Popularity:90
Product Maturity:99
Market Sentiment:98
Growth Velocity:56
3
 8 Monte Carlo Data Data observability platform 85
Popularity:89
Product Maturity:93
Market Sentiment:98
Growth Velocity:60
NEW
 9 Prolific Agentic data collection 84
Popularity:94
Product Maturity:90
Market Sentiment:92
Growth Velocity:49
4
 10 h2oGPTe Generative AI platform 84
Popularity:89
Product Maturity:94
Market Sentiment:98
Growth Velocity:55
TrendRankAgentDescriptionScore
–
 1 watsonx HR Agents AI-powered HR task automation 94
Popularity:95
Product Maturity:95
Market Sentiment:98
Growth Velocity:88
–
 2 watsonx AI Agents Automates complex workflows 94
Popularity:94
Product Maturity:95
Market Sentiment:98
Growth Velocity:88
–
 3 Manus AI task automation 89
Popularity:93
Product Maturity:75
Market Sentiment:92
Growth Velocity:81
–
 4 InMoment Customer feedback insights tool 85
Popularity:92
Product Maturity:96
Market Sentiment:94
Growth Velocity:55
NEW
 5 Cohere Rerank AI-powered enterprise search 85
Popularity:91
Product Maturity:93
Market Sentiment:98
Growth Velocity:58
NEW
 6 Cohere Embed AI-retrieval platform 85
Popularity:91
Product Maturity:93
Market Sentiment:98
Growth Velocity:58
NEW
 7 Cohere Compass Intelligent search and discovery 84
Popularity:90
Product Maturity:93
Market Sentiment:93
Growth Velocity:58
3
 8 Uizard for Consulting AI design tool 84
Popularity:91
Product Maturity:90
Market Sentiment:95
Growth Velocity:54
3
 9 Assembly Speech-to-text models 84
Popularity:90
Product Maturity:91
Market Sentiment:97
Growth Velocity:54
1
 10 Jace AI Email Management Assistant 82
Popularity:86
Product Maturity:67
Market Sentiment:97
Growth Velocity:71
What is an AI agent?

Understanding the Score

Our scoring system uses a proprietary algorithm to evaluate tools across multiple dimensions—balancing reach, stability, reputation, and momentum.

Popularity

Reflects community visibility and reach. Based on collective traffic signals and social momentum.

Product Maturity

Evaluates how established and resource-backed a tool is, using indicators like team size, stage, and longevity.

Market Sentiment

Aggregated from peer-review platforms to represent overall sentiment and reliability from the global user base.

Growth Velocity

Captures recent surges in traction and momentum using a blend of dynamic company-level indicators.

These scores are recalculated regularly using real-time data streams and adaptive weighting to ensure relevance.