Top AI project manager agents
The top AI project manager agents on The Agent Benchmark are Dart (3.2 of 10), Merlin AI (2.6) and Clad (2.3), of 6 ranked. Data as of 3 Oct 2026.
An AI project manager plans and tracks projects and tasks, coordinates people, and writes status updates.
- Ranked agents
- 6
- in People & ops
- Median score
- 1.9
- of 10
- From YC
- 6
- none from outside YC
Ranked project manager agents
All 6, best score first. The score adds public proof, scale, momentum and autonomy; it is not a hands-on test. How scoring works
- 1
DartW22The work and agent management platformProof2Scale4Momentum2Autonomy6Score3.2 - 2
Merlin AIS24AI powered ERP for ConstructionProof0Scale4Momentum2Autonomy6Score2.6 - 3
CladW23Project management software for building infrastructure.Proof0Scale3Momentum2Autonomy6Score2.3 - 4
KestralSp25We automate your entire product development lifecycle.Proof0Scale2Momentum0Autonomy6Score1.5 - 5
KarmenF24Your AI scheduling assistant for constructionProof0Scale1Momentum0Autonomy6Score1.2 - 6
DatafruitS25The AI workspace for software implementationsProof0Scale1Momentum0Autonomy6Score1.2
Can agents do this job?
Some tasksin management and business operations
Public benchmarks cover 10% of the work in this job family (3 benchmarks). About the job, not one agent.
Source: Can Agents Work?
Data as of 3 Oct 2026. The score uses public evidence only. Read the methodology · Missing an agent? Submit it