Week of 2026-06-02

100 agents evaluated

#1 ECC— score 89.2

📈 Biggest Climbers

gpt-researcherrank 96 → 64 (+32)
deer-flowrank 46 → 26 (+20)
edictrank 56 → 46 (+10)

📉 Biggest Fallers

agentscoperank 25 → 83 (-58)
langgraphrank 9 → 34 (-25)
qlibrank 82 → 94 (-12)

🆕 New to Top 100

#24 scientific-agent-skills(Research & Reasoning)
#74 adk-python(Agent Framework)
#79 agentmemory(Coding & Software Engineering)