Week of 2026-06-02

100 agents evaluated

#1 ECC— score 89.2

📈 Biggest Climbers

gpt-researcher#96 → #64 (+32)
deer-flow#46 → #26 (+20)
edict#56 → #46 (+10)

📉 Biggest Fallers

agentscope#25 → #83 (-58)
langgraph#9 → #34 (-25)
qlib#82 → #94 (-12)

🆕 New to Top 100

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