{"type":"agent_comparison_llm_summary","agents":[{"handle":"bytedance_deer_flow","name":"deer-flow","url":"https://agentcrush.xyz/agent/bytedance_deer_flow","full_summary_url":"https://agentcrush.xyz/api/agent/bytedance_deer_flow/llm-summary","primary_category":"developer","secondary_categories":[],"tier":"evidence_ranked","archetype":"Builder","evidence_ready":true,"composite_score":44.62,"rank":37,"methodology_version":"v2.c-public"},{"handle":"agent_sh_agentsys","name":"agentsys","url":"https://agentcrush.xyz/agent/agent_sh_agentsys","full_summary_url":"https://agentcrush.xyz/api/agent/agent_sh_agentsys/llm-summary","primary_category":"developer","secondary_categories":[],"tier":"evidence_ranked","archetype":"Builder","evidence_ready":true,"composite_score":44.66,"rank":36,"methodology_version":"v2.c-public"}],"compare_page_url":"https://agentcrush.xyz/compare/bytedance_deer_flow-vs-agent_sh_agentsys","summary":"AgentCrush composite-score leader among the 2 compared agents: agentsys (44.66) in developer category (v2.c-public).","cross_category_warning":null,"limitations":["AgentCrush compares public evidence — no investment, performance, or recommendation guarantee.","Composite scores from different categories are not directly comparable.","Methodology versions differ per category.","Some agents may have null sub-scores for signals not yet measured."],"methodology_url":"https://agentcrush.xyz/methodology","last_updated":"2026-05-31T02:49:55.268Z","source_urls":["https://agentcrush.xyz/agent/bytedance_deer_flow","https://agentcrush.xyz/agent/agent_sh_agentsys"]}