BenchFlow

Re-verified BenchFlow independently. Company identity is CORRECT and matches the directory note 'dev workflow benchmarking', BenchFlow (benchflow-ai) is an early-stage YC-backed open-source 'environment lab' for AI-agent benchmarking/evaluation founded by Xiangyi Li; not a same-named unrelated entity. Confirmed via official site, GitHub (Apache-2.0, 249 stars, release 0.5.2 on 2026-06-05), and the SkillsBench arXiv paper (2602.12670). Funding ($1M seed, Jan 2025; YC/Pear/Construct/FAST-GETTYLAB/Ankit Jain) traces to a SINGLE aggregator (startupintros) with no primary press release; Crunchbase/PitchBook were inaccessible, kept all funding fields at 'reported' and flagged the single-source weakness rather than upgrading. Headcount 1-10 corroborated by LinkedIn and the aggregator (no inflated 200+ figure). No named customers exist on the official site or any third party; the 'featured during Google Gemini launch' claim appears only in AI-generated search summaries with no primary source and is explicitly marked unverified (the site lists Gemini merely as a supported model). No SOC2, certifications, or trust/security page found, all left 'unknown'. Main correction: downgraded maturity from 'GA' to 'research preview/early-stage' as GA overreaches for a pre-Series-A startup with an in-development RFT framework; modest upgrade of has_researchers to 'reported' given the arXiv publication. Overall confidence: medium.