BenchFlow
San Francisco, US · 3 known investors
BenchFlow is a data lab that builds stateful environments — with services, files, tools, verifiers, traces, and replay — for training and evaluating AI agents on real computer workflows rather than static prompts. It ships SkillsBench for procedural skills, ClawsBench for simulated workplaces, and the BenchFlow runtime, working with frontier model labs and academic partners.
Founders & leadership
XL

Xiangyi LiinFounder
Investors · 3
Competitors · 2
by search overlapHugging Face17 shared keywordsHugging Face is a collaboration platform that hosts and provides access to machine learning models, datasets, and applications. It offers both open-source tools for the ML community and paid compute and enterprise solutions for teams building AI applications.
LLM Stats6 shared keywordsllm-stats.com provides open, reproducible evaluation and benchmarking infrastructure for large language models and AI systems. The platform aggregates 200+ benchmarks and enables performance comparisons across frontier AI models to support informed decision-making by researchers, enterprises, and model developers.
Companies competing with BenchFlow for the same Google search keywords, organic and paid, via search-intersection analysis.
In the news
Frequently asked questions
- What does BenchFlow do?
- BenchFlow is a data lab that builds stateful environments — with services, files, tools, verifiers, traces, and replay — for training and evaluating AI agents on real computer workflows rather than static prompts. It ships SkillsBench for procedural skills, ClawsBench for simulated workplaces, and the BenchFlow runtime, working with frontier model labs and academic partners.
- Who founded BenchFlow?
- BenchFlow was founded by Xiangyi Li.
- Who are BenchFlow's investors?
- BenchFlow's investors include Eastlink Capital Partners, Transpose Platform Management, Founders.
- Where is BenchFlow headquartered?
- BenchFlow is headquartered in San Francisco, US.

