See Candor in action — from human-in-the-loop evaluation to adversarial red teaming.
You have 3 LLM outputs and want real people to rank them.
Get 10 people to score your headline options on a 1–5 scale.
You have 50 tickets and want them categorized as bug / feature request / question.
Compare and rank items with human preferences
Classify, transcribe, and describe content at scale
Human eval for LLMs, RLHF, and frontier model development
AI-moderated interviews and usability tests
Test prototypes, flows, and landing pages
Polls, critiques, and agentic feedback loops — free
Safety evaluation and adversarial testing for AI
Human evaluation for text-to-video model training
Candor is flexible. Whether you're training a new model or running a niche evaluation, we can help you set up a custom study.