Last updated: 2026-07-27
Google Vantage is a free Google Labs experiment that uses Gemini to simulate group chats and score collaboration, creativity, and critical thinking skills.
Google Vantage is a free Google Research experiment on Google Labs that uses Gemini 2.5 Pro and Gemini 3 to run live multi-party conversations and score collaboration, creativity, and critical thinking. In an NYU-backed study of 188 testers, its AI Evaluator matched inter-human rater agreement on skill scoring.
Vantage is a research experiment from Google Research, built with pedagogy researchers from New York University, that uses generative AI to assess durable skills like collaboration, creativity, and critical thinking. Standardized tests can measure math or reading, but they cannot tell you whether a student can resolve a disagreement with a teammate or defend an idea under pushback, and Vantage was built to close that gap using live, AI-run group conversations instead of static quizzes. The system runs on two coordinated components. An Executive LLM, powered by Gemini 2.5 Pro for collaboration tasks and Gemini 3 for creativity and critical-thinking tasks, generates the responses of every AI participant in a multi-party conversation and deliberately introduces pushback, conflicts, or bottlenecks so the human tester has to demonstrate the target skill rather than just discuss it abstractly. After the conversation ends, a Gemini 3-based AI Evaluator scores the full transcript against pedagogical rubrics and returns a skill map with numeric scores and qualitative feedback. Vantage is aimed at high school and college students practicing for debate, group projects, or college interviews, plus educators and career-readiness coaches who want a scalable way to gauge soft skills. In Google's validation study, 188 US-based testers aged 18-25 worked through 30-minute collaboration tasks, and the AI Evaluator's scoring agreed with human expert raters about as closely as two human raters agree with each other. Vantage is free to use as a Google Labs experiment with no subscription or per-session fee; Google has not published a commercial pricing plan. It is web-only, launched in English, and reachable by signing in with a Google account through labs.google. There is no dedicated mobile app, API, or LMS integration yet. Google separately validated the creativity module with the education platform OpenMic, checking the AI Evaluator's scores against real high-school multimedia submissions graded by expert human judges, with the automated ratings matching expert judgment at a near-human level, one of the first published results showing an LLM can grade open-ended creative work this reliably.
Completely free as a Google Labs research experiment. No subscription, per-session fee, or paid tier has been announced.
Google Vantage is completely free to use as a Google Labs research experiment; there is no paid tier, subscription, or per-session fee. Google has not announced a commercial version or pricing roadmap as of mid-2026.
Yes, every feature is free during the Google Labs experiment phase, including the conversation simulations and the AI Evaluator's skill map. The catch is availability, not cost: it currently launches in English only and requires a Google account through the Labs sign-up flow, with no published usage caps.
For workplace-style skills testing, TestGorilla and CodeSignal offer validated assessments with employer reporting that Vantage doesn't provide. For a similar AI-tutor conversation format aimed at students, Khan Academy's Khanmigo is a closer stylistic match, though it teaches subjects rather than scoring durable skills. Choose Vantage specifically when you want a free, research-grade collaboration or creativity assessment rather than a hiring test.
TestGorilla is a paid, employer-facing platform built for hiring screens with proctoring and ATS integrations, while Vantage is a free Google Labs experiment aimed at students practicing collaboration, creativity, and critical thinking outside a hiring context. TestGorilla reports standardized percentile scores across thousands of employers; Vantage instead returns a qualitative skill map from its Gemini-based AI Evaluator. Pick TestGorilla for recruiting, Vantage for classroom or personal skill-building.
Sign up for the English-language experiment at labs.google using an existing Google account, then join a live session where an AI-steered group conversation prompts you through a task like debate prep or project planning. After the roughly 30-minute conversation, the AI Evaluator returns a skill map with scores and qualitative feedback in the same session; no installation or classroom setup is required.
Free Google Research experiment that uses two coordinated Gemini models to run AI group conversations and grade durable skills like collaboration and creativity.
Google · Free tier available