Real-World Testing
Practical evaluations designed around real-world scenarios and the tasks people use AI to complete.

Our Lab
We’re building a place where AI products are put to the test. Our goal is a consistent, transparent methodology that helps you evaluate the world’s leading AI tools and make informed decisions with confidence.
Practical evaluations designed around real-world scenarios and the tasks people use AI to complete.
A shared methodology designed to make comparisons consistent and repeatable.
A proposed 100-point system that connects every score to measured evidence.
A plan to retest products as models, capabilities and performance change.
Published methodology, test criteria and supporting evidence are central to our approach.

By the numbers
Our planned lab combines expert analysis, automated evaluation and real-world scenarios. We’re developing the standards that will guide fair, useful product comparisons.
Our testing environment
Our planned approach combines controlled testing, practical scenarios and automated evaluation tools to produce consistent, reliable comparisons.
Tests & results
Each future test report will identify the product and version tested, test date, evaluation method, results and limitations. Historical reports will help show how performance changes.
AI rankings
Explore the first research categories we’re preparing. Rankings and comparisons will follow actual testing.
Reasoning, instruction following and everyday assistance.
Code generation, debugging and development workflows.
Source quality, factual accuracy and evidence handling.
Clarity, editing, tone and useful original content.
Creative quality, control and practical production use.
Productivity, automation and commercial workflows.
Certification standards
We’re developing three certification levels. Thresholds, requirements and verification rules will be published before any certifications are issued.
Planned baseline certification for products meeting established testing standards.
Planned recognition for performance above the baseline across defined categories.
Our planned highest level, reserved for the strongest validated results.
Research & intelligence
Our roadmap includes detailed product reviews, head-to-head comparisons, category rankings and historical benchmark data.
About iSync
iSync Labs is an AI research, independent testing, comparison and intelligence project in development.
Our longer-term roadmap includes proprietary iSync AI and iSync Boardroom products. This first phase establishes the research and testing foundation.
Building the foundation