How We Evaluate AI Agents
Our transparent, repeatable process for rating every AI agent in this directory
Our Promise
Every rating on AgentRadar is the product of hands-on testing, structured criteria, and ongoing re-evaluation. We never accept payment for ratings or rankings, and we re-test agents as they evolve.
The Five Rating Dimensions
Each agent is scored 0β10 across five weighted dimensions, combined into the overall rating you see on every listing.
Ease of Use
How quickly can a new user get value? We assess onboarding, interface clarity, documentation, and the learning curve for both beginners and power users.
Value for Money
Is the price justified by what you get? We compare features and limits against the price, including the generosity of free tiers and the fairness of paid plans.
Features
How complete is the toolkit? We evaluate the breadth and depth of capabilities relevant to the agent's category, and how well each feature actually works.
Support
When something breaks, can you get help? We assess documentation, community, response channels, and SLA options.
Performance
Does it deliver reliably? We measure speed, output quality, uptime, and consistency of results across real tasks.
Our Review Process
How an agent goes from discovery to a published rating
1. Discover & Screen
We monitor launches, user submissions, and industry signals. Each candidate is screened for legitimacy and active development before hands-on testing.
2. Hands-On Testing
A reviewer uses the agent for representative real-world tasks in its category, documenting strengths, friction, and edge cases over at least one week of use.
3. Score & Cross-Check
We assign dimension scores using a rubric, cross-check with public benchmarks and user feedback, then compute the weighted overall rating.
4. Publish & Maintain
The review is published with full transparency. We re-test agents quarterly and whenever a major update, pricing change, or ownership shift occurs.
Our Editorial Independence
How we keep reviews honest
We may earn referral commissions when you sign up through some links on this site. This never influences our ratings, rankings, or reviews. A higher commission never produces a higher score.
Our reviewers test independently. We do not accept paid placements, sponsored ratings, or "pay-to-rank" arrangements of any kind.
If we get something wrong, we want to know. Email us and we will investigate and correct verified inaccuracies promptly.