State of AI Agents - Q4 2026
An original snapshot of the AI agent market based on verified user reviews on AgentHiring.io - which categories rate highest, which agents get reviewed most, and how managed and self-hosted deployments compare.
Data as of November 4, 2026 · Source: AgentHiring.io
Average rating by category
Categories with the highest average verified rating. Only categories with at least one review are shown for averages.
| Category | Agents | Reviews | Avg rating |
|---|
Managed vs self-hosted
How the directory splits by deployment model, and how each compares on verified ratings.
Most reviewed AI agents
The agents with the highest volume of verified user reviews overall.
| # | Agent | Reviews | Avg rating |
|---|---|---|---|
| 1 | PAAL AI | 0 | - |
| 2 | ClearPact | 0 | - |
| 3 | Augment Code | 0 | - |
| 4 | skyvern | 0 | - |
| 5 | Body Shape Calculator | 0 | - |
| 6 | suna | 0 | - |
| 7 | Swarms | 0 | - |
| 8 | Wellows | 0 | - |
| 9 | Ideogram 4.5 | 0 | - |
| 10 | Rekla.ai | 0 | - |
Top rated AI agents
Highest average verified rating, among agents with at least five reviews.
| # | Agent | Deployment | Avg rating | Reviews |
|---|
Rating distribution
How 0 verified reviews split across star ratings.
Frequently asked questions
Where does the data in this report come from?
Every figure is computed from verified agents and verified user reviews in the AgentHiring.io directory. Reviews are only counted after they pass moderation, so the numbers reflect confirmed rather than submitted reviews.
How is the average rating calculated?
Average ratings are the mean of all verified star ratings (1 to 5) for the relevant slice, rounded to two decimal places. Agents with no verified reviews are excluded from rating averages.
How often is this report updated?
The underlying figures are recomputed from live data each time the page loads. This edition is labeled Q4 2026 and figures reflect the date shown at the top of the report.
Methodology & citing this report
Figures are computed from agents marked verified and reviews that passed moderation in the AgentHiring.io directory. Average ratings are the mean of verified star ratings, rounded to two decimals; agents without verified reviews are excluded from averages. You may cite this report as “AgentHiring.io, State of AI Agents - Q4 2026” with a link to this page.