# Certbot + Let's Encrypt: how AI models rank it, October 2026

IT AI Recommendation Index, October 2026 Edition. Named in 3 judge labels across 1 categories by 3 of 14 models. Page: https://it-ai-index.com/vendors/certbot-let-s-encrypt/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Certificate lifecycle management | 4% | 10 | 0% | 3 |

## What the models said for it

- "If you have fewer than 50 certificates: Start with Certbot + Let's Encrypt - it's free and automated" (MiniMax M2.5, Certificate management)
- "The hands-down recommendation for startups / small environments with <~50 certs" (Muse Glimmer 30B, Certificate management)
- "For startups with fewer than 50 certificates, Certbot + Let's Encrypt is free and automated." (Claude Haiku 4.5, Certificate management)

## Record

- Method: https://it-ai-index.com/methodology/
- Raw judge labels and full responses: https://it-ai-index.com/data/
- License: CC BY 4.0. Cite as IT AI Recommendation Index, October 2026 Edition, it-ai-index.com.