# Mend.io: how AI models rank it, September 2026

IT AI Recommendation Index, September 2026 Edition. Named in 34 judge labels across 1 categories by 12 of 12 models. Page: https://it-ai-index.com/vendors/mend-io/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Software composition analysis | 14% | 3 | 15% | 34 |

## What the models said for it

- "Mend.io - Known for automated remediation and dependency updates, with an all-in-one subscription model and AI security features that enable 80% faster remediation." (Llama 4 Maverick, SCA)
- "Snyk, Mend.io (formerly WhiteSource), and Sonatype (Nexus IQ/Black Duck) are considered leaders due to their balance of speed, accuracy, and integration" (Qwen 3.7 Flash, SCA)
- "Mend.io is often cited as the best overall choice for mid-market companies due to its automation and proactive approach." (Mistral Small, SCA)
- "the best SCA tool today is Mend.io (formerly WhiteSource)" (GLM 4.7 FlashX, SCA)

## And against it

- "reachability) works well for Java/JavaScript but poorly for Python, Go... Internal benchmarks claim "+46% better" remediation but lack external validation." (Kimi K2, SCA)
- "While not dead, it's worth noting the product was renamed/rebranded. The older WhiteSource brand may refer to outdated documentation and tools." (DeepSeek V4 Flash, SCA)
- "paid tools like Snyk, Mend, or Sonatype may be better, but they're harder to justify on a tight budget" (GPT-5.4 mini, SCA)
- "Some false positives, UI/learning curve; early-stage AI features immature." (Grok 4.1 Fast, SCA)

## 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, September 2026 Edition, it-ai-index.com.