# New Relic Logs: how AI models rank it, September 2026

IT AI Recommendation Index, September 2026 Edition. Named in 27 judge labels across 1 categories by 12 of 12 models. Page: https://it-ai-index.com/vendors/new-relic-logs/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Log management | 10% | 4 | 7% | 27 |

## What the models said for it

- "Datadog Logs and New Relic are widely recommended as top choices for mid-market organizations" (Qwen 3.7 Flash, Logs)
- "If you want a single recommendation, I would pick New Relic for most mid-market B2B companies" (Perplexity Sonar, Logs)
- "Datadog or New Relic if you want quick value with broad ecosystem" (Grok 4.1 Fast, Logs)
- "New Relic and SigNoz are strong all-around picks" (DeepSeek V4 Flash, Logs)

## And against it

- "these can become very expensive quickly if you do not carefully curate which logs you ingest" (Qwen 3.7 Flash, Logs)
- "Datadog / New Relic \u2014 best for zero-ops... pay a 2\u20133\u00d7 premium for it" (DeepSeek V4 Flash, Logs)

## 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.