# Dynatrace: how AI models rank it, September 2026

IT AI Recommendation Index, September 2026 Edition. Named in 132 judge labels across 7 categories by 12 of 12 models. Page: https://it-ai-index.com/vendors/dynatrace/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Infrastructure monitoring | 2% | 9 | 30% | 37 |
| Application performance monitoring | 0% | 22 | 42% | 45 |
| Observability platforms | 0% | 10 | 32% | 41 |
| Log management | 0% | 20 | 0% | 4 |
| Error and crash monitoring | 0% | 26 | 33% | 3 |
| Cloud cost management | 0% | 57 | 0% | 1 |
| LLM gateways and observability | 0% | 26 | 0% | 1 |

## What the models said for it

- "Choose Dynatrace for large enterprises wanting AI-powered insights with minimal setup effort" (Kimi K2, Infra monitoring)
- "under Observability Platforms, where Dynatrace leads... Cloud-heavy? Go Datadog/Dynatrace." (Grok 4.1 Fast, Infra monitoring)
- "The gold standard for enterprise automation and heavy-duty, high-compliance environments." (Gemini 3.5 Flash, Observability)
- "Large/complex enterprise that wants automation → Dynatrace (AI root cause, topology)" (DeepSeek V4 Flash, APM)

## And against it

- "Most expensive at scale among commercial APMs ... Memory-based pricing makes bills unpredictable" (Kimi K2, APM)
- "Proprietary OneAgent instrumentation creates vendor lock-in ... Opaque pricing" (Kimi K2, Observability)
- "Dynatrace is built primarily for massive enterprises with legacy environments" (Gemini 3.5 Flash, APM)
- "Enterprise like Dynatrace: Overkill and pricey." (Grok 4.1 Fast, Observability)

## 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.