In Monitoring & Observability Tools
가장 좋은 모니터링 및 옵저버빌리티 도구는?
AI Visibility Ranking
Brands ordered by GenRank score for this question.
DirectionalQuestion-level figures rest on at most 24 answers per brand, so treat them as direction, not a verdict; the category ranking is the number to judge by. Scores are for the week of 2026-11-08. ± is the 95% confidence interval where the sampling allows one.
| Rank | Brand | Named by | Score |
|---|---|---|---|
| 1 | Datadog | 23/24 | 90.8±14.0 |
| 2 | Dynatrace | 20/24 | 67.1±4.3 |
| 3 | New Relic | 22/24 | 55.8±9.6 |
| 4 | OpenTelemetry | 18/24 | 45.7±13.7 |
| 5 | Prometheus | 17/24 | 40.2±15.3 |
| 6 | Grafana | 16/24 | 37.6±16.1 |
| 7 | Loki | 16/24 | 33.8±15.1 |
| 8 | Tempo | 14/24 | 30.7±14.3 |
| 9 | Grafana Cloud | 6/24 | 23.1±4.4 |
| 10 | Splunk | 4/24 | 13.9±12.9 |
Sources these answers cited
The sites each surface's answer cited this week. The logos are the surfaces that cited the site.
| Source | Oct 25, 2026 | Nov 1, 2026 | Cited by |
|---|---|---|---|
| blog.naver.comportal뉴렐릭 입사 2달차 영업사원이 정리해본 AI Observability | 2 | 3 |    3 surfaces |
| datadoghq.comDatadog | 3 | 2 |  2 surfaces |
| netdata.cloudThe Best Infrastructure Monitoring Tools In 2026 | Netdata | 1 | 2 | 2 surfaces |
| velog.ioportal모니터링과 옵저버빌리티: 핵심 개념과 차이 이해하기 | 1 | 2 |  2 surfaces |
| whatap.io대화로 모니터링하는 시대, AI 활용 운영 방식 5가지 | 2 | 2 | 2 surfaces |
| xurrent.com11 Best Observability Tools in 2026 | Xurrent | 1 | 1 | 2 surfaces |
| augmentcode.com8 Best Observability Platforms for 2026 | - | - |  1 surfaces |
| blog.outsider.ne.kr[Book] Observability Engineering | - | 1 | 1 surfaces |
| cncf.co.kr옵저버빌리티 (Observability)란? 모니터링과의 차이·3요소 | 1 | 1 | 1 surfaces |
| devsecops.aeDatadog vs New Relic vs Honeycomb vs Grafana (2026 Pricing) | - | - | 1 surfaces |
| dxtalk.net클라우드 모니터링 툴 비교 2026: Datadog vs New Relic vs Grafana Cloud 가이드 | 1 | - | 1 surfaces |
| eginnovations.tistory.comportal'무엇이'가 아닌 '왜'에 답하다…‘풀스택 옵저버빌리티 vs. 모니터링’ | - | 1 | 1 surfaces |
20 more
Rank trend
Top 10 brands across editions. Five highlighted; the rest in gray.
| Brand | Oct 25, 2026 | Nov 1, 2026 | Nov 8, 2026 |
|---|---|---|---|
| Datadog | 1 | 1 | 1 |
| Dynatrace | 2 | 2 | 2 |
| New Relic | 5 | 3 | 3 |
| OpenTelemetry | 6 | 4 | 4 |
| Prometheus | 4 | 5 | 5 |
| Grafana | 3 | 6 | 6 |
| Loki | 7 | 7 | 7 |
| Tempo | 8 | 9 | 8 |
| Grafana Cloud | 9 | 8 | 9 |
| Splunk | - | 25 | 10 |
| Brand | Oct 25, 2026 | Nov 1, 2026 | Nov 8, 2026 |
|---|---|---|---|
| Datadog | 1 | 1 | 1 |
| Dynatrace | 2 | 2 | 2 |
| New Relic | 5 | 3 | 3 |
| OpenTelemetry | 6 | 4 | 4 |
| Prometheus | 4 | 5 | 5 |
| Grafana | 3 | 6 | 6 |
| Loki | 7 | 7 | 7 |
| Tempo | 8 | 9 | 8 |
| Grafana Cloud | 9 | 8 | 9 |
| Splunk | - | 25 | 10 |
| Honeycomb | 10 | 11 | 11 |
| Elastic Observability | 21 | 10 | 13 |
| SigNoz | 12 | 21 | 19 |
| Davis AI | - | 14 | 21 |
| CloudWatch | 26 | 20 | 22 |
| Elasticsearch | 22 | 32 | 24 |
| Splunk Observability | - | 24 | 32 |