# Datadog alternatives: what AI models name instead, October 2026

IT AI Recommendation Index, October 2026 Edition. 752 of the 1,008 answers in the 4 categories where Datadog holds a standing named it neither first nor as an alternative; these are the first choices those answers made. Page: https://it-ai-index.com/vendors/datadog/alternatives/

## Named instead, most often (every category and segment added)

- OpenTelemetry Collector: 95
- Grafana: 53
- Cribl Stream: 41
- New Relic: 40
- Dynatrace: 23
- Vector: 22

## Infrastructure monitoring

**Small business**: 63 of 84 answers did not name Datadog (Datadog is #8 of 14 at 5%).

- Paessler PRTG: first choice in 8 of those 63
- Netdata: first choice in 7 of those 63
- Site24x7: first choice in 7 of those 63
- UptimeRobot: first choice in 7 of those 63
- Zabbix: first choice in 6 of those 63
- Better Stack: first choice in 5 of those 63
- Grafana: first choice in 4 of those 63
- Checkmk Community: first choice in 2 of those 63

**Mid-market**: 59 of 84 answers did not name Datadog (Datadog is #1 of 13 at 28%).

- Zabbix: first choice in 11 of those 59
- New Relic: first choice in 4 of those 59
- ManageEngine OpManager: first choice in 3 of those 59
- Site24x7: first choice in 3 of those 59
- Prometheus: first choice in 2 of those 59
- Checkmk Community: first choice in 1 of those 59
- Datadog Infrastructure Monitoring Pro: first choice in 1 of those 59
- Grafana: first choice in 1 of those 59

**Enterprise**: 46 of 84 answers did not name Datadog (Datadog is #1 of 14 at 41%).

- Netdata: first choice in 7 of those 46
- Dynatrace: first choice in 3 of those 46
- Grafana: first choice in 2 of those 46
- SigNoz: first choice in 2 of those 46
- Zabbix: first choice in 2 of those 46
- Grafana stack with Loki/Tempo: first choice in 1 of those 46
- Logz.io: first choice in 1 of those 46
- ManageEngine OpManager: first choice in 1 of those 46

## Observability platforms

**Small business**: 69 of 84 answers did not name Datadog (Datadog is #5 of 12 at 8%).

- Grafana: first choice in 29 of those 69
- New Relic: first choice in 10 of those 69
- SigNoz: first choice in 9 of those 69
- Better Stack: first choice in 8 of those 69
- Uptrace: first choice in 3 of those 69
- Prometheus + Grafana: first choice in 2 of those 69
- Grafana + Prometheus: first choice in 1 of those 69
- Grafana Cloud / LGTM Stack: first choice in 1 of those 69

**Mid-market**: 53 of 84 answers did not name Datadog (Datadog is #3 of 12 at 18%).

- Grafana: first choice in 17 of those 53
- New Relic: first choice in 8 of those 53
- SigNoz: first choice in 5 of those 53
- OpenObserve: first choice in 2 of those 53
- Zabbix: first choice in 2 of those 53
- Coralogix: first choice in 1 of those 53
- Datadog APM: first choice in 1 of those 53
- Honeycomb: first choice in 1 of those 53

**Enterprise**: 46 of 84 answers did not name Datadog (Datadog is #1 of 10 at 37%).

- groundcover: first choice in 6 of those 46
- New Relic: first choice in 4 of those 46
- Dynatrace: first choice in 3 of those 46
- Chronosphere: first choice in 1 of those 46
- Elastic Observability: first choice in 1 of those 46
- Grafana Enterprise Stack: first choice in 1 of those 46
- Honeycomb: first choice in 1 of those 46
- OpenObserve: first choice in 1 of those 46

## AIOps platforms

**Small business**: 61 of 84 answers did not name Datadog (Datadog is #3 of 16 at 10%).

- Atera: first choice in 14 of those 61
- New Relic: first choice in 8 of those 61
- PagerDuty AIOps: first choice in 4 of those 61
- Site24x7: first choice in 4 of those 61
- Grafana Cloud: first choice in 3 of those 61
- ManageEngine EventLog Analyzer: first choice in 3 of those 61
- OpenObserve: first choice in 3 of those 61
- PagerDuty: first choice in 3 of those 61

**Mid-market**: 62 of 84 answers did not name Datadog (Datadog is #2 of 10 at 15%).

- New Relic: first choice in 6 of those 62
- BigPanda: first choice in 5 of those 62
- Dynatrace: first choice in 4 of those 62
- PagerDuty AIOps: first choice in 3 of those 62
- Amazon Aurora: first choice in 2 of those 62
- Atera: first choice in 2 of those 62
- Grafana Cloud: first choice in 2 of those 62
- Keep: first choice in 2 of those 62

**Enterprise**: 62 of 84 answers did not name Datadog (Datadog is #4 of 11 at 4%).

- BigPanda: first choice in 12 of those 62
- Dynatrace: first choice in 11 of those 62
- OpenObserve: first choice in 4 of those 62
- Coralogix: first choice in 3 of those 62
- Datadog Event Management: first choice in 1 of those 62
- IBM AIOps / Cloud Pak for AIOps / Instana: first choice in 1 of those 62
- LogicMonitor: first choice in 1 of those 62
- ServiceNow ITOM: first choice in 1 of those 62

## Telemetry pipelines

**Small business**: 79 of 84 answers did not name Datadog (Datadog is #12 of 12 at 0%).

- OpenTelemetry Collector: first choice in 38 of those 79
- Grafana Cloud: first choice in 11 of those 79
- Vector: first choice in 11 of those 79
- Fluent Bit: first choice in 4 of those 79
- Cribl Stream: first choice in 2 of those 79
- Grafana Stack: first choice in 2 of those 79
- OpenObserve: first choice in 2 of those 79
- SigNoz: first choice in 2 of those 79

**Mid-market**: 77 of 84 answers did not name Datadog (Datadog is #10 of 14 at 2%).

- OpenTelemetry Collector: first choice in 34 of those 77
- Cribl Stream: first choice in 10 of those 77
- Vector: first choice in 9 of those 77
- Grafana Cloud: first choice in 3 of those 77
- Fluent Bit: first choice in 2 of those 77
- Grafana Alloy: first choice in 2 of those 77
- Prometheus: first choice in 2 of those 77
- Bindplane: first choice in 1 of those 77

**Enterprise**: 75 of 84 answers did not name Datadog (Datadog is #5 of 12 at 2%).

- Cribl Stream: first choice in 29 of those 75
- OpenTelemetry Collector: first choice in 23 of those 75
- Dynatrace: first choice in 2 of those 75
- Vector: first choice in 2 of those 75
- groundcover: first choice in 2 of those 75
- Better Stack: first choice in 1 of those 75
- Coralogix: first choice in 1 of those 75
- Fluent Bit: first choice in 1 of those 75

Published under CC BY 4.0. The output is the models' output; nothing here is a recommendation by the index.
