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

IT AI Recommendation Index, October 2026 Edition. 537 of the 756 answers in the 3 categories where Grafana 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/grafana/alternatives/

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

- OpenTelemetry Collector: 79
- Datadog: 65
- Cribl Stream: 45
- Dynatrace: 28
- Vector: 21
- New Relic: 19

## Observability platforms

**Small business**: 25 of 84 answers did not name Grafana (Grafana is #1 of 12 at 39%).

- Uptrace: first choice in 3 of those 25
- New Relic: first choice in 2 of those 25
- SigNoz: first choice in 2 of those 25
- Better Stack: first choice in 1 of those 25
- Datadog: first choice in 1 of those 25
- Grafana + Prometheus: first choice in 1 of those 25
- Grafana Cloud / LGTM Stack: first choice in 1 of those 25
- OpenObserve: first choice in 1 of those 25

**Mid-market**: 41 of 84 answers did not name Grafana (Grafana is #1 of 12 at 27%).

- Datadog: first choice in 11 of those 41
- New Relic: first choice in 4 of those 41
- Better Stack: first choice in 1 of those 41
- Coralogix: first choice in 1 of those 41
- Datadog APM: first choice in 1 of those 41
- Dynatrace: first choice in 1 of those 41
- Grafana Labs: first choice in 1 of those 41
- Zabbix: first choice in 1 of those 41

**Enterprise**: 64 of 84 answers did not name Grafana (Grafana is #8 of 10 at 0%).

- Datadog: first choice in 18 of those 64
- Dynatrace: first choice in 12 of those 64
- groundcover: first choice in 6 of those 64
- New Relic: first choice in 3 of those 64
- Splunk Observability Cloud: first choice in 3 of those 64
- Elastic Observability: first choice in 1 of those 64
- Grafana Enterprise Stack: first choice in 1 of those 64
- Honeycomb: first choice in 1 of those 64

## Infrastructure monitoring

**Small business**: 59 of 84 answers did not name Grafana (Grafana is #4 of 14 at 12%).

- Paessler PRTG: first choice in 10 of those 59
- Site24x7: first choice in 10 of those 59
- Zabbix: first choice in 7 of those 59
- Netdata: first choice in 5 of those 59
- Prometheus + Grafana: first choice in 3 of those 59
- UptimeRobot: first choice in 3 of those 59
- Datadog: first choice in 2 of those 59
- New Relic: first choice in 2 of those 59

**Mid-market**: 57 of 84 answers did not name Grafana (Grafana is #6 of 13 at 4%).

- Datadog: first choice in 11 of those 57
- New Relic: first choice in 4 of those 57
- Site24x7: first choice in 4 of those 57
- Zabbix: first choice in 4 of those 57
- ManageEngine OpManager: first choice in 3 of those 57
- Paessler PRTG: first choice in 2 of those 57
- Dynatrace: first choice in 1 of those 57
- LogicMonitor: first choice in 1 of those 57

**Enterprise**: 65 of 84 answers did not name Grafana (Grafana is #8 of 14 at 0%).

- Datadog: first choice in 20 of those 65
- Dynatrace: first choice in 10 of those 65
- Netdata: first choice in 7 of those 65
- New Relic: first choice in 2 of those 65
- SigNoz: first choice in 2 of those 65
- Grafana stack with Loki/Tempo: first choice in 1 of those 65
- ManageEngine OpManager: first choice in 1 of those 65
- Middleware.io: first choice in 1 of those 65

## Telemetry pipelines

**Small business**: 74 of 84 answers did not name Grafana (Grafana is #8 of 12 at 0%).

- OpenTelemetry Collector: first choice in 33 of those 74
- Grafana Cloud: first choice in 13 of those 74
- Vector: first choice in 11 of those 74
- Fluent Bit: first choice in 3 of those 74
- Cribl Stream: first choice in 2 of those 74
- Grafana Stack: first choice in 2 of those 74
- OpenObserve: first choice in 2 of those 74
- SigNoz: first choice in 2 of those 74

**Mid-market**: 74 of 84 answers did not name Grafana (Grafana is #11 of 14 at 0%).

- OpenTelemetry Collector: first choice in 27 of those 74
- Cribl Stream: first choice in 12 of those 74
- Vector: first choice in 10 of those 74
- Grafana Cloud: first choice in 4 of those 74
- Fluent Bit: first choice in 2 of those 74
- Grafana Alloy: first choice in 2 of those 74
- New Relic: first choice in 2 of those 74
- Bindplane: first choice in 1 of those 74

**Enterprise**: 78 of 84 answers did not name Grafana.

- Cribl Stream: first choice in 31 of those 78
- OpenTelemetry Collector: first choice in 19 of those 78
- Dynatrace: first choice in 4 of those 78
- Datadog: first choice in 2 of those 78
- groundcover: first choice in 2 of those 78
- Better Stack: first choice in 1 of those 78
- Calyptia: first choice in 1 of those 78
- Coralogix: first choice in 1 of those 78

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