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

IT AI Recommendation Index, October 2026 Edition. 423 of the 504 answers in the 2 categories where Grafana Cloud 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-cloud/alternatives/

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

- OpenTelemetry Collector: 73
- New Relic: 54
- Cribl Stream: 46
- Datadog APM: 31
- Dynatrace: 31
- Vector: 22

## Telemetry pipelines

**Small business**: 62 of 84 answers did not name Grafana Cloud (Grafana Cloud is #2 of 12 at 19%).

- OpenTelemetry Collector: first choice in 24 of those 62
- Vector: first choice in 10 of those 62
- Fluent Bit: first choice in 4 of those 62
- Cribl Stream: first choice in 2 of those 62
- OpenObserve: first choice in 2 of those 62
- Amplitude: first choice in 1 of those 62
- Bindplane: first choice in 1 of those 62
- Datadog: first choice in 1 of those 62

**Mid-market**: 72 of 84 answers did not name Grafana Cloud (Grafana Cloud is #4 of 14 at 8%).

- OpenTelemetry Collector: first choice in 26 of those 72
- Cribl Stream: first choice in 11 of those 72
- Vector: first choice in 10 of those 72
- Fluent Bit: first choice in 2 of those 72
- Grafana Alloy: first choice in 2 of those 72
- Prometheus: first choice in 2 of those 72
- Bindplane: first choice in 1 of those 72
- Chronosphere Telemetry Pipeline: first choice in 1 of those 72

**Enterprise**: 80 of 84 answers did not name Grafana Cloud.

- Cribl Stream: first choice in 33 of those 80
- OpenTelemetry Collector: first choice in 23 of those 80
- Dynatrace: first choice in 3 of those 80
- Datadog: first choice in 2 of those 80
- Vector: first choice in 2 of those 80
- groundcover: first choice in 2 of those 80
- Better Stack: first choice in 1 of those 80
- ClickHouse Cloud: first choice in 1 of those 80

## Application performance monitoring

**Small business**: 66 of 84 answers did not name Grafana Cloud (Grafana Cloud is #6 of 10 at 3%).

- New Relic: first choice in 31 of those 66
- Sentry: first choice in 11 of those 66
- Datadog APM: first choice in 6 of those 66
- Elastic APM: first choice in 3 of those 66
- OpenObserve: first choice in 3 of those 66
- SigNoz: first choice in 3 of those 66
- Atatus: first choice in 2 of those 66
- Raygun: first choice in 2 of those 66

**Mid-market**: 68 of 84 answers did not name Grafana Cloud (Grafana Cloud is #7 of 12 at 2%).

- New Relic: first choice in 17 of those 68
- Datadog APM: first choice in 13 of those 68
- SigNoz: first choice in 3 of those 68
- Site24x7: first choice in 3 of those 68
- IBM Instana: first choice in 2 of those 68
- OpenObserve: first choice in 2 of those 68
- Dynatrace: first choice in 1 of those 68
- Elastic APM: first choice in 1 of those 68

**Enterprise**: 75 of 84 answers did not name Grafana Cloud (Grafana Cloud is #6 of 9 at 0%).

- Dynatrace: first choice in 27 of those 75
- Datadog APM: first choice in 12 of those 75
- New Relic: first choice in 6 of those 75
- AppDynamics: first choice in 4 of those 75
- CubeAPM: first choice in 3 of those 75
- Dynatrace Platform Subscription: first choice in 1 of those 75
- Middleware.io: first choice in 1 of those 75
- Scout APM: 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.