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

IT AI Recommendation Index, October 2026 Edition. 404 of the 504 answers in the 2 categories where Grafana Loki 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-loki/alternatives/

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

- OpenTelemetry Collector: 82
- Cribl Stream: 45
- Better Stack: 27
- Splunk: 26
- Datadog Log Management: 23
- Vector: 22

## Log management

**Small business**: 54 of 84 answers did not name Grafana Loki (Grafana Loki is #3 of 11 at 12%).

- Better Stack: first choice in 23 of those 54
- SolarWinds Papertrail: first choice in 9 of those 54
- Graylog: first choice in 6 of those 54
- Datadog Log Management: first choice in 3 of those 54
- Better Stack Logs: first choice in 2 of those 54
- Grafana Cloud Logs: first choice in 2 of those 54
- Axiom: first choice in 1 of those 54
- Elastic Stack: first choice in 1 of those 54

**Mid-market**: 55 of 84 answers did not name Grafana Loki (Grafana Loki is #3 of 12 at 11%).

- Datadog Log Management: first choice in 8 of those 55
- Graylog: first choice in 4 of those 55
- Better Stack: first choice in 3 of those 55
- Grafana Cloud: first choice in 2 of those 55
- Splunk: first choice in 2 of those 55
- Grafana Cloud Logs: first choice in 1 of those 55

**Enterprise**: 66 of 84 answers did not name Grafana Loki (Grafana Loki is #6 of 10 at 2%).

- Splunk: first choice in 24 of those 66
- Datadog Log Management: first choice in 12 of those 66
- Elastic Observability: first choice in 2 of those 66
- CrowdStrike Falcon LogScale: first choice in 1 of those 66
- Elastic Stack: first choice in 1 of those 66
- Graylog: first choice in 1 of those 66
- New Relic Logs: first choice in 1 of those 66
- Splunk Platform / Splunk Observability Cloud: first choice in 1 of those 66

## Telemetry pipelines

**Small business**: 78 of 84 answers did not name Grafana Loki (Grafana Loki is #10 of 12 at 0%).

- OpenTelemetry Collector: first choice in 36 of those 78
- Vector: first choice in 12 of those 78
- Grafana Cloud: first choice in 11 of those 78
- Fluent Bit: first choice in 4 of those 78
- Cribl Stream: first choice in 2 of those 78
- Grafana Stack: first choice in 2 of those 78
- OpenObserve: first choice in 2 of those 78
- SigNoz: first choice in 2 of those 78

**Mid-market**: 71 of 84 answers did not name Grafana Loki (Grafana Loki is #8 of 14 at 2%).

- OpenTelemetry Collector: first choice in 25 of those 71
- Cribl Stream: first choice in 11 of those 71
- Vector: first choice in 10 of those 71
- Grafana Cloud: first choice in 4 of those 71
- Fluent Bit: first choice in 2 of those 71
- Grafana Alloy: first choice in 2 of those 71
- New Relic: first choice in 2 of those 71
- Bindplane: first choice in 1 of those 71

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

- Cribl Stream: first choice in 32 of those 80
- OpenTelemetry Collector: first choice in 21 of those 80
- Dynatrace: first choice in 4 of those 80
- Datadog: first choice in 2 of those 80
- groundcover: first choice in 2 of those 80
- Better Stack: first choice in 1 of those 80
- Calyptia: first choice in 1 of those 80
- ClickHouse Cloud: first choice in 1 of those 80

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