What AI assistants recommend when buyers ask about open-source log management tools — measured weekly across engines, published as open data.
Sample: 49 AI answers · Window: May 23, 2026 – Jun 20, 2026 (4-week rolling)
| # | Product | Share | Trend | Engines | |
|---|---|---|---|---|---|
| 1 | Grafana grafana.com | 89.8% avg pos 9.1 | — | CHATGPT 100%CLAUDE 85.7%PERPLEXITY 81% | Claim |
| 2 | Graylog graylog.org | 87.8% avg pos 4.3 | — | CHATGPT 85.7%CLAUDE 85.7%PERPLEXITY 90.5% | Claim |
| 3 | Elasticsearch elastic.co | 69.4% avg pos 2.1 | — | CHATGPT 100%CLAUDE 57.1%PERPLEXITY 42.9% | Claim |
| 4 | OpenSearch | 57.1% avg pos 8.3 | — | CHATGPT 33.3%CLAUDE 42.9%PERPLEXITY 85.7% | Claim |
| 5 | Fluentd fluentd.org | 53.1% avg pos 6.8 | — | CHATGPT 90.5%CLAUDE 14.3%PERPLEXITY 28.6% | Claim |
| 6 | SigNoz signoz.io | 32.7% avg pos 2.9 | — | CLAUDE 57.1%PERPLEXITY 57.1% | Claim |
| 7 | Splunk splunk.com | 32.7% avg pos 11.3 | — | CHATGPT 52.4%CLAUDE 28.6%PERPLEXITY 14.3% | Claim |
| 8 | ELK Stack | 28.6% avg pos 2.4 | — | CHATGPT 14.3%CLAUDE 85.7%PERPLEXITY 23.8% | Claim |
| 9 | Prometheus | 22.4% avg pos 7.4 | — | CHATGPT 9.5%CLAUDE 28.6%PERPLEXITY 33.3% | Claim |
| 10 | OpenObserve openobserve.ai | 20.4% avg pos 8.7 | — | CLAUDE 71.4%PERPLEXITY 23.8% | Claim |
| 11 | Fluent Bit fluentbit.io | 18.4% avg pos 6.7 | — | CHATGPT 4.8%PERPLEXITY 38.1% | Claim |
| 12 | ELK | 16.3% avg pos 2.9 | — | PERPLEXITY 38.1% | Claim |
| 13 | Prometheus Alertmanager prometheus.io | 14.3% avg pos 12 | — | CHATGPT 23.8%PERPLEXITY 9.5% | Claim |
| 14 | Apache Kafka kafka.apache.org | 12.2% avg pos 12.7 | — | CHATGPT 28.6% | Claim |
| 15 | Logz.io logz.io | 12.2% avg pos 19 | — | CHATGPT 28.6% | Claim |
| 16 | Grafana Loki | 10.2% avg pos 2.5 | — | CLAUDE 28.6%PERPLEXITY 14.3% | Claim |
| 17 | Datadog Security Monitoring datadoghq.com | 10.2% avg pos 6 | — | CLAUDE 14.3%PERPLEXITY 19% | Claim |
| 18 | syslog-ng | 10.2% avg pos 13.8 | — | CHATGPT 9.5%PERPLEXITY 14.3% | Claim |
| 19 | Loki | 8.2% avg pos 4 | — | PERPLEXITY 19% | Claim |
| 20 | ClickHouse clickhouse.com | 8.2% avg pos 6.3 | — | CHATGPT 4.8%PERPLEXITY 14.3% | Claim |
| 21 | Kubernetes | 8.2% avg pos 6.7 | — | PERPLEXITY 19% | Claim |
| 22 | Kafka | 6.1% avg pos 5.7 | — | PERPLEXITY 14.3% | Claim |
| 23 | Apache Flink flink.apache.org | 6.1% avg pos 8.3 | — | CHATGPT 14.3% | Claim |
| 24 | MongoDB Atlas mongodb.com | 6.1% avg pos 10 | — | CLAUDE 14.3%PERPLEXITY 9.5% | Claim |
| 25 | Telegraf influxdata.com | 6.1% avg pos 10.7 | — | CHATGPT 14.3% | Claim |
| 26 | Sentry OSS sentry.io | 6.1% avg pos 18.7 | — | CHATGPT 14.3% | Claim |
| 27 | Zabbix zabbix.com | 6.1% avg pos 18.7 | — | CHATGPT 14.3% | Claim |
| 28 | Nagios nagios.org | 6.1% avg pos 19.3 | — | CHATGPT 14.3% | Claim |
| 29 | Uptrace | 4.1% avg pos 4 | — | PERPLEXITY 9.5% | Claim |
| 30 | Logstash | 4.1% avg pos 5 | — | CLAUDE 14.3%PERPLEXITY 4.8% | Claim |
| 31 | Quickwit | 4.1% avg pos 5 | — | PERPLEXITY 9.5% | Claim |
| 32 | Vector vector.co | 4.1% avg pos 5 | — | PERPLEXITY 9.5% | Claim |
| 33 | VictoriaLogs | 4.1% avg pos 5 | — | PERPLEXITY 9.5% | Claim |
| 34 | OpenTelemetry Collector | 4.1% avg pos 6 | — | PERPLEXITY 9.5% | Claim |
| 35 | Datadog | 4.1% avg pos 7 | — | PERPLEXITY 9.5% | Claim |
| 36 | RabbitMQ rabbitmq.com | 4.1% avg pos 7 | — | CHATGPT 9.5% | Claim |
| 37 | Apache Beam beam.apache.org | 4.1% avg pos 9.5 | — | CHATGPT 9.5% | Claim |
| 38 | OpenTelemetry | 4.1% avg pos 9.5 | — | CHATGPT 4.8%PERPLEXITY 4.8% | Claim |
| 39 | Papertrail | 4.1% avg pos 15 | — | CHATGPT 4.8%PERPLEXITY 4.8% | Claim |
| 40 | Docker Compose | 4.1% avg pos 17 | — | PERPLEXITY 9.5% | Claim |
| 41 | Kibana | 4.1% avg pos 17 | — | CLAUDE 14.3%PERPLEXITY 4.8% | Claim |
| 42 | Sentry | 4.1% avg pos 18.5 | — | CHATGPT 9.5% | Claim |
| 43 | Wazuh wazuh.com | 4.1% avg pos 20 | — | CHATGPT 9.5% | Claim |
| 44 | rsyslog | 2% avg pos 1 | — | PERPLEXITY 4.8% | Claim |
| 45 | SolarWinds Observability solarwinds.com | 2% avg pos 2 | — | PERPLEXITY 4.8% | Claim |
| 46 | Redis redis.io | 2% avg pos 6 | — | CHATGPT 4.8% | Claim |
| 47 | Timescale Cloud timescale.com | 2% avg pos 7 | — | CHATGPT 4.8% | Claim |
| 48 | Promtail | 2% avg pos 10 | — | PERPLEXITY 4.8% | Claim |
| 49 | Apache Druid druid.apache.org | 2% avg pos 12 | — | CHATGPT 4.8% | Claim |
| 50 | OSSEC ossec.net | 2% avg pos 12 | — | CHATGPT 4.8% | Claim |
| 51 | Sentinel | 2% avg pos 14 | — | CHATGPT 4.8% | Claim |
| 52 | Cassandra | 2% avg pos 15 | — | CHATGPT 4.8% | Claim |
| 53 | Docker docker.com | 2% avg pos 18 | — | CHATGPT 4.8% | Claim |
| 54 | Kubernetes Operators kubernetes.io | 2% avg pos 18 | — | CHATGPT 4.8% | Claim |
| 55 | Nova | 2% avg pos 20 | — | CHATGPT 4.8% | Claim |
| 56 | ManageEngine EventLog Analyzer manageengine.com | 2% | — | PERPLEXITY 4.8% | Claim |
| 57 | ManageEngine Log360 | 2% | — | PERPLEXITY 4.8% | Claim |
| 58 | New Relic AI newrelic.com | 2% | — | PERPLEXITY 4.8% | Claim |
| 59 | Splunk Enterprise | 2% | — | CLAUDE 14.3% | Claim |
Independence: Orbator customers are badged for disclosure. Customer status does not affect prompts, sampling, extraction, or ranking — see the methodology. Your product on this list? Claim it to see the prompts behind your rank and track it weekly.
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