Observability tools
31 products in this database carry the observability category. Each answers the same question, per modality, with sourced evidence.
| Product | Vendor | Best path | Overall | Deployment |
|---|---|---|---|---|
| Amplitude | Amplitude | api | 8 | saas |
| Axiom | Axiom | mcp | 8 | saas |
| Better Stack | Better Stack | mcp | 8 | saas |
| BlueCat LiveNX | BlueCat Networks | mcp | 6 | on-prem |
| BlueCat LiveWire | BlueCat Networks | mcp | 6 | hybrid |
| Checkly | Checkly | cli | 8 | saas |
| CrowdStrike Falcon | CrowdStrike | api | 8 | saas |
| Datadog | Datadog | api | 8 | saas |
| Dynatrace | Dynatrace | api | 8 | saas |
| Elasticsearch | Elastic | api | 8 | hybrid |
| Fullstory | Fullstory | mcp | 6 | saas |
| Google Security Operations | api | 8 | saas | |
| Grafana | Grafana Labs | api | 8 | hybrid |
| Honeycomb | Honeycomb | mcp | 8 | saas |
| IBM Instana Observability | IBM | api | 7 | hybrid |
| IBM QRadar SIEM | IBM | api | 7 | hybrid |
| incident.io | incident.io | api | 8 | saas |
| InfluxDB 3 | InfluxData | api | 8 | hybrid |
| Langfuse | Langfuse | api | 8 | hybrid |
| LangSmith | LangChain | cli | 8 | hybrid |
| Microsoft Defender XDR | Microsoft | api | 8 | saas |
| Microsoft Sentinel | Microsoft | api | 8 | saas |
| New Relic | New Relic | api | 8 | saas |
| PagerDuty | PagerDuty | mcp | 8 | saas |
| PostHog | PostHog | api | 8 | hybrid |
| Rootly | Rootly | api | 8 | saas |
| Sentry | Sentry | mcp | 8 | saas |
| SigNoz | SigNoz | mcp | 8 | hybrid |
| Splunk platform | Splunk (Cisco) | api | 8 | hybrid |
| Sumo Logic | Sumo Logic | api | 8 | saas |
| Wiz | Wiz | mcp | 6 | saas |