How often ChatGPT mentions Prometheus for application performance monitoring tools — and how it stacks up against the tools that dominate the answers.
Share of ChatGPT answers naming each tool, same 10 questions.
| # | Tool | Visibility | |
|---|---|---|---|
| 1 | Datadog | 97% | |
| 2 | New Relic | 93% | |
| 3 | Dynatrace | 90% | |
| 4 | Grafana | 88% | |
| 5 | Splunk | 70% | |
| 6 | AppDynamics | 66% | |
| 7 | Sentry | 61% | |
| 8 | Tempo | 57% | |
| 9 | Prometheus ← this tool | 57% | |
| 10 | Grafana Cloud | 56% | |
| 11 | Loki | 56% | |
| 12 | SigNoz | 55% |
Free account — see every engine, the trend over time, and which sources to win.
The questions where ChatGPT currently names Prometheus.
Here are some top APM (Application Performance Monitoring) tools widely used in DevOps, SRE, and cloud environments:
Cloud-native observability platform
Monitors metrics, logs, traces, and infrastructure
Strong integrations (AWS, Kubernetes, Docker, CI/CD)
Popular for microservices and distributed systems Top 7 Application Performance Monitoring Tools in 2025Datadog vs Dynatrace vs New Relic (2026)
Best for: Cloud-native apps and DevOps teams.
AI-powered monitoring using Davis AI
Automatic service discovery and dependency mapping
Excellent root cause analysis for complex systems Top 12 Application Performance Monitoring Tools for 2026 - HudTop 12 Application Performance Monitoring Tools for 2026 - Hud
Best for: Large enterprises and complex microservices architectures.
Full-stack observability platform
Strong distributed tracing and telemetry
Flexible usage-based pricing and OpenTelemetry support Top 12 Application Performance Monitoring Tools for 2026 - Hud
Best for: SaaS companies and developer-centric monitoring.
Owned by Cisco
Focuses on business transaction monitoring
Correlates application performance with business KPIs Top 12 Application Performance Monitoring Tools for 2026 - Hud
Best for: Enterprise applications and business performance monitoring.
Part of the Elastic (ELK) stack
Open-source option
Good for logs + metrics + traces in one stack Top 7 Application Performance Monitoring Tools in 2025
Best for: Teams already using Elasticsearch.
Real-time distributed tracing
Advanced analytics and anomaly detection
Good for large-scale observability Top 10 Application Performance Monitoring (APM) Tools in 2025: Features, Pros, Cons & Comparison - scmGalaxy
Best for: Enterprises with high data volumes.
Automatic instrumentation
Real-time monitoring for Kubernetes and microservices
AI-based issue detection Top 10 Application Performance Monitoring (APM) Tools in 2025: Features, Pros, Cons & Comparison - scmGalaxy
Best for: Cloud-native and containerized workloads.
Cloud monitoring platform
Tracks application, infrastructure, and user experience
Good for SMB teams with simpler setups 10 Best Application Performance Monitoring (APM) Tools 2025 - CoinCodeCap
✅ Quick recommendation by use case:
| Use case | Recommended tools |
|---|---|
| Cloud-native / Kubernetes | Datadog, Dynatrace |
| SaaS / Dev teams | New Relic |
| Enterprise monitoring | AppDynamics, Dynatrace |
| Open-source stack | Elastic APM |
| High-scale observability | Splunk APM |
💡 If you want, I can also show:
Top open-source APM tools (Prometheus, Jaeger, SigNoz, etc.)
Best APM tools for Kubernetes / microservices
APM tools comparison (Datadog vs Dynatrace vs New Relic).