Who each engine recommends
Position of every brand named in the latest run.
| Brand | ChatGPT | Perplexity | AI Mode | Mention rate |
|---|---|---|---|---|
| Grafana | #3 | #1 | #2 | |
| New Relic | #2 | #2 | #1 | |
| OpenTelemetry | #5 | #7 | #3 | |
| SigNoz | #4 | #4 | #4 | |
| DatadogTop pick | #1 | #5 | — | |
| Prometheus | — | #6 | #7 | |
| Honeycomb | — | #3 | — | |
| ClickHouse | — | — | #5 | |
| Better Stack | #6 | — | — | |
| Netdata | — | — | #6 | |
| Sentry | #7 | — | — | |
| Loki | — | — | #8 | |
| Tempo | — | — | #9 |
Responses
What each engine answered, and how the shortlist moved.
Yes! There are several genuinely free observability platforms that work well for small engineering teams, startups, and side projects.
- Datadog — You don't necessarily need to pay for Datadog or New Relic to get production-grade monitoring.
- New Relic — You don't necessarily need to pay for Datadog or New Relic to get production-grade monitoring.
- Grafana — My top recommendation is Grafana Cloud Free.
- SigNoz — SigNoz: Best if you want open source, self-hosting, and control over your telemetry.
- OpenTelemetry — One additional recommendation: use OpenTelemetry for instrumentation regardless of which platform you select.
- Better Stack
- Sentry
Yes. Good free options for small teams include:
- Grafana — Grafana Cloud Free — hosted metrics, logs, and traces; the free tier includes limits such as 10,000 metric series and 50 GB each of logs and traces per month.
- New Relic — New Relic Free — full-stack observability with 100 GB of ingest per month, unlimited basic users, and up to five full-platform users.
- Honeycomb — Honeycomb Free — well suited to debugging distributed systems, with up to 20 million events per month.
- SigNoz — SigNoz — an open-source Datadog alternative that is free to self-host; its cloud version is usage-based.
- Datadog — SigNoz — an open-source Datadog alternative that is free to self-host; its cloud version is usage-based.
- Prometheus — Prometheus + Grafana + OpenTelemetry — free and flexible, but self-hosting requires setup, storage, upgrades, and maintenance.
- OpenTelemetry — Prometheus + Grafana + OpenTelemetry — free and flexible, but self-hosting requires setup, storage, upgrades, and maintenance.
Yes, there are several great free or freemium observability platforms well-suited for small teams . Depending on whether you prefer a hosted SaaS product with a generous free tier or an open-source tool you self-host , your best options fall into a few clear categories:[](https://www.dotcom-monitor.com/blog/best-observability-tools/) Hosted SaaS with Generous Free Tiers (Zero Maintenance)
- New Relic — New Relic : Offers one of the most substantial free tiers in the industry.
- Grafana — Grafana Cloud : A wonderful managed choice if you like the Grafana ecosystem.
- OpenTelemetry — The forever-free tier includes up to 10,000 metrics, 50 GB of logs, and 50 GB of traces, making it a robust option for small-scale microservices or apps using OpenTelemetry.
- SigNoz — SigNoz : An open-source, full-stack application performance monitoring (APM) and observability platform designed natively for OpenTelemetry .
- ClickHouse — It lets you capture metrics, logs, and traces into a single ClickHouse-backed database.
- Netdata — Netdata : Outstanding for real-time, high-granularity infrastructure and server monitoring.
- Prometheus — Grafana LGTM Stack (Prometheus + Loki + Tempo + Grafana): The classic open-source combination for metrics, logs, and traces.
- Loki — Grafana LGTM Stack (Prometheus + Loki + Tempo + Grafana): The classic open-source combination for metrics, logs, and traces.
- Tempo — Grafana LGTM Stack (Prometheus + Loki + Tempo + Grafana): The classic open-source combination for metrics, logs, and traces.
Citations
Sources the engines cited for this prompt.
| Source | Type | Citations | Cited by |
|---|---|---|---|
| newrelic.com | Brand site · New Relic | 5 | ChatGPT, Perplexity |
| dotcom-monitor.com | Web | 2 | Perplexity, Google AI Mode |
| grafana.com | Brand site · Grafana | 2 | ChatGPT |
| apica.io | Web | 1 | Perplexity |
| betterstack.com | Brand site · Better Stack | 1 | ChatGPT |
| columbia.edu | Web | 1 | Perplexity |
| costbench.com | Web | 1 | Perplexity |
| devshot.co | Web | 1 | ChatGPT |
| g2.com | Review site | 1 | Perplexity |
| monitoringcost.com | Web | 1 | Google AI Mode |
| netdata.cloud | Brand site · Netdata | 1 | Google AI Mode |
| opensourcedrop.com | Web | 1 | Perplexity |
| opentelemetry.io | Brand site · OpenTelemetry | 1 | ChatGPT |
| respan.ai | Web | 1 | Perplexity |
| sentry.io | Brand site · Sentry | 1 | ChatGPT |
| signoz.io | Brand site · SigNoz | 1 | ChatGPT |