Who each engine recommends
Position of every brand named in the latest run.
| Brand | ChatGPT | Perplexity | AI Mode | Mention rate |
|---|---|---|---|---|
| DatadogTop pick | #1 | #1 | #2 | |
| New Relic | #2 | #3 | #1 | |
| Dynatrace | #3 | #4 | #5 | |
| Grafana | #5 | #7 | #3 | |
| Splunk | #4 | #2 | — | |
| Dash0 | — | #9 | #7 | |
| Honeycomb | — | — | #4 | |
| SolarWinds Observability | — | #5 | — | |
| Elastic Observability | — | — | #6 | |
| OpenObserve | — | #6 | — | |
| SigNoz | — | #8 | — | |
| Langfuse | — | #10 | — | |
| Coralogix | — | #11 | — |
Responses
What each engine answered, and how the shortlist moved.
ChatGPT · run of Nov 3 · sentiment toward the top pick: ↑ Positive
Several major observability platforms offer lower pricing through annual billing, annual usage commitments, or multi-year enterprise contracts.
Perplexity · run of Nov 3 · sentiment toward the top pick: ↑ Positive
Several observability tools offer lower pricing through annual billing or annual commitments:
- Datadog — Datadog: Infrastructure Pro starts at $15 per host/month when billed annually, versus $18 on demand.
- Splunk — Splunk Observability Cloud: Infrastructure starts around $15 per host/month, with App & Infrastructure at $60 and End-to-End at $75, billed annually.
- New Relic — New Relic: Standard annual pricing is listed at about $19 per host/month; its exact monthly-vs-annual savings depend on the product and usage model.
- Dynatrace — Dynatrace: Primarily uses annual platform commitments; volume discounts may be available for larger commitments.
- SolarWinds Observability — SolarWinds Observability: Annual subscriptions typically save 15–40% compared with month-to-month billing, though exact savings vary by plan.
- OpenObserve — OpenObserve Cloud: Annual plans include a stated 30% ingestion discount.
- Grafana — Grafana Cloud: Offers annual startup-program credits and discounts for eligible startups, rather than a broadly published standard annual discount.
- SigNoz — SigNoz Cloud: Eligible startups can receive a first-year price of $19/month instead of $49/month.
- Dash0 — Dash0: Eligible early-stage startups can receive 50% off for the first year.
- Langfuse — Langfuse Cloud: Qualifying early-stage startups receive 50% off for 12 months.
Google AI Mode · run of Nov 3 · sentiment toward the top pick: → Neutral
- New Relic
- Datadog — Most major observability and monitoring platforms offer financial incentives, discounts, or lower effective unit economics when you move from a flexible, pay-as-you-go model to an annual commitment or…
- Grafana
- Honeycomb — Honeycomb / Dynatrace / Elastic.
- Dynatrace — Honeycomb / Dynatrace / Elastic.
- Elastic Observability — Honeycomb / Dynatrace / Elastic.
Citations
Sources the engines cited for this prompt.
| Source | Type | Citations | Cited by |
|---|---|---|---|
| datadoghq.com | Brand site · Datadog | 3 | ChatGPT |
| newrelic.com | Brand site · New Relic | 3 | ChatGPT, Google AI Mode |
| splunk.com | Brand site · Splunk | 3 | ChatGPT |
| dynatrace.com | Brand site · Dynatrace | 2 | ChatGPT |
| grafana.com | Brand site · Grafana | 2 | ChatGPT, Google AI Mode |
| apica.io | Web | 1 | Perplexity |
| coralogix.com | Brand site · Coralogix | 1 | Perplexity |
| dash0.com | Brand site · Dash0 | 1 | Google AI Mode |
| dataobservability.ai | Web | 1 | Google AI Mode |
| guideflow.com | Web | 1 | Perplexity |
| kurums.com | Web | 1 | Perplexity |
| motadata.com | Web | 1 | Perplexity |
| sagarnikam123.github.io | Web | 1 | Perplexity |
| sourcey.com | Web | 1 | Perplexity |
| spotsaas.com | Web | 1 | Perplexity |
| statwharf.com | Web | 1 | Perplexity |
| toolradar.com | Web | 1 | Perplexity |
| vendorbenchmark.com | Web | 1 | Google AI Mode |