| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Website and synthetic monitoring | IT operations and endpoint | 7% | 5 of 67 | 34% | 44 | criticized challenger |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 2 | 2 |
| GPT-5.4 mini | 1 | 1 | 0 | 0 | 2 |
| Gemini 3.5 Flash | 0 | 2 | 0 | 2 | 4 |
| Perplexity Sonar | 1 | 2 | 0 | 0 | 3 |
| Grok 4.1 Fast | 1 | 1 | 1 | 1 | 4 |
| Mistral Small | 0 | 1 | 2 | 1 | 4 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 1 | 2 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 3 | 4 |
| Kimi K2 | 0 | 0 | 0 | 3 | 3 |
| GLM 4.7 FlashX | 0 | 2 | 1 | 0 | 3 |
| MiniMax M2.5 | 1 | 2 | 1 | 1 | 5 |
| GPT-6 Luna | 0 | 3 | 0 | 1 | 4 |
| Muse Glimmer 30B | 0 | 3 | 0 | 0 | 3 |
Verbatim evidence the judge attached to positive labels.
“the strongest default recommendation is Datadog Synthetics for companies that want synthetic tests plus broad observability” Perplexity Sonar · Uptime monitoring · paraphrase prompt · first choice
“Datadog Synthetic Monitoring (Best overall for mid-market scalability)” Grok 4.1 Fast · Uptime monitoring · paraphrase prompt · first choice
“I would recommend Datadog (or, as a close second, New Relic)” MiniMax M2.5 · Uptime monitoring · paraphrase prompt · first choice
“If you want me to pick one default: Datadog.” GPT-5.4 mini · Uptime monitoring · paraphrase prompt · first choice
Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.
“Mentioned in Reddit discussions as having "really scummy" sales practices” MiniMax M2.5 · Uptime monitoring · negative prompt · hard negative
“likely want to avoid the complex setup, high costs, and tool sprawl of enterprise observability giants (like Datadog or Dynatrace)” Gemini 3.5 Flash · Uptime monitoring · direct prompt · soft negative
“trade-off between getting "enterprise-grade" data without the massive cost and complexity of platforms like Datadog or Dynatrace” Qwen 3.7 Flash · Uptime monitoring · paraphrase prompt · soft negative
“Datadog, New Relic, and Checkmk are powerful, but overkill for teams that primarily need uptime monitoring and status pages” Claude Haiku 4.5 · Uptime monitoring · negative prompt · soft negative
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 107 of the 122 answers that named Datadog Synthetic Monitoring and are not a share of its labels.
354 of the 354 domain citations in answers naming Datadog Synthetic Monitoring came from somebody else's page.
Pages are listed as the models cited them.
Search figures are US estimates from DataForSEO, read October 5, 2026; AI search demand is its modeled, directional estimate, not a count of queries to any assistant. The answers are this edition's. Two measurements side by side: neither is read as the cause of the other.
An email the morning each edition publishes: where this product moved, where it held, and by how much against the noise floor. One address, confirmed by a click; a stop link in every email.
Already following? Everything you follow, with a stop for each.
What Datadog Synthetic Monitoring's own pages state, read October 5, 2026: docs.datadoghq.com/journey_monitoring, docs.datadoghq.com/synthetics/api_tests, datadoghq.com/synthetics/api-testing, datadoghq.com/synthetics/uptime-checks, docs.datadoghq.com/synthetics/browser_tests. A claimed page can correct any of them.
Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when Datadog Synthetic Monitoring's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as Datadog Synthetic Monitoring, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
A new claim receives the current edition's vendor brief for Datadog Synthetic Monitoring by email, built from the raw record of the edition. It shows: