| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Network monitoring and management | Network and edge | 4% | 6 of 78 | 16% | 37 | accepted challenger |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 2 | 0 | 3 |
| GPT-5.4 mini | 0 | 1 | 1 | 0 | 2 |
| Gemini 3.5 Flash | 0 | 2 | 0 | 1 | 3 |
| Perplexity Sonar | 0 | 2 | 1 | 0 | 3 |
| Grok 4.1 Fast | 0 | 1 | 2 | 0 | 3 |
| Mistral Small | 0 | 2 | 1 | 0 | 3 |
| DeepSeek V4 Flash | 0 | 1 | 2 | 1 | 4 |
| Llama 4 Maverick | 1 | 0 | 0 | 1 | 2 |
| Qwen 3.7 Flash | 0 | 2 | 1 | 2 | 5 |
| Kimi K2 | 0 | 2 | 0 | 1 | 3 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 0 | 1 |
| MiniMax M2.5 | 1 | 0 | 2 | 0 | 3 |
| GPT-6 Luna | 0 | 1 | 0 | 0 | 1 |
| Muse Glimmer 30B | 0 | 1 | 0 | 0 | 1 |
Verbatim evidence the judge attached to positive labels.
“I typically recommend starting with Auvik or Datadog due to their ease of use, strong automation features, and scalable pricing models” MiniMax M2.5 · Network monitoring · paraphrase prompt · first choice
“Datadog Network Performance Monitoring - a versatile end-to-end monitoring solution suitable for mid-market MSPs.” Llama 4 Maverick · Network monitoring · direct prompt · first choice
“If you're cloud-heavy or growing fast, LogicMonitor or Datadog offer better scalability but at higher operational cost” Kimi K2 · Network monitoring · scale prompt · alternative
“If you're deeply invested in cloud-native infrastructure, LogicMonitor or Datadog deserve serious consideration.” DeepSeek V4 Flash · Network monitoring · direct prompt · alternative
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.
“Avoid Datadog for pure network monitoring” Kimi K2 · Network monitoring · direct prompt · hard negative
“they are expensive, complex, and overkill” Gemini 3.5 Flash · Network monitoring · direct prompt · hard negative
“Uses high-water mark billing (e.g., Datadog bills based on peak usage, so temporary spikes cost you all month)” DeepSeek V4 Flash · Network monitoring · negative prompt · soft negative
“Cons: Can get extremely expensive based on log ingestion volume; focuses more on the application layer” Qwen 3.7 Flash · Network monitoring · comparative 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 88 of the 103 answers that named Datadog Network Monitoring and are not a share of its labels.
333 of the 333 domain citations in answers naming Datadog Network 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 Network Monitoring's own pages state, read October 5, 2026: docs.datadoghq.com/network_monitoring, datadoghq.com/es/network-monitoring, docs.datadoghq.com/integrations/network, docs.datadoghq.com/network_monitoring/dns, datadoghq.com/product/network-monitoring. 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 Network 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 Network 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 Network Monitoring by email, built from the raw record of the edition. It shows: