Three of fourteen models named Auvik first on the direct prompt; one named Datadog Network Monitoring. Both were named by all fourteen models and Auvik carries 33 labels and Datadog Network Monitoring 37, so the shares are not directly comparable.
Named in four categories this edition.
Named in one category this edition.
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen models, for a mid-market B2B company; rank is within the category; every quote names the model and the prompt it came from. Both figures come from the network monitoring and management page.
Across every category in the October 2026 Edition, Auvik and Datadog Network Monitoring were named in the same answer fifty-one times, of the 101 answers naming Auvik and the 103 naming Datadog Network Monitoring. In those answers Datadog Network Monitoring took the first choice zero times and Auvik six.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.1 Fast | ||||||
| Mistral Small | ||||||
| DeepSeek V4 Flash | ||||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | ||||||
| Kimi K2 | ||||||
| GLM 4.7 FlashX | ||||||
| MiniMax M2.5 | ||||||
| GPT-6 Luna | ||||||
| Muse Glimmer 30B |
Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“I'd recommend starting with Auvik if you have a decent IT budget and want the most polished, comprehensive network management + automation experience” DeepSeek V4 Flash · paraphrase prompt · first choice
“Go with Auvik if you have a lean IT team that needs instant visibility, automated network mapping, and hassle-free configuration backups” Gemini 3.5 Flash · paraphrase prompt · first choice
“Auvik or Domotz: These are cloud-based, incredibly easy to deploy... They are heavily favored by lean IT teams.” Gemini 3.5 Flash · scale prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Avoid Datadog for pure network monitoring” Kimi K2 · direct prompt · hard negative
“they are expensive, complex, and overkill” Gemini 3.5 Flash · 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 · negative prompt · soft negative
“I typically recommend starting with Auvik or Datadog due to their ease of use, strong automation features, and scalable pricing models” MiniMax M2.5 · paraphrase prompt · first choice
“Datadog Network Performance Monitoring - a versatile end-to-end monitoring solution suitable for mid-market MSPs.” Llama 4 Maverick · 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 · scale prompt · alternative
Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.