1 category · Named, not rankedNetAI
Standing by category
| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| AIOps platforms | IT operations and endpoint | 2% | 17 of 93 | 0% | 3 | under 10 labels · led by New Relic at 17% |
Movement
By model
How each model treated NetAI across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.ShowHide
By model
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.1 Fast | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 1 | 0 | 0 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 1 | 0 | 0 | 1 |
By framing
What the models said for it
Verbatim evidence the judge attached to positive labels.
“NetAI - Best Low-Cost Option” Kimi K2 · AIOps · budget prompt · first choice
“Runner-Up: NetAI (Free for up to 10 devices, then $5.99/device/month)” DeepSeek V4 Flash · AIOps · budget prompt · alternative
“low-cost topology-aware option with a free tier” Muse Glimmer 30B · AIOps · budget prompt · alternative
And against it
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.
Named alongside
The products named in the same answers as NetAI, over the 4 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and NetAI was named but was not.ShowHide
Named alongside
What carried it into the answer
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 4 of the 4 answers that named NetAI and are not a share of its labels.
Domains cited
Twenty-seven of the twenty-nine domain citations in answers naming NetAI came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
What it publishes
ShowHide
What it publishes
ShowHide| Kind | Pages | Last 90 days | 2025-11 to 2026-10 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 4 | 0 | 2026-04-06 | ||
| Comparison | 4 | 0 | 2026-03-31 |
Most recent
- 2026-04-06Scenario 6 ttl exceeded is late a topology first way to catch routing loops faster blog
- 2026-04-02The tenant that ate the spine noisy neighbor rca in a multi tenant fabric blog
- 2026-04-01Scenario 5 stop buying bandwidth for fiber problems a topology first rca walkthrough blog
- 2026-03-31Scenario 4 the one line drift gnn vs llm aiops comparison
- 2026-03-30Scenario 3 ran transport core finger point gnn vs llm aiops comparison
- 2026-03-27Scenario 2 the quiet sla killer gnn vs llm aiops comparison
How it is countedHide how it is counted
Every page netai.ai exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. Read October 5, 2026.
Follow NetAI
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.
The company
NetAI is its own company.ShowHide
The company
In its own words
Stated by the vendor, not checked- Positioning
- Deterministic Root Cause Analysis for Network Operations
- For
- ISPs, enterprises, and cloud providers
- Not stated on the pages read
- Price, starting price, free plan or trial, integrations, certifications, hosting, customers
What NetAI's own pages state, read October 6, 2026: netai.ai. A claimed page can correct any of them.
Claim this page
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 NetAI'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 NetAI, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
What a new claim receivesHide what a new claim receives
A new claim receives the current edition's vendor brief for NetAI by email, built from the raw record of the edition. It shows:
- where NetAI is named, by buyer and by framing, and which cells hold its first choices;
- the claims the models make when they name it, ranked, with the strongest and the weakest quoted;
- its vocabulary against the segment leader's, and the pages the models cited;
- who was chosen in the answers that did not name NetAI, and every reason the record gives;
- a battlecard for each top rival: the head-to-head split, why they win, and the reservation quoted against them;
- one page of published figures cleared to show a buyer.