Small businessgoneNot named this edition; 0% in September 2026.
0%from 0% in September 2026
Inside the floor by 11 pointsNot ranked
Azure · 4 categories · RankedAzure Monitor
30Judge labels
0First choices
15Negative labels
13 / 14Models named it
4Categories
October 2026 Edition. Every number here is derived from the raw labels under vendor table v2026-10.8, every buyer segment counted.
Best standing
0% in Infra monitoring for mid-market buyers
Rank 26 of 79 in the mid-market standing
0 of 14 models made it the first choice on the direct prompt; 20% of its 5 labels there were negative.
By buyer segmentRead the same way at every buyer size.
Small business22 of 74
0%2 labels
under the label threshold
Mid-market26 of 79
0%5 labels
under the label threshold
Enterprise21 of 70
0%2 labels
under the label threshold
In infra monitoring · each standing computed within its segment · bars are 0 to 100 · the accent bar is the product's own best reading
Standing by category
Every category where a model named Azure Monitor for a mid-market B2B company. Share is first choices across the direct, paraphrase, budget and scale prompts; rank is within every product named in that category.
| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Infrastructure monitoring | IT operations and endpoint | 0% | 26 of 79 | 20% | 5 | under 10 labels · led by Datadog at 28% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Log management | IT operations and endpoint | 0% | 58 of 73 | 40% | 5 | under 10 labels · led by Datadog Log Management at 28% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Observability platforms | IT operations and endpoint | 0% | 64 of 80 | 67% | 3 | under 10 labels · led by Grafana at 27% | newNew since September 2026: not ranked then, 0% now. |
| Telemetry pipelines | IT operations and endpoint | 0% | 83 of 124 | 0% | 1 | under 10 labels · led by OpenTelemetry Collector at 37% |
Movement
Since September 2026, Azure Monitor held within the floor in all four categories: no change cleared 11 points.
Best category · Infra monitoring · by segment
Mid-market=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.
0%from 0% in September 2026
Inside the floor by 11 pointsRank 17 → 33 of 69
Enterprise=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.
0%from 0% in September 2026
Inside the floor by 11 pointsRank 50 → 19 of 65
All categories · Mid-market
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Infra monitoring | 0% | 0% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 17 → 26 of 79 |
| Logs | 0% | 0% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 23 → 58 of 73 |
| Observability | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 64 of 80, unchanged |
| Telemetry pipelines | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 83 of 124, unchanged |
Shares here are read over the models both editions asked, so they can differ by a point or two from the standing above, which counts every model in this edition.
The floor is 11 points of share, measured: how far the models move a leader on their own when the same questions are asked twice with nothing changed. A larger change is movement; a smaller one is noise, and both are shown. Movement is read over the twelve models both editions asked; GPT-6 Luna, Muse Glimmer 30B joined this edition and are in the standing but not yet in the comparison. How the floor is measured · The editions
By model
How each model treated Azure Monitor across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.ShowHide
By model
How each model treated Azure Monitor across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.
ShowHide| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-5.4 mini | 0 | 1 | 1 | 0 | 2 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 1 | 1 |
| Perplexity Sonar | 0 | 0 | 0 | 1 | 1 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 2 | 0 | 2 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 1 | 0 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 1 | 1 | 2 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 1 | 1 |
| MiniMax M2.5 | 0 | 1 | 0 | 1 | 2 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 1 | 0 | 1 |
By framing
Which of the six questions produced the naming. By model says how often; this says asked what. The first-choice count on the right carries the marks of the models that produced it.
FramingLabels by classFirst choices
Direct2 labelsNone
Paraphrase4 labelsNone
Comparative2 labelsNone
Budget-constrained4 labelsNone
Scale-constrained4 labelsNone
Negative14 labelsNone
First choiceAlternativeMentionNegative30 labels in all, every segment counted; 0 of the 0 first choices count toward share, since the comparative and negative framings do not. The bar is one segment per label class, to scale within the framing.
What the models said for it
Verbatim evidence the judge attached to positive labels.
“If you're already in a public cloud: Use the native monitoring (CloudWatch, Azure Monitor, Google Operations)” MiniMax M2.5 · Observability · budget prompt · alternative
“cloud-native tools like AWS CloudWatch, Azure Monitor, and Google Cloud Monitoring” Llama 4 Maverick · Infra monitoring · budget prompt · alternative
“best if you're mostly on Microsoft/Azure” GPT-5.4 mini · Logs · paraphrase 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.
“Cloud provider dashboards | Azure Monitor, AWS CloudWatch | Not intuitive; tedious dashboard creation” GLM 4.7 FlashX · Infra monitoring · negative prompt · hard negative
“best when you are already standardized on that ecosystem, but they can be less attractive if you want portability” Perplexity Sonar · Logs · negative prompt · soft negative
“cloud-native log management becomes deceptively expensive as your application scales” Gemini 3.5 Flash · Logs · negative prompt · soft negative
“Best-in-class for Azure, but cross-cloud orchestration often needs extra adapters.” MiniMax M2.5 · Observability · negative prompt · soft negative
Named alongside
The products named in the same answers as Azure Monitor, over the 30 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Azure Monitor was named but was not.ShowHide
Named alongside
The products named in the same answers as Azure Monitor, over the 30 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Azure Monitor was named but was not.
ShowHideProductSame answerTook the first choice insteadHead to head
A head-to-head page exists where both products are among a category's top eight. The other rows are the same fact without a page behind them, so they link to the product instead.
What carried it into the answer
The sites and pages cited by the answers that named Azure Monitor. A fact about retrieval, not a lever on the model.
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 21 of the 30 answers that named Azure Monitor and are not a share of its labels.
Domains cited
motadata.com7
atatus.com5
g2.com5
gartner.com5
guideflow.com5
signoz.io5
cubeapm.com4
ir.com4
cio.economictimes.indiatimes.com3
comparitech.com3
Forty-six of the forty-six domain citations in answers naming Azure Monitor came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
Search and answers
Where Azure Monitor stands in Google search beside where it stands in the models' answers.ShowHide
Search and answers
Where Azure Monitor stands in Google search beside where it stands in the models' answers.
ShowHideIn search
Google, US estimates- Searches for its name, Google
- 2,400 a month (“azure monitor”)
- AI search demand for its name, est.
- 356 a month
- Its own site
- It sits on Azure's site (azure.cn), so there are no site figures for it alone
In answers
This editionShare of first choices
0%
rank 26 of 79 in infra monitoring
Segment leader
28%
Datadog
- First choices
- 0 across its categories
- Named in
- 30 answers
- Its own site cited
- in 21 of the answers that named it
Search figures are US estimates from DataForSEO, read September 28, 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.
Names read as Azure Monitor
What the judge wrote, as written, with how often. The vendor table decides that these count as Azure Monitor; a claim can dispute any of them.
CloudWatch/Azure Monitor/Google Cloud Monitoring 1Microsoft Sentinel / Azure Monitor 1
Follow Azure Monitor
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
Azure is the company behind Azure Monitor.ShowHide
The company
Azure is the company behind Azure Monitor.
ShowHideOn record
Company records- Also from Azure
- Azure ACR, Azure AD Conditional Access, Azure AD Graph API, Azure AI Document Intelligence, Azure AI Foundry, Azure AI Gateway, Azure AI Search, Azure API Management and 79 more
In its own words
Stated by the vendor, not checked- Positioning
- 有目的地发明，节约成本，让你的组织能够更高效地利用 Microsoft Azure 灵活的开放式云计算平台。
- Not stated on the pages read
- Who it is for, price, starting price, free plan or trial, integrations, certifications, hosting, customers
What Azure Monitor's own pages state, read September 28, 2026: azure.cn. A claimed page can correct any of them.
Is this your product?
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 Azure Monitor'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 Azure Monitor, 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 Azure Monitor by email, built from the raw record of the edition. It shows:
- where Azure Monitor 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 Azure Monitor, 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.