Small business▼−7Since September 2026: 9% → 2%, −7 points. Inside the 11-point floor: within noise. Read over the models both editions asked.
2%from 9% in September 2026
Inside the floor by 4 pointsRank 3 → 6 of 78
Microsoft · 2 categories · RankedMicrosoft Cost Management
94Judge labels
7First choices
17Negative labels
14 / 14Models named it
2Categories
October 2026 Edition. Every number here is derived from the raw labels under vendor table v2026-10.8, every buyer segment counted.
Best standing
5% in FinOps for mid-market buyers
Rank 5 of 76 in the mid-market standingcriticized challenger
0 of 14 models made it the first choice on the direct prompt; 27% of its 30 labels there were negative.
What the models named instead of Microsoft Cost Management →By buyer segmentRead the same way at every buyer size.
Small business4 of 83
3%31 labels
accepted challenger
Mid-market5 of 76
5%30 labels
criticized challenger
Enterprise71 of 73
0%15 labels
criticized challenger
In finops · 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 Microsoft Cost Management 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 |
|---|---|---|---|---|---|---|---|
| Cloud cost management | Cloud and infrastructure | 5% | 5 of 76 | 27% | 30 | criticized challenger | =heldSince September 2026: 4% → 4%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| IT financial management | IT operations and endpoint | 4% | 8 of 159 | 14% | 7 | under 10 labels · led by Nicus ITFM Platform at 9% |
Movement
Since September 2026, Microsoft Cost Management held within the floor in all two categories: no change cleared 11 points.
Best category · FinOps · by segment
Mid-market=heldSince September 2026: 4% → 4%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.
4%from 4% in September 2026
Inside the floor by 11 pointsRank 7 → 5 of 70
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 49 → 69 of 71
All categories · Mid-market
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| IT financial mgmt | 0% | 2% | newNew since September 2026: not ranked then, 2% now. | New this edition | Rank 8 of 159, unchanged |
| FinOps | 4% | 4% | =heldSince September 2026: 4% → 4%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 7 → 5 of 76 |
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 Microsoft Cost Management 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 Microsoft Cost Management 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 | 1 | 0 | 1 | 2 | 4 |
| GPT-5.4 mini | 2 | 0 | 0 | 0 | 2 |
| Gemini 3.5 Flash | 0 | 0 | 1 | 1 | 2 |
| Perplexity Sonar | 0 | 1 | 1 | 0 | 2 |
| Grok 4.20 | 1 | 1 | 0 | 1 | 3 |
| Mistral Small | 0 | 0 | 2 | 1 | 3 |
| DeepSeek V4 Flash | 1 | 2 | 1 | 1 | 5 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 1 | 2 |
| Kimi K2 | 0 | 3 | 1 | 0 | 4 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 0 | 1 |
| MiniMax M2.5 | 0 | 2 | 2 | 1 | 5 |
| GPT-6 Luna | 2 | 0 | 0 | 0 | 2 |
| Muse Glimmer 30B | 0 | 1 | 0 | 1 | 2 |
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
Direct11 labelsNone
Paraphrase6 labelsNone
Comparative20 labels1not counted in share
Budget-constrained25 labels7
Scale-constrained8 labelsNone
Negative24 labels7not counted in share
First choiceAlternativeMentionNegative94 labels in all, every segment counted; 7 of the 15 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.
“start with your cloud provider's built-in cost tools... AWS Cost Explorer, Microsoft Cost Management, or Google Cloud Cost Management” GPT-6 Luna · FinOps · budget prompt · first choice
“Under $50K/month: Start with native tools (AWS Cost Explorer, Azure Cost Management) — free and immediate” Claude Haiku 4.5 · FinOps · budget prompt · first choice
“starting with your cloud provider\u2019s native tools (AWS Cost Explorer, Azure Cost Management)” DeepSeek V4 Flash · FinOps · negative prompt · first choice
“Completely free if you're already using Azure/AWS... ideal for SMBs focused on cloud optimization” Grok 4.20 · IT financial mgmt · budget prompt · first choice
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.
“Approaches to Avoid ... native cloud tools (AWS Cost Explorer, Azure Cost Management, Google Cloud FinOps)” Claude Haiku 4.5 · IT financial mgmt · negative prompt · hard negative
“work well for single-cloud environments at small scale but require perfect tagging discipline and lack multi-cloud or Kubernetes cluster visibility” Muse Glimmer 30B · FinOps · negative prompt · soft negative
“the overall experience can be inconsistent, and the tool may not provide the depth of analysis required for complex environments” Mistral Small · FinOps · negative prompt · soft negative
“stick to native tools (AWS Cost Explorer/Azure Cost Management)... native tools cannot provide a unified view” Qwen 3.7 Flash · FinOps · negative prompt · soft negative
Named alongside
The products named in the same answers as Microsoft Cost Management, over the 94 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Microsoft Cost Management was named but was not.ShowHide
Named alongside
The products named in the same answers as Microsoft Cost Management, over the 94 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Microsoft Cost Management 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 Microsoft Cost Management. 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 86 of the 94 answers that named Microsoft Cost Management and are not a share of its labels.
Domains cited
cloudaware.com53
cloudzero.com46
g2.com35
nops.io33
finout.io32
amnic.com31
openmetal.io25
digitalocean.com18
sourceforge.net18
vantage.sh18
309 of the 309 domain citations in answers naming Microsoft Cost Management came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
Search and answers
Where Microsoft Cost Management stands in Google search beside where it stands in the models' answers.ShowHide
Search and answers
Where Microsoft Cost Management stands in Google search beside where it stands in the models' answers.
ShowHideIn search
Google, US estimates- Searches for its name, Google
- 70 a month (“microsoft cost management”)
- AI search demand for its name, est.
- 20 a month
- Its own site
- It sits on Microsoft's site (microsoft.com), so there are no site figures for it alone
In answers
This editionShare of first choices
5%
rank 5 of 76 in finops
Segment leader
45%
Vantage
- First choices
- 7 across its categories
- Named in
- 94 answers
- Its own site cited
- in 86 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 Microsoft Cost Management
What the judge wrote, as written, with how often. The vendor table decides that these count as Microsoft Cost Management; a claim can dispute any of them.
Azure Cost Management 24Azure Cost Management + Billing 5Microsoft Azure Cost Management 4Azure Cost Management & Azure Advisor 1Azure Cost Mgmt 1
Follow Microsoft Cost Management
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
Microsoft is the company behind Microsoft Cost Management.ShowHide
The company
Microsoft is the company behind Microsoft Cost Management.
ShowHideOn record
Company records- Also from Microsoft
- Microsoft 365, Microsoft 365 Admin Center, Microsoft 365 Administration, Microsoft 365 Backup, Microsoft 365 Compliance Center, Microsoft 365 Copilot, Microsoft 365 Copilot Chat, Microsoft 365 DSC and 164 more
In its own words
Stated by the vendor, not checked- Positioning
- provides a comprehensive set of tools and features to help businesses optimize their cloud investments
- For
- businesses
- Not stated on the pages read
- Price, starting price, free plan or trial, integrations, certifications, hosting, customers
What Microsoft Cost Management's own pages state, read September 28, 2026: microsoft.com/en-us/isv/resources/articles/cloud-cost-optimization-management-strategies. 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 Microsoft Cost Management'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 Microsoft Cost Management, 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 Microsoft Cost Management by email, built from the raw record of the edition. It shows:
- where Microsoft Cost Management 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 Microsoft Cost Management, 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.