Index › Finance › Products › Microsoft Excel · November 2026 Edition
13 categories · Ranked

Microsoft Excel

microsoft.com ↗

#1Best rank (small business)
14/14Models named it
25First choices
107Warnings
November 2026 Edition · all company sizes counted.
Ranked inFinancial modeling and scenario planning #1 small businessCash flow forecasting #21Account reconciliation #102Internal controls and SOX #114Lease accounting #79Board and investor reporting #108
7 more
Entity management #92Financial reporting and dashboards #104Financial consolidation #83Cap table management #49Corporate performance management #44Corporate tax provision #86ESG and carbon reporting #99
What AI models recommend in financial modeling

Strongest at small business, contested with Google Sheets. Thin evidence at enterprise: three labels.

The standing depends on who is buying. Every model is asked the same questions for each company size.

Why models recommend it

“For the absolute best value, Microsoft Excel is the top choice due to its low cost (or free if already owned) and unmatched flexibility.”Mistral Small · Budget-constrained question · first choice
“Looker Studio (formerly Data Studio) or Microsoft Excel/Power Query (if data volume allows) are often safer bets”Qwen 3.7 Flash · Negative question · first choice
“Microsoft Excel is widely regarded as the best financial modeling software for companies with a limited budget.”Grok 4.20 · Budget-constrained question · first choice
“The most cost-effective starting point. Many successful companies use Excel through their early stages.”Kimi K2 · Budget-constrained question · first choice

What gives them pause

“Bare Manual Spreadsheets (Excel / Google Sheets) *for Mid-Market & Enterprise* ... relying solely on static spreadsheets for complex, multi-entity, or fast-growing businesses is a major trap.”Gemini 3.5 Flash · Negative question · warning
“Spreadsheets (e.g., Microsoft Excel) ... Why avoid or be cautious? They are prone to human error, version control issues, unauthorized changes, formula errors, and lack of audit trails.”Grok 4.20 · Negative question · warning
“Basic Spreadsheets (Excel/Google Sheets) for Complex Businesses ... When to avoid: If you have high transaction volume, multiple entities, or need real-time visibility.”MiniMax M2.5 · Negative question · warning
“relying on a spreadsheet is the single most dangerous practice for a growing startup. You should avoid staying on spreadsheets past your first external investment round”Qwen 3.7 Flash · Negative question · warning

Also on the shortlist

The products named in the same answers as Microsoft Excel, over the 172 answers that named it, and how often each was the first choice instead.

What the models named instead of Microsoft Excel →

A side-by-side page exists where both products are among a category's top eight.

At a glance

Stated on Microsoft Excel's own site, not checked by Gane.

Customers named
Lenovo, VIVID, G&J Pepsi-Cola Bottlers, Virgin Money, E.ON, Milpark Education
Visit microsoft.com ↗

How this is measured

Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.

Gane sells AI visibility software. No company can pay to change a result.

Read the method →

Sources returned with these answers

The sites and pages the answers that named Microsoft Excel came back with. A fact about retrieval, not a cause of the answer.

Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 148 of the 172 answers that named Microsoft Excel and are not a share of its labels.

Domains cited

prophix.com32
gane.ai/indexpublisher (Gane)31
capterra.com25
fuelfinance.me24
datarails.com23
sourceforge.net22
fathomhq.com21
softwaresuggest.com21
softwareadvice.com20
reddit.com19

207 of the 238 domain citations in answers naming Microsoft Excel came from a third party's page. Thirty-one were to the publisher's own pages (the Gane Index), which the models cite like any other source; they are not counted as a third party.

Pages cited

Pages are listed as the models cited them.

By model

How each model answered on Microsoft Excel across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.
ModelFirst choiceAlternativeMentionWarningLabels
Claude Haiku 4.501034
GPT-5.4 mini10113
Gemini 3.5 Flash20068
Perplexity Sonar10045
Grok 4.2011068
Mistral Small10012
DeepSeek V4 Flash00022
Llama 4 Maverick00224
Qwen 3.7 Flash202610
Kimi K210001
GLM 4.7 FlashX10034
MiniMax M2.510135
GPT-6 Luna10001
Muse Glimmer 30B11114

What it publishes

Addresses on microsoft.com
10,448
subdomains included
Content
146
counted in the table below
Documentation
10
Product · Integration
1,142 · 20
KindPagesLast 90 days2025-10 to 2026-09LatestCategories named
Glossary or explainer44undated
Comparison30undated
News or press27102026-09-28
Blog2542026-09-24
Case study12undated
Conference or event5undated
Template or tool2undated
Report or ebook102025-12-02
How it is countedHide how it is counted

Every page microsoft.com 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. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read September 29, 2026.