Index › Finance › Products › Excel/Google Sheets · November 2026 Edition
8 categories · Named, not ranked

Excel/Google Sheets

–Too few to rank
9/14Models named it
3First choices
17Warnings
November 2026 Edition · all company sizes counted.
Ranked inFinancial modeling and scenario planning #18 mid-marketCash flow forecasting #96Corporate performance management #81Expense management #58Financial close management #38Financial reporting and dashboards #100
2 more
Fixed asset accounting #108SaaS metrics and analytics #40
What AI models recommend

Named, too few times to rank.

A product needs 10 labels in a category before a share is stated. Excel/Google Sheets has 8.

Why models recommend it

“Excel or Google Sheets remains the #1 recommended starting point”DeepSeek V4 Flash · Budget-constrained question · first choice
“Use Excel/Google Sheets with custom formulas for MRR, churn, LTV”DeepSeek V4 Flash · Negative question · alternative
“using pre-built Month-End Close Templates”Gemini 3.5 Flash · Budget-constrained question · alternative

What gives them pause

“Relying on Excel/Google Sheets or basic built-in modules in lightweight accounting software seems "free," but it carries significant hidden costs.”Gemini 3.5 Flash · Negative question · warning
“Why to avoid: While fine for micro-businesses with fewer than ~20–50 assets, spreadsheets are one of the leading causes of audit failures”Gemini 3.5 Flash · Negative question · warning
“spreadsheet-based reporting (Excel/Google Sheets) is likely becoming prone to errors, slow to consolidate, and difficult to audit”Gemini 3.5 Flash · Scale-constrained question · warning
“Manual data entry, high risk of error, no real-time updates. Best only for very early-stage startups with simple transactions.”Qwen 3.7 Flash · Budget-constrained question · warning

Also on the shortlist

The products named in the same answers as Excel/Google Sheets, over the 31 answers that named it, and how often each was the first choice instead.

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

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 Excel/Google Sheets 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 25 of the 31 answers that named Excel/Google Sheets and are not a share of its labels.

By model

How each model answered on Excel/Google Sheets across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.
ModelFirst choiceAlternativeMentionWarningLabels
Claude Haiku 4.500000
GPT-5.4 mini00000
Gemini 3.5 Flash01045
Perplexity Sonar00000
Grok 4.2000000
Mistral Small00000
DeepSeek V4 Flash11002
Llama 4 Maverick00000
Qwen 3.7 Flash00011
Kimi K200000
GLM 4.7 FlashX00000
MiniMax M2.500000
GPT-6 Luna00000
Muse Glimmer 30B00000