# Google Sheets: how AI models rank it, October 2026 Finance AI Recommendation Index, October 2026 Edition. Named in 33 judge labels across 15 categories by 12 of 14 models. Page: https://finance-ai-index.com/vendors/google-sheets/ ## Standing by category | Category | Share | Rank | Negative rate | Labels | |---|---|---|---|---| | Financial modeling and scenario planning | 9% | 5 | 15% | 13 | | Cash flow forecasting | 0% | 92 | 50% | 4 | | Corporate performance management | 0% | 79 | 50% | 2 | | Financial reporting and dashboards | 0% | 87 | 50% | 2 | | FP&A platforms | 0% | 29 | 0% | 2 | | Account reconciliation | 0% | 79 | 100% | 1 | | Accounting software | 0% | 46 | 100% | 1 | | Board and investor reporting | 0% | 88 | 100% | 1 | | Entity management | 0% | 69 | 100% | 1 | | ESG and carbon reporting | 0% | 83 | 0% | 1 | | Fixed asset accounting | 0% | 102 | 100% | 1 | | Internal controls and SOX | 0% | 83 | 100% | 1 | | Lease accounting | 0% | 68 | 100% | 1 | | SaaS metrics and analytics | 0% | 31 | 0% | 1 | | Supplier management | 0% | 75 | 0% | 1 | ## What the models said for it - "starting with Google Sheets or Excel and upgrading to a dedicated tool ... is the most cost-effective approach" (Kimi K2, Financial modeling) - "Best low-budget choice: Google Sheets for a small company building budgets, forecasts, and scenario models" (GPT-6 Luna, Financial modeling) - "start with Microsoft Excel or Google Sheets if you need a simple, flexible solution" (Mistral Small, Financial modeling) - "the best financial modeling software is typically Google Sheets (completely free)" (Grok 4.1 Fast, Financial modeling) ## And against it - ""Spreadsheets like Excel and Google Sheets are brilliant tools... Where they become dangerous is when temporary spreadsheets slowly turn into permanent business systems"" (Muse Glimmer 30B, Financial reporting) - "The "Spreadsheet Trap" (Excel or Google Sheets)... Why to avoid: Research shows that up to 88% of spreadsheets used for asset tracking contain major data errors." (Gemini 3.5 Flash, Fixed asset accounting) - "Many finance teams rely on complex, custom Excel or Google Sheets templates as their primary "reconciliation tool"... Why to avoid" (Gemini 3.5 Flash, Account reconciliation) - "Spreadsheets (Microsoft Excel / Google Sheets) as Primary Ledgers ... should be avoided as a primary bookkeeping tool" (Qwen 3.7 Flash, Accounting software) ## Movement since September 2026 Floor: 10 points of share, measured on the calibration repeat. A larger change is movement; a smaller one is noise. - Financial modeling and scenario planning: 13% to 9%, −6. Inside the floor by 4 points · rank 2 → 5 of 77. - Cash flow forecasting: 0% to 0%, ±0. Inside the floor by 10 points · rank 44 → 92 of 101. - Corporate performance management: 0% to 0%, ±0. New · not ranked in September 2026 · rank 79 of 99. - Financial reporting and dashboards: 0% to 0%, ±0. Inside the floor by 10 points · rank 125 → 87 of 105. - FP&A platforms: 0% to 0%, ±0. Inside the floor by 10 points · rank 26 → 29 of 74. - Account reconciliation: 0% to 0%, ±0. New · not ranked in September 2026 · rank 79 of 82. - Accounting software: 0% to 0%, ±0. New · not ranked in September 2026 · rank 46 of 55. - Board and investor reporting: 0% to 0%, ±0. New · not ranked in September 2026 · rank 88 of 99. - Entity management: 0% to 0%, ±0. New · not ranked in September 2026 · rank 69 of 81. - ESG and carbon reporting: 0% to 0%, ±0. New · not ranked in September 2026 · rank 83 of 110. - Fixed asset accounting: 0% to 0%, ±0. Inside the floor by 10 points · rank 88 → 102 of 107. - Internal controls and SOX: 0% to 0%, ±0. Inside the floor by 10 points · rank 65 → 83 of 90. - Lease accounting: 0% to 0%, ±0. Inside the floor by 10 points · rank 53 → 68 of 71. - SaaS metrics and analytics: 0% to 0%, ±0. New · not ranked in September 2026 · rank 31 of 78. - Supplier management: 0% to 0%, ±0. New · not ranked in September 2026 · rank 75 of 111. ## In its own words What Google Sheets's own pages state, read 2026-10-05. Stated by the vendor, not checked by the index. - Positioning: Collaborative, AI-powered spreadsheets (https://workspace.google.com/products/sheets/) - For: work (https://workspace.google.com/products/sheets/) - Customers named: Globe Telecom, Ultra, Etsy, Adore Me, Robinhood, Attache ## What it publishes Every page google.com exposes, read 2026-09-29: 7607 addresses. By kind, pages and the last 90 days: - blog: 372 pages, 0 in the last 90 days, latest 2018-12-13 - case study: 707 pages, 0 in the last 90 days, latest undated - comparison: 35 pages, 0 in the last 90 days, latest undated - template or tool: 1 pages, 0 in the last 90 days, latest undated - glossary or explainer: 51 pages, 0 in the last 90 days, latest 2018-12-13 - podcast or video: 1 pages, 0 in the last 90 days, latest undated - news or press: 34 pages, 0 in the last 90 days, latest undated - Recent: 2018-12-13 blog: Best practices for in app rewarded video ads https://www.google.com/admob/resources/best-practices-for-in-app-rewarded-video-ads.html - Recent: 2018-12-13 blog: How to monetize your mobile apps with ads https://www.google.com/admob/resources/how-to-monetize-your-mobile-apps-with-ads.html - Recent: 2018-12-13 glossary or explainer: What is AdMob - Google AdMob https://www.google.com/admob/resources/what-is-admob.html - Recent: 2018-11-19 blog: App marketing strategies to grow and monetize your app https://www.google.com/admob/resources/app-marketing-strategies-to-grow-and-monetize-your-app.html - Recent: 2018-11-19 blog: How much revenue can you earn from admob https://www.google.com/admob/resources/how-much-revenue-can-you-earn-from-admob.html - Recent: 2018-11-19 blog: How to earn money with in app advertising https://www.google.com/admob/resources/how-to-earn-money-with-in-app-advertising.html ## Record - Method: https://finance-ai-index.com/methodology/ - Raw judge labels and full responses: https://finance-ai-index.com/data/ - License: CC BY 4.0. Cite as Finance AI Recommendation Index, October 2026 Edition, finance-ai-index.com.