| Category | Function | Share | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| Financial modeling and scenario planning | Planning and analysis | 13% | 2 of 114 | 0% | 10 | accepted challenger |
| Financial reporting and dashboards | Planning and analysis | 0% | 127 of 133 | 100% | 2 | under 10 labels · led by Sage Intacct at 27% |
| Fixed asset accounting | Accounting and close | 0% | 91 of 94 | 100% | 2 | under 10 labels · led by Sage Fixed Assets at 29% |
| FP&A platforms | Planning and analysis | 0% | 26 of 52 | 0% | 2 | under 10 labels · led by Vena at 15% |
| Cap table management | Equity and corporate | 0% | 39 of 41 | 100% | 1 | under 10 labels · led by Carta at 44% |
| Cash flow forecasting | Treasury and cash | 0% | 44 of 86 | 0% | 1 | under 10 labels · led by Agicap at 18% |
| Financial consolidation | Accounting and close | 0% | 93 of 96 | 100% | 1 | under 10 labels · led by Prophix at 19% |
| Internal controls and SOX | Tax and compliance | 0% | 65 of 71 | 100% | 1 | under 10 labels · led by AuditBoard at 18% |
| Lease accounting | Accounting and close | 0% | 54 of 60 | 100% | 1 | under 10 labels · led by FinQuery at 36% |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 1 | 0 | 1 | 0 | 2 |
| GPT-5.4 mini | 0 | 1 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 1 | 0 | 4 | 5 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.1 Fast | 1 | 1 | 0 | 1 | 3 |
| Mistral Small | 0 | 1 | 0 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 1 | 0 | 0 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 1 | 2 |
| Kimi K2 | 1 | 0 | 0 | 0 | 1 |
| GLM 4.7 FlashX | 1 | 1 | 0 | 0 | 2 |
| MiniMax M2.5 | 1 | 0 | 0 | 2 | 3 |
Verbatim evidence the judge attached to positive labels.
“Start with Google Sheets or Excel, and optionally use EasyFinancialModels for templates.” GLM 4.7 FlashX · Financial modeling · budget prompt · first choice
“Microsoft Excel or Google Sheets remain the practical sweet spot” Claude Haiku 4.5 · Financial modeling · budget prompt · first choice
“includes options like Google Sheets or Excel, which are free or low-cost” Llama 4 Maverick · Financial modeling · budget prompt · first choice
“Start with Google Sheets if you're pre-revenue or under $1M ARR.” Kimi K2 · Financial modeling · budget prompt · first choice
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.
“Spreadsheets (Excel and Google Sheets) as a System of Record ... they are the number one tool you should move away from” Gemini 3.5 Flash · Fixed asset accounting · negative prompt · hard negative
“Spreadsheets (Excel, Google Sheets, etc.) | Prone to formula errors, no built-in audit trail... scaling limits.” MiniMax M2.5 · Fixed asset accounting · negative prompt · hard negative
“The "Spreadsheet Trap" (Excel & Google Sheets) ... they are still the most dangerous reporting tools in existence” Qwen 3.7 Flash · Financial reporting · negative prompt · hard negative
“Relying on interconnected Excel or Google Sheets workbooks to consolidate financial data” Gemini 3.5 Flash · Financial consolidation · negative prompt · hard negative
Citations exist only for the models that return a source list, four of the twelve in this edition, so these counts come from 65 of the 95 answers that named Google Sheets and are not a share of its labels.
130 of the 130 domain citations in answers naming Google Sheets came from somebody else's page.
Pages are listed as the models cited them.
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 Google Sheets'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 Google Sheets, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
It does not get any change to labels, shares or verdicts, any preview, or any say over which quotes appear. A verification link goes to your work email; an address at google.com is approved on the spot, any other address is reviewed by hand.
Your name and company appear on the claimed page, or the company alone if you ask below. A title and a LinkedIn address appear there too if you give them, and are left off if you do not. Your email address is never published.