| Category | Function | Share | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| Cash flow forecasting | Treasury and cash | 0% | 85 of 86 | 100% | 3 | under 10 labels · led by Agicap at 18% |
| FP&A platforms | Planning and analysis | 0% | 21 of 52 | 0% | 3 | under 10 labels · led by Vena at 15% |
| Financial modeling and scenario planning | Planning and analysis | 0% | 27 of 114 | 0% | 2 | under 10 labels · led by Datarails at 19% |
| Financial close management | Accounting and close | 0% | 66 of 68 | 100% | 1 | under 10 labels · led by FloQast at 60% |
| Supplier management | Spend and procurement | 0% | 37 of 80 | 0% | 1 | under 10 labels · led by Procurify at 26% |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-5.4 mini | 1 | 0 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 1 | 1 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.1 Fast | 0 | 1 | 0 | 0 | 1 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 1 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 1 | 2 |
| Kimi K2 | 0 | 0 | 0 | 1 | 1 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 0 | 1 |
| MiniMax M2.5 | 0 | 1 | 0 | 0 | 1 |
Verbatim evidence the judge attached to positive labels.
“Best for: quick business modeling, small datasets, scenario analysis ... Need simple business forecasting? Excel / Sheets” GPT-5.4 mini · Financial modeling · comparative prompt · first choice
“If you're just getting started, this is often the right baseline before adding a specialized tool.” GLM 4.7 FlashX · FP&A platforms · budget prompt · alternative
“I'd suggest starting with Excel or Google Sheets if your needs are simple” MiniMax M2.5 · FP&A platforms · budget prompt · alternative
“(Free): Still viable for basics (many reviews recommend starting here)” Grok 4.1 Fast · FP&A platforms · budget prompt · alternative
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.
“Avoid Spreadsheets Eventually: While Excel/Google Sheets are "free," they become inefficient and error-prone” Qwen 3.7 Flash · Cash flow forecasting · budget prompt · hard negative
“remains the #1 trap... treat that as your biggest risk to mitigate — not a tool to keep.” DeepSeek V4 Flash · Cash flow forecasting · negative prompt · hard negative
“relying on Excel/Google Sheets for close management is widely recognized as problematic” Kimi K2 · Financial close manageme · negative prompt · hard negative
“they are the number-one "tool" to move away from as complexity grows” Gemini 3.5 Flash · Cash flow forecasting · 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 32 of the 39 answers that named Excel/Google Sheets and are not a share of its labels.
No domain is on file for Excel/Google Sheets, so its own site is not marked.
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 Excel/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 Excel/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 the vendor's own domain 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.