Abacum is an FP&A platform for finance teams, aimed at CFOs, that covers financial planning, forecasting, consolidation, reporting and scenario planning · abacum.ai ↗
The standing depends on who is buying. Every model is asked the same questions for each company size.
Cube is first at 24%.
Pigment is first at 19%. 1 of 14 models made it the first choice when asked directly.
Anaplan is first at 49%.
“I'd generally recommend Abacum or Datarails, depending on how your finance team works.”GPT-5.4 mini · Paraphrase question · first choice
“Best for Modern B2B SaaS & Tech Scaleups: Mosaic or Abacum”Gemini 3.5 Flash · Direct question · first choice
“I recommend Abacum as the top choice for investor reporting.”Grok 4.20 · Paraphrase question · first choice
“Abacum is the stronger recommendation”DeepSeek V4 Flash · Paraphrase question · first choice
“move planning into a proprietary interface, which buys standardization at the cost of rebuilding models and retraining the team”Muse Glimmer 30B · Negative question · warning
The products named in the same answers as Abacum, over the 62 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 35 | 3 | View → | |
| 34 | 8 | View → | |
| 31 | 1 | View → | |
| 26 | 3 | View → | |
| 26 | 1 | View → | |
| 23 | 1 | View → | |
| 18 | 4 | View → | |
| 14 | 2 | View → | |
| 13 | 1 | View → | |
| 13 | 0 | View → |
A side-by-side page exists where both products are among a category's top eight.
Stated on Abacum's own site, not checked by Gane.
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 →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 60 of the 62 answers that named Abacum and are not a share of its labels.
148 of the 171 domain citations in answers naming Abacum came from a third party's page.
Pages are listed as the models cited them.
| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-5.4 mini | 1 | 1 | 0 | 0 | 2 |
| Gemini 3.5 Flash | 1 | 2 | 0 | 0 | 3 |
| Perplexity Sonar | 0 | 1 | 0 | 0 | 1 |
| Grok 4.20 | 1 | 0 | 4 | 0 | 5 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 1 | 0 | 1 | 0 | 2 |
| Llama 4 Maverick | 0 | 1 | 0 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 1 | 1 | 0 | 2 |
| Kimi K2 | 0 | 0 | 2 | 0 | 2 |
| GLM 4.7 FlashX | 0 | 0 | 2 | 0 | 2 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 1 | 0 | 0 | 1 |
| Muse Glimmer 30B | 0 | 2 | 1 | 1 | 4 |
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 325 | 28 | 2026-09-29 | ||
| Glossary or explainer | 140 | 78 | 2026-09-29 | ||
| Webinar or virtual event | 51 | 29 | 2026-09-29 | ||
| News or press | 48 | 26 | 2026-09-29 | ||
| Case study | 29 | 0 | 2026-06-11 | ||
| Report or ebook | 20 | 18 | 2026-09-29 | ||
| Template or tool | 20 | 17 | 2026-09-29 | ||
| Comparison | 18 | 7 | 2026-09-29 | ||
| Podcast or video | 8 | 7 | 2026-09-29 | ||
| Conference or event | 7 | 5 | 2026-09-29 |
Every page abacum.ai 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.