Index › Finance › Products › Abacum · November 2026 Edition
7 categories · Ranked

Abacum

Abacum is an FP&A platform for finance teams, aimed at CFOs, that covers financial planning, forecasting, consolidation, reporting and scenario planning · abacum.ai ↗

#21Best rank (small business)
14/14Models named it
4First choices
4Warnings
November 2026 Edition · all company sizes counted.
Ranked inBoard and investor reporting #8Financial reporting and dashboards #19FP&A platforms #21 small businessCash flow forecasting #30Financial modeling and scenario planning #23Accounting software #33
1 more
AI accounting assistants #66
What AI models recommend in FP&A platforms

Read the same way at every company size.

The standing depends on who is buying. Every model is asked the same questions for each company size.

Why models recommend it

“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

What gives them pause

“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

Also on the shortlist

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.

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

At a glance

Stated on Abacum's own site, not checked by Gane.

For
CFOs
Price stated
Custom pricing — demo available
Starting price
0
Free plan or trial
demo available
Integrations
700
Certifications
SOC 2 Type II, ISO 27001, GDPR
Customers named
RapidSOS, PostHog, Tunnl, Highway, Upvest, Coffman Engineers, Strava, Softonic
Visit abacum.ai ↗

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 Abacum 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 60 of the 62 answers that named Abacum and are not a share of its labels.

Domains cited

getaleph.com24
abacum.aiIts own site23
prophix.com22
cfoshortlist.com19
g2.com19
golimelight.com15
guideflow.com15
datarails.com14
drivetrain.ai10
resources.rework.com10

148 of the 171 domain citations in answers naming Abacum came from a third party's page.

Pages cited

Pages are listed as the models cited them.

By model

How each model answered on Abacum across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.
ModelFirst choiceAlternativeMentionWarningLabels
Claude Haiku 4.500101
GPT-5.4 mini11002
Gemini 3.5 Flash12003
Perplexity Sonar01001
Grok 4.2010405
Mistral Small00000
DeepSeek V4 Flash10102
Llama 4 Maverick01001
Qwen 3.7 Flash01102
Kimi K200202
GLM 4.7 FlashX00202
MiniMax M2.500000
GPT-6 Luna01001
Muse Glimmer 30B02114

What it publishes

Addresses on abacum.ai
950
subdomains included
Content
666
counted in the table below
Documentation
0
Product · Integration
13 · 76
KindPagesLast 90 days2025-10 to 2026-09LatestCategories named
Blog325282026-09-29
Glossary or explainer140782026-09-29
Webinar or virtual event51292026-09-29
News or press48262026-09-29
Case study2902026-06-11
Report or ebook20182026-09-29
Template or tool20172026-09-29
Comparison1872026-09-29
Podcast or video872026-09-29
Conference or event752026-09-29

Most recent

How it is countedHide how it is counted

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.