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Side-by-side comparison · Legal, Finance & HR

Booke AI vs Eightfold vs Rogo

Everything that matters when choosing between them, in one place: our rating, what each can do, what they cost, and the trade-offs.

Booke AI

3.8

From $129/business/mo

Eightfold

3.6

Free to start

Rogo

3.8

Free to start

Comparing 3 tools, the maximum.

At a glance

Best valueEasiest to use

Pick it if: Bookkeepers and accounting firms managing many small-business clients on Xero or QuickBooks Online.

Pick it if: Large employers and HR teams that want skills-based matching across hiring, internal mobility and workforce planning.

Rogo3.8

Pick it if: Investment banks, private equity firms and investment teams that produce research, models and pitch materials.

Overview

AttributeBooke AIEightfoldRogo
In one lineAI bookkeeper that sorts your bank transactions in Xero and QuickBooks.Matches people to jobs by skills, for hiring, internal moves and workforce planning.AI analyst for bankers and investors: research, models, memos and decks.
Pricing modelPaidPaidPaid
Starting price$129/business/moSee websiteSee website
Free plan No No No
Works with Claude Code No Yes No

Rating breakdown

Our scores out of 5. The higher bar in each row is highlighted.

AttributeBooke AIEightfoldRogo
Overall rating3.83.63.8
Ease of useHow quickly someone non-technical gets value from it.
4.5
3.5
4.0
FeaturesHow completely it covers its own job, and how well the pieces fit together.
3.5
4.5
4.5
Output qualityHow good the results are before you fix them.
3.5
3.5
4.0
Value for moneyWhat you get for the price, including the free plan.
3.5
3.0
2.5
Speed & reliabilityHow fast it is and how often it falls over.
4.0
3.5
4.0

Feature comparison

A tick means it does this today. A dash means we haven't checked.

AttributeBooke AIEightfoldRogo
Access & platform
Free plan No No No
Mobile app–––
Desktop app–––
Browser extension–––
API access– Yes–
Teams & business
Team workspace Yes Yes Yes
Enterprise plan or SSO– Yes Yes
Connects to other apps Yes Yes Yes
Open source or self-hosted No No No
AI abilities
Works with your files Yes– Yes
Understands images–––
Makes images No No No
Makes video No No No
Writes code–––
Runs agents or automations Yes Yes Yes
Learns your brand or style–––
Works in many languages– Yes–
Capabilities score4/ 176/ 175/ 17

Pricing

Plans as listed on each vendor's site when we last checked. Confirm before you buy.

AttributeBooke AIEightfoldRogo
Plans

AI Bookkeeper (Business)Our pick

$129/business/mo

A single business doing its own books.

EnterpriseOur pick

Custom

Large employers and public sector bodies.

EnterpriseOur pick

Custom

Banks, funds and investment firms.

AI Bookkeeper (Accounting Firms)

Custom

Firms managing many client files.

Which plan to pickA single business should weigh US$129 a month against the AI matching already built into Xero or QuickBooks. Bookkeeping firms should ask for the firm pricing, which is set per firm and adds multi-client management.Pricing is by quote. Start with the module that solves your biggest problem (usually talent acquisition), and ask for the bias audit results and how candidate scores are disclosed.There is one route in: talk to sales. Ask how usage credits work per project and what data licences you need to bring yourself.

Key features

AttributeBooke AIEightfoldRogo
Standout features
  • Transaction categorisation
  • Document matching and OCR
  • Client requests
  • Rules and exception review
  • White-label for firms
  • Talent matching
  • Candidate rediscovery
  • AI Interviewer
  • Talent management
  • Workforce planning
  • Research with financial data
  • Agents
  • Office add-ins
  • Intelligence
  • Watchtower

Pros and cons

AttributeBooke AIEightfoldRogo
Pros
  • Simple to set up and use, according to Xero App Store reviews
  • Handles both coding and chasing clients for receipts
  • White-label portal for accounting firms
  • Published price for a single business
  • One skills view across hiring, internal mobility and planning
  • Finds good candidates already in your database
  • Published bias audits and strong security certifications
  • Used by large companies and governments
  • Built around banker deliverables, not just chat answers
  • Combines licensed financial data with the firm's own files
  • Works inside Excel, PowerPoint and Word
  • Strong security certifications for regulated firms
Cons
  • Only works with Xero, QuickBooks Online and Zoho Books
  • US$129 a month per business is steep for sole traders
  • No free plan, and trial terms aren't clear on the site
  • Categorisation still needs a bookkeeper's review on unusual items
  • Big implementation project with a rough setup, by reviewers' accounts
  • Reporting is limited and match scores don't always rank the best people first
  • 2026 lawsuit over undisclosed applicant scores (Eightfold disputes it)
  • No public pricing; enterprise budgets only
  • Enterprise only, with no public pricing or trial
  • Few independent user reviews to judge it by
  • Models and figures still need an analyst to check them

Who each one is for

AttributeBooke AIEightfoldRogo
Best for
  • Categorising bank feed transactions
  • Chasing clients for missing receipts
  • Bookkeeping firms with many small clients
  • Xero and QuickBooks Online users
  • Matching applicants to roles by skills
  • Rediscovering past applicants in your database
  • Internal mobility and career paths
  • Workforce and skills planning
  • Company and market research for deals
  • Comparable company tables and models
  • Drafting pitch pages and investment memos
  • Searching the firm's own deal history
You'll find it used by
  • Bookkeepers
  • Accounting firms
  • Small business owners
  • Talent acquisition teams
  • HR leaders
  • Workforce planners
  • Government agencies
  • Investment bankers
  • Private equity
  • Hedge funds
  • Corporate development teams

Questions people ask

Which is better, Booke AI, Eightfold or Rogo?

They tie on our overall rating (Booke AI 3.8/5, Eightfold 3.6/5 and Rogo 3.8/5). Booke AI is best for categorising bank feed transactions and chasing clients for missing receipts. Eightfold is best for matching applicants to roles by skills and rediscovering past applicants in your database. Rogo is best for company and market research for deals and comparable company tables and models.

Which is cheaper, Booke AI, Eightfold or Rogo?

Booke AI: There's no free plan. Paid plans start at $129/business/mo. Eightfold: Pricing isn't published; check the vendor's site for a quote. Rogo: Pricing isn't published; check the vendor's site for a quote.

Which is easier to use, Booke AI, Eightfold or Rogo?

Booke AI rates highest for ease of use in our scores. Bookkeepers and accounting firms managing many small-business clients on Xero or QuickBooks Online.

How we compare

Ratings are our own, from using each tool, across ease of use, features, output quality, value for money, speed & reliability.

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