Macabacus vs Commabot vs Shortcut vs Fefi

Which one fits you in 2026? Traffic, pricing, input → output, tasks and community side by side.

Your tool
Macabacus
vs
Competitor 1
Commabot
Competitor 2
Shortcut
Competitor 3
Fefi
Compare
4 tools · best value per row highlighted
Your tool Macabacus
macabacus.com
An investment banking analyst builds a valuation model in Excel with dozens of assumptions scattered across worksheets
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Competitor Commabot
commabot.com
A sales manager gets Monday's revenue spreadsheet with 50,000 rows
Make main Remove
Competitor Shortcut
shortcut.ai
Shortcut is an AI agent for Excel that builds and edits spreadsheets and financial models.
Make main Remove
Competitor Fefi
fefi.ai
You can start querying financial data within minutes
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
134.9Kvisits/mo
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MoM change
▼ 5.1%
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▼ 59.5%
6-month growth
-27.9%
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Global rank web
#316,413
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Avg. last 3 months
137.9K
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26
Bounce rate lower is better
45%
0%
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0%
Pages / visit
2.0
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Visit duration
46s
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Traffic sources
● Direct 75% · ● Referral 17%
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MacabacusCommabotShortcutFefi
049.8K99.6K149.4K199.3KMacabacus · 152.5KMacabacus · 199.3KMacabacus · 187.2KMacabacus · 184.9KMacabacus · 148.5KMacabacus · 136.6KMacabacus · 142.1KMacabacus · 134.9KFefi · 815Fefi · 518Fefi · 195Fefi · 79101001K10K100K1MMacabacus · 152.5KMacabacus · 199.3KMacabacus · 187.2KMacabacus · 184.9KMacabacus · 148.5KMacabacus · 136.6KMacabacus · 142.1KMacabacus · 134.9KFefi · 815Fefi · 518Fefi · 195Fefi · 79Nov '25DecJan '26FebMarAprMayJunJul
Pricing
Model
Freemium
Freemium
Freemium
Free
Starting price
$16.67per month
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$100per month · free tier available
Free
Free tier
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Free trial
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API access
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Plans
Basic $200/yrProfessional $360/yrEnterprise Custom
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Free FreePro $100/moTeams $320/moEnterprise Custom
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Capabilities input → output
Input
DataDocumentsText
DataText
DataDocumentsText
Text
Output
CodeText
DataText
Data
DataText
Skill level
Intermediate
Intermediate
Intermediate
Intermediate
Categories
Productivity & OfficeResearch & AnalyticsAI For FinanceAI Spreadsheet
Productivity & OfficeResearch & AnalyticsAI For Data AnalyticsAI Spreadsheet
Productivity & OfficeResearch & AnalyticsAI For Data AnalyticsAI For Finance+1 more
Research & AnalyticsAI For FinanceAI Investing
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
9
9
8
10
Spreadsheets
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Financial modeling
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Excel
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Excel automation
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Excel formulas
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Finance
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CSV file q a
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Data analysis
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Financial analysis
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Financial research
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Formulas
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Sec filings analysis
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Agents
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Charts
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Data charts
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Data processing
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Financial data extraction
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Financial markets q a
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Data visualization
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Financial document analysis
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Google sheets assistance
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Investment research
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PowerPoint presentations
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Presentations
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Sales data analytics
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Stock discovery
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Stock market news
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Survey analysis
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Trading algorithms
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
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Saves
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Reviews
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Prompts
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Verified listing
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Traffic figures are third-party estimates for the tool's own domain; tools sharing a domain with a bigger product are not counted. Pricing is captured from each tool's site and may lag.