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Shortcut vs Repowise

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

Shortcut compared with Repowise
DetailShortcut logo ShortcutRepowise logo Repowise
What it doesAI agent for Excel automation and financial modeling Codebase intelligence platform for AI agents and teams
StageStartup Startup
Founded2024 2024
Based inNot given Not given
Pricing modelFreemium Freemium
PricingFree plan with 20 weekly credits. Pro plan: $100/month (billed annually; credits refresh monthly, save $300/year). Teams: $320/month + $100 per seat/month (billed annually). Enterprise: Custom pricing. Individual credits: 1,000 monthly plan credits with Pro. Teams pooled credits: 1,000 monthly team Free: 2 public repos, 10 AI answers/month. Pro: $15/month (moving to $20/month in November, or $16/month yearly), includes private repos, auto-sync on every push, security scanning, $5/month AI credits. Teams: $20/seat/month with 3-seat minimum, includes 25 shared repos, shared $5/seat/month credit
Key features
  • Natural language Excel commands
  • Automatic formula generation
  • LBO model building
  • DCF and 3-statement model creation
  • Excel add-in integration
  • Existing file automation
  • CLI interface for workflows
  • Data tracing to source files
  • Error checking and validation
  • Code health scoring with defect prediction
  • Blast radius and change impact detection
  • Auto-generated documentation rebuilt on every commit
  • Git intelligence: hotspots, owners and coupling detection
  • Architecture and decision tracking
  • MCP tools for Claude Code and Cursor
  • PR bot with change review and test detection
  • Security scanning: CVEs, secrets and reachability
  • Dead code detection and unused exports
  • Change Records with policy enforcement
What makes it different
  • Saves 10-15 hours per week on financial reporting tasks
  • Reduces manual work by up to 70%
  • Costs 38% less than Claude for Excel
  • 76% accuracy on real-world finance tasks
  • Open source under AGPL-3.0, self-hostable with no LLM calls required to build the index
  • Every published benchmark includes sample size, corpus and statistical methods
  • Code health scores trained on years of real commits and defect fixes, with 0.74 AUC prediction accuracy
  • Eliminates need to switch tools: integrates with Claude Code, Cursor, VS Code, GitHub and team dashboards
Free planNot given Not given
Open sourceNot given Not given
PlatformsNot given Not given
Public APINot given Not given
Community votes00
DR (Domain Rating by Ahrefs)44 no change since last check10 no change since last check
Trust Flow (Majestic)138
Citation Flow (Majestic)3734
Referring domains (Majestic)413244

7 details filled in for both companies.

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