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milliseconds.ai vs Shortcut

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

milliseconds.ai compared with Shortcut
Detailmilliseconds.ai logo milliseconds.aiShortcut logo Shortcut
What it doesSmall model. Big decisions. AI agent for Excel automation and financial modeling
StageNot given Startup
FoundedNot given 2024
Based inCA Not given
Pricing modelFreemium Freemium
PricingTest plan: 125 million free input tokens per month with test_sk keys. Production plan: $0.04 per million input tokens with prod_sk keys (no charge for output tokens). Minimum credit bundle of $10 to unlock production access. Free 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
Key features
  • Classification with score distribution and confidence
  • Text and image extraction
  • Yes/no decisions with probability
  • Entity recognition and extraction
  • Field verification against source
  • Multi-level classification (classify-tree)
  • OpenAI SDK compatibility
  • Sentiment or tone rating
  • Question answering with source spans
  • SDK support for TypeScript and Python
  • 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
What makes it different
  • Optimized for bounded decisions with millisecond latency, avoiding slow token-by-token generation
  • Extremely cost-effective at $0.04 per million input tokens with no output token charges
  • 125 million free test tokens monthly with no card required
  • Production-ready with REST API, SDKs, and CLI interfaces
  • Structured responses enable direct application logic without additional parsing
  • 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
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)19 +1 (up) since last check44 no change since last check
Trust Flow (Majestic)2813
Citation Flow (Majestic)3137
Referring domains (Majestic)42413

5 details filled in for both companies.

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