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unify vs Vaaya

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

unify compared with Vaaya
Detailunify logo unifyVaaya logo Vaaya
What it doesModels that keep learning Credit infrastructure for AI agents
StageNot given Not given
FoundedNot given Not given
Based inUS US
Pricing modelNot given Freemium
PricingNot given Welcome credit: $2 (personal) or $10 (Instinct). Prepaid packs: $14, $40, or $60 USD. Pay-per-call pricing varies by service: from <0.1¢ for LLM answers, ~1¢ for web search and scraping, 10-30¢ for deep research, from 5¢ for lead enrichment, 25¢ for company signals, from 33¢ for image and media gene
Key features
  • Continuous model training from user interactions
  • Automatic quality improvement
  • Reduced latency and cost over time
  • User-owned learning flywheel
  • Buy and hold tokenized stocks at 100% loan-to-value
  • Access hundreds of services via single balance
  • Per-call price disclosure before execution
  • MCP, TypeScript SDK, and Python SDK integration
  • Per-agent spending limits and controls
  • GitHub-based credit line with scoring
  • Access to LLMs, search, scraping, compute, storage, and media services
  • Holdings remain invested while credit is used
  • Weekly or on-demand billing via card on file
What makes it different
  • Models learn inside the harness rather than remaining frozen
  • Eliminates the limitation of frozen models with notepads
  • First credit line backed by tokenized stock holdings at 1:1 LTV
  • One unified balance for all agent services and payments
  • No subscription or monthly minimum; pure pay-per-call model
  • Price transparency with exact cost shown before each call
  • Holdings never automatically sold; credit is separate repayment obligation
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)56 no change since last check11 no change since last check
Trust Flow (Majestic)263
Citation Flow (Majestic)3742
Referring domains (Majestic)610210

4 details filled in for both companies.

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