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AI//COST vs AstraEye Labs

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

AI//COST compared with AstraEye Labs
DetailAI//COST logo AI//COST AstraEye Labs
What it doesIndependent pricing intelligence for LLM APIs across every major AI model AI-driven research for crypto and U.S. equities with licensed market data and transparent methodology
StageStartup Not given
Founded2026 Not given
Based inGB US
Pricing modelFree Freemium
PricingNot given Freelancer: $0/mo (500 credits at sign-up, up to 1,000 once you verify); Space Analyst: $19/mo (1,500 credits/month); Galactic Merchant: $39/mo (4,000 credits/month); Interstellar Financier: $79/mo (10,000 credits/month); Patron of Science: $199/mo (30,000 credits/month)
Key features
  • 340 LLM models tracked across 35 providers
  • Manual vendor-canonical price verification with dated timestamps
  • Per-model pricing hubs with input, output, and cached-input rates
  • AI agent cost analysis and pricing
  • Public correction log and transparent methodology
  • Blended effective cost calculation with configurable cache hit rates
  • Technical analysis examining price, volume, momentum, trend and volatility
  • Fundamental analysis of tokenomics, protocol revenue and equity financials
  • News and sentiment analysis across markets
  • On-chain data analysis and whale activity tracking
  • Derivatives and volatility research with options analysis
  • Portfolio tracking with account and wallet connections
  • SAGE research assistant with plain-language summaries
  • Educational classroom features with gradebook and tests
What makes it different
  • Every number manually verified against vendor canonical pricing pages, never scraped or automated
  • All prices dated and linked to the exact source URL checked
  • Founder-verified editorial with published transparency on methodology and corrections
  • Independent operator with no silent edits and public corrections log
  • Every figure is computed from licensed market data and traceable to its source
  • Deterministic methods that return the same result every time for reproducibility
  • Transparent confidence levels and stated limitations on every report
  • User maintains full control with no money management or trade execution by the platform
  • AI integrates into existing assistants like ChatGPT rather than requiring a separate tool
Community votes00
DR (Domain Rating by Ahrefs)26 +1 (up) since last check2 +2 (up) since last check
Trust Flow (Majestic)140
Citation Flow (Majestic)329
Referring domains (Majestic)1116

5 details filled in for both companies.

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