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LLMPrice 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.

LLMPrice compared with AstraEye Labs
DetailLLMPrice logo LLMPrice AstraEye Labs
What it doesCompare 500+ LLM API prices across direct APIs and endpoints, calculate monthly costs AI-driven research for crypto and U.S. equities with licensed market data and transparent methodology
StageNot given Not given
FoundedNot given Not given
Based inNot given 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
  • Compare 500 price listings across 383 model identities
  • Monthly workload cost calculator with caching and batch billing
  • Source-labeled pricing from direct APIs and endpoints
  • Find cheaper model alternatives with technical requirements filter
  • Compare up to four models side-by-side with same workload
  • Endpoint preference options: direct API, Groq, Together AI, Cerebras, OpenRouter
  • Model creator filtering across 58 creators
  • Price history and daily updates
  • Model pages with capabilities and source-backed details
  • 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
  • Source-labeled pricing prevents hidden markup by identifying direct vs third-party prices
  • Independent and unaffiliated with OpenAI, Anthropic, Google, or other providers
  • Automated updates validated before publication to ensure data accuracy
  • Normalizes prices into consistent per-one-million-token format for fair comparison
  • Separate display of direct prices from third-party endpoint pricing
  • 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)Not checked yet no change since last check2 +2 (up) since last check
Trust Flow (Majestic)30
Citation Flow (Majestic)209
Referring domains (Majestic)56

4 details filled in for both companies.

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