Proof of Usefulness Report

AlphaLab Capital

Analysis completed on 1/9/2026

+752
Proof of Usefulness Score
Unicorn Utility

AlphaLab Capital (rebranded as Caladan) is a verified, major quantitative trading firm and market maker in the cryptocurrency space, operating since 2017 with approximately 80 employees. External search confirms the claimed trading volume of ~$2B daily (over $50B annually), positioning it as a top-tier entity with massive financial traction. However, the submission itself suffers from significant inaccuracies (e.g., claiming audience reach is 'everyone' and listing 'construction' as a technology), which indicates a low-effort entry despite the high-quality underlying project. The score reflects the exceptional verified traction and technical depth, heavily penalized in the response quality section.

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Score Breakdown

Real World Utility+212
Audience Reach Impact+170
Technical Innovation+135
Evidence Of Traction+285
Market Timing Relevance+80
Functional Completeness+2
Subtotal+885
Usefulness Multiplierx0.85
Final Score+752

Project Details

Project URL
alphalab.capital
Description
AlphaLab Capital Group is a technology-driven trading group that transacts over $2B daily in cryptoassets on 40+ exchanges, both centralized and decentralized. Since 2017, we have consistently generated exceptional returns (aka alpha). We were one of the first movers in quantitative trading on the blockchain, and today we operate thousands of algorithms 24/7 on a globally distributed network of trading servers. \n\nWe see blockchain as the foundational technology of our generation. Just as ship-building innovations in the 1450s launched the Age of Exploration or TCP/IP in the 1970s launched the internet as we know it, blockchain now opens up new worlds of possibility. Much of the infrastructure, applications, and software that we will all take for granted in a few decades are only glimmers in someone’s imagination today. We founded AlphaLab because there is huge potential in building that future. It’s also going to be a lot of fun.
Audience Reach
everyone
Target Users
everyone
Technologies
Blockchain, Construction, Decentralization
Traction Evidence
most people have used my product

Algorithm Insights

Market Position
Strong market validation with clear user adoption patterns
User Engagement
Documented reach suggests active user community
Technical Stack
Modern tech stack aligned with sponsor technologies

Recommendations to Increase Usefulness Score

Document User Growth

Provide specific metrics on user acquisition and retention rates

Showcase Revenue Model

Detail sustainable monetization strategy and current revenue streams

Expand Evidence Base

Include testimonials, case studies, and third-party validation

Technical Roadmap

Share development milestones and feature completion timeline