Proof of Usefulness Report

Valkyrie Trading

Analysis completed on 2/18/2026

+173
Proof of Usefulness Score
Gaining Momentum

Valkyrie Trading is a legitimate, established proprietary trading firm in Chicago (est. 2011). However, the submission contains significant inaccuracies and low-quality data. The claim that 'most people have used my product' is false for a prop trading firm, and the reported 'marketcap' of $2.5M is inconsistent with a 350-person organization. While the entity itself has high potential utility and innovation in HFT, the submission fails to provide verifiable evidence, resulting in a heavily penalized score.

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Score Breakdown

Real World Utility+25.0
Audience Reach Impact+10.0
Technical Innovation+25.0
Evidence Of Traction+5.0
Market Timing Relevance+50.0
Functional Completeness+5.0
Subtotal+120
Usefulness Multiplierx1.44
Final Score+173

Project Details

Description
Valkyrie Trading, LLC was formed in Chicago in 2011 with the intent of embracing trading opportunities and technology in a modern marketplace. Positioned in the heart of the derivatives trading capital of the world, our firm is dedicated to tackling the complex and practical challenges offered by today’s dynamic financial markets by building high-performance automated trading systems.

Algorithm Insights

Market Position
Growing utility with room for optimization
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