Round 1 Winners!
Proof of Usefulness Report

CapAnalytics

Analysis completed on 3/21/2026

-11
Proof of Usefulness Score
Lab Mode

The project exhibits multiple severe red flags. The claim of an 82% historical accuracy rate in sports betting is statistically implausible and indicative of deceptive marketing. Traction claims such as 'most people have used my product' are demonstrably false. Given the lack of verifiable evidence, exaggerated revenue claims ('all time marketcap: 500000'), and vague audience definitions, the submission is penalized heavily, resulting in a negative score.

Ready to Compete for $150k+ in Prizes?

Move this data into a HackerNoon blog draft to become eligible for your share of $150k+ in cash and software prizes

View All Reports

Score Breakdown

Real World Utility-10
Audience Reach Impact-10
Technical Innovation+20
Evidence Of Traction-20
Market Timing Relevance+20
Functional Completeness-10
Subtotal-10
Usefulness Multiplierx1.1
Final Score-11

Project Details

Project URL
Description
Predictive Sports Algorithm Models Our team uses cutting edge data analysis and machine learning practices to develop in-depth sports betting algorithmic models that have historically shown to be accurate at a rate of 82%. For reference, our models are built in Python and use machine learning modules such as Scikit-Learn, Pandas, TensorFlow etc. Unit Betting Practices As a member, not only are you given access to our model picks, but you are also provided with a unit suggestion for each pick. Our strongest picks are allotted larger units and vice versa. By strictly following our unit betting practices, we can nearly guarantee that you will be able to be profitable over a period of time. Early Action Line Assessment As soon as game lines are released to the public, our models are run on each relevant game in order to identify potential weak lines before they are exposed by sharp bettors. Historically, our earliest picks are out by 8am EST for games that night. Full Customer Service Experience As a member, you are provided direct access to the analytics team. Here, you are free to ask questions about picks and seek clarification on line action around the clock at your convenience. Your are also given access to our exclusive Discord community where you can meet other members and discuss games, picks and results.

Algorithm Insights

Market Position
Early stage requiring focused development
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