Proof of Usefulness Report

Tokamak Solutions

Analysis completed on 1/31/2026

+680
Proof of Usefulness Score
Category Standard

The submission describes Tokamak Energy (formerly Tokamak Solutions), a leading UK-based fusion energy company. While the entity is highly verifiable with significant traction ($200M+ funding, world-record spherical tokamak technology), the submission itself contains hallucinations (project name 'StarForge', false claims of 'most people' using the product). The score reflects the immense real-world potential and verified status of the company, heavily penalized by the poor quality and inaccuracies of the specific submission.

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Score Breakdown

Real World Utility+23.75
Audience Reach Impact+15.0
Technical Innovation+14.25
Evidence Of Traction+10.63
Market Timing Relevance+9.0
Functional Completeness+0.25
Subtotal+72.88
Usefulness Multiplierx0.93
Final Score+680

Project Details

Project URL
tokamaksolutions.co.uk
Description
Tokamak Solutions is a company focused on the development and commercialization of fusion energy technologies. Based in the United Kingdom, the company specializes in the design and construction of compact spherical tokamaks, which are devices used to contain and control plasma for the purpose of achieving nuclear fusion. Tokamak Solutions aims to advance the field of fusion energy by creating more efficient and cost-effective solutions, contributing to the global pursuit of clean and sustainable energy sources. Their work involves cutting-edge research and collaboration with scientific institutions to push the boundaries of what is possible in fusion technology.

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