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Subnet 41

Sportstensor

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Recycled (24h)
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ABOUT

What exactly does it do?

Welcome to Sportstensor, where they blend advanced technology with sports analytics. They’re at the forefront of developing the most accurate decentralized sports prediction algorithms, driven by the Bittensor network. Their subnet addresses the challenges of sourcing high-quality data, analyzing complex datasets, and accessing advanced machine learning models.

While traditionally, the most accurate sports prediction models have been proprietary and isolated, they’re reshaping the field through the collaborative strength of decentralization. Sportstensor’s mission is clear and ambitious: to create the most comprehensive and accurate predictive models for major sports leagues. This effort goes beyond just making predictions; it aims to deliver profound and precise insights for every query, whether from dedicated fans, strategic coaches, or driven teams.

Welcome to Sportstensor, where they blend advanced technology with sports analytics. They’re at the forefront of developing the most accurate decentralized sports prediction algorithms, driven by the Bittensor network. Their subnet addresses the challenges of sourcing high-quality data, analyzing complex datasets, and accessing advanced machine learning models.

While traditionally, the most accurate sports prediction models have been proprietary and isolated, they’re reshaping the field through the collaborative strength of decentralization. Sportstensor’s mission is clear and ambitious: to create the most comprehensive and accurate predictive models for major sports leagues. This effort goes beyond just making predictions; it aims to deliver profound and precise insights for every query, whether from dedicated fans, strategic coaches, or driven teams.

PURPOSE

What exactly is the 'product/build'?

Sportstensor is driven by the belief that combining advanced AI with sports can revolutionize the entire sports ecosystem. Their vision is grounded in several core principles:

Improving Decision-Making: Sportstensor provides teams, coaches, and players with highly accurate predictive models, enabling them to make informed decisions that can greatly influence performance and strategy.

Enhancing Fan Engagement: Their technology lets fans delve deeper into their favorite sports, offering insights that enrich the viewing experience and ignite greater passion for the game, transforming how sports are enjoyed and understood.

Democratizing Analytics: While sophisticated analytics tools have historically been reserved for high-budget teams, Sportstensor’s decentralized approach breaks down these barriers. This makes top-tier predictions accessible to a wider audience, including smaller teams and individual sports professionals.

Creating Economic Opportunities: By challenging the dominance of major players in the sports analytics industry, Sportstensor’s decentralized model opens new opportunities for talented individuals to contribute to and benefit from the sports analytics revolution, fostering a more diverse and innovative field.

As the sports world adopts data-driven strategies, Sportstensor leads the way by providing unparalleled access to advanced, decentralized AI. They are making sports analytics accessible not just to major leagues, but to smaller teams, individual analysts, and enthusiastic fans.

Currently, the platform includes Major League Soccer (MLS) and Major League Baseball (MLB), with plans to expand to the NFL, NBA, and NHL. Their analytics leverage extensive historical data and advanced AI models for high accuracy. However, sports are inherently unpredictable, so while they aim for the highest precision, some variability is always present. Their platform is user-friendly and designed for everyone. Whether you’re a coach or a sports enthusiast, you’ll find it easy to use and beneficial.

Open Source Model Development
Sportstensor develops and refines base models for various sports, available on HuggingFace for miners to enhance.

Advanced Sports Analytics
Provides strategic planning and performance analysis with predictions based on both historical and real-time data.

Performance-Based Incentives
Offers rewards for sourcing comprehensive datasets and developing high-performance predictive models.

User-Friendly Integration
Features an intuitive front-end app for easy access to miner predictions.

Scalable Improvement
Includes a dashboard for monitoring miner rankings and accuracy, encouraging continuous model enhancement.

Miner and Validator Roles:

Miner
Receives specific requests from Validators, analyzes relevant sports data, predicts outcomes, and submits predictions for validation.

Validator
Collects and verifies predictions from Miners against actual match results, logging outcomes for auditing and system improvement.

Sportstensor is driven by the belief that combining advanced AI with sports can revolutionize the entire sports ecosystem. Their vision is grounded in several core principles:

Improving Decision-Making: Sportstensor provides teams, coaches, and players with highly accurate predictive models, enabling them to make informed decisions that can greatly influence performance and strategy.

Enhancing Fan Engagement: Their technology lets fans delve deeper into their favorite sports, offering insights that enrich the viewing experience and ignite greater passion for the game, transforming how sports are enjoyed and understood.

Democratizing Analytics: While sophisticated analytics tools have historically been reserved for high-budget teams, Sportstensor’s decentralized approach breaks down these barriers. This makes top-tier predictions accessible to a wider audience, including smaller teams and individual sports professionals.

Creating Economic Opportunities: By challenging the dominance of major players in the sports analytics industry, Sportstensor’s decentralized model opens new opportunities for talented individuals to contribute to and benefit from the sports analytics revolution, fostering a more diverse and innovative field.

As the sports world adopts data-driven strategies, Sportstensor leads the way by providing unparalleled access to advanced, decentralized AI. They are making sports analytics accessible not just to major leagues, but to smaller teams, individual analysts, and enthusiastic fans.

Currently, the platform includes Major League Soccer (MLS) and Major League Baseball (MLB), with plans to expand to the NFL, NBA, and NHL. Their analytics leverage extensive historical data and advanced AI models for high accuracy. However, sports are inherently unpredictable, so while they aim for the highest precision, some variability is always present. Their platform is user-friendly and designed for everyone. Whether you’re a coach or a sports enthusiast, you’ll find it easy to use and beneficial.

Open Source Model Development
Sportstensor develops and refines base models for various sports, available on HuggingFace for miners to enhance.

Advanced Sports Analytics
Provides strategic planning and performance analysis with predictions based on both historical and real-time data.

Performance-Based Incentives
Offers rewards for sourcing comprehensive datasets and developing high-performance predictive models.

User-Friendly Integration
Features an intuitive front-end app for easy access to miner predictions.

Scalable Improvement
Includes a dashboard for monitoring miner rankings and accuracy, encouraging continuous model enhancement.

Miner and Validator Roles:

Miner
Receives specific requests from Validators, analyzes relevant sports data, predicts outcomes, and submits predictions for validation.

Validator
Collects and verifies predictions from Miners against actual match results, logging outcomes for auditing and system improvement.

WHO

Team Info

Awaiting Details

Awaiting Details

FUTURE

Roadmap

Phase 1: Foundation (Q3 2024)

  • Launch on testnet (172)
  • Develop baseline models for soccer (MLS) and baseball (MLB)
  • Launch website (sportstensor.com)
  • Initiate marketing to build brand awareness and interest

Phase 2: Expansion (Q4 2024)

  • Launch front-end application
  • Introduce advanced prediction queries and validation metrics
  • Form collaborations and partnerships with complementary companies and subnets
  • Build a proprietary database for miners
  • Achieve competitive baseline prediction accuracy
  • Develop a proprietary LLM chatbot linked to miner predictions
  • Monetize predictions through the front-end

Phase 3: Refinement (Q1 2025)

  • Expand marketing and sales efforts
  • Further develop baseline models
  • Add basketball and NFL coverage for year-round sports predictions
  • Explore niche sports like eSports and UFC
  • Monetize API access to predictions and proprietary database

Phase 1: Foundation (Q3 2024)

  • Launch on testnet (172)
  • Develop baseline models for soccer (MLS) and baseball (MLB)
  • Launch website (sportstensor.com)
  • Initiate marketing to build brand awareness and interest

Phase 2: Expansion (Q4 2024)

  • Launch front-end application
  • Introduce advanced prediction queries and validation metrics
  • Form collaborations and partnerships with complementary companies and subnets
  • Build a proprietary database for miners
  • Achieve competitive baseline prediction accuracy
  • Develop a proprietary LLM chatbot linked to miner predictions
  • Monetize predictions through the front-end

Phase 3: Refinement (Q1 2025)

  • Expand marketing and sales efforts
  • Further develop baseline models
  • Add basketball and NFL coverage for year-round sports predictions
  • Explore niche sports like eSports and UFC
  • Monetize API access to predictions and proprietary database

NEWS

Announcements

MORE INFO

Useful Links