Bruin Sports Analytics

What Bruin Sports Analytics does

Bruin Sports Analytics is a student-run sports data science organization founded in 2017 and based at UCLA in Los Angeles, California. It operates through three core teams: a Data Journalism team that publishes monthly analytical articles, a Research team that executes quarter-long in-depth statistical projects, and a Consulting team that partners with external sports organizations. A specialized Baseball Consulting vertical is also maintained. The organization's analytical output spans NBA, NFL, MLB, golf, tennis, soccer, volleyball, gymnastics, and NWSL, applying techniques including linear and logistic regression, LASSO, PCA, K-means clustering, and Cosine Similarity to sports performance, player comparison, draft prediction, injury modeling, and play-calling analysis.

The organization does not operate a commercial revenue model. Content, research, and consulting deliverables are distributed free of charge through a public website and blog, with social presence on LinkedIn and Instagram. There is no disclosed external funding, no investor backing, no parent company, and no ownership structure beyond student leadership. Customer-facing activity takes two forms: educational programming for UCLA students and pro bono / unpaid consulting deliverables for partnered sports organizations. Industry speaker events are also hosted to expose members to the sports analytics field.

From an investment standpoint, the entity does not currently function as a commercial venture. Its assets are primarily intangible — a content archive, a recurring student talent pipeline through UCLA, and brand association with the UCLA athletics ecosystem — but no monetization mechanism is in place. The stated headcount band of 11–50 reflects volunteer student membership rather than paid employees. Any future investment thesis would depend on the organization converting its current pipeline into a paid consulting or productized offering, which is not evidenced in the source material.

Name

Bruin Sports Analytics

Legal name

Bruin Sports Analytics

Website

https://bruinsportsanalytics.com

Company type

Private

Founded year

2017

Operating status

Operating

Headcount range

11–50 employees

Short description

Bruin Sports Analytics is a UCLA student-run sports data science organization founded in 2017 that produces free monthly data journalism articles, quarter-long statistical research projects, and pro bono consulting deliverables for sports organizations across multiple sports.

Ownership category

akta.pro rank

Product category

Sports Analytics Services

NAICS

Sports and Recreation Instruction (611620), Other Spectator Sports (711219)

SIC

Miscellaneous Publishing (2741), Services-Miscellaneous Amusement & Recreation (7990)

akta.pro primary industry

Sports Data, Analytics & CRM Services (Fan Data, Insights, Audience Development) (MPAKAKAO)

akta.pro secondary industries

Athletics Marketing, Communications & Fan Engagement (EDALAIAM), Sports Public Relations, Communications & Reputation Management (MPAKAKAE), Sports Business Consulting & Advisory (Strategy, Valuation, Due Diligence) (MPAKAKAL)

Keywords

• Sports analytics
• Data journalism
• Sports consulting
• Predictive modeling
• Statistical research

Headquarters

HQ city

Los Angeles

HQ country

United States

HQ region

North America

Offices1 record

Markets served

GTM type

B2B

Offering type

Services

Cost components

Personnel, Operations, Marketing or Sales, Technology or R&D

Revenue model

1. Student Organization: Bruin Sports Analytics operates as a non-profit student-run club at UCLA without a commercial revenue model. The organization provides platforms for sports research, journalism, and consulting services.

Go-to-market motion1 record

Distribution channels1 record

Marketing channels5 records

Core offering

Bruin Sports Analytics is a student-run sports data science organization at UCLA that produces sports analytics content through three core teams: a Data Journalism team publishing monthly statistical articles, a Research team conducting quarter-long in-depth analytical projects, and a Consulting team that partners with sports organizations to deliver data-driven analytical solutions. The organization also offers a specialized Baseball Consulting service and hosts industry speaker events.

Product overview

Bruin Sports Analytics is a student-run sports data science organization at UCLA, founded in 2017, serving as a platform for sports research, journalism, and consulting. The organization operates through three core teams: a Data Journalism team producing monthly articles on sports analytics topics, a Research team conducting quarter-long in-depth statistical analysis projects, and a Consulting team partnering with sports organizations. The portfolio includes specialized Baseball Consulting services. The organization also hosts speaker events featuring professionals from the sports analytics industry.

Differentiator

Problem solved

Functional benefit

Products and services

• Data Journalism Monthly articles exploring the current sports atmosphere across basketball, football, tennis, golf, volleyball, soccer, and other sports through statistical analysis and data visualization. Targeted at sports analytics enthusiasts, students, and the broader sports community.
• Research Quarter-long in-depth statistical analysis projects on sports topics using advanced analytics methodologies including regression modeling, clustering, and machine learning techniques. Published as research papers for the broader sports analytics community.
• Consulting Partnership services with sports organizations producing innovative, high-quality analytical deliverables and data-driven insights. Targeted at professional and collegiate sports organizations seeking external analytics capabilities.
• Baseball Consulting Specialized consulting services focused on baseball analytics, providing statistical analysis and performance insights specific to baseball organizations and teams. Targeted at baseball-focused sports organizations.

Quantifiable outcome

• Produced monthly data journalism articles exploring current sports topics
• +1 more outcomes

Segments2 records

Ideal customer profiles2 records

Technology focussed No

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

AI capability13 records

Feature10 records

Scale indicators1 record

Recent moves4 records

Expansion highlights3 records

Broad incumbents

• Stats Perform: Established commercial sports data and AI analytics provider supplying official data feeds, predictive models, and consulting. Comparable category - sports data journalism, predictive analytics, and team consultation - but at vastly greater scale and with monetization across leagues.
• Second Spectrum: Commercial sports AI company providing tracking, analytics, and consulting to NBA, Premier League, and other leagues. Adjacent to BSA's consulting and machine-learning work, though operating at professional scale with paid engagements.
• Catapult Sports: Commercial athlete performance analytics firm serving professional teams and leagues globally. Comparable in sports analytics subject matter, but a paid commercial operator with athlete tracking hardware, software platforms, and recurring contracts.

Direct peers

• Wharton Sports Analytics Group: Penn student-led organization publishing sports analytics research across leagues. Direct peer: comparable structure, deliverable mix of articles and consulting projects, and reliance on a top-tier university brand.
• UNC Sports Analytics Lab: Student and faculty-affiliated analytics organization at UNC applying quantitative methods to basketball and college sports. Comparable as a campus-based sports analytics group producing research deliverables and engagement with sports organizations.
• MIT Sloan Sports Analytics Society: Student organization at MIT focused on sports analytics research and the annual Sloan Sports Analytics Conference. Direct peer: comparable student-led research output and consultation across major North American sports leagues, anchored at a peer institution.
• Harvard Sports Analytics Group: Student-run sports analytics organization at Harvard that produces research, data journalism, and consulting projects. Directly comparable in structure, mission, and outputs, and operates in the same crowded student-club niche as Bruin Sports Analytics.
• Princeton Undergraduate Sports Analytics: Princeton student-run group producing sports analytics research and consulting work. Closely comparable in scale, university-club structure, and analytical methodology applied to NBA, NFL, and MLB topics.

Market position

Strengths4 records

Weaknesses4 records

Competitive moat2 records

Key risks5 records

Key highlights6 records

Customer concentration

• LinkedInlinkedin.com/company/bruin-sports-analytics
• Instagraminstagram.com/bruinsportsanalytics
• Xx.com/bruinanalytics
• Facebookfacebook.com/bruinsportsanalytics

Revenue estimate

Valuation estimate

Number of profiles

Funding overview

Funding rounds

Investors

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Bruin Sports Analytics