⚡ Powered by ML · 5 prediction targets

Predict Any College Athlete's
NIL Value

Enter sport, position, conference, and social following — get instant predictions for NIL valuation, deal count, tier, transfer portal probability, and draft prospects.

5
Prediction targets
10
Sports covered
87%
Draft accuracy

Athlete Prediction

Free predictions today: 5 / 5
75
Starting lineup athlete
Prediction Results
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How it works
5 predictions from one input
Our gradient boosting models are trained on sport, conference, social following, and performance — returning five stacked outcomes simultaneously.
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NIL Valuation

Annual dollar value of expected NIL deals. Calibrated across sport multipliers, Power-4 vs G5 conference, and social reach.

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Deal Count

Expected number of brand deals in the next 12 months. Modeled as a Poisson regression on the full feature set.

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Athlete Tier

4-tier classification: Superstar ($500K+ NIL), Elite, Rising, Developing. Guides brand targeting and collective prioritization.

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Transfer Portal

Probability the athlete enters the transfer portal. Calibrated with isotonic regression for reliable probability estimates.

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Draft Probability

Probability of being drafted (football, basketball, baseball). AUC 0.93 on holdout. Gated to draft-eligible sports.

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Pro Stage (Pro)

For drafted athletes: first pro contract value, career length prediction, all-star probability, and agent signing likelihood.

Pricing
Simple, transparent
Start free. Upgrade when you need more predictions, pro-stage data, or API access.
Free
$0/forever
For casual exploration
  • 5 predictions per day
  • All 5 amateur prediction targets
  • JSON export
  • No pro-stage outcomes
  • No API access
  • No batch predictions
Try Free
Most Popular
Pro
$29/mo
For agents, coaches & scouts
  • Unlimited predictions
  • All 5 amateur targets
  • Pro-stage predictions (post-draft)
  • Batch CSV upload
  • JSON + CSV export
  • Priority support
API
$99/mo
For developers & platforms
  • Everything in Pro
  • REST API key (nk_...)
  • 100 req/min rate limit
  • Batch up to 500/request
  • /explain endpoint access
  • Webhook delivery

Are you an athlete? Create your free NIL profile.

Get a shareable link with your predicted NIL valuation. Brands and agents can reach you directly — you set your own inquiry fee.

From the Blog
NIL Intelligence
Data-driven analysis of the 2026 NIL market.
2026-07-28 Market
NIL in 2026: How the House Settlement Changed Everything
The $20M+ revenue-sharing floor changed the math on every athlete's valuation — here's how.
2026-07-21 Model
Social Media Reach and NIL Valuations: A Data-Driven Look
Why log-weighting IG + TikTok×0.9 + Twitter×0.4 outperforms raw follower counts as a signal.
2026-07-14 Analysis
NIL by Sport: Gymnastics, Basketball, and Football's Diverging Paths
Gymnastics has the highest social-to-valuation conversion rate of any sport. Here's the full breakdown.
View all posts →
Community
NIL Forum
Ask questions, share deals, and connect with other athletes and scouts.
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For Developers
Simple REST API
One endpoint, JSON in, predictions out. Available on the API plan.
# Predict NIL outcomes for one athlete curl -X POST https://yonehiro.com/NIL/predict \ -H 'X-API-Key: nk_your_key_here' \ -H 'Content-Type: application/json' \ -d '{ "sport": "football", "position": "QB", "conference": "SEC", "year": "JR", "starter": true, "performance_score": 87, "instagram_followers": 250000, "tiktok_followers": 180000, "twitter_followers": 90000 }' # Response { "predictions": [{ "valuation": 187420, "deal_count": 8.3, "tier": 1, "portal_proba": { "True": 0.12, "False": 0.88 }, "drafted_proba": { "True": 0.74, "False": 0.26 } }] }
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