Best College sports APIs in 2026

The college sports data APIs developers actually use: who covers it, what it costs to start and what the community says.

How this list is built: Providers that list college sports explicitly, then the strongest multi-sport feeds, ordered by the SportDex Score. SportDex Score explained. No provider pays to be here.

Short answer: The Odds API (83/100), CollegeBasketballData.com (51/100) and CollegeFootballData.com (57/100) lead this list of 15 providers in 2026. Last checked 2026-11-04.

1
1. The Odds API
Odds API
Bookmaker odds for dozens of sports via a simple JSON API, covering moneyline, spreads, totals, outrights and some player props, plus scores and historical snapshots. Credit-based billing.
Free tierfrom $30/moLive data159 discussions2.4k GitHub reposMostly positive
83Score
What developers say
Widely used for pulling bookmaker odds into fantasy tools, arbitrage scanners and betting models; many GitHub repos and tutorials build on it. Users like the free tier and breadth of markets and books. Complaints: modest refresh rate, historical odds limited to one day per call and gaps in snapshots, no prop results or match outcomes, some books paid-only.
Liked
- + Free tier for quick odds checks
- + Broad sports and bookmaker coverage
Watch out
- − Refresh rate not the best
- − Historical odds fetched one day at a time
from $30/moFull profile Website
2
2. CollegeBasketballData.com
Free / open data
College basketball data service with a free personal API key, CSV exporter, analytics tools and a paid historical starter pack; sister project of the CFBD football API.
Free tierfrom $1/mo42 GitHub repos
51Score
What developers say
College basketball API from the CFBD team with a free personal key and official Python and R clients. A community Node wrapper exists, and one betting-model video holds it up as a clean, cheap alternative to maintaining scrapers. Little other independent discussion, so detailed quality or limit feedback is missing.
Liked
- + Free personal API key
- + Official Python and R clients
from $1/moFull profile Website
3
3. CollegeFootballData.com
Free / open data
College football API with games, team and player stats, recruiting, betting lines and advanced metrics; free key with monthly cap, higher tiers via Patreon, plus basketball API.
Free tier1.1k GitHub reposNeutral
57Score
What developers say
Free college football API behind a Python wrapper and the cfbfastR R package, shown in public-API lists, tutorials and BI-tool walkthroughs. Used for scores, betting lines and play-by-play. One user notes plays lack formation data. Little direct opinion beyond that, so assessment is mostly adoption-based.
Liked
- + Free and widely wrapped (Python, R)
- + Includes scores, lines and play-by-play
Watch out
- − Play data lacks formations
Free tierFull profile Website
4
4. DunkAPI
Sports data API
Basketball API with 19 endpoints for NBA games, play-by-play, shot charts, standings, injuries, sportsbook odds and player props, over REST or MCP with credit-based quotas.
Free tierfrom $19/mo
49Score
What developers say
Basketball data API (NBA, WNBA, college) with REST and remote MCP access, offering play-by-play, shot locations and odds. Digest contains only the maker's own registry submissions and repos; no independent feedback on pricing, quality or reliability.
from $19/moFull profile Website
5
5. FastballAPI
Sports data API
Baseball API for MLB since 2015 and college baseball: pitches, plate appearances, spray charts, box scores, standings, injuries, sportsbook odds, player props and line movement via REST and MCP.
Free tierfrom $19/mo
48Score
What developers say
Baseball API with REST and a hosted MCP server. Only the vendor's own MCP directory submissions, its MCP repo and an API-profile listing appear. No independent user feedback on quality, price or reliability was found.
from $19/moFull profile Website
6
6. Highlightly
Sports data API
Sports API combining live scores, fixtures, standings, lineups, player stats, odds and predictions with video highlight clips. Covers football, US leagues, cricket, rugby, volleyball and handball.
Free tierfrom $12.49/moLive data43 GitHub repos
57Score
What developers say
Sports API pairing scores and stats with video highlights. Little independent opinion exists: a few freelance requests to build sites on it, one repo issue comparing it with cheaper providers for backtesting, and AI-generated football video channels crediting it as a data source. Adoption seems modest and unproven.
from $12.49/moFull profile Website
7
7. SportsDataverse
Free / open data
Community project shipping free R, Python and Node.js packages (cfbfastR, hoopR, wehoop, fastRhockey) plus an open data warehouse with play-by-play, box scores, betting lines and win-probability models.
Free tier95 GitHub reposNeutral
50Score
What developers say
Free community R and Python packages (hoopR, cfbfastR, wehoop and others) for play-by-play and box score data. Evidence is mostly usage: an NBA streak visualization built with hoopR, baseball and play-by-play repos, sports-analytics meetup talks and YouTube analyses crediting it. No complaints or detailed opinions surfaced.
Liked
- + Free open-source packages
- + Used by analysts and YouTube creators
Free tierFull profile Website
8
8. Lumify
Odds API
REST and MCP API for scores, schedules, odds, betting splits and AI bet analysis across eight sports; pay-per-credit pricing with a free credit allotment and a flat Growth plan.
Free tierDemo accessfrom $5 /usage⚡ Streaming12 GitHub repos
54Score
What developers say
Newly launched sports intelligence API with an MCP server, aimed at AI agents (odds, betting splits, bet analysis). All material found is the vendor's own Show HN post and catalog submissions; no independent user opinions on pricing, quality or reliability exist yet.
from $5 /usageFull profile Website
9
9. FanLine Wire
Odds API
Third-party feed of FanDuel Sportsbook odds, pre-match and live, with REST discovery and a push WebSocket on the top plan; includes player props for major US leagues and ready-made bet-slip links.
Free tierDemo accessfrom $29/mo⚡ Streaming
48Score
What developers say
Only vendor-originated material: a promotional video claiming very low latency for a FanDuel odds feed, and an API-directory profile. No independent user feedback, so quality, pricing and legality of the data source are unverified.
from $29/moFull profile Website
10
10. NCAA API (henrygd)
Free / open data
Open-source MIT API that returns scores, stats, rankings, standings, schedules, brackets, box scores and play-by-play from ncaa.com as JSON; use the rate-limited public instance or self-host.
Free tierLive data49 GitHub repos
44Score
What developers say
Open-source MIT wrapper that serves ncaa.com data as JSON, with a rate-limited public instance or self-hosting. The only genuine usage evidence is a Cloudflare tutorial video on March Madness analysis. Most digest hits concern the author's unrelated monitoring tool and nothing about reliability, limits or data quality is known.
Free tierFull profile Website
11
11. Polymarket
Betting exchange
Prediction market exchange whose public Gamma API lists markets and events, including sports, without credentials; separate trading APIs and SDKs exist.
Free tier52 discussions4.5k GitHub reposMostly positive
67Score
What developers say
Widely used as a free, no-key source of prediction-market prices (Gamma and CLOB APIs) for sports arbitrage bots, wallet trackers and odds aggregators, with many GitHub clients and MCP servers. Users note thin or missing historical data and the need to match events across Kalshi and sportsbooks; live-score speed is a concern.
Liked
- + Public market data without credentials
- + Large ecosystem of SDKs and bots
Watch out
- − Historical data hard to find, especially before 2024
- − Manual cross-venue event matching
Free tierFull profile Website
12
12. TheSportsDB
Sports data API
Crowd-sourced sports database with artwork, teams, players, events and league tables. Free API with tight limits; paid keys add livescores, highlight links and higher rate limits.
Free tierfrom $9/mo5 discussions919 GitHub reposMixed
65Score
What developers say
Crowd-sourced sports database popular for hobby apps, tutorials, student projects and Plex metadata agents, with many wrappers in several languages. Praised as free and good for artwork. The free tier is tight, paid keys are needed for more, and developers report image and RapidAPI access problems and gaps in per-season artwork.
Liked
- + Free tier for hobby use
- + Strong artwork and metadata
Watch out
- − Tight free limits
- − Artwork gaps and access errors reported
from $9/moFull profile Website
13
13. Owls Insight
Odds API
Odds API aggregating books and exchanges with REST and Socket.io WebSocket delivery, player props, EV and fair-line signals, and history on higher plans; four monthly tiers plus a WebSocket add-on.
3-day trialfrom $9.99/mo⚡ Streaming4 discussions
49Score
What developers say
New sports odds API launched in early 2026. Only the founder's posts exist: beta-tester calls and a revenue claim of roughly 11 paying customers. No independent user feedback on data quality, latency or price.
from $9.99/moFull profile Website
14
14. Realtime Sports API
Sports data API
REST, WebSocket and webhook API for live scores, play-by-play, schedules and odds across NFL, NBA, MLB, NHL, NCAA and soccer; free tier plus monthly plans. Data runs about 20-30 seconds behind broadcast.
Free tier7-day trialfrom $29/mo⚡ Streaming
46Score
What developers say
New live-scores API (REST, WebSocket, webhooks) with free tier and official Python and JS clients. Only directory submissions and the vendor's own example repos turned up, with no independent user feedback. Its documented 20-30 second lag behind broadcast matters for latency-sensitive use. Older forum threads are generic requests for sports APIs.
Liked
- + Official clients and MCP examples
Watch out
- − About 20-30 seconds behind broadcast
from $29/moFull profile Website
15
15. KenPom API
Sports data API
College basketball efficiency ratings, tempo and team data from KenPom, available programmatically with a paid API subscription that also includes web access.
from $24.95/yr157 GitHub reposNeutral
32Score
What developers say
College basketball ratings behind a paid subscription. Users mainly reach it through community wrappers (Python scraper, a Node client) and R packages, signalling strong demand among analysts. One user struggled with the key-in-URL format in spreadsheets; little feedback on price or reliability.
Liked
- + Popular among college basketball analysts
- + Community wrappers available
Watch out
- − Paid subscription required
- − Confusing URL format for newcomers
from $24.95/yrFull profile Website