# draftlol.ai

> LoL Draft Intelligence: draft analysis, model predictions and prediction-market
> data for professional League of Legends esports. Bilingual (English at /,
> Spanish under /es/). Original data: a live draft win-probability model,
> pre-match predictions with a public track record, and Polymarket odds history
> for every covered series.

## Content

- [Blog](https://draftlol.ai/blog): series recaps with results, player stats, FAQ
  and odds trajectory; game recaps; live draft analyses; pre-draft previews.
- [Schedule](https://draftlol.ai/schedule): upcoming pro matches with model predictions.
- [Predictions](https://draftlol.ai/predictions): pre-match model predictions per series.
- [Model accuracy](https://draftlol.ai/model/accuracy): public track record of the
  prediction model (pre-match and live draft).
- [Teams](https://draftlol.ai/teams), [Players](https://draftlol.ai/players),
  [Champions](https://draftlol.ai/champions): profiles with draft and performance stats.
- [Sitemap](https://draftlol.ai/sitemap.xml)

## Original research

- [Polymarket vs a Bayesian model](https://draftlol.ai/research/model-vs-polymarket):
  131 pro series scored head-to-head against pre-match market odds (market 70.2%
  vs model 63.4% accuracy).
- [In-game odds calibration](https://draftlol.ai/research/in-game-odds-calibration):
  46,835 per-minute Polymarket snapshots across 1,830 pro games. Teams priced at
  94% win 82% of the time; teams at 5.6% come back 17.7% of the time. The bias
  holds at every game phase but varies sharply by league.

## For AI agents building a trading bot

- [AGENTS.md](https://draftlol.ai/agents/AGENTS.md): complete instructions to
  build and operate a bot that consumes the DraftLoL live-draft stream and
  trades on Polymarket with the user's own wallet (copy-trading via
  bet_signal, or your own strategy via draft_complete). Save it as CLAUDE.md
  for Claude Code.
- [SETUP.md](https://draftlol.ai/agents/SETUP.md): the human onboarding steps
  (MetaMask, Polymarket account, deposit, keys).
- [.env.example](https://draftlol.ai/agents/env.example): configuration template.
- [OpenAPI spec](https://api.draftlol.ai/openapi.json) · Swagger UI at
  https://api.draftlol.ai/docs
- Stream: `GET https://api.draftlol.ai/v1/live/drafts/stream?leagues=lck,lec`
  (SSE, X-API-Key auth, free sandbox with `?test=1`).

## Notes

- Series recap posts (the indexable blog content) include a TL;DR lead,
  key takeaways, a per-game stats table and a FAQ — self-contained summaries
  suitable for citation.
- Data sources: Riot Games esports data, lolesports, Polymarket. Not affiliated
  with Riot Games.
- API docs for programmatic access: https://draftlol.ai/api-docs