Now Live — Chess Academy Platform

Your Chess Coach, Powered by AI.

Deep Stockfish analysis. Real-time pattern detection. Move-by-move feedback. Built for serious students and the coaches who train them.

99.4%
Detection Accuracy
3000+
Openings in DB
9
Quality Tiers
50ms
Avg Analysis Speed
8
7
6
5
4
3
2
a1
b
c
d
e
f
g
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Move 22 — Tal vs Portisch, 1965
Nxh6!! +6.8
Knight Sacrifice · Pure Chaos
Game Accuracy
94.7%
★ Tal's Brilliancy
Opening Identified
Sicilian Defense
ECO B63 · Candidates 1965

Everything your chess academy needs

From raw PGN to detailed insight in seconds. Powered by Stockfish and a custom-trained vision model.

Chess.com & Lichess Integration

Fetch up to 50 recent games directly from Chess.com or Lichess. Games are saved, indexed, and ready for deep analysis instantly.

Chess.com APILichess NDJSONPGN Import

Stockfish Deep Analysis

Every move evaluated by Stockfish with dual-gate classification — centipawn loss AND win-probability drop both measured per move.

Stockfish 17Win ProbCP Loss

Opening Repertoire Analysis

3000+ ECO openings. Longest-prefix match on move sequences. Win rates split by color. Problem openings flagged with study suggestions.

3000+ ECOWin RatesRecommendations

Pattern & Mistake Detection

Detects 7+ recurring patterns: hanging pieces, missed forks, missed pins, skewers, discovered attacks, back-rank mates, and more.

7 PatternsPer-phaseTrend Analysis

Aim Training Goals

Turn analysis into clear weekly aims: fewer blunders, stronger endgames, sharper opening recall, and measurable training focus.

Aim ScoreWeekly FocusProgress

Board Vision (Image → FEN)

Take a photo of any chess board. Our YOLOv8 model (99.4% mAP50) detects all 12 piece types and generates the FEN string instantly.

YOLOv8n12 ClassesFEN Output

Data-driven improvement, visualized

Every metric your coach needs. Every insight your student deserves.

Performance Breakdown
Overall Accuracy81.3%
Opening Phase87.1%
Middlegame76.4%
Endgame62.9%
Win Rate58%
🏆 Move Quality Distribution
Best / Excellent42%
Good28%
Inaccuracies16%
Mistakes8%
Blunders6%

9 quality tiers.
Zero ambiguity.

Every move is evaluated by Stockfish then classified using a dual-gate system — both centipawn loss and win-probability drop must cross the threshold.

Analyze Your Games →
Brilliant
Best move + sacrifice
Best
Top engine recommendation!
Excellent
Within 10 CP of best
Good
Within 50 CP, solid choice
Book
Recognized opening theory
Forced
Only legal or reasonable move
Inaccuracy
50+ CP loss + 3% WP drop?!
Mistake
100+ CP loss + 7% WP drop?
Blunder
200+ CP loss + 15% WP drop??

From game to insight in 3 steps

1
Connect Your Profile
Enter your Chess.com or Lichess username. We fetch your recent games automatically — no manual upload needed.
2
Stockfish Analyzes Every Move
Each move is evaluated for centipawn loss, win-probability drop, tactical patterns, opening recognition, and phase-specific accuracy.
3
Get Your Personalized Report
View interactive dashboards, download PDF coaching reports, get a training plan tailored to your exact weaknesses.

One platform. Two powerful roles.

For Coaches

Monitor every student from a single dashboard. Identify who needs the most attention and what to focus on in the next session.

  • Multi-student overview with accuracy, blunder rate, and momentum
  • Cohort benchmarking — see where each student stands vs their rating group
  • One-click PDF coaching reports for parent meetings
  • Track opening weaknesses, time pressure patterns, and recurring mistakes

For Students

Get a personal chess coach that never sleeps. Every game analyzed. Every blunder explained. Every improvement tracked.

  • Move-by-move analysis with best move suggestions powered by Stockfish
  • Opening repertoire analysis — which openings win more and which need work
  • Personalized training plan: puzzle themes, study focus, estimated time
  • Accuracy trend, phase performance, and momentum tracked across every game

Ready to play like a grandmaster?

Connect your Chess.com or Lichess profile. Get your first analysis in under 60 seconds.

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